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Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization

Resultado final

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

Publicaciones

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

Autores: Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
Publicado en: 24th International Conference, EvoApplications 2021, 2021, Página(s) 242-257, ISBN 978-3-030-72699-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-72699-7_16

Quantum Computing: Present and Prospects

Autores: Rodrigo Gil-Merino, Enrique Alba, Jose Francisco Chicano, Zakaria Abdelmoiz Dahi, Gabriel Luque
Publicado en: 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2021, Página(s) 947-952, ISBN 978-84-09-30514-8
Editor: CAEPIA

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

Autores: Daniel Habering; Till Hofmann; Gerhard Lakemeyer
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 1908-1914
Editor: IJCAI
DOI: 10.24963/ijcai.2021/263

Inferring Agents Preferences as Priors for Probabilistic Goal Recognition

Autores: Kin Max Gusmão; Ramon Fraga Pereira; Felipe Meneguzzi
Publicado en: arxiv, 2021
Editor: Cornell University
DOI: 10.48550/arxiv.2102.11791

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

Autores: Štefan Pócoš, Iveta Bečková, Igor Farkaš
Publicado en: 2022
Editor: arxiv
DOI: 10.48550/arxiv.2204.05764

Graph Mixture Density Networks

Autores: Federico Errica, Davide Bacciu, Alessio Micheli
Publicado en: Proceedings of the 38th International Conference on Machine Learning, PMLR, 2021
Editor: PMLR
DOI: 10.48550/arxiv.2012.03085

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

Autores: Wietrzykowski, Jan and Skrzypczyński, Piotr
Publicado en: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Edición 2021, 2021
Editor: IEEE

Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs

Autores: Teso, Stefano; Vergari, Antonio
Publicado en: AAAI-22 Workshop on Interactive Machine Learning, 2022
Editor: Online
DOI: 10.48550/arxiv.2202.08566

New Refinement Strategies for Cartesian Abstractions

Autores: David Speck; Jendrik Seipp
Publicado en: The 32nd International Conference on Automated Planning and Scheduling, 2022
Editor: AAAI

Compositional genetic programming for symbolic regression

Autores: Krzysztof Krawiec and Dominik Kossinski
Publicado en: Genetic and Evolutionary Computation Conference, Edición 2022, 2022, Página(s) 570--573
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3520304.3529077

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

Autores: Giuseppe De Giacomo; Paolo Felli; Marco Montali; Giuseppe Perelli
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 1859-1865
Editor: IJCAI
DOI: 10.24963/ijcai.2021/256

Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick

Autores: Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires
Publicado en: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), Edición 36, 2023, ISBN 9781713899921
Editor: NeurIPS Proceedings

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

Autores: Benjamin Aminof; Giuseppe De Giacomo; Sasha Rubin
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 1766-1772
Editor: IJCAI
DOI: 10.24963/ijcai.2021/243

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

Autores: Josef Grus, Zdenek Hanzalek, Dalibor Barri, Patrik Vacula
Publicado en: ICORES, Edición vol 1, 2023, Página(s) 106-116, ISBN 978-989-758-627-9
Editor: SCITEPRESS
DOI: 10.5220/0011789300003396

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

Autores: 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
Publicado en: Proc. Interspeech 2021, 2021
Editor: Interspeech
DOI: 10.21437/interspeech.2021-1905

An API for DL Abduction Solvers (Extended Abstract)

Autores: Zuzana Hlávková, Martin Homola, Patrick Koopmann and Júlia Pukancová
Publicado en: 2022
Editor: XLoKR

On the Epistemic Logic of Incomplete Argumentation Frameworks

Autores: Andreas Herzig, Antonio Yuste-Ginel
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, 2021
Editor: ijcai.org
DOI: 10.24963/kr.2021/69

Hybrid MHS-MXP ABox Abduction Solver: First Empirical Results

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

DeepStochLog: Neural Stochastic Logic Programming

Autores: Thomas Winters, Giuseppe Marra, Robin Manhaeve, Luc De Raedt
Publicado en: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Editor: AAAI Press
DOI: 10.48550/arxiv.2106.12574

Gradient-assisted calibration for financial agent-based models

Autores: Dyer, Joel and Quera-Bofarull, Arnau and Chopra, Ayush and Farmer, J Doyne and Calinescu, Anisoara and Wooldridge, MJ
Publicado en: Proceedings of the Fourth ACM International Conference on AI in Finance, Edición 4th, 2023
Editor: ACM

Generalized Planning as Heuristic Search

Autores: Segovia-Aguas, Javier; Jiménez, Sergio; Jonsson, Anders
Publicado en: Generalized Planning as Heuristic Search, Edición 57, 2021
Editor: ICAPS Arxiv

Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks

Autores: Mathias Esteban, Jamal Toutouh, Sergio Nesmachnow
Publicado en: International Workshops ISC High Performance Digital 2021, 2021, Página(s) 297-313, ISBN 978-3-030-90539-2
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-90539-2_20

Complexity of Minimum-Size Arc-Inconsistency Explanations

Autores: Christian Bessiere, Clément Carbonnel, Martin C. Cooper, Emmanuel Hebrard
Publicado en: 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, Edición LIPIcs, volume 235, 2022, Página(s) 9:1--9:14
Editor: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.cp.2022.9

Combining LSTMs and Symbolic Approaches for Robust Plan Recognition

Autores: Leonardo Rosa Amado; Ramon Fraga Pereira; Felipe Meneguzzi
Publicado en: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, 2021, ISBN 9781450383073
Editor: International Foundation for Autonomous Agents and Multiagent Systems

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

Autores: Vergari, Antonio; Choi, YooJung; Liu, Anji; Teso, Stefano; Broeck, Guy Van den
Publicado en: Advances in Neural Information Processing Systems, 2021
Editor: Neural Information Processing Systems Foundation, Inc. (NIPS)

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

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

Dantzig-Wolfe Decomposition for Cost Partitioning

Autores: Florian Pommerening; Thomas Keller; Valentina Halasi; Jendrik Seipp; Silvan Sievers; Malte Helmert
Publicado en: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Página(s) 271-280
Editor: AAAI Press
DOI: 10.5451/unibas-ep84307

Query Definability and Its Approximations in Ontology-based Data Management

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

Toward a Unified Framework for Debugging Gray-box Models

Autores: Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea; Teso, Stefano
Publicado en: Interactive Machine Learning workshop (IML) at AAAI'22, 2022
Editor: none

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

Autores: 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
Publicado en: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Edición 2023, 2023, Página(s) 727-730, ISBN 9798400701207
Editor: Association for Computing Machinery
DOI: 10.1145/3583133.3590598

Online Saturated Cost Partitioning for Classical Planning

Autores: Jendrik Seipp
Publicado en: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Página(s) 317-321
Editor: AAAI Press
DOI: 10.5451/unibas-ep84300

MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks

Autores: Numeroso, Danilo; Bacciu, Davide
Publicado en: Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021), Edición 48, 2021
Editor: IEEE
DOI: 10.1109/ijcnn52387.2021.9534266

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

Autores: Sitaru, Bogdan and Calinescu, Anisoara and Cucuringu, Mihai
Publicado en: Proceedings of the Fourth ACM International Conference on AI in Finance, Edición 4th, 2023
Editor: ACM

On Preferred Abductive Explanations for Decision Trees and Random Forests

Autores: Gilles Audemard, Steve Bellart, Louenas Bounia, Frederic Koriche, Jean-Marie Lagniez, Pierre Marquis
Publicado en: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Página(s) 643-650
Editor: IJCAI
DOI: 10.24963/ijcai.2022/91

Dominance-based Rough Set Approach to Bank Customer Satisfaction Analysis

Autores: Marcin Szeląg and Roman Słowiński
Publicado en: Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, 2022, Página(s) 147-150, ISBN 978-83-7421-401-8
Editor: Gdynia Maritime University

Timed Trace Alignment with Metric Temporal Logic over Finite Traces

Autores: Giuseppe De Giacomo; Aniello Murano; Fabio Patrizi; Giuseppe Perelli
Publicado en: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Página(s) 227–236
Editor: IJCAI

Multi-Model Monitoring Framework for Hybrid Process Specifications

Autores: Anti Alman; Fabrizio Maria Maggi; Marco Montali; Fabio Patrizi; Andrey Rivkin
Publicado en: 34th International Conference on Advanced Information Systems Engineering, 2022
Editor: Springer

Explaining Any Time Series Classifier

Autores: Riccardo Guidotti, Anna Monreale, Francesco Spinnato, Dino Pedreschi, Fosca Giannotti
Publicado en: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), 2020
Editor: IEEE
DOI: 10.1109/cogmi50398.2020.00029

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

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

Exploiting Cyclic Dependencies in Landmark Heuristics.

