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Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization

Livrables

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

Publications

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

Auteurs: Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
Publié dans: 24th International Conference, EvoApplications 2021, 2021, Page(s) 242-257, ISBN 978-3-030-72699-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-72699-7_16

Quantum Computing: Present and Prospects

Auteurs: Rodrigo Gil-Merino, Enrique Alba, Jose Francisco Chicano, Zakaria Abdelmoiz Dahi, Gabriel Luque
Publié dans: 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2021, Page(s) 947-952, ISBN 978-84-09-30514-8
Éditeur: CAEPIA

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

Auteurs: Daniel Habering; Till Hofmann; Gerhard Lakemeyer
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 1908-1914
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/263

Inferring Agents Preferences as Priors for Probabilistic Goal Recognition

Auteurs: Kin Max Gusmão; Ramon Fraga Pereira; Felipe Meneguzzi
Publié dans: arxiv, 2021
Éditeur: Cornell University
DOI: 10.48550/arxiv.2102.11791

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

Auteurs: Štefan Pócoš, Iveta Bečková, Igor Farkaš
Publié dans: 2022
Éditeur: arxiv
DOI: 10.48550/arxiv.2204.05764

Graph Mixture Density Networks

Auteurs: Federico Errica, Davide Bacciu, Alessio Micheli
Publié dans: Proceedings of the 38th International Conference on Machine Learning, PMLR, 2021
Éditeur: PMLR
DOI: 10.48550/arxiv.2012.03085

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

Auteurs: Wietrzykowski, Jan and Skrzypczyński, Piotr
Publié dans: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Numéro 2021, 2021
Éditeur: IEEE

Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs

Auteurs: Teso, Stefano; Vergari, Antonio
Publié dans: AAAI-22 Workshop on Interactive Machine Learning, 2022
Éditeur: Online
DOI: 10.48550/arxiv.2202.08566

New Refinement Strategies for Cartesian Abstractions

Auteurs: David Speck; Jendrik Seipp
Publié dans: The 32nd International Conference on Automated Planning and Scheduling, 2022
Éditeur: AAAI

Compositional genetic programming for symbolic regression

Auteurs: Krzysztof Krawiec and Dominik Kossinski
Publié dans: Genetic and Evolutionary Computation Conference, Numéro 2022, 2022, Page(s) 570--573
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3520304.3529077

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

Auteurs: Giuseppe De Giacomo; Paolo Felli; Marco Montali; Giuseppe Perelli
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 1859-1865
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/256

Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick

Auteurs: Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires
Publié dans: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), Numéro 36, 2023, ISBN 9781713899921
Éditeur: NeurIPS Proceedings

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

Auteurs: Benjamin Aminof; Giuseppe De Giacomo; Sasha Rubin
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 1766-1772
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/243

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

Auteurs: Josef Grus, Zdenek Hanzalek, Dalibor Barri, Patrik Vacula
Publié dans: ICORES, Numéro vol 1, 2023, Page(s) 106-116, ISBN 978-989-758-627-9
Éditeur: SCITEPRESS
DOI: 10.5220/0011789300003396

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

Auteurs: 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
Publié dans: Proc. Interspeech 2021, 2021
Éditeur: Interspeech
DOI: 10.21437/interspeech.2021-1905

An API for DL Abduction Solvers (Extended Abstract)

Auteurs: Zuzana Hlávková, Martin Homola, Patrick Koopmann and Júlia Pukancová
Publié dans: 2022
Éditeur: XLoKR

On the Epistemic Logic of Incomplete Argumentation Frameworks

Auteurs: Andreas Herzig, Antonio Yuste-Ginel
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, 2021
Éditeur: ijcai.org
DOI: 10.24963/kr.2021/69

Hybrid MHS-MXP ABox Abduction Solver: First Empirical Results

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

DeepStochLog: Neural Stochastic Logic Programming

Auteurs: Thomas Winters, Giuseppe Marra, Robin Manhaeve, Luc De Raedt
Publié dans: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Éditeur: AAAI Press
DOI: 10.48550/arxiv.2106.12574

