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Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization

Rezultaty

Progress Report on Integration of TAILOR Assets with AI4EU v.1

Progress Report on Integration of TAILOR Assets with AI4EU, version 1

Progress Report on the Integration of OpenML with AI4EU v.1

Progress Report on the Integration of OpenML with AI4EU, version 1

Foundational benchmarks and challenges v.1

Foundational benchmarks run and analyzed

Foundational benchmarks and challenges v.2

Foundational benchmarks run and analyzed

Foundations, techniques, algorithms and tools for allowing autonomous AI agents to decide and learn how to act v.1

Version 1 of report of the novel insights, techniques, algorithms and tools developed within the scientific challenges tasks T5.1, T5.2, T5.3, T5.4.

SRIR v.2

SRIR (report) V2, with analysis of impact of V1 and plans for perpetuation.

Foundations, techniques, algorithms and tools for integrating learning, reasoning and optimisation v.1

Report on the scientific challenges tasks T4.1 & T4.2.

Connectivity Fund call 4

Reports on Connectivity fund will be filed once per year from now on.

Connectivity Fund call 5

Reports on Connectivity fund are filed once per year.

Connectivity Fund operational

Connectivity Fund operational first call issued review committee formed

Connectivity Fund call 1

Calls every 4 months with short report

Research Challenges and Technological Gaps of Trustworthy AI v.1
Joint SRA v 1

A Joint Strategic Research Agenda (SRA) of the 4 + 2 NoEs and VISION

AutoAI Benchmarks v.1

Version 1 of AutoAI Benchmarks Curated regular evaluations of AutoAI techniques and their contribution to trustworthiness to measure and monitor progress in the field

Integrated learning, reasoning and optimisation in practice v.1

Version 1 of report on T4.3 & T4.4.

Project quality plan

The project quality plan the project handbook constitutes a set of project templates explanations on the project management process the review process quality checks meeting organisation which is communicated to all partners

Connectivity Fund call 3

Calls every 4 months with short report.

Automated AI v.1

Version 1 of report on novel insights, techniques, algorithms and tools developed within tasks T7.1, T7.2, T7.3, T7.4 and T7.5, and how they contribute towards trustworthy AI.

Report on Theme Development Workshops

For each workshop, a report will be made available online after the event. A synthesis with a summary of perspectives and challenges will be this final report.

Connectivity Fund call 2

Calls every 4 months with short report

Foundations, techniques, algorithms and tools to for social AI v.1

Version 1 of report on advances developed within T6.1, T6.2, T6.3 and T6.4. V2 will be part of the final Handbook integrating the work carried out in establishing the new directions of research for Social-AI.

Handbook on Trustworthy AI v.1

Handbook on Trustworthy AI

Dissemination Plan, v.1

An initial Dissemination Plan to drive the early dissemination and to possibly adjust the project requirement towards more adequately publishable results will be realized at M6 and then a final version at M28

Codalab TAILOR templates

Codalab TAILOR templates tested and provided

Third TAILOR Conference

Organize the third TAILOR conference

First TAILOR Conference

Organize the first TAILOR conference

Communication material (flyer, poster, video, etc.) v.2

Material arising from the project will be regularly distributed using traditional poster flyers etc created by partners. We will create an archive of these materials and pdfs for wider reproduction and display. A first set of communication material will be realized at M6, presenting project concept and objectives, and then a second set will be realized at M30, showing project findings and outcome.

Communication material (flyer, poster, video, etc.) v.1

Material arising from the project will be regularly distributed using traditional poster flyers etc created by partners We will create an archive of these materials and pdfs for wider reproduction and display A first set of communication material will be realized at M6 presenting project concept and objectives and then a second set will be realized at M30 showing project findings and outcome

Training platform, beta platform

Training platform beta platform

Second TAILOR Conference

Organize the second TAILOR conference

Project website and Trustworthy AI repository

The structure of the project website will have to be developed in consultation with all partners The website will include links to the main social media Twitter Facebook LinkedIn and a reserved area for the partners access only that will be used to exchange information between the project partners The Trustworthy AI repository will take the form of a thematic section on the AI ondemand platform developed by the AI4EU project if that proves feasible alternatively the repository will be separate web site with crosslinks to the project web site and the AI ondemand platform

Data Management Plan

A Data Management Plan will be prepared to describe which data will be generated collected and processed within the TAILOR project

Publikacje

Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics Plus Integer Linear Programming

Autorzy: Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
Opublikowane w: 24th International Conference, EvoApplications 2021, 2021, Strona(/y) 242-257, ISBN 978-3-030-72699-7
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-72699-7_16

Quantum Computing: Present and Prospects

Autorzy: Rodrigo Gil-Merino, Enrique Alba, Jose Francisco Chicano, Zakaria Abdelmoiz Dahi, Gabriel Luque
Opublikowane w: 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2021, Strona(/y) 947-952, ISBN 978-84-09-30514-8
Wydawca: CAEPIA

Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile Robots

Autorzy: Daniel Habering; Till Hofmann; Gerhard Lakemeyer
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 1908-1914
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/263

Inferring Agents Preferences as Priors for Probabilistic Goal Recognition

Autorzy: Kin Max Gusmão; Ramon Fraga Pereira; Felipe Meneguzzi
Opublikowane w: arxiv, 2021
Wydawca: Cornell University
DOI: 10.48550/arxiv.2102.11791

Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks

Autorzy: Štefan Pócoš, Iveta Bečková, Igor Farkaš
Opublikowane w: 2022
Wydawca: arxiv
DOI: 10.48550/arxiv.2204.05764

Graph Mixture Density Networks

Autorzy: Federico Errica, Davide Bacciu, Alessio Micheli
Opublikowane w: Proceedings of the 38th International Conference on Machine Learning, PMLR, 2021
Wydawca: PMLR
DOI: 10.48550/arxiv.2012.03085

On the descriptive power of LiDAR intensity images for segment-based loop closing in 3-D SLAM

Autorzy: Wietrzykowski, Jan and Skrzypczyński, Piotr
Opublikowane w: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Numer 2021, 2021
Wydawca: IEEE

Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs

Autorzy: Teso, Stefano; Vergari, Antonio
Opublikowane w: AAAI-22 Workshop on Interactive Machine Learning, 2022
Wydawca: Online
DOI: 10.48550/arxiv.2202.08566

New Refinement Strategies for Cartesian Abstractions

Autorzy: David Speck; Jendrik Seipp
Opublikowane w: The 32nd International Conference on Automated Planning and Scheduling, 2022
Wydawca: AAAI

Compositional genetic programming for symbolic regression

Autorzy: Krzysztof Krawiec and Dominik Kossinski
Opublikowane w: Genetic and Evolutionary Computation Conference, Numer 2022, 2022, Strona(/y) 570--573
Wydawca: Association for Computing Machinery (ACM)
DOI: 10.1145/3520304.3529077

HyperLDLf: a Logic for Checking Properties of Finite Traces Process Logs

Autorzy: Giuseppe De Giacomo; Paolo Felli; Marco Montali; Giuseppe Perelli
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 1859-1865
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/256

Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick

Autorzy: Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires
Opublikowane w: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), Numer 36, 2023, ISBN 9781713899921
Wydawca: NeurIPS Proceedings

Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up

Autorzy: Benjamin Aminof; Giuseppe De Giacomo; Sasha Rubin
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 1766-1772
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/243

Automatic Placer for Analog Circuits Using Integer Linear Programming Warm Started by Graph Drawing

Autorzy: Josef Grus, Zdenek Hanzalek, Dalibor Barri, Patrik Vacula
Opublikowane w: ICORES, Numer vol 1, 2023, Strona(/y) 106-116, ISBN 978-989-758-627-9
Wydawca: SCITEPRESS
DOI: 10.5220/0011789300003396

Europarl-ASR: A Large Corpus of Parliamentary Debates for Streaming ASR Benchmarking and Speech Data Filtering/Verbatimization

Autorzy: Garcés Díaz-Munío, Gonçal V; Silvestre-Cerdà, Joan Albert ; Jorge, Javier; Giménez, Adrià; Iranzo-Sánchez, Javier; Baquero-Arnal, Pau; Roselló, Nahuel; Pérez-González-de-Martos, Alejandro; Civera, Jorge; Sanchis, Albert; Juan, Alfons
Opublikowane w: Proc. Interspeech 2021, 2021
Wydawca: Interspeech
DOI: 10.21437/interspeech.2021-1905

An API for DL Abduction Solvers (Extended Abstract)

Autorzy: Zuzana Hlávková, Martin Homola, Patrick Koopmann and Júlia Pukancová
Opublikowane w: 2022
Wydawca: XLoKR

On the Epistemic Logic of Incomplete Argumentation Frameworks

Autorzy: Andreas Herzig, Antonio Yuste-Ginel
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, 2021
Wydawca: ijcai.org
DOI: 10.24963/kr.2021/69

Hybrid MHS-MXP ABox Abduction Solver: First Empirical Results

Autorzy: Martin Homola, Júlia Pukancová, Iveta Balintová, Janka Boborová
Opublikowane w: Proceedings of the 35th International Workshop on Description Logics (DL 2022), 2022, ISSN 1613-0073
Wydawca: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

DeepStochLog: Neural Stochastic Logic Programming

Autorzy: Thomas Winters, Giuseppe Marra, Robin Manhaeve, Luc De Raedt
Opublikowane w: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Wydawca: AAAI Press
DOI: 10.48550/arxiv.2106.12574

Gradient-assisted calibration for financial agent-based models

Autorzy: Dyer, Joel and Quera-Bofarull, Arnau and Chopra, Ayush and Farmer, J Doyne and Calinescu, Anisoara and Wooldridge, MJ
Opublikowane w: Proceedings of the Fourth ACM International Conference on AI in Finance, Numer 4th, 2023
Wydawca: ACM

Generalized Planning as Heuristic Search

Autorzy: Segovia-Aguas, Javier; Jiménez, Sergio; Jonsson, Anders
Opublikowane w: Generalized Planning as Heuristic Search, Numer 57, 2021
Wydawca: ICAPS Arxiv

Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks

Autorzy: Mathias Esteban, Jamal Toutouh, Sergio Nesmachnow
Opublikowane w: International Workshops ISC High Performance Digital 2021, 2021, Strona(/y) 297-313, ISBN 978-3-030-90539-2
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-90539-2_20

Complexity of Minimum-Size Arc-Inconsistency Explanations

Autorzy: Christian Bessiere, Clément Carbonnel, Martin C. Cooper, Emmanuel Hebrard
Opublikowane w: 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, Numer LIPIcs, volume 235, 2022, Strona(/y) 9:1--9:14
Wydawca: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.cp.2022.9

Combining LSTMs and Symbolic Approaches for Robust Plan Recognition

Autorzy: Leonardo Rosa Amado; Ramon Fraga Pereira; Felipe Meneguzzi
Opublikowane w: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, 2021, ISBN 9781450383073
Wydawca: International Foundation for Autonomous Agents and Multiagent Systems

A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries

Autorzy: Vergari, Antonio; Choi, YooJung; Liu, Anji; Teso, Stefano; Broeck, Guy Van den
Opublikowane w: Advances in Neural Information Processing Systems, 2021
Wydawca: Neural Information Processing Systems Foundation, Inc. (NIPS)

Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract)

Autorzy: Tomlein, M.; Pecher, B.; Simko, J.; Srba, I.; Moro, R.; Stefancova, E.; Kompan, M.; Hrckova, A.; Juraj Podroužek; Bielikova, M.
Opublikowane w: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence Sister Conferences Best Papers, 2022
Wydawca: IJCAI
DOI: 10.24963/ijcai.2022/749

Dantzig-Wolfe Decomposition for Cost Partitioning

Autorzy: Florian Pommerening; Thomas Keller; Valentina Halasi; Jendrik Seipp; Silvan Sievers; Malte Helmert
Opublikowane w: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 271-280
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84307

Query Definability and Its Approximations in Ontology-based Data Management

Autorzy: Gianluca Cima, Federico Croce, Maurizio Lenzerini
Opublikowane w: CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, 2021
Wydawca: Association for Computing Machinery, inc