Autores: Clemens Büchner; Thomas Keller; Malte Helmert
Publicado en: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Página(s) 65-73
Editor: AAAI Press
DOI: 10.5451/unibas-ep84308

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

Autores: Devendra Singh Dhami, Mayukh Das and Sriraam Natarajan
Publicado en: International Conference on Principles of Knowledge Representation and Reasoning, Edición 18, 2021
Editor: IJCAI organization

Subset-Saturated Transition Cost Partitioning

Autores: Dominik Drexler; Jendrik Seipp; David Speck
Publicado en: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Página(s) 131-139
Editor: AAAI Press
DOI: 10.5451/unibas-ep84301

Epistemic Reasoning About Rationality and Bids in Auctions

Autores: Munyque Mittelmann, Andreas Herzig, Laurent Perrussel
Publicado en: European Conference on Logics in Artificial Intelligence (JELIA 2021), Edición LNAI 12678, 2021, Página(s) 116--130
Editor: Springer Verlag
DOI: 10.1007/978-3-030-75775-5_9

Automatic Instance Generation for Classical Planning

Autores: Álvaro Torralba; Jendrik Seipp; Silvan Sievers
Publicado en: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Página(s) 376-384
Editor: AAAI Press
DOI: 10.5451/unibas-ep84291

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

Autores: Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter
Publicado en: The Tenth International Conference on Learning Representations, 2022
Editor: International Conference on Learning Representations

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

Autores: Michele Fontana, Francesca Naretto, Anna Monreale
Publicado en: 2021 18th International Conference on Privacy, Security and Trust (PST), 2021
Editor: IEEE
DOI: 10.1109/pst52912.2021.9647753

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

Autores: Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli and Sriraam Natarajan
Publicado en: International Conference on Inductive Logic Programming, Edición 30, 2021
Editor: Springer

Calliope - A Polyphonic Music Transformer

Autores: Andrea Valenti; Stefano Berti; Davide Bacciu
Publicado en: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Edición 58, 2021
Editor: ESANN
DOI: 10.14428/esann/2021.es2021-63

On Belief Change for Multi-Label Classifier Encodings

Autores: Sylvie Coste-Marquis, Pierre Marquis
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI'21), 2021, Página(s) 1829-1836
Editor: IJCAI
DOI: 10.24963/ijcai.2021/252

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

Autores: C. Metta, R. Guidotti, S. Rinzivillo
Publicado en: 2021 IEEE Symposium on Computers and Communications (ISCC), 2021, 2021
Editor: IEEE
DOI: 10.1109/iscc53001.2021.9631485

2020 Merge, Explain, Iterate

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

Designing Shapelets for Interpretable Data-Agnostic Classification

Autores: Riccardo Guidotti; Anna Monreale
Publicado en: AIES, Edición 34, 2021, ISBN 9781450384735
Editor: Association for Computing Machinery
DOI: 10.1145/3461702.3462553

Towards Explainable Malware Detection with Structured Machine Learning

Autores: Peter Švec, Tomáš Bisták, Martin Homola, Štefan Balogh, Ján Kľuka and Alexander Šimko
Publicado en: 2023
Editor: Center for Perspicuous Computing,TU Dresden

Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width

Autores: Dominik Drexler; Jendrik Seipp; Hector Geffner
Publicado en: The 32nd International Conference on Automated Planning and Scheduling, 2022
Editor: AAAI

An API for DL Abduction Solvers

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

Generalized Temporal Inference via Planning

Autores: Diego Aineto; Sergio Jiménez; Eva Onaindia
Publicado en: 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022, 2021, Página(s) 22--31
Editor: IJCAI
DOI: 10.24963/kr.2021/3

NAS-Bench-x11 and the Power of Learning Curves

Autores: Shen Yan, Colin White, Yash Savani, Frank Hutter
Publicado en: Thirty-Fifth Conference on Neural Information Processing Systems, 2021
Editor: Advances in Neural Information Processing Systems

Robust Solutions for Multi-Defender Stackelberg Security Games

Autores: Mutzari Yonatan Aumann and Sarit Kraus
Publicado en: IJCAI 2022, 2022
Editor: IJCAI

Automated Theorem Proving for Metamath

Autores: Carneiro, Mario and Brown, Chad E. and Urban, Josef
Publicado en: 14th International Conference on Interactive Theorem Proving (ITP 2023), Edición vol 268, 2023, Página(s) 9:1-9:19, ISBN 978-3-95977-284-6
Editor: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.itp.2023.9

SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming

Autores: Arseny Skryagin, Wolfgang Stammer, Daniel Ochs, Devendra Singh Dhami and Kristian Kersting
Publicado en: International Conference on Principles of Knowledge Representation and Reasoning, Edición 19, 2022
Editor: IJCAI Organization

Computing Abductive Explanations for Boosted Regression Trees

Autores: Gilles Audemard, Steve Bellart, Jean-Marie Lagniez, Pierre Marquis
Publicado en: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Página(s) 3432-3441
Editor: IJCAI
DOI: 10.24963/ijcai.2023/382

Hybrid probabilistic inference with logical and algebraic constraints: a survey

Autores: Paolo Morettin, Pedro Zuidberg Dos Martires, Samuel Kolb, Andrea Passerini
Publicado en: Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021, Página(s) 4533-4542, ISBN 978-0-9992411-9-6
Editor: International Joint Conferences on Artificial Intelligence
DOI: 10.24963/ijcai.2021/617

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

Autores: Rodriguez, Ivan D; Bonet, Blai; Romero, Javier; Geffner, Hector
Publicado en: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Editor: IJCAI

Benchmarking Approximate Consistent Query Answering (Discussion Paper)

Autores: Marco Calautti, Marco Console, Andreas Pieris
Publicado en: Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021, Edición 2021, 2021
Editor: CEUR

Efficient PAC Reinforcement Learning in Regular Decision Processes

Autores: Alessandro Ronca; Giuseppe De Giacomo
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence., Edición 59, 2021
Editor: IJCAI
DOI: 10.24963/ijcai.2021/279

On Translations between ML Models for XAI Purposes

Autores: Alexis de Colnet, Pierre Marquis
Publicado en: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Página(s) 3158-316
Editor: IJCAI
DOI: 10.24963/ijcai.2023/352

On-the-fly Synthesis for LTL over Finite Traces

Autores: Xiao, S.; Li, J.; Zhu, S.; Shi, Y.; Pu, G., Vardi, M.
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Página(s) 6530-6537
Editor: AAAI

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

Autores: Nowak, Tomasz and Skrzypczyński, Piotr
Publicado en: 17th Conference on Computer Science and Intelligence Systems (FedCSIS), Edición 2022, 2022, Página(s) 191-200
Editor: Polish Information Processing Society
DOI: 10.15439/2022f145

Mind the Gap: Measuring Generalization Performance Across Multiple Objectives

Autores: Matthias Feurer, Katharina Eggensperger, Edward Bergman, Florian Pfisterer, Bernd Bischl & Frank Hutter
Publicado en: Advances in Intelligent Data Analysis, Edición 21, 2023, Página(s) 130--142, ISBN 978-3-031-30047-9
Editor: Springer Nature
DOI: 10.1007/978-3-031-30047-9_11

Soft-Unification in Deep Probabilistic Logic

Autores: Jaron Maene, Luc De Raedt
Publicado en: Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Edición 36, 2024, Página(s) 60804 - 60820, ISBN 9781713899921
Editor: Curran Associates, Inc.

Negative Side Effects and AI Agent Indicators: Experiments in SafeLife

Autores: J Burden, J Hernández-Orallo
Publicado en: SafeAI@AAAI, 2021
Editor: CEUR-Ws

Privacy Risk Assessment of Individual Psychometric Profiles

Autores: Giacomo Mariani, Anna Monreale, and Francesca Naretto
Publicado en: Discovery Science. DS 2021. Lecture Notes in Computer Science, Edición 12986, 2021, ISBN 978-3-030-88941-8
Editor: Springer
DOI: 10.1007/978-3-030-88942-5_32

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

Autores: Daxin Liu; Gerhard Lakemeyer
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 1951-1958
Editor: IJCAI
DOI: 10.24963/ijcai.2021/269

Approximate Novelty Search

Autores: Singh, A.; Lipovetzky, N.; Ramirez, M.; Segovia-Aguas, J.
Publicado en: Proceedings of the International Conference on Automated Planning and Scheduling, 2021
Editor: AAAI

Efficient Generation of Structured Objects with Constrained Adversarial Networks

Autores: Di Liello, Luca; Ardino, Pierfrancesco; Gobbi, Jacopo; Morettin, Paolo; Teso, Stefano; Passerini, Andrea
Publicado en: Advances in Neural Information Processing Systems, 2020
Editor: Neural Information Processing Systems

Explainable Planner Selection for Classical Planning

Autores: Patrick Ferber; Jendrik Seipp
Publicado en: The 36th AAAI Conference on Artificial Intelligence, 2022
Editor: AAAI

Counterfactual Reasoning via Grounded Distance

Autores: Carlos Aguilera-Ventura, Andreas Herzig, Xinghan Liu, Emiliano Lorini
Publicado en: Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, 2023, Página(s) 2--11
Editor: kr.org
DOI: 10.24963/kr.2023/1

MizAR 60 for Mizar 50

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

Delete-Relaxation Heuristics for Lifted Classical Planning

Autores: Corrêa, A. B.; Francès, G.; Pommerening, F.; Helmert, M.
Publicado en: Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
Editor: AAAI

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

Autores: Davide Bacciu; Marco Podda
Publicado en: IJCNN, Edición 42, 2021, ISBN 978-1-6654-3900-8
Editor: IEEE
DOI: 10.1109/ijcnn52387.2021.9533743