Gradient-assisted calibration for financial agent-based models

Auteurs: Dyer, Joel and Quera-Bofarull, Arnau and Chopra, Ayush and Farmer, J Doyne and Calinescu, Anisoara and Wooldridge, MJ
Publié dans: Proceedings of the Fourth ACM International Conference on AI in Finance, Numéro 4th, 2023
Éditeur: ACM

Generalized Planning as Heuristic Search

Auteurs: Segovia-Aguas, Javier; Jiménez, Sergio; Jonsson, Anders
Publié dans: Generalized Planning as Heuristic Search, Numéro 57, 2021
Éditeur: ICAPS Arxiv

Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural Networks

Auteurs: Mathias Esteban, Jamal Toutouh, Sergio Nesmachnow
Publié dans: International Workshops ISC High Performance Digital 2021, 2021, Page(s) 297-313, ISBN 978-3-030-90539-2
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-90539-2_20

Complexity of Minimum-Size Arc-Inconsistency Explanations

Auteurs: Christian Bessiere, Clément Carbonnel, Martin C. Cooper, Emmanuel Hebrard
Publié dans: 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, Numéro LIPIcs, volume 235, 2022, Page(s) 9:1--9:14
Éditeur: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.cp.2022.9

Combining LSTMs and Symbolic Approaches for Robust Plan Recognition

Auteurs: Leonardo Rosa Amado; Ramon Fraga Pereira; Felipe Meneguzzi
Publié dans: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, 2021, ISBN 9781450383073
Éditeur: International Foundation for Autonomous Agents and Multiagent Systems

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

Auteurs: Vergari, Antonio; Choi, YooJung; Liu, Anji; Teso, Stefano; Broeck, Guy Van den
Publié dans: Advances in Neural Information Processing Systems, 2021
Éditeur: Neural Information Processing Systems Foundation, Inc. (NIPS)

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

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

Dantzig-Wolfe Decomposition for Cost Partitioning

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

Query Definability and Its Approximations in Ontology-based Data Management

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

Toward a Unified Framework for Debugging Gray-box Models

Auteurs: Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea; Teso, Stefano
Publié dans: Interactive Machine Learning workshop (IML) at AAAI'22, 2022
Éditeur: none

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

Auteurs: 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
Publié dans: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Numéro 2023, 2023, Page(s) 727-730, ISBN 9798400701207
Éditeur: Association for Computing Machinery
DOI: 10.1145/3583133.3590598

Online Saturated Cost Partitioning for Classical Planning

Auteurs: Jendrik Seipp
Publié dans: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Page(s) 317-321
Éditeur: AAAI Press
DOI: 10.5451/unibas-ep84300

MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks

Auteurs: Numeroso, Danilo; Bacciu, Davide
Publié dans: Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021), Numéro 48, 2021
Éditeur: IEEE
DOI: 10.1109/ijcnn52387.2021.9534266

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

Auteurs: Sitaru, Bogdan and Calinescu, Anisoara and Cucuringu, Mihai
Publié dans: Proceedings of the Fourth ACM International Conference on AI in Finance, Numéro 4th, 2023
Éditeur: ACM

On Preferred Abductive Explanations for Decision Trees and Random Forests

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

Dominance-based Rough Set Approach to Bank Customer Satisfaction Analysis

Auteurs: Marcin Szeląg and Roman Słowiński
Publié dans: Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, 2022, Page(s) 147-150, ISBN 978-83-7421-401-8
Éditeur: Gdynia Maritime University

Timed Trace Alignment with Metric Temporal Logic over Finite Traces

Auteurs: Giuseppe De Giacomo; Aniello Murano; Fabio Patrizi; Giuseppe Perelli
Publié dans: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Page(s) 227–236
Éditeur: IJCAI