Toward a Unified Framework for Debugging Gray-box Models

Autorzy: Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea; Teso, Stefano
Opublikowane w: Interactive Machine Learning workshop (IML) at AAAI'22, 2022
Wydawca: none

Synthesizing Effective Diagnostic Models from Small Samples using Structural Machine Learning: a Case Study in Automating COVID-19 Diagnosis

Autorzy: Kaszuba, Piotr and Turner, Andrew and Mikulski, Bartosz and Jumbe, Nl Shasha and Schuh, Andreas and Morimoto, Michael and Rexelius, Peter and Hafen, Ryan and Deiotte, Ron and Hammond, Kevin and Swan, Jerry and Krawiec, Krzysztof
Opublikowane w: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Numer 2023, 2023, Strona(/y) 727-730, ISBN 9798400701207
Wydawca: Association for Computing Machinery
DOI: 10.1145/3583133.3590598

Online Saturated Cost Partitioning for Classical Planning

Autorzy: Jendrik Seipp
Opublikowane w: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 317-321
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84300

MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks

Autorzy: Numeroso, Danilo; Bacciu, Davide
Opublikowane w: Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021), Numer 48, 2021
Wydawca: IEEE
DOI: 10.1109/ijcnn52387.2021.9534266

Order Flow Decomposition for Price Impact Analysis in Equity Limit Order Books

Autorzy: Sitaru, Bogdan and Calinescu, Anisoara and Cucuringu, Mihai
Opublikowane w: Proceedings of the Fourth ACM International Conference on AI in Finance, Numer 4th, 2023
Wydawca: ACM

On Preferred Abductive Explanations for Decision Trees and Random Forests

Autorzy: Gilles Audemard, Steve Bellart, Louenas Bounia, Frederic Koriche, Jean-Marie Lagniez, Pierre Marquis
Opublikowane w: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Strona(/y) 643-650
Wydawca: IJCAI
DOI: 10.24963/ijcai.2022/91

Dominance-based Rough Set Approach to Bank Customer Satisfaction Analysis

Autorzy: Marcin Szeląg and Roman Słowiński
Opublikowane w: Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, 2022, Strona(/y) 147-150, ISBN 978-83-7421-401-8
Wydawca: Gdynia Maritime University

Timed Trace Alignment with Metric Temporal Logic over Finite Traces

Autorzy: Giuseppe De Giacomo; Aniello Murano; Fabio Patrizi; Giuseppe Perelli
Opublikowane w: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Strona(/y) 227–236
Wydawca: IJCAI

Multi-Model Monitoring Framework for Hybrid Process Specifications

Autorzy: Anti Alman; Fabrizio Maria Maggi; Marco Montali; Fabio Patrizi; Andrey Rivkin
Opublikowane w: 34th International Conference on Advanced Information Systems Engineering, 2022
Wydawca: Springer

Explaining Any Time Series Classifier

Autorzy: Riccardo Guidotti, Anna Monreale, Francesco Spinnato, Dino Pedreschi, Fosca Giannotti
Opublikowane w: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), 2020
Wydawca: IEEE
DOI: 10.1109/cogmi50398.2020.00029

Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims

Autorzy: Srba, Ivan; Pecher, Branislav; Tomlein, Matus; Moro, Robert; Stefancova, Elena; Simko, Jakub; Bielikova, Maria
Opublikowane w: SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2022, ISBN 9781450387323
Wydawca: ACM
DOI: 10.1145/3477495.3531726

Exploiting Cyclic Dependencies in Landmark Heuristics.

Autorzy: Clemens Büchner; Thomas Keller; Malte Helmert
Opublikowane w: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 65-73
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84308

Beyond Simple Images: Human Knowledge-Guided GANs for Clinical Data Generation,

Autorzy: Devendra Singh Dhami, Mayukh Das and Sriraam Natarajan
Opublikowane w: International Conference on Principles of Knowledge Representation and Reasoning, Numer 18, 2021
Wydawca: IJCAI organization

Subset-Saturated Transition Cost Partitioning

Autorzy: Dominik Drexler; Jendrik Seipp; David Speck
Opublikowane w: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 131-139
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84301

Epistemic Reasoning About Rationality and Bids in Auctions

Autorzy: Munyque Mittelmann, Andreas Herzig, Laurent Perrussel
Opublikowane w: European Conference on Logics in Artificial Intelligence (JELIA 2021), Numer LNAI 12678, 2021, Strona(/y) 116--130
Wydawca: Springer Verlag
DOI: 10.1007/978-3-030-75775-5_9

Automatic Instance Generation for Classical Planning

Autorzy: Álvaro Torralba; Jendrik Seipp; Silvan Sievers
Opublikowane w: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 376-384
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84291

NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy

Autorzy: Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter
Opublikowane w: The Tenth International Conference on Learning Representations, 2022
Wydawca: International Conference on Learning Representations

A new approach for cross-silo federated learning and its privacy risks

Autorzy: Michele Fontana, Francesca Naretto, Anna Monreale
Opublikowane w: 2021 18th International Conference on Privacy, Security and Trust (PST), 2021
Wydawca: IEEE
DOI: 10.1109/pst52912.2021.9647753

Non-Parametric Learning of Embeddings for Relational Data using Gaifman Locality Theorem

Autorzy: Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli and Sriraam Natarajan
Opublikowane w: International Conference on Inductive Logic Programming, Numer 30, 2021
Wydawca: Springer

Calliope - A Polyphonic Music Transformer

Autorzy: Andrea Valenti; Stefano Berti; Davide Bacciu
Opublikowane w: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Numer 58, 2021
Wydawca: ESANN
DOI: 10.14428/esann/2021.es2021-63

On Belief Change for Multi-Label Classifier Encodings

Autorzy: Sylvie Coste-Marquis, Pierre Marquis
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI'21), 2021, Strona(/y) 1829-1836
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/252

Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling

Autorzy: C. Metta, R. Guidotti, S. Rinzivillo
Opublikowane w: 2021 IEEE Symposium on Computers and Communications (ISCC), 2021, 2021
Wydawca: IEEE
DOI: 10.1109/iscc53001.2021.9631485

2020 Merge, Explain, Iterate

Autorzy: M. Homola, J. Pukancová, J. Gablíková, K. Fabianová
Opublikowane w: Proceedings of the 33rd International Workshop on Description Logics (DL 2020), 2020, ISSN 1613-0073
Wydawca: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

Designing Shapelets for Interpretable Data-Agnostic Classification

Autorzy: Riccardo Guidotti; Anna Monreale
Opublikowane w: AIES, Numer 34, 2021, ISBN 9781450384735
Wydawca: Association for Computing Machinery
DOI: 10.1145/3461702.3462553

Towards Explainable Malware Detection with Structured Machine Learning

Autorzy: Peter Švec, Tomáš Bisták, Martin Homola, Štefan Balogh, Ján Kľuka and Alexander Šimko
Opublikowane w: 2023
Wydawca: Center for Perspicuous Computing,TU Dresden

Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width

Autorzy: Dominik Drexler; Jendrik Seipp; Hector Geffner
Opublikowane w: The 32nd International Conference on Automated Planning and Scheduling, 2022
Wydawca: AAAI

An API for DL Abduction Solvers

Autorzy: Zuzana Hlávková, Martin Homola, Patrick Koopmann and Júlia Pukancová
Opublikowane w: Proceedings of the 35th International Workshop on Description Logics (DL 2022), 2022, ISSN 1613-0073
Wydawca: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

Generalized Temporal Inference via Planning

Autorzy: Diego Aineto; Sergio Jiménez; Eva Onaindia
Opublikowane w: 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022, 2021, Strona(/y) 22--31
Wydawca: IJCAI
DOI: 10.24963/kr.2021/3

NAS-Bench-x11 and the Power of Learning Curves

Autorzy: Shen Yan, Colin White, Yash Savani, Frank Hutter
Opublikowane w: Thirty-Fifth Conference on Neural Information Processing Systems, 2021
Wydawca: Advances in Neural Information Processing Systems

Robust Solutions for Multi-Defender Stackelberg Security Games

Autorzy: Mutzari Yonatan Aumann and Sarit Kraus
Opublikowane w: IJCAI 2022, 2022
Wydawca: IJCAI

Automated Theorem Proving for Metamath

Autorzy: Carneiro, Mario and Brown, Chad E. and Urban, Josef
Opublikowane w: 14th International Conference on Interactive Theorem Proving (ITP 2023), Numer vol 268, 2023, Strona(/y) 9:1-9:19, ISBN 978-3-95977-284-6
Wydawca: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.itp.2023.9

SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming

Autorzy: Arseny Skryagin, Wolfgang Stammer, Daniel Ochs, Devendra Singh Dhami and Kristian Kersting
Opublikowane w: International Conference on Principles of Knowledge Representation and Reasoning, Numer 19, 2022
Wydawca: IJCAI Organization

Computing Abductive Explanations for Boosted Regression Trees

Autorzy: Gilles Audemard, Steve Bellart, Jean-Marie Lagniez, Pierre Marquis
Opublikowane w: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Strona(/y) 3432-3441
Wydawca: IJCAI
DOI: 10.24963/ijcai.2023/382

Hybrid probabilistic inference with logical and algebraic constraints: a survey

Autorzy: Paolo Morettin, Pedro Zuidberg Dos Martires, Samuel Kolb, Andrea Passerini
Opublikowane w: Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 4533-4542, ISBN 978-0-9992411-9-6
Wydawca: International Joint Conferences on Artificial Intelligence
DOI: 10.24963/ijcai.2021/617

Learning First-Order Representations for Planning from Black-Box States: New Results

Autorzy: Rodriguez, Ivan D; Bonet, Blai; Romero, Javier; Geffner, Hector
Opublikowane w: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Wydawca: IJCAI

Benchmarking Approximate Consistent Query Answering (Discussion Paper)

Autorzy: Marco Calautti, Marco Console, Andreas Pieris
Opublikowane w: Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021, Numer 2021, 2021
Wydawca: CEUR

Efficient PAC Reinforcement Learning in Regular Decision Processes

Autorzy: Alessandro Ronca; Giuseppe De Giacomo
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence., Numer 59, 2021
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/279

On Translations between ML Models for XAI Purposes

Autorzy: Alexis de Colnet, Pierre Marquis
Opublikowane w: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Strona(/y) 3158-316
Wydawca: IJCAI
DOI: 10.24963/ijcai.2023/352

On-the-fly Synthesis for LTL over Finite Traces

Autorzy: Xiao, S.; Li, J.; Zhu, S.; Shi, Y.; Pu, G., Vardi, M.
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 6530-6537
Wydawca: AAAI

Geometry-Aware Keypoint Network: Accurate Prediction of Point Features in Challenging Scenario

Autorzy: Nowak, Tomasz and Skrzypczyński, Piotr
Opublikowane w: 17th Conference on Computer Science and Intelligence Systems (FedCSIS), Numer 2022, 2022, Strona(/y) 191-200
Wydawca: Polish Information Processing Society
DOI: 10.15439/2022f145

Mind the Gap: Measuring Generalization Performance Across Multiple Objectives

Autorzy: Matthias Feurer, Katharina Eggensperger, Edward Bergman, Florian Pfisterer, Bernd Bischl & Frank Hutter
Opublikowane w: Advances in Intelligent Data Analysis, Numer 21, 2023, Strona(/y) 130--142, ISBN 978-3-031-30047-9
Wydawca: Springer Nature
DOI: 10.1007/978-3-031-30047-9_11

Soft-Unification in Deep Probabilistic Logic

Autorzy: Jaron Maene, Luc De Raedt
Opublikowane w: Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Numer 36, 2024, Strona(/y) 60804 - 60820, ISBN 9781713899921
Wydawca: Curran Associates, Inc.