Abstract Argumentation with Qualitative Uncertainty: An Analysis in Dynamic Logic

Autores: Andreas Herzig, Antonio Yuste-Ginel
Publicado en: Logic and Argumentation - 4th International Conference (CLAR 2021), Edición LNCS 13040, 2021, Página(s) 190--208
Editor: 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

Autores: Peter Pavlík, Viera Rozinajová, Anna Bou Ezzeddine
Publicado en: CDCEO 2022, 2022, ISSN 1613-0073
Editor: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

Trading Complexity for Sparsity in Random Forest Explanations

Autores: Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2022, Página(s) 5461-5469
Editor: AAAI
DOI: 10.1609/aaai.v36i5.20484

Editing Boolean Classifiers: A Belief Change Perspective

Autores: Nicolas Schwind, Katsumi Inoue, Pierre Marquis
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2023, Página(s) 6516-6524
Editor: AAAI
DOI: 10.1609/aaai.v37i5.25801

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

Autores: Lamanna, L.; Gerevini, A. E.; Saetti, A.; Serafini, L.; Traverso, P.
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Página(s) 11862-11869
Editor: AAAI

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

Autores: Alexis de Colnet, Pierre Marquis
Publicado en: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Página(s) 2583-2590
Editor: IJCAI
DOI: 10.24963/ijcai.2022/358

Interpretable Next Basket Prediction Boosted with Representative Recipes

Autores: R. Guidtotti, S. Viotto
Publicado en: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), 2021
Editor: IEEE
DOI: 10.1109/cogmi50398.2020.00018

A neuro-symbolic approach to structured event recognition

Autores: Apriceno, Gianluca ; Passerini, Andrea ; Serafini, Luciano
Publicado en: 28th International Symposium on Temporal Representation and Reasoning (TIME 2021)., 2021
Editor: Dagstuhl Publishing

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

Autores: Frey, Sascha and Li, Kang and Nagy, Peer and Sapora, Silvia and Lu, Chris and Zohren, Stefan and Foerster, Jakob and Calinescu, Anisoara
Publicado en: Proceedings of the Fourth ACM International Conference on AI in Finance, Edición 4th, 2023
Editor: ACM

A Mathematical Benchmark for Inductive Theorem Provers

Autores: Thibault Gauthier, Chad Brown, Mikolas Janota and Josef Urban
Publicado en: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Edición vol 94, 2023, Página(s) pages 224--237
Editor: EasyChair
DOI: 10.29007/jr72

Modeling Edge Features with Deep Bayesian Graph Networks

Autores: Daniele Atzeni; Davide Bacciu; Federico Errica; Alessio Micheli
Publicado en: IJCNN, Edición 6, 2021
Editor: IEEE
DOI: 10.1109/ijcnn52387.2021.9533430

Co-creating Platformer Levels with Constrained Adversarial Networks

Autores: Paolo Morettin, Andrea Passerini, Stefano Teso
Publicado en: Proceedings of the 2nd Workshop on Human-AI Co-Creation with Generative Models, 2021
Editor: CEUR Workshop Proceedings

Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation

Autores: Gabriele Venturato, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Edición 38, 2024, Página(s) 20567-20576, ISSN 2374-3468
Editor: AAAI Press
DOI: 10.1609/aaai.v38i18.30042

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

Autores: Clément Carbonnel
Publicado en: 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, Edición LIPIcs, volume 235, 2022, Página(s) 11:1--11:15
Editor: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.cp.2022.11

General Policies, Representations, and Planning Width

Autores: Bonet, Blai; Geffner, Hector
Publicado en: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Página(s) 11764--11773
Editor: AAAI

A Survey on Goal Recognition as Planning

Autores: Felipe Meneguzzi; Ramon Fraga Pereira
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Survey Track, 2021, Página(s) 4524-4532
Editor: IJCAI
DOI: 10.24963/ijcai.2021/616

Neural probabilistic logic programming in discrete-continuous domains

Autores: Lennert De Smet, Pedro Zuidberg Dos Martires, Robin Manhaeve, Giuseppe Marra, Angelika Kimmig, Luc De Readt
Publicado en: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, Edición vol.216, 2023, Página(s) 529-538
Editor: ML Research Press

On Weak Stubborn Sets in Classical Planning

Autores: Silvan Sievers; Martin Wehrle
Publicado en: Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021, Página(s) 4167-4174
Editor: IJCAI
DOI: 10.24963/ijcai.2021/573

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

Autores: Drexler, Dominik; Seipp, Jendrik; Geffner, Hector
Publicado en: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Editor: IJCAI

Learning Generalized Unsolvability Heuristics for Classical Planning

Autores: Simon Ståhlberg; Guillem Francès; Jendrik Seipp
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 4175-4181
Editor: IJCAI
DOI: 10.24963/ijcai.2021/574

Assistive Robot Teleoperation Using Behavior Trees

Autores: Behery, Mohamed; Trinh, Minh; Brecher, Christian; Lakemeyer, Gerhard
Publicado en: Variable Autonomy for human-robot Teaming (VAT) workshop @ ACM/IEEE HRI, VAT-HRI, Stockholm, Sweden, 2023-03-13 - 2023-03-13, Edición 47, 2023
Editor: VAT-HRI

Learning Program Synthesis for Integer Sequences from Scratch

Autores: Thibault Gauthier, Josef Urban
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Edición 37(6), 2023, Página(s) 7670-7677, ISBN 978-1-57735-880-0
Editor: AAAI Press
DOI: 10.1609/aaai.v37i6.25930

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

Autores: Noah Hollmann, Samuel Müller, Katharina Eggensperger, Frank Hutter
Publicado en: The Eleventh International Conference on Learning Representations, 2023
Editor: OpenReview.net

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

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

The FF Heuristic for Lifted Classical Planning

Autores: Augusto B. Corrêa; Florian Pommerening; Malte Helmert; Guillem Francès
Publicado en: Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
Editor: AAAI Press
DOI: 10.5451/unibas-ep84309

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

Autores: Quera-Bofarull, Arnau and Chopra, Ayush and Aylett-Bullock, Joseph and Cuesta-Lazaro, Carolina and Calinescu, Anisoara and Raskar, Ramesh and Wooldridge, Michael}
Publicado en: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023, Página(s) 1867-1876, ISBN 978-1-4503-9432-1
Editor: IFAAMAS

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

Autores: Christian Cintrano; Jamal Toutouh; Jamal Toutouh; Enrique Alba
Publicado en: 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA, Edición 68, 2021, Página(s) 247-257, ISBN 978-3-030-85713-4
Editor: Springer
DOI: 10.1007/978-3-030-85713-4_24

Identifying Privacy Risks raised by Utility Queries

Autores: Asghar, Hira and Bobineau, Christophe and Rousset, Marie-Christine
Publicado en: 23rd International conference on Web Information Systems Engineering (WISE 2022), 2022, ISBN 978-3-031-20891-1
Editor: SPRINGER

Multi-Objective Reinforcement Learning for Designing Ethical Environments

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

Contextual Conditional Reasoning

Autores: Casini, Giovanni and Meyer, Thomas and Varzinczak, Ivan
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Edición 35 (7), 2021, Página(s) 6254-6261
Editor: AAAI Press

Learning from Non-Binary Constituency Trees via Tensor Decomposition

Autores: Daniele Castellana; Davide Bacciu
Publicado en: COLING, Edición 37, 2021, ISSN 2161-4407
Editor: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.346

Flexible FOND Planning with Explicit Fairness Assumptions

Autores: Rodriguez, Ivan D.; Bonet, Blai; Sardina, Sebastian; Geffner, Hector
Publicado en: The 31st International Conference on Automated Planning and Scheduling, 2021, Página(s) 290--298
Editor: AAAI

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

Autores: Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba
Publicado en: Proceedings of the 21st European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP 2021), Held as Part of EvoStar 2021, 2021, Página(s) 17-33, ISBN 978-3-030-72904-2
Editor: 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

Autores: M. Tomlein, M. Kompan, M. Bielikova et al
Publicado en: Fifteenth ACM Conference on Recommender Systems, 2021, ISBN 978-1-4503-8458-2
Editor: RecSys '22: Sixteenth ACM Conference on Recommender Systems
DOI: 10.1145/3460231.3474241

Model-theoretic Characterizations of Rule-based Ontologies

Autores: Marco Console, Phokion Kolaitis, Andreas Pieris
Publicado en: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, Edición 2021, 2021
Editor: Association for Computer Machinery, inc.