Multi-Model Monitoring Framework for Hybrid Process Specifications

Auteurs: Anti Alman; Fabrizio Maria Maggi; Marco Montali; Fabio Patrizi; Andrey Rivkin
Publié dans: 34th International Conference on Advanced Information Systems Engineering, 2022
Éditeur: Springer

Explaining Any Time Series Classifier

Auteurs: Riccardo Guidotti, Anna Monreale, Francesco Spinnato, Dino Pedreschi, Fosca Giannotti
Publié dans: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), 2020
Éditeur: IEEE
DOI: 10.1109/cogmi50398.2020.00029

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

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

Exploiting Cyclic Dependencies in Landmark Heuristics.

Auteurs: Clemens Büchner; Thomas Keller; Malte Helmert
Publié dans: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Page(s) 65-73
Éditeur: AAAI Press
DOI: 10.5451/unibas-ep84308

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

Auteurs: Devendra Singh Dhami, Mayukh Das and Sriraam Natarajan
Publié dans: International Conference on Principles of Knowledge Representation and Reasoning, Numéro 18, 2021
Éditeur: IJCAI organization

Subset-Saturated Transition Cost Partitioning

Auteurs: Dominik Drexler; Jendrik Seipp; David Speck
Publié dans: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Page(s) 131-139
Éditeur: AAAI Press
DOI: 10.5451/unibas-ep84301

Epistemic Reasoning About Rationality and Bids in Auctions

Auteurs: Munyque Mittelmann, Andreas Herzig, Laurent Perrussel
Publié dans: European Conference on Logics in Artificial Intelligence (JELIA 2021), Numéro LNAI 12678, 2021, Page(s) 116--130
Éditeur: Springer Verlag
DOI: 10.1007/978-3-030-75775-5_9

Automatic Instance Generation for Classical Planning

Auteurs: Álvaro Torralba; Jendrik Seipp; Silvan Sievers
Publié dans: Proceedings of the 31st International Conference on Automated Planning and Scheduling, 2021, Page(s) 376-384
Éditeur: AAAI Press
DOI: 10.5451/unibas-ep84291

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

Auteurs: Yash Mehta, Colin White, Arber Zela, Arjun Krishnakumar, Guri Zabergja, Shakiba Moradian, Mahmoud Safari, Kaicheng Yu, Frank Hutter
Publié dans: The Tenth International Conference on Learning Representations, 2022
Éditeur: International Conference on Learning Representations

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

Auteurs: Michele Fontana, Francesca Naretto, Anna Monreale
Publié dans: 2021 18th International Conference on Privacy, Security and Trust (PST), 2021
Éditeur: IEEE
DOI: 10.1109/pst52912.2021.9647753

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

Auteurs: Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli and Sriraam Natarajan
Publié dans: International Conference on Inductive Logic Programming, Numéro 30, 2021
Éditeur: Springer

Calliope - A Polyphonic Music Transformer

Auteurs: Andrea Valenti; Stefano Berti; Davide Bacciu
Publié dans: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Numéro 58, 2021
Éditeur: ESANN
DOI: 10.14428/esann/2021.es2021-63

On Belief Change for Multi-Label Classifier Encodings

Auteurs: Sylvie Coste-Marquis, Pierre Marquis
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI'21), 2021, Page(s) 1829-1836
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/252

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

Auteurs: C. Metta, R. Guidotti, S. Rinzivillo
Publié dans: 2021 IEEE Symposium on Computers and Communications (ISCC), 2021, 2021
Éditeur: IEEE
DOI: 10.1109/iscc53001.2021.9631485

2020 Merge, Explain, Iterate

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

Designing Shapelets for Interpretable Data-Agnostic Classification

Auteurs: Riccardo Guidotti; Anna Monreale
Publié dans: AIES, Numéro 34, 2021, ISBN 9781450384735
Éditeur: Association for Computing Machinery
DOI: 10.1145/3461702.3462553