Negative Side Effects and AI Agent Indicators: Experiments in SafeLife

Autorzy: J Burden, J Hernández-Orallo
Opublikowane w: SafeAI@AAAI, 2021
Wydawca: CEUR-Ws

Privacy Risk Assessment of Individual Psychometric Profiles

Autorzy: Giacomo Mariani, Anna Monreale, and Francesca Naretto
Opublikowane w: Discovery Science. DS 2021. Lecture Notes in Computer Science, Numer 12986, 2021, ISBN 978-3-030-88941-8
Wydawca: Springer
DOI: 10.1007/978-3-030-88942-5_32

Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action Logic

Autorzy: Daxin Liu; Gerhard Lakemeyer
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 1951-1958
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/269

Approximate Novelty Search

Autorzy: Singh, A.; Lipovetzky, N.; Ramirez, M.; Segovia-Aguas, J.
Opublikowane w: Proceedings of the International Conference on Automated Planning and Scheduling, 2021
Wydawca: AAAI

Efficient Generation of Structured Objects with Constrained Adversarial Networks

Autorzy: Di Liello, Luca; Ardino, Pierfrancesco; Gobbi, Jacopo; Morettin, Paolo; Teso, Stefano; Passerini, Andrea
Opublikowane w: Advances in Neural Information Processing Systems, 2020
Wydawca: Neural Information Processing Systems

Explainable Planner Selection for Classical Planning

Autorzy: Patrick Ferber; Jendrik Seipp
Opublikowane w: The 36th AAAI Conference on Artificial Intelligence, 2022
Wydawca: AAAI

Counterfactual Reasoning via Grounded Distance

Autorzy: Carlos Aguilera-Ventura, Andreas Herzig, Xinghan Liu, Emiliano Lorini
Opublikowane w: Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, 2023, Strona(/y) 2--11
Wydawca: kr.org
DOI: 10.24963/kr.2023/1

MizAR 60 for Mizar 50

Autorzy: Jakubův, Jan ; Chvalovský, Karel ; Goertzel, Zarathustra ; Kaliszyk, Cezary ; Olšák, Mirek ; Piotrowski, Bartosz ; Schulz, Stephan ; Suda, Martin ; Urban, Josef
Opublikowane w: 14th International Conference on Interactive Theorem Proving (ITP 2023), Numer vol 268, 2023, Strona(/y) 19:1-19:22, ISBN 978-3-95977-284-6
Wydawca: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.itp.2023.19

Delete-Relaxation Heuristics for Lifted Classical Planning

Autorzy: Corrêa, A. B.; Francès, G.; Pommerening, F.; Helmert, M.
Opublikowane w: Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
Wydawca: AAAI

Graphgen-redux: a Fast and Lightweight Recurrent Model for labeled Graph Generation

Autorzy: Davide Bacciu; Marco Podda
Opublikowane w: IJCNN, Numer 42, 2021, ISBN 978-1-6654-3900-8
Wydawca: IEEE
DOI: 10.1109/ijcnn52387.2021.9533743

Abstract Argumentation with Qualitative Uncertainty: An Analysis in Dynamic Logic

Autorzy: Andreas Herzig, Antonio Yuste-Ginel
Opublikowane w: Logic and Argumentation - 4th International Conference (CLAR 2021), Numer LNCS 13040, 2021, Strona(/y) 190--208
Wydawca: Springer Verlag
DOI: 10.1007/978-3-030-89391-0_11

Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with U-Net Architecture

Autorzy: Peter Pavlík, Viera Rozinajová, Anna Bou Ezzeddine
Opublikowane w: CDCEO 2022, 2022, ISSN 1613-0073
Wydawca: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

Trading Complexity for Sparsity in Random Forest Explanations

Autorzy: Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 2022, Strona(/y) 5461-5469
Wydawca: AAAI
DOI: 10.1609/aaai.v36i5.20484

Editing Boolean Classifiers: A Belief Change Perspective

Autorzy: Nicolas Schwind, Katsumi Inoue, Pierre Marquis
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 2023, Strona(/y) 6516-6524
Wydawca: AAAI
DOI: 10.1609/aaai.v37i5.25801

On-line Learning of Planning Domains from Sensor Data in PAL: Scaling up to Large State Spaces

Autorzy: Lamanna, L.; Gerevini, A. E.; Saetti, A.; Serafini, L.; Traverso, P.
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 11862-11869
Wydawca: AAAI

On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits

Autorzy: Alexis de Colnet, Pierre Marquis
Opublikowane w: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Strona(/y) 2583-2590
Wydawca: IJCAI
DOI: 10.24963/ijcai.2022/358

Interpretable Next Basket Prediction Boosted with Representative Recipes

Autorzy: R. Guidtotti, S. Viotto
Opublikowane w: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), 2021
Wydawca: IEEE
DOI: 10.1109/cogmi50398.2020.00018

A neuro-symbolic approach to structured event recognition

Autorzy: Apriceno, Gianluca ; Passerini, Andrea ; Serafini, Luciano
Opublikowane w: 28th International Symposium on Temporal Representation and Reasoning (TIME 2021)., 2021
Wydawca: Dagstuhl Publishing

JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

Autorzy: Frey, Sascha and Li, Kang and Nagy, Peer and Sapora, Silvia and Lu, Chris and Zohren, Stefan and Foerster, Jakob and Calinescu, Anisoara
Opublikowane w: Proceedings of the Fourth ACM International Conference on AI in Finance, Numer 4th, 2023
Wydawca: ACM

A Mathematical Benchmark for Inductive Theorem Provers

Autorzy: Thibault Gauthier, Chad Brown, Mikolas Janota and Josef Urban
Opublikowane w: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Numer vol 94, 2023, Strona(/y) pages 224--237
Wydawca: EasyChair
DOI: 10.29007/jr72

Modeling Edge Features with Deep Bayesian Graph Networks

Autorzy: Daniele Atzeni; Davide Bacciu; Federico Errica; Alessio Micheli
Opublikowane w: IJCNN, Numer 6, 2021
Wydawca: IEEE
DOI: 10.1109/ijcnn52387.2021.9533430

Co-creating Platformer Levels with Constrained Adversarial Networks

Autorzy: Paolo Morettin, Andrea Passerini, Stefano Teso
Opublikowane w: Proceedings of the 2nd Workshop on Human-AI Co-Creation with Generative Models, 2021
Wydawca: CEUR Workshop Proceedings

Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation

Autorzy: Gabriele Venturato, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 38, 2024, Strona(/y) 20567-20576, ISSN 2374-3468
Wydawca: AAAI Press
DOI: 10.1609/aaai.v38i18.30042

On Redundancy in Constraint Satisfaction Problems, July 31 to August 8, 2022, Haifa, Israel},

Autorzy: Clément Carbonnel
Opublikowane w: 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, Numer LIPIcs, volume 235, 2022, Strona(/y) 11:1--11:15
Wydawca: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.cp.2022.11

General Policies, Representations, and Planning Width

Autorzy: Bonet, Blai; Geffner, Hector
Opublikowane w: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 11764--11773
Wydawca: AAAI

A Survey on Goal Recognition as Planning

Autorzy: Felipe Meneguzzi; Ramon Fraga Pereira
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Survey Track, 2021, Strona(/y) 4524-4532
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/616

Neural probabilistic logic programming in discrete-continuous domains

Autorzy: Lennert De Smet, Pedro Zuidberg Dos Martires, Robin Manhaeve, Giuseppe Marra, Angelika Kimmig, Luc De Readt
Opublikowane w: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, Numer vol.216, 2023, Strona(/y) 529-538
Wydawca: ML Research Press

On Weak Stubborn Sets in Classical Planning

Autorzy: Silvan Sievers; Martin Wehrle
Opublikowane w: Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 4167-4174
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/573

Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches

Autorzy: Drexler, Dominik; Seipp, Jendrik; Geffner, Hector
Opublikowane w: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Wydawca: IJCAI

Learning Generalized Unsolvability Heuristics for Classical Planning

Autorzy: Simon Ståhlberg; Guillem Francès; Jendrik Seipp
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 4175-4181
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/574

Assistive Robot Teleoperation Using Behavior Trees

Autorzy: Behery, Mohamed; Trinh, Minh; Brecher, Christian; Lakemeyer, Gerhard
Opublikowane w: Variable Autonomy for human-robot Teaming (VAT) workshop @ ACM/IEEE HRI, VAT-HRI, Stockholm, Sweden, 2023-03-13 - 2023-03-13, Numer 47, 2023
Wydawca: VAT-HRI

Learning Program Synthesis for Integer Sequences from Scratch

Autorzy: Thibault Gauthier, Josef Urban
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 37(6), 2023, Strona(/y) 7670-7677, ISBN 978-1-57735-880-0
Wydawca: AAAI Press
DOI: 10.1609/aaai.v37i6.25930

TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second

Autorzy: Noah Hollmann, Samuel Müller, Katharina Eggensperger, Frank Hutter
Opublikowane w: The Eleventh International Conference on Learning Representations, 2023
Wydawca: OpenReview.net

Merge, Explain, Iterate: A Combination of MHS and MXP in an ABox Abduction Solver

Autorzy: Homola M., Pukancová J., Boborová J., Balintová I.
Opublikowane w: Logics in Artificial Intelligence - 18th European Conference, JELIA 2023, Dresden, Germany, September 20-22, 2023, Proceedings, 2023, ISBN 978-3-031-43618-5
Wydawca: Springer
DOI: 10.1007/978-3-031-43619-2_24

The FF Heuristic for Lifted Classical Planning

Autorzy: Augusto B. Corrêa; Florian Pommerening; Malte Helmert; Guillem Francès
Opublikowane w: Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84309

Don't Simulate Twice: One-Shot Sensitivity Analyses via Automatic Differentiation

Autorzy: Quera-Bofarull, Arnau and Chopra, Ayush and Aylett-Bullock, Joseph and Cuesta-Lazaro, Carolina and Calinescu, Anisoara and Raskar, Ramesh and Wooldridge, Michael}
Opublikowane w: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023, Strona(/y) 1867-1876, ISBN 978-1-4503-9432-1
Wydawca: IFAAMAS

Citizen Centric Optimal Electric Vehicle Charging Stations Locations in a Full City: Case of Malaga

Autorzy: Christian Cintrano; Jamal Toutouh; Jamal Toutouh; Enrique Alba
Opublikowane w: 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA, Numer 68, 2021, Strona(/y) 247-257, ISBN 978-3-030-85713-4
Wydawca: Springer
DOI: 10.1007/978-3-030-85713-4_24

Identifying Privacy Risks raised by Utility Queries

Autorzy: Asghar, Hira and Bobineau, Christophe and Rousset, Marie-Christine
Opublikowane w: 23rd International conference on Web Information Systems Engineering (WISE 2022), 2022, ISBN 978-3-031-20891-1
Wydawca: SPRINGER

Multi-Objective Reinforcement Learning for Designing Ethical Environments

Autorzy: Manel Rodriguez-Soto, Maite Lopez-Sanchez, Juan A. Rodriguez Aguilar
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI-21}, 2021
Wydawca: International Joint Conferences on Artificial Intelligence Organization
DOI: 10.24963/ijcai.2021/76

Contextual Conditional Reasoning

Autorzy: Casini, Giovanni and Meyer, Thomas and Varzinczak, Ivan
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, Numer 35 (7), 2021, Strona(/y) 6254-6261
Wydawca: AAAI Press

Learning from Non-Binary Constituency Trees via Tensor Decomposition

Autorzy: Daniele Castellana; Davide Bacciu
Opublikowane w: COLING, Numer 37, 2021, ISSN 2161-4407
Wydawca: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.346

Flexible FOND Planning with Explicit Fairness Assumptions

Autorzy: Rodriguez, Ivan D.; Bonet, Blai; Sardina, Sebastian; Geffner, Hector
Opublikowane w: The 31st International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 290--298
Wydawca: AAAI

Hybridization of Racing Methods with Evolutionary Operators for Simulation Optimization of Traffic Lights Programs

Autorzy: Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba
Opublikowane w: Proceedings of the 21st European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP 2021), Held as Part of EvoStar 2021, 2021, Strona(/y) 17-33, ISBN 978-3-030-72904-2
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-72904-2_2

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

Autorzy: M. Tomlein, M. Kompan, M. Bielikova et al
Opublikowane w: Fifteenth ACM Conference on Recommender Systems, 2021, ISBN 978-1-4503-8458-2
Wydawca: RecSys '22: Sixteenth ACM Conference on Recommender Systems
DOI: 10.1145/3460231.3474241

Model-theoretic Characterizations of Rule-based Ontologies

Autorzy: Marco Console, Phokion Kolaitis, Andreas Pieris
Opublikowane w: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, Numer 2021, 2021
Wydawca: Association for Computer Machinery, inc.