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

Autores: Zakaria Abdelmoiz Dahi , Gabriel Luque, Enrique Alba
Publicado en: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, 2022, Página(s) xx-xx, ISSN 0302-9743
Editor: Springer
DOI: 10.1007/978-3-031-02462-7_36

Enforcing Natural Properties of Choice Functions, with Application for Combination

Autores: Nic Wilson
Publicado en: Proceedings ECAI 2023, Edición 2023, 2023
Editor: IOS Press
DOI: 10.3233/faia230572

Learning General Planning Policies from Small Examples Without Supervision

Autores: Francès, Guillem; Bonet, Blai; Geffner, Hector
Publicado en: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Página(s) 11801--11808
Editor: AAAI

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

Autores: G Jaimovitch, DC Falcon, C Ferri, JH Orallo
Publicado en: (NeurIPS 2021, 2021
Editor: Neurips

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

Autores: Ramon Fraga Pereira; Frederico Messa; Andre Grahl Pereira; Giuseppe De Giacomo
Publicado en: The 32nd International Conference on Automated Planning and Scheduling, 2022
Editor: AAAI

Transforming Robotic Plans with Timed Automata to Solve Temporal Platform Constraints

Autores: Tarik Viehmann; Till Hofmann; Gerhard Lakemeyer
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 2083-2089
Editor: IJCAI
DOI: 10.24963/ijcai.2021/287

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

Autores: Prajit T. Rajendran, Huascar Espinoza, Agnes Delaborde, Chokri Mraidha
Publicado en: 2022
Editor: CEUR-WS.org

Learning Proof Transformations and Its Applications in Interactive Theorem Proving

Autores: Liao Zhang, Lasse Blaauwbroek, Cezary Kaliszyk & Josef Urban
Publicado en: Frontiers of Combining Systems. FroCoS 2023. Lecture Notes in Computer Science, Edición vol 14279, 2023, Página(s) 236-254, ISBN 978-3-031-43368-9
Editor: Springer
DOI: 10.1007/978-3-031-43369-6_13

Benchmarking Approximate Consistent Query Answering

Autores: Marco Calautti, Marco Console, Andreas Pieris
Publicado en: PODS'21: Proceedings of the 40th {ACM} SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, Edición 2021, 2021
Editor: ACM
DOI: 10.1145/3452021.3458309

Translating SUMO-K to Higher-Order Set Theory

Autores: Chad E. Brown, Adam Pease & Josef Urban
Publicado en: Frontiers of Combining Systems. FroCoS 2023. Lecture Notes in Computer Science, Edición vol 14279, 2023, Página(s) 255-274, ISBN 978-3-031-43368-9
Editor: Springer
DOI: 10.1007/978-3-031-43369-6_14

Abstraction in Data Integration

Autores: Gianluca Cima, Marco Console, Maurizio Lenzerini, Antonella Poggi
Publicado en: 36th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2021, Rome, Italy, June 29 - July 2, 2021, Edición 2021, 2021
Editor: IEEE

Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits

Autores: Fabrizio Ventola, Devendra Singh Dhami and Kristian Kersting
Publicado en: International Conference on Inductive Logic Programming, Edición 30, 2021
Editor: Springer

Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning

Autores: Micheli, A.; Valentini, A.
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Página(s) 11895-11902
Editor: AAAI

Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers

Autores: Š̌. Pócoš, I. Bečková, T. Kuzma, I. Farkaš
Publicado en: 1st TAILOR workshop, LNCS Springer, 2021, ISBN 978-3-030-73959-1
Editor: Springer
DOI: 10.1007/978-3-030-73959-1_9

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

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

Best-First Width Search for Lifted Classical Planning

Autores: ‪Augusto B. Corrêa‬; Jendrik Seipp
Publicado en: The 32nd International Conference on Automated Planning and Scheduling, 2022
Editor: AAAI

Learning Constraint Networks over Unknown Constraint Languages

Autores: Christian Bessiere, Clément Carbonnel, Areski Himeur
Publicado en: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 2023, Página(s) 1876--1883
Editor: ijcai.org
DOI: 10.24963/ijcai.2023/208

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

Autores: Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez
Publicado en: Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR, 2021, Página(s) 123-139, ISBN 978-3-030-73959-1
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_12

The impact of using constraints on counterfactual explanations

Autores: Maciej Falbogowski, Jerzy Stefanowski, Zuzanna Trafas, Adam Wojciechowski
Publicado en: Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, Edición 2022, 2022, Página(s) 81-84
Editor: Gdynia Maritime University

Compositional Approach to Translate LTLf/LDLf into Deterministic Finite Automata

Autores: Giuseppe De Giacomo; Marco Favorito
Publicado en: Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021, Página(s) 122-130
Editor: AAAI

A Boolean Extension of KLM-Style Conditional Reasoning

Autores: Paterson-Jones, Guy and Casini, Giovanni and Meyer, Thomas
Publicado en: Artificial Intelligence Research. Communications in Computer and Information Science, Edición 1342, 2020, Página(s) 236-252, ISBN 978-3-030-66151-9
Editor: Springer

The Nondeterministic Situation Calculus

Autores: Giuseppe De Giacomo; Yves Lespérance
Publicado en: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Página(s) 216–226
Editor: IJCAI

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

Autores: Adnan Darwiche, Pierre Marquis
Publicado en: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Página(s) 5718-5721
Editor: IJCAI
DOI: 10.24963/ijcai.2022/797

Model-theoretic Characterizations of Rule-based Ontologies

Autores: Marco Console, Phookion Kolaitis, Andreas Pieris
Publicado en: 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, Edición 2021, 2021
Editor: CEUR-WS.org

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

Autores: Andreas Herzig, Emiliano Lorini, Elise Perrotin
Publicado en: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, 2022, Página(s) 2648--2654
Editor: ijca.org
DOI: 10.24963/ijcai.2022/367

Deriving a Single Interpretable Model by Merging Tree-Based Classifiers

Autores: Valerio Bonsignori, Riccardo Guidotti, Anna Monreale
Publicado en: Discovery Science. DS 2021. Lecture Notes in Computer Science, Edición 12986, 2021, ISBN 978-3-030-88942-5
Editor: Springer
DOI: 10.1007/978-3-030-88942-5_27

On the Power of Automata Minimization in Temporal Synthesis

Autores: Shufang Zhu; Lucas M. Tabajara; Geguang Pu; Moshe Y. Vardi
Publicado en: The Twelfth International Symposium on Games, Automata, Logics, and Formal Verification, 2021, Página(s) 117--134
Editor: EPTCS

Learning Aggregation Functions

Autores: Pellegrini, Giovanni ; Frasconi, Paolo ; Passerini, Andrea; Jaeger, Manfred
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Editor: International Joint Conferences on Artificial Intelligence

A New Approach to Design Symmetry Invariant Neural Networks

Autores: Piotr Kicki; Piotr Skrzypczyński; Mete Ozay
Publicado en: IEEE International Joint Conference on Neural Networks (IJCNN), Edición 2021, 2021, Página(s) 1-8
Editor: IEEE

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

Autores: Damiano Brunori; Stefania Colonnese; Francesca Cuomo; Luca Iocchi
Publicado en: arxiv, 2021
Editor: Cornell University
DOI: 10.48550/arxiv.2105.05094

Robust Malware Classification via Deep Graph Networks on Call Graph Topologies

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

Saturated Post-hoc Optimization for Classical Planning.

Autores: Jendrik Seipp; Thomas Keller; Malte Helmert
Publicado en: Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021, Página(s) 11947-11953
Editor: AAAI Press
DOI: 10.5451/unibas-ep84299

Safe Reinforcement Learning via Probabilistic Logic Shields

Autores: Wen-Chi Yang, Giuseppe Marra, Gavin Rens, Luc De Raedt
Publicado en: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Página(s) 5739-5749, ISBN 978-1-956792-03-4
Editor: International Joint Conferences on Artificial Intelligence
DOI: 10.24963/ijcai.2023/637

Inferring Agents Preferences as Priors for Probabilistic Goal Recognition

Autores: Kin Max Gusmão; Ramon Fraga Pereira; Felipe Meneguzzi
Publicado en: SPARK Workshop (ICAPS), 2021
Editor: AAAI

A Survey on Quantum Computer Simulators

Autores: Zakaria Abdelmoiz Dahi, Enrique Alba, Rodrigo Gil-Merino, Francisco Chicano, Gabriel Luque
Publicado en: 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2021, Página(s) 941-946, ISBN 978-84-09-30514-8
Editor: CAEPIA

Synthesis with Mandatory Stop Actions

Autores: Giuseppe De Giacomo; Antonio Di Stasio; Giuseppe Perelli; Shufang Zhu
Publicado en: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Página(s) 237–246
Editor: IJCAI

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

Autores: Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami and Kristian Kersting
Publicado en: International Conference on Principles of Knowledge Representation and Reasoning, Edición 19, 2022
Editor: IJCAI organization

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

Autores: J. Simko, M. Kompan, M. Bielikova et al
Publicado en: UMAP, 2022, ISBN 978-1-4503-8367-7
Editor: Association for Computing Machinery
DOI: 10.1145/3450614.3463353

Guiding an Instantiation Prover with Graph Neural Networks

Autores: Karel Chvalovský, Konstantin Korovin, Jelle Piepenbrock and Josef Urban
Publicado en: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Edición vol 94, 2023, Página(s) pages 112--123
Editor: EasyChair
DOI: 10.29007/tp23

Loopless Top-k Planning

Autores: Julian von Tschammer; Robert Mattmüller; David Speck
Publicado en: The 32nd International Conference on Automated Planning and Scheduling, 2022
Editor: AAAI

Intensional and Extensional Views in DL-Lite Ontologies

Autores: Marco Console; Giuseppe De Giacomo; Maurizio Lenzerini; Manuel Namici
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 1822-1828
Editor: IJCAI
DOI: 10.24963/ijcai.2021/251

Synthesizing Best-Effort Strategies under Multiple Environment Specifications

Autores: Benjamin Aminof and Giuseppe De Giacomo and Alessio Lomuscio and Aniello Murano and Sasha Rubin
Publicado en: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Editor: IJCAI

Can language models automate data wrangling?