A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study

Autorzy: Zakaria Abdelmoiz Dahi , Gabriel Luque, Enrique Alba
Opublikowane w: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, 2022, Strona(/y) xx-xx, ISSN 0302-9743
Wydawca: Springer
DOI: 10.1007/978-3-031-02462-7_36

Enforcing Natural Properties of Choice Functions, with Application for Combination

Autorzy: Nic Wilson
Opublikowane w: Proceedings ECAI 2023, Numer 2023, 2023
Wydawca: IOS Press
DOI: 10.3233/faia230572

Learning General Planning Policies from Small Examples Without Supervision

Autorzy: Francès, Guillem; Bonet, Blai; Geffner, Hector
Opublikowane w: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 11801--11808
Wydawca: AAAI

Think Big, Teach Small:Do Language Models Distil Occam’s Razor?

Autorzy: G Jaimovitch, DC Falcon, C Ferri, JH Orallo
Opublikowane w: (NeurIPS 2021, 2021
Wydawca: Neurips

Iterative Depth-First Search for Fully Observable Non-Deterministic Planning

Autorzy: Ramon Fraga Pereira; Frederico Messa; Andre Grahl Pereira; Giuseppe De Giacomo
Opublikowane w: The 32nd International Conference on Automated Planning and Scheduling, 2022
Wydawca: AAAI

Transforming Robotic Plans with Timed Automata to Solve Temporal Platform Constraints

Autorzy: Tarik Viehmann; Till Hofmann; Gerhard Lakemeyer
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 2083-2089
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/287

Human-in-the-loop Learning for Safe Exploration through Anomaly Prediction and Intervention

Autorzy: Prajit T. Rajendran, Huascar Espinoza, Agnes Delaborde, Chokri Mraidha
Opublikowane w: 2022
Wydawca: CEUR-WS.org

Learning Proof Transformations and Its Applications in Interactive Theorem Proving

Autorzy: Liao Zhang, Lasse Blaauwbroek, Cezary Kaliszyk & Josef Urban
Opublikowane w: Frontiers of Combining Systems. FroCoS 2023. Lecture Notes in Computer Science, Numer vol 14279, 2023, Strona(/y) 236-254, ISBN 978-3-031-43368-9
Wydawca: Springer
DOI: 10.1007/978-3-031-43369-6_13

Benchmarking Approximate Consistent Query Answering

Autorzy: Marco Calautti, Marco Console, Andreas Pieris
Opublikowane w: PODS'21: Proceedings of the 40th {ACM} SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, Numer 2021, 2021
Wydawca: ACM
DOI: 10.1145/3452021.3458309

Translating SUMO-K to Higher-Order Set Theory

Autorzy: Chad E. Brown, Adam Pease & Josef Urban
Opublikowane w: Frontiers of Combining Systems. FroCoS 2023. Lecture Notes in Computer Science, Numer vol 14279, 2023, Strona(/y) 255-274, ISBN 978-3-031-43368-9
Wydawca: Springer
DOI: 10.1007/978-3-031-43369-6_14

Abstraction in Data Integration

Autorzy: Gianluca Cima, Marco Console, Maurizio Lenzerini, Antonella Poggi
Opublikowane w: 36th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2021, Rome, Italy, June 29 - July 2, 2021, Numer 2021, 2021
Wydawca: IEEE

Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits

Autorzy: Fabrizio Ventola, Devendra Singh Dhami and Kristian Kersting
Opublikowane w: International Conference on Inductive Logic Programming, Numer 30, 2021
Wydawca: Springer

Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning

Autorzy: Micheli, A.; Valentini, A.
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 11895-11902
Wydawca: AAAI

Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers

Autorzy: Š̌. Pócoš, I. Bečková, T. Kuzma, I. Farkaš
Opublikowane w: 1st TAILOR workshop, LNCS Springer, 2021, ISBN 978-3-030-73959-1
Wydawca: Springer
DOI: 10.1007/978-3-030-73959-1_9

HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO

Autorzy: Katharina Eggensperger, Philipp Müller, Neeratyoy Mallik, Matthias Feurer, Rene Sass, Aaron Klein, Noor Awad, Marius Lindauer, Frank Hutter
Opublikowane w: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021
Wydawca: Advances in Neural Information Processing Systems

Best-First Width Search for Lifted Classical Planning

Autorzy: ‪Augusto B. Corrêa‬; Jendrik Seipp
Opublikowane w: The 32nd International Conference on Automated Planning and Scheduling, 2022
Wydawca: AAAI

Learning Constraint Networks over Unknown Constraint Languages

Autorzy: Christian Bessiere, Clément Carbonnel, Areski Himeur
Opublikowane w: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 2023, Strona(/y) 1876--1883
Wydawca: ijcai.org
DOI: 10.24963/ijcai.2023/208

Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art

Autorzy: Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez
Opublikowane w: Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR, 2021, Strona(/y) 123-139, ISBN 978-3-030-73959-1
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_12

The impact of using constraints on counterfactual explanations

Autorzy: Maciej Falbogowski, Jerzy Stefanowski, Zuzanna Trafas, Adam Wojciechowski
Opublikowane w: Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, Numer 2022, 2022, Strona(/y) 81-84
Wydawca: Gdynia Maritime University

Compositional Approach to Translate LTLf/LDLf into Deterministic Finite Automata

Autorzy: Giuseppe De Giacomo; Marco Favorito
Opublikowane w: Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021, Strona(/y) 122-130
Wydawca: AAAI

A Boolean Extension of KLM-Style Conditional Reasoning

Autorzy: Paterson-Jones, Guy and Casini, Giovanni and Meyer, Thomas
Opublikowane w: Artificial Intelligence Research. Communications in Computer and Information Science, Numer 1342, 2020, Strona(/y) 236-252, ISBN 978-3-030-66151-9
Wydawca: Springer

The Nondeterministic Situation Calculus

Autorzy: Giuseppe De Giacomo; Yves Lespérance
Opublikowane w: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Strona(/y) 216–226
Wydawca: IJCAI

On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract)

Autorzy: Adnan Darwiche, Pierre Marquis
Opublikowane w: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Strona(/y) 5718-5721
Wydawca: IJCAI
DOI: 10.24963/ijcai.2022/797

Model-theoretic Characterizations of Rule-based Ontologies

Autorzy: Marco Console, Phookion Kolaitis, Andreas Pieris
Opublikowane w: Proceedings of the 34th International Workshop on Description Logics (DL 2021) part of Bratislava Knowledge September (BAKS 2021), Bratislava, Slovakia, September 19th to 22nd, 2021, Numer 2021, 2021
Wydawca: CEUR-WS.org

A Computationally Grounded Logic of 'Seeing-to-it-that'

Autorzy: Andreas Herzig, Emiliano Lorini, Elise Perrotin
Opublikowane w: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, 2022, Strona(/y) 2648--2654
Wydawca: ijca.org
DOI: 10.24963/ijcai.2022/367

Deriving a Single Interpretable Model by Merging Tree-Based Classifiers

Autorzy: Valerio Bonsignori, Riccardo Guidotti, Anna Monreale
Opublikowane w: Discovery Science. DS 2021. Lecture Notes in Computer Science, Numer 12986, 2021, ISBN 978-3-030-88942-5
Wydawca: Springer
DOI: 10.1007/978-3-030-88942-5_27

On the Power of Automata Minimization in Temporal Synthesis

Autorzy: Shufang Zhu; Lucas M. Tabajara; Geguang Pu; Moshe Y. Vardi
Opublikowane w: The Twelfth International Symposium on Games, Automata, Logics, and Formal Verification, 2021, Strona(/y) 117--134
Wydawca: EPTCS

Learning Aggregation Functions

Autorzy: Pellegrini, Giovanni ; Frasconi, Paolo ; Passerini, Andrea; Jaeger, Manfred
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Wydawca: International Joint Conferences on Artificial Intelligence

A New Approach to Design Symmetry Invariant Neural Networks

Autorzy: Piotr Kicki; Piotr Skrzypczyński; Mete Ozay
Opublikowane w: IEEE International Joint Conference on Neural Networks (IJCNN), Numer 2021, 2021, Strona(/y) 1-8
Wydawca: IEEE

A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems

Autorzy: Damiano Brunori; Stefania Colonnese; Francesca Cuomo; Luca Iocchi
Opublikowane w: arxiv, 2021
Wydawca: Cornell University
DOI: 10.48550/arxiv.2105.05094

Robust Malware Classification via Deep Graph Networks on Call Graph Topologies

Autorzy: Federico Errica, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Alessio Micheli
Opublikowane w: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learnin, 2021, ISBN 97828758708
Wydawca: ESANN
DOI: 10.14428/esann/2021.es2021-82

Saturated Post-hoc Optimization for Classical Planning.

Autorzy: Jendrik Seipp; Thomas Keller; Malte Helmert
Opublikowane w: Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 11947-11953
Wydawca: AAAI Press
DOI: 10.5451/unibas-ep84299

Safe Reinforcement Learning via Probabilistic Logic Shields

Autorzy: Wen-Chi Yang, Giuseppe Marra, Gavin Rens, Luc De Raedt
Opublikowane w: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Strona(/y) 5739-5749, ISBN 978-1-956792-03-4
Wydawca: International Joint Conferences on Artificial Intelligence
DOI: 10.24963/ijcai.2023/637

Inferring Agents Preferences as Priors for Probabilistic Goal Recognition

Autorzy: Kin Max Gusmão; Ramon Fraga Pereira; Felipe Meneguzzi
Opublikowane w: SPARK Workshop (ICAPS), 2021
Wydawca: AAAI

A Survey on Quantum Computer Simulators

Autorzy: Zakaria Abdelmoiz Dahi, Enrique Alba, Rodrigo Gil-Merino, Francisco Chicano, Gabriel Luque
Opublikowane w: 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2021, Strona(/y) 941-946, ISBN 978-84-09-30514-8
Wydawca: CAEPIA

Synthesis with Mandatory Stop Actions

Autorzy: Giuseppe De Giacomo; Antonio Di Stasio; Giuseppe Perelli; Shufang Zhu
Opublikowane w: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Strona(/y) 237–246
Wydawca: IJCAI

Sum-Product Loop Programming: From Probabilistic Circuits to Loop Programming

Autorzy: Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami and Kristian Kersting
Opublikowane w: International Conference on Principles of Knowledge Representation and Reasoning, Numer 19, 2022
Wydawca: IJCAI organization

Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading

Autorzy: J. Simko, M. Kompan, M. Bielikova et al
Opublikowane w: UMAP, 2022, ISBN 978-1-4503-8367-7
Wydawca: Association for Computing Machinery
DOI: 10.1145/3450614.3463353

Guiding an Instantiation Prover with Graph Neural Networks

Autorzy: Karel Chvalovský, Konstantin Korovin, Jelle Piepenbrock and Josef Urban
Opublikowane w: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Numer vol 94, 2023, Strona(/y) pages 112--123
Wydawca: EasyChair
DOI: 10.29007/tp23

Loopless Top-k Planning

Autorzy: Julian von Tschammer; Robert Mattmüller; David Speck
Opublikowane w: The 32nd International Conference on Automated Planning and Scheduling, 2022
Wydawca: AAAI

Intensional and Extensional Views in DL-Lite Ontologies

Autorzy: Marco Console; Giuseppe De Giacomo; Maurizio Lenzerini; Manuel Namici
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 1822-1828
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/251

Synthesizing Best-Effort Strategies under Multiple Environment Specifications

Autorzy: Benjamin Aminof and Giuseppe De Giacomo and Alessio Lomuscio and Aniello Murano and Sasha Rubin
Opublikowane w: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Wydawca: IJCAI

Can language models automate data wrangling?

Autorzy: Gonzalo Jaimovitch-Lopez, Cesar Ferri, Jose Hernandez-Orallo, Fernando Martínez-Plumed and María José Ramírez-Quintana
Opublikowane w: ECMLPKDD Workshop on Automating Data Science (ADS 2021), 2021
Wydawca: Automating Data Science

Utilizing Assessment List for Trustworthy AI: three areas of improvement for ethics-based assessments and audits

Autorzy: Adrian Gavornik, Juraj Podroužek, Matus Mesarcik, Sara Solarova, Stefan Oresko and Maria Bielikova
Opublikowane w: Proceedings of the 2nd Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies - AIofAI 2022, 2022, ISSN 1613-0073
Wydawca: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

Discovering Declarative Process Model Behavior from Event Logs via Model Learning

Autorzy: Simone Agostinelli, Giacomo Bergami, Alessio Fiorenza, Fabrizio Maria Maggi, Andrea Marrella, Fabio Patrizi
Opublikowane w: 3rd International Conference on Process Mining, {ICPM} 2021, Eindhoven, The Netherlands, October 31 - Nov. 4, 2021, Numer 2021, 2021
Wydawca: IEEE
DOI: 10.1109/icpm53251.2021.9576870

Complexity of Inconsistency-Tolerant Query Answering in Datalog+/--under Preferred Repairs

Autorzy: Lukasiewicz, Thomas and Malizia, Enrico and Molinaro, Cristian
Opublikowane w: Proceedings of the International Conference on Principles of Knowledge Representation and Reasoning}, Numer Volume 19, number 1, 2023, Strona(/y) 472-481, ISBN 978-1-956792-02-7
Wydawca: IJCAI Organization

Online Learning of Action Models for PDDL Planning

Autorzy: Leonardo Lamanna; Alessandro Saetti; Luciano Serafini; Alfonso Gerevini; Paolo Traverso
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 4112-4118
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/566

Neuro-Symbolic Constraint Programming for Structured Prediction

Autorzy: Dragone, Paolo; Teso, Stefano; Passerini, Andrea
Opublikowane w: NeSy’21: 15th International Workshop on Neural-Symbolic Learning and Reasoning, 2021
Wydawca: ISSN 1613-0073 CEUR Workshop Proceedings

On the Variation of Max Regret with respect to the Scaling of the Objectives

Autorzy: Nic Wilson
Opublikowane w: Proceedings ECAI 2023, Numer 2023, 2023
Wydawca: IOS Press
DOI: 10.3233/faia230571

Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis

Autorzy: Giuseppe De Giacomo; Antonio Di Stasio; Lucas M. Tabajara; Moshe Vardi; Shufang Zhu
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Strona(/y) 1852-1858
Wydawca: IJCAI
DOI: 10.24963/ijcai.2021/255

Online Action Recognition

Autorzy: Suárez-Hernández, A.; Segovia-Aguas, J.; Torras, C.; Alenyà, G.
Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Strona(/y) 11981-11989
Wydawca: AAAI

A Dynamic Epistemic Logic with Finite Iteration and Parallel Composition

Autorzy: Andreas Herzig; Frédéric Maris; Elise Perrotin
Opublikowane w: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Strona(/y) 676–680
Wydawca: IJCAI
DOI: 10.24963/kr.2021/68

Stream-level Latency Evaluation for Simultaneous Machine Translation

Autorzy: Iranzo-Sánchez, Javier ; Civera, Jorge ; Juan, Alfons
Opublikowane w: EMNLP 2021, 2021
Wydawca: Cornel University
DOI: 10.48550/arxiv.2104.08817

ASP-Based Declarative Process Mining

Autorzy: Francesco Chiariello; Fabrizio Maria Maggi; Fabio Patrizi
Opublikowane w: The 36th AAAI Conference on Artificial Intelligence, 2022
Wydawca: AAAI

OpenML Benchmarking Suites

Autorzy: Bernd Bischl, Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Pieter Gijsbers, Frank Hutter, Michel Lang, Rafael Gomes Mantovani, Jan van Rijn, Joaquin Vanschoren
Opublikowane w: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2), 2021
Wydawca: Advances in Neural Information Processing Systems

DP-CTGAN: Differentially Private Medical Data Generation using CTGANs

Autorzy: Mei Ling Fang, Devendra Singh Dhami and Kristian Kersting,
Opublikowane w: Artificial Intelligence in Medicine, Numer 20, 2022
Wydawca: Springer

Optimizing Post-hoc Explainability Algorithm for Finding Faithful and Understandable Explanations for a Combination of Model, Task and Data

Autorzy: Martin Tamajka, Marcel Vesely, Marian Simko
Opublikowane w: XAI at IJCAI 2022, 2022
Wydawca: IJCAI

Landmark-Based Approaches for Goal Recognition as Planning

Autorzy: Ramon Fraga Pereira; Nir Oren; Felipe Meneguzzi
Opublikowane w: The 31st International Conference on Automated Planning and Scheduling, 2021
Wydawca: AAAI

piBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization

Autorzy: Carl Hvarfner, Danny Stoll, Artur Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
Opublikowane w: The Tenth International Conference on Learning Representations, 2022
Wydawca: International Conference on Learning Representations

OPTION : optimization algorithm benchmarking ontology.

Autorzy: Ana Kostovska, Diederick Vermetten, Carola Doerr, Sašo Džeroski, Panče Panov, Tome Eftimov
Opublikowane w: GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2021, Strona(/y) 239-240, ISBN 978-1-4503-8350-9
Wydawca: ACM = Association for Computing Machinery
DOI: 10.1145/3449726.3459579

Computing Abductive Explanations for Boosted Trees

Autorzy: Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
Opublikowane w: Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, 2023, Strona(/y) PMLR 206:4699-4711
Wydawca: MLResearchPress

Machine Learning for Utility Prediction in Argument-Based Computational Persuasion

Autorzy: Donadello, Ivan; Hunter, Anthony; Teso, Stefano; Dragoni, Mauro
Opublikowane w: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Wydawca: AAAI Press
DOI: 10.48550/arxiv.2112.04953

Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models

Autorzy: Matej Zecevic, Devendra Singh Dhami, Athresh Karanam, Sriraam Natarajan and Kristian Kersting
Opublikowane w: Advances in Neural Information Processing Systems, Numer 34, 2021
Wydawca: Neural Information Processing Systems

An Efficient QAOA via a Polynomial QPU-Needless Approach

Autorzy: Francisco Chicano, Zakaria Dahi, Gabriel Luque
Opublikowane w: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Numer 400, 2023, Strona(/y) 2187-2194, ISBN 9798400701207
Wydawca: ACM
DOI: 10.1145/3583133.3596409

Interactive Label Cleaning with Example-based Explanations

Autorzy: Teso, Stefano; Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea
Opublikowane w: Advances in Neural Information Processing Systems, 2021
Wydawca: Neural Information Processing Systems Foundation, Inc. (NIPS)

Optimising Communication Overhead in Federated Learning Using NSGA-II

Autorzy: José Ángel Morell , Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba
Opublikowane w: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, 2022, Strona(/y) xx-xx, ISSN 0302-9743
Wydawca: Springer
DOI: 10.1007/978-3-031-02462-7_21

Finding Structure and Causality in Linear Programs

Autorzy: Matej Zečević, Florian Peter Busch, Devendra Singh Dhami and Kristian Kersting
Opublikowane w: ICLR Workshop on the Elements of Reasoning: Objects, Structure and Causality, Numer 1, 2022
Wydawca: openreview

Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge of Attacks

Autorzy: Andreas Herzig, Antonio Yuste-Ginel
Opublikowane w: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, 2021, Strona(/y) 1922--1928
Wydawca: ijca.org
DOI: 10.24963/ijcai.2021/265

An LP-Based Approach for Goal Recognition as Planning

Autorzy: Luisa R. de A. Santos; Felipe Meneguzzi; Ramon Fraga Pereira; Andre G. Pereira
Opublikowane w: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Wydawca: AAAI

Human-in-the-Loop Learning Methods Toward Safe DL-Based Autonomous Systems: A Review

Autorzy: Prajit T. Rajendran, Huascar Espinoza, Agnes Delaborde, Chokri Mraidha
Opublikowane w: 2021
Wydawca: Springer
DOI: 10.1007/978-3-030-83906-2\_20

Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

Autorzy: Sebastian Pineda Arango, Fabio Ferreira, Arlind Kadra, Frank Hutter, Josif Grabocka
Opublikowane w: arxiv, 2023
Wydawca: arxiv
DOI: 10.48550/arxiv.2306.03828

Recognizing LTLf/PLTLf Goals in Fully Observable Non-Deterministic Domain Models

Autorzy: Pereira, Ramon Fraga; Fuggitti, Francesco; De Giacomo, Giuseppe
Opublikowane w: arxiv, Numer 51, 2021
Wydawca: Cornell University
DOI: 10.48550/arxiv.2103.11692

AutoML Adoption in ML Software

Autorzy: van der Blom, Koen and Serban, Alex and Hoos, Holger and Visser, Joost
Opublikowane w: 8th ICML Workshop on Automated Machine Learning, 2021
Wydawca: Openreview.net

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

Autorzy: Hilde Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter
Opublikowane w: arxiv, 2023
Wydawca: arxiv
DOI: 10.48550/arxiv.2303.08485

Behavioral QLTL

Autorzy: De Giacomo, Giuseppe; Perelli, Giuseppe
Opublikowane w: arxiv, Numer 53, 2021
Wydawca: Cornell University
DOI: 10.48550/arxiv.2102.11184

Planning for Temporally Extended Goals in Pure-Past Linear Temporal Logic: A Polynomial Reduction to Standard Planning

Autorzy: Giuseppe De Giacomo; Marco Favorito; Francesco Fuggitti
Opublikowane w: arxiv, 2022
Wydawca: Cornell University
DOI: 10.48550/arxiv.2204.09960

Maximal and minimal dynamic Petri net slicing

Autorzy: Llorens, Marisa; Oliver, Javier; Silva, Josep; Tamarit, Salvador
Opublikowane w: Arxiv, Numer 13, 2021
Wydawca: Arxiv

Self-Correcting Bayesian Optimization through Bayesian Active Learning

Autorzy: Carl Hvarfner, Erik Hellsten, Frank Hutter, Luigi Nardi
Opublikowane w: 2023
Wydawca: arxiv
DOI: 10.48550/arxiv.2304.11005

Advances in MetaDL: AAAI 2021 Challenge and Workshop

Autorzy: El Baz, Adrian and Guyon, Isabelle and Liu, Zhengying and van Rijn, Jan N. and Treguer, Sebastien and Vanschoren, Joaquin
Opublikowane w: Proceedings of Machine Learning Research, 2021
Wydawca: Proceedings of Machine Learning Research

Conditional Teaching Size

Autorzy: Garcia-Piqueras, Manuel; Hernández-Orallo, José
Opublikowane w: Conditional Teaching Size, Numer 24, 2021
Wydawca: Arxiv

Learning constraints through partial queries

Autorzy: Christian Bessiere, Clément Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis C. Tsouros, Toby Walsh
Opublikowane w: Artif. Intell., Numer volume 319, 2023, Strona(/y) 103896, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2023.103896

GLocalX - From Local to Global Explanations of Black Box AI Models

Autorzy: Mattia Setzu and Riccardo Guidotti and Anna Monreale and Franco Turini and Dino Pedreschi and Fosca Giannotti
Opublikowane w: Artificial Intelligence Journal, Numer 294, 2021, Strona(/y) 103457, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2021.103457

Climate Variability Indices—A Guided Tour

Autorzy: Mateusz Norel; Michał Kałczyński; Iwona Pińskwar; Krzysztof Krawiec; Zbigniew W. Kundzewicz
Opublikowane w: Geosciences, Numer 1, 2021, ISSN 2076-3263
Wydawca: MDPI
DOI: 10.3390/geosciences11030128

The art of compensation: How hybrid teams solve collective-risk dilemmas

Autorzy: Inês Terrucha, Elias Fernández Domingos, Francisco C. Santos, Pieter Simoens, Tom Lenaerts
Opublikowane w: PLOS ONE, Numer 19, 2024, Strona(/y) e0297213, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0297213

Machine Learning Modeling of Climate Variability Impact on River Runoff

Autorzy: Norel, Mateusz and Krawiec, Krzysztof and Kundzewicz, Zbigniew W
Opublikowane w: Water, Numer 9, 2021, ISSN 2073-4441
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/w13091177