Autores: Gonzalo Jaimovitch-Lopez, Cesar Ferri, Jose Hernandez-Orallo, Fernando Martínez-Plumed and María José Ramírez-Quintana
Publicado en: ECMLPKDD Workshop on Automating Data Science (ADS 2021), 2021
Editor: Automating Data Science

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

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

Discovering Declarative Process Model Behavior from Event Logs via Model Learning

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

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

Autores: Lukasiewicz, Thomas and Malizia, Enrico and Molinaro, Cristian
Publicado en: Proceedings of the International Conference on Principles of Knowledge Representation and Reasoning}, Edición Volume 19, number 1, 2023, Página(s) 472-481, ISBN 978-1-956792-02-7
Editor: IJCAI Organization

Online Learning of Action Models for PDDL Planning

Autores: Leonardo Lamanna; Alessandro Saetti; Luciano Serafini; Alfonso Gerevini; Paolo Traverso
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 4112-4118
Editor: IJCAI
DOI: 10.24963/ijcai.2021/566

Neuro-Symbolic Constraint Programming for Structured Prediction

Autores: Dragone, Paolo; Teso, Stefano; Passerini, Andrea
Publicado en: NeSy’21: 15th International Workshop on Neural-Symbolic Learning and Reasoning, 2021
Editor: ISSN 1613-0073 CEUR Workshop Proceedings

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

Autores: Nic Wilson
Publicado en: Proceedings ECAI 2023, Edición 2023, 2023
Editor: IOS Press
DOI: 10.3233/faia230571

Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis

Autores: Giuseppe De Giacomo; Antonio Di Stasio; Lucas M. Tabajara; Moshe Vardi; Shufang Zhu
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Página(s) 1852-1858
Editor: IJCAI
DOI: 10.24963/ijcai.2021/255

Online Action Recognition

Autores: Suárez-Hernández, A.; Segovia-Aguas, J.; Torras, C.; Alenyà, G.
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Página(s) 11981-11989
Editor: AAAI

A Dynamic Epistemic Logic with Finite Iteration and Parallel Composition

Autores: Andreas Herzig; Frédéric Maris; Elise Perrotin
Publicado en: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Página(s) 676–680
Editor: IJCAI
DOI: 10.24963/kr.2021/68

Stream-level Latency Evaluation for Simultaneous Machine Translation

Autores: Iranzo-Sánchez, Javier ; Civera, Jorge ; Juan, Alfons
Publicado en: EMNLP 2021, 2021
Editor: Cornel University
DOI: 10.48550/arxiv.2104.08817

ASP-Based Declarative Process Mining

Autores: Francesco Chiariello; Fabrizio Maria Maggi; Fabio Patrizi
Publicado en: The 36th AAAI Conference on Artificial Intelligence, 2022
Editor: AAAI

OpenML Benchmarking Suites

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

DP-CTGAN: Differentially Private Medical Data Generation using CTGANs

Autores: Mei Ling Fang, Devendra Singh Dhami and Kristian Kersting,
Publicado en: Artificial Intelligence in Medicine, Edición 20, 2022
Editor: Springer

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

Autores: Martin Tamajka, Marcel Vesely, Marian Simko
Publicado en: XAI at IJCAI 2022, 2022
Editor: IJCAI

Landmark-Based Approaches for Goal Recognition as Planning

Autores: Ramon Fraga Pereira; Nir Oren; Felipe Meneguzzi
Publicado en: The 31st International Conference on Automated Planning and Scheduling, 2021
Editor: AAAI

piBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization

Autores: Carl Hvarfner, Danny Stoll, Artur Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
Publicado en: The Tenth International Conference on Learning Representations, 2022
Editor: International Conference on Learning Representations

OPTION : optimization algorithm benchmarking ontology.

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

Computing Abductive Explanations for Boosted Trees

Autores: Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
Publicado en: Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, 2023, Página(s) PMLR 206:4699-4711
Editor: MLResearchPress

Machine Learning for Utility Prediction in Argument-Based Computational Persuasion

Autores: Donadello, Ivan; Hunter, Anthony; Teso, Stefano; Dragoni, Mauro
Publicado en: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Editor: AAAI Press
DOI: 10.48550/arxiv.2112.04953

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

Autores: Matej Zecevic, Devendra Singh Dhami, Athresh Karanam, Sriraam Natarajan and Kristian Kersting
Publicado en: Advances in Neural Information Processing Systems, Edición 34, 2021
Editor: Neural Information Processing Systems

An Efficient QAOA via a Polynomial QPU-Needless Approach

Autores: Francisco Chicano, Zakaria Dahi, Gabriel Luque
Publicado en: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Edición 400, 2023, Página(s) 2187-2194, ISBN 9798400701207
Editor: ACM
DOI: 10.1145/3583133.3596409

Interactive Label Cleaning with Example-based Explanations

Autores: Teso, Stefano; Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea
Publicado en: Advances in Neural Information Processing Systems, 2021
Editor: Neural Information Processing Systems Foundation, Inc. (NIPS)

Optimising Communication Overhead in Federated Learning Using NSGA-II

Autores: José Ángel Morell , Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba
Publicado en: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, 2022, Página(s) xx-xx, ISSN 0302-9743
Editor: Springer
DOI: 10.1007/978-3-031-02462-7_21

Finding Structure and Causality in Linear Programs

Autores: Matej Zečević, Florian Peter Busch, Devendra Singh Dhami and Kristian Kersting
Publicado en: ICLR Workshop on the Elements of Reasoning: Objects, Structure and Causality, Edición 1, 2022
Editor: openreview

Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge of Attacks

Autores: Andreas Herzig, Antonio Yuste-Ginel
Publicado en: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, 2021, Página(s) 1922--1928
Editor: ijca.org
DOI: 10.24963/ijcai.2021/265

An LP-Based Approach for Goal Recognition as Planning

Autores: Luisa R. de A. Santos; Felipe Meneguzzi; Ramon Fraga Pereira; Andre G. Pereira
Publicado en: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Editor: AAAI

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

Autores: Prajit T. Rajendran, Huascar Espinoza, Agnes Delaborde, Chokri Mraidha
Publicado en: 2021
Editor: Springer
DOI: 10.1007/978-3-030-83906-2\_20

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

Autores: Sebastian Pineda Arango, Fabio Ferreira, Arlind Kadra, Frank Hutter, Josif Grabocka
Publicado en: arxiv, 2023
Editor: arxiv
DOI: 10.48550/arxiv.2306.03828

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

Autores: Pereira, Ramon Fraga; Fuggitti, Francesco; De Giacomo, Giuseppe
Publicado en: arxiv, Edición 51, 2021
Editor: Cornell University
DOI: 10.48550/arxiv.2103.11692

AutoML Adoption in ML Software

Autores: van der Blom, Koen and Serban, Alex and Hoos, Holger and Visser, Joost
Publicado en: 8th ICML Workshop on Automated Machine Learning, 2021
Editor: Openreview.net

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

Autores: Hilde Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter
Publicado en: arxiv, 2023
Editor: arxiv
DOI: 10.48550/arxiv.2303.08485

Behavioral QLTL

Autores: De Giacomo, Giuseppe; Perelli, Giuseppe
Publicado en: arxiv, Edición 53, 2021
Editor: 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

Autores: Giuseppe De Giacomo; Marco Favorito; Francesco Fuggitti
Publicado en: arxiv, 2022
Editor: Cornell University
DOI: 10.48550/arxiv.2204.09960

Maximal and minimal dynamic Petri net slicing

Autores: Llorens, Marisa; Oliver, Javier; Silva, Josep; Tamarit, Salvador
Publicado en: Arxiv, Edición 13, 2021
Editor: Arxiv

Self-Correcting Bayesian Optimization through Bayesian Active Learning

Autores: Carl Hvarfner, Erik Hellsten, Frank Hutter, Luigi Nardi
Publicado en: 2023
Editor: arxiv
DOI: 10.48550/arxiv.2304.11005

Advances in MetaDL: AAAI 2021 Challenge and Workshop

Autores: El Baz, Adrian and Guyon, Isabelle and Liu, Zhengying and van Rijn, Jan N. and Treguer, Sebastien and Vanschoren, Joaquin
Publicado en: Proceedings of Machine Learning Research, 2021
Editor: Proceedings of Machine Learning Research

Conditional Teaching Size

Autores: Garcia-Piqueras, Manuel; Hernández-Orallo, José
Publicado en: Conditional Teaching Size, Edición 24, 2021
Editor: Arxiv

Learning constraints through partial queries

Autores: Christian Bessiere, Clément Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis C. Tsouros, Toby Walsh
Publicado en: Artif. Intell., Edición volume 319, 2023, Página(s) 103896, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2023.103896

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

Autores: Mattia Setzu and Riccardo Guidotti and Anna Monreale and Franco Turini and Dino Pedreschi and Fosca Giannotti
Publicado en: Artificial Intelligence Journal, Edición 294, 2021, Página(s) 103457, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2021.103457

Climate Variability Indices—A Guided Tour

Autores: Mateusz Norel; Michał Kałczyński; Iwona Pińskwar; Krzysztof Krawiec; Zbigniew W. Kundzewicz
Publicado en: Geosciences, Edición 1, 2021, ISSN 2076-3263
Editor: MDPI
DOI: 10.3390/geosciences11030128

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

Autores: Inês Terrucha, Elias Fernández Domingos, Francisco C. Santos, Pieter Simoens, Tom Lenaerts
Publicado en: PLOS ONE, Edición 19, 2024, Página(s) e0297213, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0297213

Machine Learning Modeling of Climate Variability Impact on River Runoff

Autores: Norel, Mateusz and Krawiec, Krzysztof and Kundzewicz, Zbigniew W
Publicado en: Water, Edición 9, 2021, ISSN 2073-4441
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/w13091177

K-plex cover pooling for graph neural networks

Autores: Davide Bacciu; Alessio Conte; Roberto Grossi; Francesco Landolfi; Andrea Marino
Publicado en: Data Mining and Knowledge Discovery, Edición 5, 2021, ISSN 1384-5810
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10618-021-00779-z

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

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

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

Autores: Maaroof, Najlaa and Moreno, Antonio and Valls, Aida and Jabreel, Mohammed and Szeląg, Marcin
Publicado en: Applied Sciences, Edición 7, 2022, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app12073358

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

Autores: "Dario Albani and Wolfgang {H\""onig} and Daniele Nardi and Nora Ayanian and Vito Trianni"
Publicado en: Applied Sciences, 2021, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app11073115

P systems in the time of COVID-19

Autores: Fernando Baquero; Marcelino Campos; Carlos Llorens; José M. Sempere
Publicado en: P systems in the time of COVID-19, Edición 18, 2021, ISSN 2523-8914
Editor: Springer
DOI: 10.1007/s41965-021-00083-1

Embedding reactive behavior into artifact-centric business process models

Autores: Xavier Oriol; Giuseppe De Giacomo; Montserrat Estañol; Ernest Teniente
Publicado en: Future Generation Computer Systems, 2021, ISSN 0167-739X
Editor: 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

Autores: Dariusz Brzezinski and Leandro L. Minku and Tomasz Pewinski and Jerzy Stefanowski and Artur Szumaczuk
Publicado en: Knowledge Information Systems, Edición 63, 2021, Página(s) 1429-1469, ISSN 0219-1377
Editor: Springer Verlag
DOI: 10.1007/s10115-021-01560-w

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

Autores: Giuseppe De Giacomo; Xavier Oriol; Riccardo Rosati; Domenico Fabio Savo
Publicado en: Journal of Artificial Intelligence Research, 2021, Página(s) 1335--1371, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12414

Synthesis and Properties of Optimally Value-Aligned Normative Systems

Autores: Nieves Montes, Carles Sierra
Publicado en: Journal of Artificial Intelligence Research, Edición 74, 2022, Página(s) 1739-1774, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13487

Learning MAX-SAT from contextual examples for combinatorial optimisation

Autores: Mohit Kumar, Samuel Kolb, Stefano Teso, Luc De Raedt
Publicado en: Artificial Intelligence, Edición 314, 2024, Página(s) 103794, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2022.103794

Dynastic Potential Crossover Operator

Autores: Chicano Francisco, Ochoa Gabriela, Whitley L. Darrell, Tinós, Renato
Publicado en: Evolutionary Computation, 2021, Página(s) 1-35, ISSN 1063-6560
Editor: MIT Press
DOI: 10.1162/evco_a_00305

A Lightweight Epistemic Logic and its Application to Planning

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

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

Autores: Rodriguez-Soto, M., Serramia, M., Lopez-Sanchez, M. et al
Publicado en: Ethics and Information Technology, 2022, ISSN 1388-1957
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10676-022-09635-0

Enhancing and Evaluating the Product Fuzzy DPLL Solver

Autores: Ivor Uhliarik
Publicado en: SN Comput. Sci. 3(5): 388, 2022, ISSN 2661-8907
Editor: Springer
DOI: 10.1007/s42979-022-01192-z

ReliefE : feature ranking in high dimensional spaces via manifold embeddings

Autores: Blaž Škrlj, Sašo Džeroski, Nada Lavrač and Matej Petković
Publicado en: Machine learning, Edición 111, 2022, Página(s) 273-317, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-021-05998-5

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

Autores: Marcelo de Souza, Marcus Ritt, Manuel Lopez-Ibanez, Leslie Pérez Cáceres
Publicado en: Operations Research Perspectives, 2021, Página(s) 100186, ISSN 2214-7160
Editor: Elsevier BV
DOI: 10.1016/j.orp.2021.100186

Resource separation in dynamic logic of propositional assignments

Autores: Joseph Boudou; Andreas Herzig; Nicolas Troquard
Publicado en: Journal of Logical and Algebraic Methods in Programming, 2021, ISSN 2352-2208
Editor: Elsevier BV
DOI: 10.1016/j.jlamp.2021.100683

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

Autores: Mateusz Lango, Jerzy Stefanowski
Publicado en: Expert Systems with Applications, Edición 199, 2022, ISSN 0957-4174
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.116962

Metamodeling and metaquerying in OWL 2 QL

Autores: Maurizio Lenzerini, Lorenzo Lepore, Antonella Poggi
Publicado en: Artificial Intelligence, Edición 292, 2021, ISSN 0004-3702
Editor: Elsevier BV

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

Autores: Nieves Montes, Nardine Osman, Carles Sierra
Publicado en: Artificial Intelligence, Edición 311, 2024, Página(s) 103756, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2022.103756

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

Autores: Eladio Montero-Porras, Jelena Grujić, Elias Fernández Domingos, Tom Lenaerts
Publicado en: Scientific Reports, Edición 12, 2022, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-022-11654-2

Metaheuristics on quantum computers: Inspiration, simulation and real execution

Autores: Zakaria Abdelmoiz Dahi, Enrique Alba
Publicado en: Future Generation Computer Systems, 2022, Página(s) 164-180, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2021.12.015

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

Autores: Joaquín Taverner; Emilio Vivancos; Vicente Botti
Publicado en: IEEE Transaction on Affective Computing, Edición 12, 2022, ISSN 1949-3045
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taffc.2020.3030586

Explaining the performance of multilabel classification methods with data set properties

Autores: Jasmin Bogatinovski,Ljupčo Todorovski,Sašo Džeroski,Dragi Kocev
Publicado en: International journal of intelligent systems, 2022, ISSN 0884-8173
Editor: John Wiley & Sons Inc.
DOI: 10.1002/int.22840

FairLens: Auditing black-box clinical decision support systems

Autores: Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
Publicado en: Information Processing & Management, Edición 58, 2021, ISSN 0306-4573
Editor: 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

Autores: Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba
Publicado en: Evolutionary Computation, Edición 31, 2023, Página(s) 31-51, ISSN 1530-9304
Editor: MIT Press
DOI: 10.1162/evco_a_00314

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

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

Signalling boosts the evolution of cooperation in repeated group interactions

Autores: Luis A. Martinez-Vaquero; Francisco C. Santos; Vito Trianni
Publicado en: Journal of the Royal Society Interface, Edición 58, 2020, ISSN 1742-5662
Editor: The Royal Society Publishing
DOI: 10.1098/rsif.2020.0635

SAMBA: AGeneric Framework for Secure Federated Multi-Armed Bandits

Autores: Radu Ciucanu and Pascal Lafourcade and Gael Marcadet and Marta Soare
Publicado en: Journal of Artificial Intelligence Research, 2022, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13163

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

Autores: Marcin Szeląg and Roman Słowiński
Publicado en: European Journal of Operational Research, Edición 2023, 2023, ISSN 0377-2217
Editor: Elsevier BV
DOI: 10.1016/j.ejor.2023.09.028

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

Autores: Nieves Montes, Michael Luck, Nardine Osman, Odinaldo Rodrigues, Carles Sierra
Publicado en: Autonomous Agents and Multi-Agent Systems, Edición 37, 2023, ISSN 1387-2532
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10458-023-09613-w

Evaluating local explanation methods on ground truth

Autores: Riccardo Guidotti; Riccardo Guidotti
Publicado en: Artificial Intelligence, Edición 89, 2021, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

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

Autores: Miguel Rebollo; Rosa M. Benito; Juan Carlos Losada; Javier Galeano
Publicado en: Entropy, Edición 7, 2021, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23050638

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

Autores: Tómas Thorbjarnarson; Neil Yorke-Smith
Publicado en: urn:issn:1932-6203, Edición 57, 2023, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0261029

Effective anytime algorithm for multiobjective combinatorial optimization problems

Autores: Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
Publicado en: Information Sciences, 2021, Página(s) 210-228, ISSN 0020-0255
Editor: Elsevier BV
DOI: 10.1016/j.ins.2021.02.074

Reasoning about causality in games

Autores: Hammond, Lewis, James Fox, Tom Everitt, Ryan Carey, Alessandro Abate, and Michael Wooldridge
Publicado en: Artificial Intelligence, Edición Volume 320, 2023, Página(s) 103919, ISSN 1872-7921
Editor: Elsevier

Automating data science

Autores: Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams
Publicado en: Communications of the ACM, Edición vol. 65, issue 3, 2022, Página(s) 76–87, ISSN 0001-0782
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3495256