K-plex cover pooling for graph neural networks

Autorzy: Davide Bacciu; Alessio Conte; Roberto Grossi; Francesco Landolfi; Andrea Marino
Opublikowane w: Data Mining and Knowledge Discovery, Numer 5, 2021, ISSN 1384-5810
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10618-021-00779-z

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

Autorzy: Ivan Srba, Robert Moro, Matus Tomlein, Branislav Pecher, Jakub Simko, Elena Stefancova, Michal Kompan, Andrea Hrckova, Juraj Podrouzek, Adrian Gavornik, and Maria Bielikova
Opublikowane w: ACM Transactions on Recommender Systems Volume 1 Numer 1 Article No.: 6 pp 1–33, 2022, ISSN 2770-6699
Wydawca: Association for Computing Machinery
DOI: 10.1145/3568392

A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment

Autorzy: Maaroof, Najlaa and Moreno, Antonio and Valls, Aida and Jabreel, Mohammed and Szeląg, Marcin
Opublikowane w: Applied Sciences, Numer 7, 2022, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app12073358

Hierarchical Task Assignment and Path Finding with Limited Communication for Robot Swarms

Autorzy: "Dario Albani and Wolfgang {H\""onig} and Daniele Nardi and Nora Ayanian and Vito Trianni"
Opublikowane w: Applied Sciences, 2021, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app11073115

P systems in the time of COVID-19

Autorzy: Fernando Baquero; Marcelino Campos; Carlos Llorens; José M. Sempere
Opublikowane w: P systems in the time of COVID-19, Numer 18, 2021, ISSN 2523-8914
Wydawca: Springer
DOI: 10.1007/s41965-021-00083-1

Embedding reactive behavior into artifact-centric business process models

Autorzy: Xavier Oriol; Giuseppe De Giacomo; Montserrat Estañol; Ernest Teniente
Opublikowane w: Future Generation Computer Systems, 2021, ISSN 0167-739X
Wydawca: Elsevier BV
DOI: 10.1016/j.future.2020.11.018

The impact of data difficulty factors on classification of imbalanced and concept drifting data streams

Autorzy: Dariusz Brzezinski and Leandro L. Minku and Tomasz Pewinski and Jerzy Stefanowski and Artur Szumaczuk
Opublikowane w: Knowledge Information Systems, Numer 63, 2021, Strona(/y) 1429-1469, ISSN 0219-1377
Wydawca: Springer Verlag
DOI: 10.1007/s10115-021-01560-w

Instance-Level Update in DL-Lite Ontologies through First-Order Rewriting

Autorzy: Giuseppe De Giacomo; Xavier Oriol; Riccardo Rosati; Domenico Fabio Savo
Opublikowane w: Journal of Artificial Intelligence Research, 2021, Strona(/y) 1335--1371, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12414

Synthesis and Properties of Optimally Value-Aligned Normative Systems

Autorzy: Nieves Montes, Carles Sierra
Opublikowane w: Journal of Artificial Intelligence Research, Numer 74, 2022, Strona(/y) 1739-1774, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13487

Learning MAX-SAT from contextual examples for combinatorial optimisation

Autorzy: Mohit Kumar, Samuel Kolb, Stefano Teso, Luc De Raedt
Opublikowane w: Artificial Intelligence, Numer 314, 2024, Strona(/y) 103794, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2022.103794

Dynastic Potential Crossover Operator

Autorzy: Chicano Francisco, Ochoa Gabriela, Whitley L. Darrell, Tinós, Renato
Opublikowane w: Evolutionary Computation, 2021, Strona(/y) 1-35, ISSN 1063-6560
Wydawca: MIT Press
DOI: 10.1162/evco_a_00305

A Lightweight Epistemic Logic and its Application to Planning

Autorzy: Martin C. Cooper; Andreas Herzig; Faustine Maffre; Frédéric Maris; Elise Perrotin; Pierre Régnier
Opublikowane w: Artificial Intelligence, 2020, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2020.103437

Instilling moral value alignment by means of multi-objective reinforcement learning

Autorzy: Rodriguez-Soto, M., Serramia, M., Lopez-Sanchez, M. et al
Opublikowane w: Ethics and Information Technology, 2022, ISSN 1388-1957
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10676-022-09635-0

Enhancing and Evaluating the Product Fuzzy DPLL Solver

Autorzy: Ivor Uhliarik
Opublikowane w: SN Comput. Sci. 3(5): 388, 2022, ISSN 2661-8907
Wydawca: Springer
DOI: 10.1007/s42979-022-01192-z

ReliefE : feature ranking in high dimensional spaces via manifold embeddings

Autorzy: Blaž Škrlj, Sašo Džeroski, Nada Lavrač and Matej Petković
Opublikowane w: Machine learning, Numer 111, 2022, Strona(/y) 273-317, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10994-021-05998-5

ACVIZ: A tool for the visual analysis of the configuration of algorithms with irace

Autorzy: Marcelo de Souza, Marcus Ritt, Manuel Lopez-Ibanez, Leslie Pérez Cáceres
Opublikowane w: Operations Research Perspectives, 2021, Strona(/y) 100186, ISSN 2214-7160
Wydawca: Elsevier BV
DOI: 10.1016/j.orp.2021.100186

Resource separation in dynamic logic of propositional assignments

Autorzy: Joseph Boudou; Andreas Herzig; Nicolas Troquard
Opublikowane w: Journal of Logical and Algebraic Methods in Programming, 2021, ISSN 2352-2208
Wydawca: Elsevier BV
DOI: 10.1016/j.jlamp.2021.100683

What makes multi-class imbalanced problems difficult? An experimental study

Autorzy: Mateusz Lango, Jerzy Stefanowski
Opublikowane w: Expert Systems with Applications, Numer 199, 2022, ISSN 0957-4174
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.116962

Metamodeling and metaquerying in OWL 2 QL

Autorzy: Maurizio Lenzerini, Lorenzo Lepore, Antonella Poggi
Opublikowane w: Artificial Intelligence, Numer 292, 2021, ISSN 0004-3702
Wydawca: Elsevier BV

A computational model of Ostrom's Institutional Analysis and Development framework

Autorzy: Nieves Montes, Nardine Osman, Carles Sierra
Opublikowane w: Artificial Intelligence, Numer 311, 2024, Strona(/y) 103756, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2022.103756

Inferring strategies from observations in long iterated Prisoner’s dilemma experiments

Autorzy: Eladio Montero-Porras, Jelena Grujić, Elias Fernández Domingos, Tom Lenaerts
Opublikowane w: Scientific Reports, Numer 12, 2022, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-022-11654-2

Metaheuristics on quantum computers: Inspiration, simulation and real execution

Autorzy: Zakaria Abdelmoiz Dahi, Enrique Alba
Opublikowane w: Future Generation Computer Systems, 2022, Strona(/y) 164-180, ISSN 0167-739X
Wydawca: Elsevier BV
DOI: 10.1016/j.future.2021.12.015

A multidimensional culturally adapted representation of emotions for affective computational simulation and recognition

Autorzy: Joaquín Taverner; Emilio Vivancos; Vicente Botti
Opublikowane w: IEEE Transaction on Affective Computing, Numer 12, 2022, ISSN 1949-3045
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taffc.2020.3030586

Explaining the performance of multilabel classification methods with data set properties

Autorzy: Jasmin Bogatinovski,Ljupčo Todorovski,Sašo Džeroski,Dragi Kocev
Opublikowane w: International journal of intelligent systems, 2022, ISSN 0884-8173
Wydawca: John Wiley & Sons Inc.
DOI: 10.1002/int.22840

FairLens: Auditing black-box clinical decision support systems

Autorzy: Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
Opublikowane w: Information Processing & Management, Numer 58, 2021, ISSN 0306-4573
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2021.102657

Hybridization of Evolutionary Operators with Elitist Iterated Racing for the Simulation Optimization of Traffic Lights Programs

Autorzy: Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba
Opublikowane w: Evolutionary Computation, Numer 31, 2023, Strona(/y) 31-51, ISSN 1530-9304
Wydawca: MIT Press
DOI: 10.1162/evco_a_00314

General intelligence disentangled via a generality metric for natural and artificial intelligence.

Autorzy: José Hernández-Orallo; José Hernández-Orallo; Bao Sheng Loe; Lucy G. Cheke; Fernando Martínez-Plumed; Seán Ó hÉigeartaigh
Opublikowane w: Scientific Reports, Vol 11, Iss 1, Pp 1-16 (2021), Numer 41, 2021, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.17863/cam.78481

Signalling boosts the evolution of cooperation in repeated group interactions

Autorzy: Luis A. Martinez-Vaquero; Francisco C. Santos; Vito Trianni
Opublikowane w: Journal of the Royal Society Interface, Numer 58, 2020, ISSN 1742-5662
Wydawca: The Royal Society Publishing
DOI: 10.1098/rsif.2020.0635

SAMBA: AGeneric Framework for Secure Federated Multi-Armed Bandits

Autorzy: Radu Ciucanu and Pascal Lafourcade and Gael Marcadet and Marta Soare
Opublikowane w: Journal of Artificial Intelligence Research, 2022, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13163

Explaining and predicting customer churn by monotonic rules induced from ordinal data

Autorzy: Marcin Szeląg and Roman Słowiński
Opublikowane w: European Journal of Operational Research, Numer 2023, 2023, ISSN 0377-2217
Wydawca: Elsevier BV
DOI: 10.1016/j.ejor.2023.09.028

Combining theory of mind and abductive reasoning in agent-oriented programming

Autorzy: Nieves Montes, Michael Luck, Nardine Osman, Odinaldo Rodrigues, Carles Sierra
Opublikowane w: Autonomous Agents and Multi-Agent Systems, Numer 37, 2023, ISSN 1387-2532
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10458-023-09613-w

Evaluating local explanation methods on ground truth

Autorzy: Riccardo Guidotti; Riccardo Guidotti
Opublikowane w: Artificial Intelligence, Numer 89, 2021, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

Improvement of Contact Tracing with Citizen's Distributed Risk Maps.

Autorzy: Miguel Rebollo; Rosa M. Benito; Juan Carlos Losada; Javier Galeano
Opublikowane w: Entropy, Numer 7, 2021, ISSN 1099-4300
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23050638

Optimal training of integer-valued neural networks with mixed integer programming

Autorzy: Tómas Thorbjarnarson; Neil Yorke-Smith
Opublikowane w: urn:issn:1932-6203, Numer 57, 2023, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0261029

Effective anytime algorithm for multiobjective combinatorial optimization problems

Autorzy: Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
Opublikowane w: Information Sciences, 2021, Strona(/y) 210-228, ISSN 0020-0255
Wydawca: Elsevier BV
DOI: 10.1016/j.ins.2021.02.074

Reasoning about causality in games

Autorzy: Hammond, Lewis, James Fox, Tom Everitt, Ryan Carey, Alessandro Abate, and Michael Wooldridge
Opublikowane w: Artificial Intelligence, Numer Volume 320, 2023, Strona(/y) 103919, ISSN 1872-7921
Wydawca: Elsevier

Automating data science

Autorzy: Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams
Opublikowane w: Communications of the ACM, Numer vol. 65, issue 3, 2022, Strona(/y) 76–87, ISSN 0001-0782
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3495256

Towards a Framework for Certification of Reliable Autonomous Systems

Autorzy: Michael Fisher; Viviana Mascardi; Kristin Yvonne Rozier; Bernd-Holger Schlingloff; Michael Winikoff; Neil Yorke-Smith
Opublikowane w: Fisher , M , Mascardi , V , Rozier , K , Schlingloff , B-H , Winikoff , M & Yorke-Smith , N 2020 , ' Towards a framework for certification of reliable autonomous systems ' , Autonomous Agents and Multi-Agent Systems . https://doi.org/10.1007/s10458-020-09487-2, Numer 11, 2021, ISSN 1387-2532
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10458-020-09487-2

The Delay and Window Size Problems in Rule-Based Stream Reasoning

Autorzy: Alessandro Ronca; Mark Kaminski; Bernardo Cuenca Grau; Ian Horrocks
Opublikowane w: Artificial Intelligence, 2022, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2022.103668

Focused categorization power of ontologies: General framework and study on simple existential concept expressions

Autorzy: Vojtěch Svátek, Ondřej Zamazal, Viet Bach Nguyen, Jiří Ivánek, Ján Kľuka, Miroslav Vacura
Opublikowane w: Semantic Web, Numer 14, 2023, Strona(/y) 1209-1253, ISSN 1570-0844
Wydawca: IOS Press
DOI: 10.3233/sw-233401

Capping Methods for the Automatic Configuration of Optimization Algorithms

Autorzy: Marcelo De Souza, Marcus Ritt, Manuel Lopez-Ibanez
Opublikowane w: Computers and Operations Research, 2022, Strona(/y) 105615, ISSN 0305-0548
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.cor.2021.105615

What and How of Machine Learning Transparency:Building Bespoke Explainability Tools withInteroperable Algorithmic Components

Autorzy: Kacper Sokol, Alexander Hepburn, Raul Santos-Rodriguez, Peter Flach
Opublikowane w: Journal of Open Source Education, Numer 5, 2022, Strona(/y) 175, ISSN 2577-3569
Wydawca: Journal of Open Source Education
DOI: 10.21105/jose.00175

A multi-objective approach for communication reduction in federated learning under devices heterogeneity constraints

Autorzy: José Ángel Morell, Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba
Opublikowane w: Future Generation Computer Systems, Numer 155, 2024, Strona(/y) 367-383, ISSN 0167-739X
Wydawca: Elsevier BV
DOI: 10.1016/j.future.2024.02.022

FAT Forensics: A Python toolbox for algorithmic fairness, accountability and transparency

Autorzy: Kacper Sokol, Raul Santos-Rodriguez, Peter Flach
Opublikowane w: Software Impacts, Numer 14, 2023, Strona(/y) 100406, ISSN 2665-9638
Wydawca: Elsevier
DOI: 10.1016/j.simpa.2022.100406

MLLP-VRAIN Spanish ASR Systems for the Albayzín-RTVE 2020 Speech-to-Text Challenge: Extension

Autorzy: Baquero-Arnal, Pau; Jorge, Javier; Giménez, Adrià; Iranzo-Sánchez, Javier; Pérez-González-de-Martos, Alejandro; Garcés Díaz-Munío, Gonçal V; Silvestre-Cerdà, Joan Albert; Civera, Jorge; Sanchis, Albert; Juan, Alfons
Opublikowane w: Applies Sciences, 2022, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app12020804

Feature ranking for semi-supervised learning

Autorzy: Matej Petković, Sašo Džeroski & Dragi Kocev
Opublikowane w: Machine Learning Journal, Numer vol. 111, 2022, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10994-022-06181-0

Qualitative uncertainty and dynamics of argumentation through dynamic logic

Autorzy: Antonio Yuste-Ginel and Andreas Herzig
Opublikowane w: J. Log. Comput., Numer volume 33, number 2, 2022, Strona(/y) 370--405, ISSN 0955-792X
Wydawca: Oxford University Press
DOI: 10.1093/logcom/exac098

Exact stochastic constraint optimisation with applications in network analysis

Autorzy: Latour, Anna L.D. and Babaki, Behrouz and Fokkinga, Daniel and Anastacio, Marie and Hoos, Holger H. and Nijssen, Siegfried
Opublikowane w: Artificial Intelligence, 2022, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2021.103650

Experimental Evaluation of Description Logic Concept Learning Algorithms for Static Malware Detection

Autorzy: P. Švec, Š. Balogh, M. Homola
Opublikowane w: Proceedings of the 7th International Conference on Information Systems Security and Privacy - Volume 1: ForSE, 2021, ISSN 2184-4356
Wydawca: SciTePress
DOI: 10.5220/0010429707920799

Evolution of a theory of mind

Autorzy: Tom Lenaerts, Marco Saponara, Jorge M. Pacheco, Francisco C. Santos
Opublikowane w: iScience, Numer 27, 2024, Strona(/y) 108862, ISSN 2589-0042
Wydawca: Cell Press (Elsevier)
DOI: 10.1016/j.isci.2024.108862

On Quantifying Literals in Boolean Logic and its Applications to Explainable AI

Autorzy: Adnan Darwiche, Pierre Marquis
Opublikowane w: Journal of Artificial Intelligence Research, Numer 72(1), 2021, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12756

Order-sorted equational generalization algorithm revisited

Autorzy: Maria Alpuente, ·Santiago Escobar, Jose ́ Meseguer, Julia Sapiña
Opublikowane w: Annals of Mathematics and Artificial Intelligence, 2021, ISSN 1573-7470
Wydawca: Spring Nature
DOI: 10.1007/s10472-021-09771-1

Secure Protocols for Cumulative Reward Maximization in Stochastic Multi-Armed Bandits

Autorzy: Ciucanu, R. and Lafourcade, P. Lombard-Platet, M. and Soare, M.
Opublikowane w: Journal of Computer Security, 2022, ISSN 0926-227X
Wydawca: IOS Press

Situation calculus for controller synthesis in manufacturing systems with first-order state representation

Autorzy: Giuseppe De Giacomo; Paolo Felli; Brian Logan; Fabio Patrizi; Sebastian Sardiña
Opublikowane w: Artificial Intelligence, 2021, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2021.103598

On the complexity of rational verification

Autorzy: Gutierrez, Julian and Najib, Muhammad and Perelli, Giuseppe and Wooldridge, Michael
Opublikowane w: Annals of Mathematics and Artificial Intelligence, Numer Volume 91, number 4, 2023, Strona(/y) 409-430, ISSN 1012-2443
Wydawca: Kluwer Academic Publishers

Enhancing Lattice-Based Motion Planning With Introspective Learning and Reasoning

Autorzy: Mattias Tiger; David Bergström; Andreas Norrstig; Fredrik Heintz
Opublikowane w: IEEE Robotics and Automation Letters, 2021, Strona(/y) 4385--4392, ISSN 2377-3766
Wydawca: IEEE
DOI: 10.1109/lra.2021.3068550

Online learning of variable ordering heuristics for constraint optimisation problems

Autorzy: Floris Doolaard; Neil Yorke-Smith
Opublikowane w: Crossref, Numer 30, 2022, ISSN 1012-2443
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10472-022-09816-z

Digital twins: State of the art theory and practice, challenges, and open research questions

Autorzy: Sharma, Angira and Kosasih, Edward and Zhang, Jie and Brintrup, Alexandra and Calinescu, Anisoara
Opublikowane w: Journal of Industrial Information Integration, 2022, Strona(/y) 100383, ISSN 2452-414X
Wydawca: Elsevier
DOI: 10.1016/j.jii.2022.100383

Lifted Model Checking for Relational MDPs

Autorzy: Wen-Chi Yang, Jean-Francois Raskin, Luc De Raedt
Opublikowane w: Machine Learning, 2021, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers

Enabling Game-Theoretical Analysis of Social Rules

Autorzy: Nieves Montes, Nardine Osman, Carles Sierra
Opublikowane w: Volume 339: Artificial Intelligence Research and Development, 2021, ISSN 1879-8314
Wydawca: IOS Press
DOI: 10.3233/faia210120

Automating Data Science: Prospects and Challenges

Autorzy: De Bie, Tijl and De Raedt, Luc and Hernandez-Orallo, Jose and Hoos, Holger H and Smyth, Padhraic and Williams, Christopher KI
Opublikowane w: Communications of the ACM, 2021, ISSN 0001-0782
Wydawca: Association for Computing Machinary, Inc.

Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices

Autorzy: José Ángel Morell, Enrique Alba
Opublikowane w: Future Generation Computer Systems, Numer 133, 2024, Strona(/y) 53-67, ISSN 0167-739X
Wydawca: Elsevier BV
DOI: 10.1016/j.future.2022.02.024

autoBOT: evolving neuro-symbolic representations for explainable low resource text classification

Autorzy: Blaž Škrlj, Matej Martinc, Nada Lavrač & Senja Pollak
Opublikowane w: Machine learning, Numer vol. 110, iss. 4, 2021, Strona(/y) 989–1028, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10994-021-05968-x

Fuzzy OWL-BOOST: Learning Fuzzy Concept Inclusions via Real-Valued Boosting

Autorzy: Franco Alberto Cardillo and Umberto Straccia
Opublikowane w: Fuzzy Sets and Systems, 2021, ISSN 0165-0114
Wydawca: Elsevier BV
DOI: 10.1016/j.fss.2021.07.002

A Fresh Approach to Evaluate Performance in Distributed Parallel Genetic Algorithms

Autorzy: Harada, Tomohiro; Alba, Enrique; Luque, Gabriel
Opublikowane w: Applied Soft Computing, Numer 10, 2022, Strona(/y) 108540, ISSN 1568-4946
Wydawca: Elsevier BV
DOI: 10.1016/j.asoc.2022.108540

Cooperative concurrent games

Autorzy: Julian Gutierrez, Szymon Kowara, Sarit Kraus, Thomas Steeples, and Michael J. Wooldridge
Opublikowane w: Artificial Intelligence, Numer Volume 314, 2023, Strona(/y) 103806, ISSN 1872-7921
Wydawca: Elsevier

Knowledge-Driven Data Ecosystems Toward Data Transparency

Autorzy: Sandra Geisler, Maria-Esther Vidal, Cinzia Cappiello, Farias Loscio, Avigdor Gal, Matthias Jarke, Maurizio Lenzerini, Paolo Missier, Boris Otto, Elda Paja, Barbara Pernici, Jakob Rehof
Opublikowane w: ACM Journal of Data and Information Quality, Numer 14, 2022, ISSN 1936-1955
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3467022

A tensor framework for learning in structured domains

Autorzy: Daniele Castellana, Davide Bacciu
Opublikowane w: Neurocomputing, Numer 470, 2022, Strona(/y) 405-426, ISSN 0925-2312
Wydawca: Elsevier BV
DOI: 10.1016/j.neucom.2021.05.110

Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals

Autorzy: Michele Resta; Anna Monreale; Davide Bacciu
Opublikowane w: Numer 8, Numer 68, 2020, ISSN 1099-4300
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23081064

Defense coordination in security games: Equilibrium analysis and mechanism design

Autorzy: Jiarui Gan, Edith Elkind, Sarit Kraus, and Michael J. Wooldridge
Opublikowane w: Artificial Intelligence, Numer Volume 313, 2022, Strona(/y) 103791, ISSN 1872-7921
Wydawca: Elsevier

Live Streaming Speech Recognition Using DeepBidirectional LSTM Acoustic Models andInterpolated Language Models

Autorzy: Javier Jorge Adrià Giménez, Joan Albert Silvestre-Cerdà Jorge Civera Albert Sanchis Alfons Juan
Opublikowane w: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2022, ISSN 1558-7916
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taslp.2021.3133216

From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey

Autorzy: Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt
Opublikowane w: arXiv, 2022, ISSN 2331-8422
Wydawca: Cornell University
DOI: 10.48550/arxiv.2108.11451

Expressiveness and Nash Equilibrium in Iterated Boolean Games

Autorzy: Julian Gutierrez; Paul Harrenstein; Giuseppe Perelli; Michael Wooldridge
Opublikowane w: ACM Transactions on Computational Logic, 2021, ISSN 1529-3785
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3439900

EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES

Autorzy: A. Rumież, M. Szeląg, B. Świt-Jankowska, and P. Marciniak
Opublikowane w: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023, Strona(/y) 1373--1378, ISSN 2194-9034
Wydawca: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Counterexample-Driven Genetic Programming for Symbolic Regression with Formal Constraints

Autorzy: Iwo Błądek; Krzysztof Krawiec
Opublikowane w: IEEE Transactions on Evolutionary Computation, Numer 27, 2023, Strona(/y) 1327-1339, ISSN 1941-0026
Wydawca: IEEE
DOI: 10.1109/tevc.2022.3205286

A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness

Autorzy: Branislav Pecher, Ivan Srba, Maria Bielikova
Opublikowane w: ACM Computing Surveys, Numer 57, 2024, Strona(/y) 1-40, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3691339

MultiETSC: automated machine learning for early time series classification

Autorzy: Ottervanger, Gilles and Baratchi, Mitra and Hoos, Holger H
Opublikowane w: Data Mining and Knowledge Discovery, 2021, ISSN 1384-5810
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10618-021-00781-5