Towards a Framework for Certification of Reliable Autonomous Systems

Autores: Michael Fisher; Viviana Mascardi; Kristin Yvonne Rozier; Bernd-Holger Schlingloff; Michael Winikoff; Neil Yorke-Smith
Publicado en: 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, Edición 11, 2021, ISSN 1387-2532
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10458-020-09487-2

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

Autores: Alessandro Ronca; Mark Kaminski; Bernardo Cuenca Grau; Ian Horrocks
Publicado en: Artificial Intelligence, 2022, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2022.103668

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

Autores: Vojtěch Svátek, Ondřej Zamazal, Viet Bach Nguyen, Jiří Ivánek, Ján Kľuka, Miroslav Vacura
Publicado en: Semantic Web, Edición 14, 2023, Página(s) 1209-1253, ISSN 1570-0844
Editor: IOS Press
DOI: 10.3233/sw-233401

Capping Methods for the Automatic Configuration of Optimization Algorithms

Autores: Marcelo De Souza, Marcus Ritt, Manuel Lopez-Ibanez
Publicado en: Computers and Operations Research, 2022, Página(s) 105615, ISSN 0305-0548
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.cor.2021.105615

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

Autores: Kacper Sokol, Alexander Hepburn, Raul Santos-Rodriguez, Peter Flach
Publicado en: Journal of Open Source Education, Edición 5, 2022, Página(s) 175, ISSN 2577-3569
Editor: Journal of Open Source Education
DOI: 10.21105/jose.00175

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

Autores: José Ángel Morell, Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba
Publicado en: Future Generation Computer Systems, Edición 155, 2024, Página(s) 367-383, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2024.02.022

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

Autores: Kacper Sokol, Raul Santos-Rodriguez, Peter Flach
Publicado en: Software Impacts, Edición 14, 2023, Página(s) 100406, ISSN 2665-9638
Editor: Elsevier
DOI: 10.1016/j.simpa.2022.100406

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

Autores: 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
Publicado en: Applies Sciences, 2022, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app12020804

Feature ranking for semi-supervised learning

Autores: Matej Petković, Sašo Džeroski & Dragi Kocev
Publicado en: Machine Learning Journal, Edición vol. 111, 2022, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-022-06181-0

Qualitative uncertainty and dynamics of argumentation through dynamic logic

Autores: Antonio Yuste-Ginel and Andreas Herzig
Publicado en: J. Log. Comput., Edición volume 33, number 2, 2022, Página(s) 370--405, ISSN 0955-792X
Editor: Oxford University Press
DOI: 10.1093/logcom/exac098

Exact stochastic constraint optimisation with applications in network analysis

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

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

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

Evolution of a theory of mind

Autores: Tom Lenaerts, Marco Saponara, Jorge M. Pacheco, Francisco C. Santos
Publicado en: iScience, Edición 27, 2024, Página(s) 108862, ISSN 2589-0042
Editor: Cell Press (Elsevier)
DOI: 10.1016/j.isci.2024.108862

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

Autores: Adnan Darwiche, Pierre Marquis
Publicado en: Journal of Artificial Intelligence Research, Edición 72(1), 2021, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12756

Order-sorted equational generalization algorithm revisited

Autores: Maria Alpuente, ·Santiago Escobar, Jose ́ Meseguer, Julia Sapiña
Publicado en: Annals of Mathematics and Artificial Intelligence, 2021, ISSN 1573-7470
Editor: Spring Nature
DOI: 10.1007/s10472-021-09771-1

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

Autores: Ciucanu, R. and Lafourcade, P. Lombard-Platet, M. and Soare, M.
Publicado en: Journal of Computer Security, 2022, ISSN 0926-227X
Editor: IOS Press

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

Autores: Giuseppe De Giacomo; Paolo Felli; Brian Logan; Fabio Patrizi; Sebastian Sardiña
Publicado en: Artificial Intelligence, 2021, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2021.103598

On the complexity of rational verification

Autores: Gutierrez, Julian and Najib, Muhammad and Perelli, Giuseppe and Wooldridge, Michael
Publicado en: Annals of Mathematics and Artificial Intelligence, Edición Volume 91, number 4, 2023, Página(s) 409-430, ISSN 1012-2443
Editor: Kluwer Academic Publishers

Enhancing Lattice-Based Motion Planning With Introspective Learning and Reasoning

Autores: Mattias Tiger; David Bergström; Andreas Norrstig; Fredrik Heintz
Publicado en: IEEE Robotics and Automation Letters, 2021, Página(s) 4385--4392, ISSN 2377-3766
Editor: IEEE
DOI: 10.1109/lra.2021.3068550

Online learning of variable ordering heuristics for constraint optimisation problems

Autores: Floris Doolaard; Neil Yorke-Smith
Publicado en: Crossref, Edición 30, 2022, ISSN 1012-2443
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10472-022-09816-z

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

Autores: Sharma, Angira and Kosasih, Edward and Zhang, Jie and Brintrup, Alexandra and Calinescu, Anisoara
Publicado en: Journal of Industrial Information Integration, 2022, Página(s) 100383, ISSN 2452-414X
Editor: Elsevier
DOI: 10.1016/j.jii.2022.100383

Lifted Model Checking for Relational MDPs

Autores: Wen-Chi Yang, Jean-Francois Raskin, Luc De Raedt
Publicado en: Machine Learning, 2021, ISSN 0885-6125
Editor: Kluwer Academic Publishers

Enabling Game-Theoretical Analysis of Social Rules

Autores: Nieves Montes, Nardine Osman, Carles Sierra
Publicado en: Volume 339: Artificial Intelligence Research and Development, 2021, ISSN 1879-8314
Editor: IOS Press
DOI: 10.3233/faia210120

Automating Data Science: Prospects and Challenges

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

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

Autores: José Ángel Morell, Enrique Alba
Publicado en: Future Generation Computer Systems, Edición 133, 2024, Página(s) 53-67, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2022.02.024

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

Autores: Blaž Škrlj, Matej Martinc, Nada Lavrač & Senja Pollak
Publicado en: Machine learning, Edición vol. 110, iss. 4, 2021, Página(s) 989–1028, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-021-05968-x

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

Autores: Franco Alberto Cardillo and Umberto Straccia
Publicado en: Fuzzy Sets and Systems, 2021, ISSN 0165-0114
Editor: Elsevier BV
DOI: 10.1016/j.fss.2021.07.002

A Fresh Approach to Evaluate Performance in Distributed Parallel Genetic Algorithms

Autores: Harada, Tomohiro; Alba, Enrique; Luque, Gabriel
Publicado en: Applied Soft Computing, Edición 10, 2022, Página(s) 108540, ISSN 1568-4946
Editor: Elsevier BV
DOI: 10.1016/j.asoc.2022.108540

Cooperative concurrent games

Autores: Julian Gutierrez, Szymon Kowara, Sarit Kraus, Thomas Steeples, and Michael J. Wooldridge
Publicado en: Artificial Intelligence, Edición Volume 314, 2023, Página(s) 103806, ISSN 1872-7921
Editor: Elsevier

Knowledge-Driven Data Ecosystems Toward Data Transparency

Autores: 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
Publicado en: ACM Journal of Data and Information Quality, Edición 14, 2022, ISSN 1936-1955
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3467022

A tensor framework for learning in structured domains

Autores: Daniele Castellana, Davide Bacciu
Publicado en: Neurocomputing, Edición 470, 2022, Página(s) 405-426, ISSN 0925-2312
Editor: Elsevier BV
DOI: 10.1016/j.neucom.2021.05.110

Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals

Autores: Michele Resta; Anna Monreale; Davide Bacciu
Publicado en: Edición 8, Edición 68, 2020, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23081064

Defense coordination in security games: Equilibrium analysis and mechanism design

Autores: Jiarui Gan, Edith Elkind, Sarit Kraus, and Michael J. Wooldridge
Publicado en: Artificial Intelligence, Edición Volume 313, 2022, Página(s) 103791, ISSN 1872-7921
Editor: Elsevier

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

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

From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey

Autores: Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt
Publicado en: arXiv, 2022, ISSN 2331-8422
Editor: Cornell University
DOI: 10.48550/arxiv.2108.11451

Expressiveness and Nash Equilibrium in Iterated Boolean Games

Autores: Julian Gutierrez; Paul Harrenstein; Giuseppe Perelli; Michael Wooldridge
Publicado en: ACM Transactions on Computational Logic, 2021, ISSN 1529-3785
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3439900

EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES

Autores: A. Rumież, M. Szeląg, B. Świt-Jankowska, and P. Marciniak
Publicado en: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023, Página(s) 1373--1378, ISSN 2194-9034
Editor: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Counterexample-Driven Genetic Programming for Symbolic Regression with Formal Constraints

Autores: Iwo Błądek; Krzysztof Krawiec
Publicado en: IEEE Transactions on Evolutionary Computation, Edición 27, 2023, Página(s) 1327-1339, ISSN 1941-0026
Editor: 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

Autores: Branislav Pecher, Ivan Srba, Maria Bielikova
Publicado en: ACM Computing Surveys, Edición 57, 2024, Página(s) 1-40, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3691339

MultiETSC: automated machine learning for early time series classification

Autores: Ottervanger, Gilles and Baratchi, Mitra and Hoos, Holger H
Publicado en: Data Mining and Knowledge Discovery, 2021, ISSN 1384-5810
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10618-021-00781-5