BlackBIRDS: Black-Box Inference foR Differentiable Simulators

Autorzy: Quera-Bofarull, Arnau and Dyer, Joel and Calinescu, Anisoara and Farmer, J Doyne and Wooldridge, Michael
Opublikowane w: Journal of Open Source Software, Numer Volume 8, Number 89, 2023, Strona(/y) 5776, ISSN 2475-9066
Wydawca: Journal of Open Source Software
DOI: 10.21105/joss.05776

MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning

Autorzy: Raghu Rajan, Jessica Lizeth Borja Diaz, Suresh Guttikonda, Fabio Ferreira, André Biedenkapp, Jan Ole von Hartz, Frank Hutter
Opublikowane w: Jorunal Artificial Intelligence Research, Numer Vol. 77, 2023, Strona(/y) 821--890, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.14314

T-norms driven loss functions for machine learning

Autorzy: Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra
Opublikowane w: Applied Intelligence, Numer 53, 2023, Strona(/y) 18775-18789, ISSN 0924-669X
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10489-022-04383-6

From statistical relational to neurosymbolic artificial intelligence: A survey

Autorzy: Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt
Opublikowane w: Artificial Intelligence, Numer 328, 2024, Strona(/y) 104062, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2023.104062

Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits

Autorzy: Ciucanu, R. and Delabrouille, A. and Lafourcade, P. and Soare, M
Opublikowane w: IEEE Transactions on Dependable and Secure Computing, 2022, ISSN 1545-5971
Wydawca: IEEE Computer Society

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis

Autorzy: Giovanni De Toni; Bruno Lepri; Andrea Passerini
Opublikowane w: MACHINE LEARNING, Numer 20, 2023, ISSN 1573-0565
Wydawca: Springer
DOI: 10.1007/s10994-022-06293-7

Supportive consensus

Autorzy: Alberto Palomares; Miguel Rebollo; Carlos Carrascosa
Opublikowane w: PLoS ONE, Numer 31, 2020, ISSN 1932-6203
Wydawca: Public Library of Science
DOI: 10.1371/journal.pone.0243215

Streaming cascade-based speech translation leveraged by a direct segmentation model

Autorzy: Iranzo-Sánchez, Javier; Jorge, Javier; Baquero-Arnal, Pau; Silvestre-Cerdà, Joan Albert ; Giménez, Adrià; Civera, Jorge; Sanchis, Albert; Juan, Alfons
Opublikowane w: Neural Networks, 2021, ISSN 0893-6080
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.neunet.2021.05.013

Ultimate Grounding of Abstract Concepts: A Graded Account

Autorzy: T. Reinboth, I. Farkaš
Opublikowane w: Journal of Cognition, 2022, ISSN 2514-4820
Wydawca: Ubiquity Press
DOI: 10.5334/joc.214

Generating networks of genetic processors

Autorzy: Marcelino Campos; José M. Sempere
Opublikowane w: Generating networks of genetic processors, Numer 30, 2021, ISSN 1573-7632
Wydawca: Springer Nature
DOI: 10.1007/s10710-021-09423-7

Exploring Customer Price Preference and Product Profit Role in Recommender Systems

Autorzy: M. Kompan, P. Gaspar, J. Macina, M. Cimerman, M. Bielikova
Opublikowane w: IEEE Intelligent Systems, 2021, ISSN 1541-1672
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2021.3092768

Semiautomatic generation and assessment of Java exercises in engineering education

Autorzy: David Insa; Sergio Pérez; Josep Silva; Salvador Tamarit
Opublikowane w: Computer Applications in Engineering Education, Numer 24, 2020, ISSN 1099-0542
Wydawca: Wiley Online Library
DOI: 10.1002/cae.22356

Understanding, Explanation, and Active Inference

Autorzy: Parr, Thomas and Pezzulo, Giovanni
Opublikowane w: Frontiers in Systems Neuroscience, 2021, ISSN 1662-5137
Wydawca: Frontiers Research Foundation

Expert enhanced dynamic time warping based anomaly detection

Autorzy: Kloska M., Grmanova G., Rozinajova V.
Opublikowane w: Expert Systems with Applications, 2023, ISSN 0957-4174
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2023.120030

Towards Visual Semantics

Autorzy: Fausto Giunchiglia; Luca Erculiani; Andrea Passerini
Opublikowane w: SN COMPUTER SCIENCE, Numer 69, 2021, ISSN 2661-8907
Wydawca: Springer Nature
DOI: 10.1007/s42979-021-00839-7

A takeover time-driven adaptive evolutionary algorithm for mobile user tracking in pre-5G cellular networks

Autorzy: Zakaria Abdelmoiz Dahi, Enrique Alba, Gabriel Luque
Opublikowane w: Applied Soft Computing, 2022, Strona(/y) 107992, ISSN 1568-4946
Wydawca: Elsevier BV
DOI: 10.1016/j.asoc.2021.107992

A Study of Fake News Reading and Annotating in Social Media Context

Autorzy: Jakub Simko, Patrik Racsko, Matus Tomlein, Martin Hanakova, Robert Moro, Maria Bielikova
Opublikowane w: New Review of Hypermedia and Multimedia, 2021, ISSN 1740-7842
Wydawca: Taylor & Francis
DOI: 10.1080/13614568.2021.1889691

On the explanatory power of Boolean decision trees

Autorzy: Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Opublikowane w: Data & Knowledge Engineering, Numer 142, 2022, Strona(/y) 102088, ISSN 1872-6933
Wydawca: Science Direct
DOI: 10.1016/j.datak.2022.102088

Automatic Question Generation Based on Sentence Structure Analysis using Machine Learning Approach

Autorzy: M.Blšták, V. Rozinajová
Opublikowane w: Natural Language Engineering - journal, 2021, ISSN 1351-3249
Wydawca: Cambridge University Press
DOI: 10.1017/s1351324921000139

On the Languages Accepted by Watson-Crick Finite Automata with Delays

Autorzy: José M. Sempere
Opublikowane w: Numer 8, Numer 9, 2021, ISSN 2227-7390
Wydawca: MDPI Academic Open Access Publishing
DOI: 10.3390/math9080813

Error curves for evaluating the quality of feature rankings.

Autorzy: Ivica Slavkov; Matej Petković; Pierre Geurts; Dragi Kocev; Sašo Džeroski
Opublikowane w: PeerJ computer science, Numer 12, 2020, Strona(/y) e310-1-e310-39, ISSN 2376-5992
Wydawca: PeerJ, Inc.
DOI: 10.7717/peerj-cs.310

Merge-and-Shrink: A Compositional Theory of Transformations of Factored Transition Systems

Autorzy: Silvan Sievers; Malte Helmert
Opublikowane w: Journal of Artificial Intelligence Research, Numer 71, 2021, Strona(/y) 781-883, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12557

Negotiation strategies for agents with ordinal preferences: Theoretical analysis and human study

Autorzy: Noam Hazon, Sefi Erlich, Ariel Rosenfeld, Sarit Kraus
Opublikowane w: Artificial Intelligence, Numer 327, 2024, Strona(/y) 104050, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2023.104050

Ensemble- and distance-based feature ranking for unsupervised learning

Autorzy: Matej Petković; Dragi Kocev; Blaž Škrlj; Sašo Džeroski
Opublikowane w: International Journal of Intelligent Systems, Numer vol. 36, no. 7, 2021, Strona(/y) 3068-3086, ISSN 0884-8173
Wydawca: John Wiley & Sons Inc.
DOI: 10.1002/int.22390

Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework

Autorzy: André Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
Opublikowane w: ECAI: Frontiers in Artificial Intelligence and Applications, Numer 325, 2020, Strona(/y) 427 - 434, ISSN 0922-6389
Wydawca: IOS Press
DOI: 10.3233/faia200122

Learning from experience for rapid generation of local car maneuvers

Autorzy: Kicki, Piotr and Gawron, Tomasz and Cwian, Krzysztof and Ozay, Mete and Skrzypczyński, Piotr
Opublikowane w: Engineering Applications of Artificial Intelligence, Numer 105, 2021, ISSN 0952-1976
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2021.104399

How market ecology explains market malfunction

Autorzy: Scholl, Maarten P and Calinescu, Anisoara and Farmer, J Doyne
Opublikowane w: Proceedings of the National Academy of Sciences, Numer Volume 118, Number 26, 2021, Strona(/y) e2015574118, ISSN 0027-8424
Wydawca: National Academy of Sciences
DOI: 10.1073/pnas.2015574118

Matrix Profile-Based Interpretable Time Series Classifier

Autorzy: Riccardo Guidotti, Matteo D’Onofrio
Opublikowane w: Frontiers in Artificial Intelligence, Numer 4, 2021, ISSN 2624-8212
Wydawca: Frontiers Media SA
DOI: 10.3389/frai.2021.699448

Explanatory machine learning for sequential human teaching

Autorzy: Lun Ai, Johannes Langer, Stephen H. Muggleton, Ute Schmid
Opublikowane w: Machine Learning, 2023, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10994-023-06351-8

Explainable AI techniques in Trustworthy Object detection

Autorzy: Raili Virtanen
Opublikowane w: 2023
Wydawca: Aalto university, Espoo, Finland

Ensemble of Counterfactual Explainers

Autorzy: Riccardo Guidotti; Salvatore Ruggieri
Opublikowane w: DS, Numer 51, 2021, ISBN 978-3-030-88941-8
Wydawca: SPRINGER
DOI: 10.1007/978-3-030-88942-5_28

Using Distributed Risk Maps by Consensus as a Complement to Contact Tracing Apps

Autorzy: Rebollo, M., Benito, R.M., Losada, J.C., Galeano, J.
Opublikowane w: Complex Networks & Their Applications IX., 2020, ISBN 978-3-030-65346-0
Wydawca: Sprienger
DOI: 10.1007/978-3-030-65347-7_41

Customer churn analytics using monotonic rules

Autorzy: Marcin Szeląg and Roman Słowiński
Opublikowane w: Progress in Polish Artificial Intelligence Research 4, Numer 2023, 2023, Strona(/y) 287-292, ISBN 978-83-66741-92-8
Wydawca: Wydawnictwo Politechniki Łódzkiej

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators.

Autorzy: M. Kloska, V. Rozinajova
Opublikowane w: Transactions on Large-Scale Data- and Knowledge-Centered Systems L. Lecture Notes in Computer Science(), vol 12930. Springer, Berlin, Heidelberg, 2021, ISBN 978-3-662-64552-9
Wydawca: Springer
DOI: 10.1007/978-3-662-64553-6_2

Consensus for Collaborative Creation of Risk Maps for COVID-19

Autorzy: M. Rebollo, C. Carrascosa, and A. Palomares
Opublikowane w: Trustworthy AI - Integrating Learning, Optimization and Reasoning., 2020, ISBN 978-3-030-73958-4
Wydawca: Springer
DOI: 10.1007/978-3-030-73959-1_3

Dominance-based Rough Set Approach, basic ideas and main trends

Autorzy: Błaszczyński, Jerzy and Greco, Salvatore and Matarazzo, Benedetto and Szeląg, Marcin
Opublikowane w: I}ntelligent {D}ecision {S}upport {S}ystems: Combining Operations Research and Artificial Intelligence – Essays in Honor of Roman Słowiński, 2022, ISBN 978-3-030-96317-0
Wydawca: Springer
DOI: 10.1007/978-3-030-96318-7_18

Principles of Explainable Artificial Intelligence

Autorzy: Riccardo Guidotti, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Opublikowane w: Explainable AI Within the Digital Transformation and Cyber Physical Systems, 2021, ISBN 978-3-030-76408-1
Wydawca: Springer
DOI: 10.1007/978-3-030-76409-8_2

Optimal Teaching Curricula with Compositional Simplicity Priors

Autorzy: M Garcia-Piqueras, J Hernández-Orallo
Opublikowane w: Machine Learning and Knowledge Discovery in Databases., 2021, ISBN 978-3-030-86485-9
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-030-86486-6

Value-Alignment Equilibrium in Multiagent Systems

Autorzy: Nieves Montes; Carles Sierra
Opublikowane w: isbn: 978-3-030-73958-4, Numer 73, 2020
Wydawca: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_17

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