BlackBIRDS: Black-Box Inference foR Differentiable Simulators

Autores: Quera-Bofarull, Arnau and Dyer, Joel and Calinescu, Anisoara and Farmer, J Doyne and Wooldridge, Michael
Publicado en: Journal of Open Source Software, Edición Volume 8, Number 89, 2023, Página(s) 5776, ISSN 2475-9066
Editor: Journal of Open Source Software
DOI: 10.21105/joss.05776

MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning

Autores: Raghu Rajan, Jessica Lizeth Borja Diaz, Suresh Guttikonda, Fabio Ferreira, André Biedenkapp, Jan Ole von Hartz, Frank Hutter
Publicado en: Jorunal Artificial Intelligence Research, Edición Vol. 77, 2023, Página(s) 821--890, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.14314

T-norms driven loss functions for machine learning

Autores: Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra
Publicado en: Applied Intelligence, Edición 53, 2023, Página(s) 18775-18789, ISSN 0924-669X
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10489-022-04383-6

From statistical relational to neurosymbolic artificial intelligence: A survey

Autores: Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt
Publicado en: Artificial Intelligence, Edición 328, 2024, Página(s) 104062, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2023.104062

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

Autores: Ciucanu, R. and Delabrouille, A. and Lafourcade, P. and Soare, M
Publicado en: IEEE Transactions on Dependable and Secure Computing, 2022, ISSN 1545-5971
Editor: IEEE Computer Society

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis

Autores: Giovanni De Toni; Bruno Lepri; Andrea Passerini
Publicado en: MACHINE LEARNING, Edición 20, 2023, ISSN 1573-0565
Editor: Springer
DOI: 10.1007/s10994-022-06293-7

Supportive consensus

Autores: Alberto Palomares; Miguel Rebollo; Carlos Carrascosa
Publicado en: PLoS ONE, Edición 31, 2020, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0243215

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

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

Ultimate Grounding of Abstract Concepts: A Graded Account

Autores: T. Reinboth, I. Farkaš
Publicado en: Journal of Cognition, 2022, ISSN 2514-4820
Editor: Ubiquity Press
DOI: 10.5334/joc.214

Generating networks of genetic processors

Autores: Marcelino Campos; José M. Sempere
Publicado en: Generating networks of genetic processors, Edición 30, 2021, ISSN 1573-7632
Editor: Springer Nature
DOI: 10.1007/s10710-021-09423-7

Exploring Customer Price Preference and Product Profit Role in Recommender Systems

Autores: M. Kompan, P. Gaspar, J. Macina, M. Cimerman, M. Bielikova
Publicado en: IEEE Intelligent Systems, 2021, ISSN 1541-1672
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2021.3092768

Semiautomatic generation and assessment of Java exercises in engineering education

Autores: David Insa; Sergio Pérez; Josep Silva; Salvador Tamarit
Publicado en: Computer Applications in Engineering Education, Edición 24, 2020, ISSN 1099-0542
Editor: Wiley Online Library
DOI: 10.1002/cae.22356

Understanding, Explanation, and Active Inference

Autores: Parr, Thomas and Pezzulo, Giovanni
Publicado en: Frontiers in Systems Neuroscience, 2021, ISSN 1662-5137
Editor: Frontiers Research Foundation

Expert enhanced dynamic time warping based anomaly detection

Autores: Kloska M., Grmanova G., Rozinajova V.
Publicado en: Expert Systems with Applications, 2023, ISSN 0957-4174
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2023.120030

Towards Visual Semantics

Autores: Fausto Giunchiglia; Luca Erculiani; Andrea Passerini
Publicado en: SN COMPUTER SCIENCE, Edición 69, 2021, ISSN 2661-8907
Editor: 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

Autores: Zakaria Abdelmoiz Dahi, Enrique Alba, Gabriel Luque
Publicado en: Applied Soft Computing, 2022, Página(s) 107992, ISSN 1568-4946
Editor: Elsevier BV
DOI: 10.1016/j.asoc.2021.107992

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

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

On the explanatory power of Boolean decision trees

Autores: Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Publicado en: Data & Knowledge Engineering, Edición 142, 2022, Página(s) 102088, ISSN 1872-6933
Editor: Science Direct
DOI: 10.1016/j.datak.2022.102088

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

Autores: M.Blšták, V. Rozinajová
Publicado en: Natural Language Engineering - journal, 2021, ISSN 1351-3249
Editor: Cambridge University Press
DOI: 10.1017/s1351324921000139

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

Autores: José M. Sempere
Publicado en: Edición 8, Edición 9, 2021, ISSN 2227-7390
Editor: MDPI Academic Open Access Publishing
DOI: 10.3390/math9080813

Error curves for evaluating the quality of feature rankings.

Autores: Ivica Slavkov; Matej Petković; Pierre Geurts; Dragi Kocev; Sašo Džeroski
Publicado en: PeerJ computer science, Edición 12, 2020, Página(s) e310-1-e310-39, ISSN 2376-5992
Editor: PeerJ, Inc.
DOI: 10.7717/peerj-cs.310

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

Autores: Silvan Sievers; Malte Helmert
Publicado en: Journal of Artificial Intelligence Research, Edición 71, 2021, Página(s) 781-883, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12557

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

Autores: Noam Hazon, Sefi Erlich, Ariel Rosenfeld, Sarit Kraus
Publicado en: Artificial Intelligence, Edición 327, 2024, Página(s) 104050, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2023.104050

Ensemble- and distance-based feature ranking for unsupervised learning

Autores: Matej Petković; Dragi Kocev; Blaž Škrlj; Sašo Džeroski
Publicado en: International Journal of Intelligent Systems, Edición vol. 36, no. 7, 2021, Página(s) 3068-3086, ISSN 0884-8173
Editor: John Wiley & Sons Inc.
DOI: 10.1002/int.22390

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

Autores: André Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
Publicado en: ECAI: Frontiers in Artificial Intelligence and Applications, Edición 325, 2020, Página(s) 427 - 434, ISSN 0922-6389
Editor: IOS Press
DOI: 10.3233/faia200122

Learning from experience for rapid generation of local car maneuvers

Autores: Kicki, Piotr and Gawron, Tomasz and Cwian, Krzysztof and Ozay, Mete and Skrzypczyński, Piotr
Publicado en: Engineering Applications of Artificial Intelligence, Edición 105, 2021, ISSN 0952-1976
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2021.104399

How market ecology explains market malfunction

Autores: Scholl, Maarten P and Calinescu, Anisoara and Farmer, J Doyne
Publicado en: Proceedings of the National Academy of Sciences, Edición Volume 118, Number 26, 2021, Página(s) e2015574118, ISSN 0027-8424
Editor: National Academy of Sciences
DOI: 10.1073/pnas.2015574118

Matrix Profile-Based Interpretable Time Series Classifier

Autores: Riccardo Guidotti, Matteo D’Onofrio
Publicado en: Frontiers in Artificial Intelligence, Edición 4, 2021, ISSN 2624-8212
Editor: Frontiers Media SA
DOI: 10.3389/frai.2021.699448

Explanatory machine learning for sequential human teaching

Autores: Lun Ai, Johannes Langer, Stephen H. Muggleton, Ute Schmid
Publicado en: Machine Learning, 2023, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-023-06351-8

Explainable AI techniques in Trustworthy Object detection

Autores: Raili Virtanen
Publicado en: 2023
Editor: Aalto university, Espoo, Finland

Ensemble of Counterfactual Explainers

Autores: Riccardo Guidotti; Salvatore Ruggieri
Publicado en: DS, Edición 51, 2021, ISBN 978-3-030-88941-8
Editor: SPRINGER
DOI: 10.1007/978-3-030-88942-5_28

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

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

Customer churn analytics using monotonic rules

Autores: Marcin Szeląg and Roman Słowiński
Publicado en: Progress in Polish Artificial Intelligence Research 4, Edición 2023, 2023, Página(s) 287-292, ISBN 978-83-66741-92-8
Editor: Wydawnictwo Politechniki Łódzkiej

Towards Symbolic Time Series Representation Improved by Kernel Density Estimators.

Autores: M. Kloska, V. Rozinajova
Publicado en: 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
Editor: Springer
DOI: 10.1007/978-3-662-64553-6_2

Consensus for Collaborative Creation of Risk Maps for COVID-19

Autores: M. Rebollo, C. Carrascosa, and A. Palomares
Publicado en: Trustworthy AI - Integrating Learning, Optimization and Reasoning., 2020, ISBN 978-3-030-73958-4
Editor: Springer
DOI: 10.1007/978-3-030-73959-1_3

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

Autores: Błaszczyński, Jerzy and Greco, Salvatore and Matarazzo, Benedetto and Szeląg, Marcin
Publicado en: 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
Editor: Springer
DOI: 10.1007/978-3-030-96318-7_18

Principles of Explainable Artificial Intelligence

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

Optimal Teaching Curricula with Compositional Simplicity Priors

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

Value-Alignment Equilibrium in Multiagent Systems

Autores: Nieves Montes; Carles Sierra
Publicado en: isbn: 978-3-030-73958-4, Edición 73, 2020
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_17

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