Towards Explainable Malware Detection with Structured Machine Learning

Auteurs: Peter Švec, Tomáš Bisták, Martin Homola, Štefan Balogh, Ján Kľuka and Alexander Šimko
Publié dans: 2023
Éditeur: Center for Perspicuous Computing,TU Dresden

Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width

Auteurs: Dominik Drexler; Jendrik Seipp; Hector Geffner
Publié dans: The 32nd International Conference on Automated Planning and Scheduling, 2022
Éditeur: AAAI

An API for DL Abduction Solvers

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

Generalized Temporal Inference via Planning

Auteurs: Diego Aineto; Sergio Jiménez; Eva Onaindia
Publié dans: 19th International Conference on Principles of Knowledge Representation and Reasoning, KR 2022, 2021, Page(s) 22--31
Éditeur: IJCAI
DOI: 10.24963/kr.2021/3

NAS-Bench-x11 and the Power of Learning Curves

Auteurs: Shen Yan, Colin White, Yash Savani, Frank Hutter
Publié dans: Thirty-Fifth Conference on Neural Information Processing Systems, 2021
Éditeur: Advances in Neural Information Processing Systems

Robust Solutions for Multi-Defender Stackelberg Security Games

Auteurs: Mutzari Yonatan Aumann and Sarit Kraus
Publié dans: IJCAI 2022, 2022
Éditeur: IJCAI

Automated Theorem Proving for Metamath

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

SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming

Auteurs: Arseny Skryagin, Wolfgang Stammer, Daniel Ochs, Devendra Singh Dhami and Kristian Kersting
Publié dans: International Conference on Principles of Knowledge Representation and Reasoning, Numéro 19, 2022
Éditeur: IJCAI Organization

Computing Abductive Explanations for Boosted Regression Trees

Auteurs: Gilles Audemard, Steve Bellart, Jean-Marie Lagniez, Pierre Marquis
Publié dans: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Page(s) 3432-3441
Éditeur: IJCAI
DOI: 10.24963/ijcai.2023/382

Hybrid probabilistic inference with logical and algebraic constraints: a survey

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

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

Auteurs: Rodriguez, Ivan D; Bonet, Blai; Romero, Javier; Geffner, Hector
Publié dans: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Éditeur: IJCAI

Benchmarking Approximate Consistent Query Answering (Discussion Paper)

Auteurs: Marco Calautti, Marco Console, Andreas Pieris
Publié dans: Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021, Numéro 2021, 2021
Éditeur: CEUR

Efficient PAC Reinforcement Learning in Regular Decision Processes

Auteurs: Alessandro Ronca; Giuseppe De Giacomo
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence., Numéro 59, 2021
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/279

On Translations between ML Models for XAI Purposes

Auteurs: Alexis de Colnet, Pierre Marquis
Publié dans: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023, Page(s) 3158-316
Éditeur: IJCAI
DOI: 10.24963/ijcai.2023/352

On-the-fly Synthesis for LTL over Finite Traces

Auteurs: Xiao, S.; Li, J.; Zhu, S.; Shi, Y.; Pu, G., Vardi, M.
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Page(s) 6530-6537
Éditeur: AAAI

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

Auteurs: Nowak, Tomasz and Skrzypczyński, Piotr
Publié dans: 17th Conference on Computer Science and Intelligence Systems (FedCSIS), Numéro 2022, 2022, Page(s) 191-200
Éditeur: Polish Information Processing Society
DOI: 10.15439/2022f145

Mind the Gap: Measuring Generalization Performance Across Multiple Objectives

Auteurs: Matthias Feurer, Katharina Eggensperger, Edward Bergman, Florian Pfisterer, Bernd Bischl & Frank Hutter
Publié dans: Advances in Intelligent Data Analysis, Numéro 21, 2023, Page(s) 130--142, ISBN 978-3-031-30047-9
Éditeur: Springer Nature
DOI: 10.1007/978-3-031-30047-9_11

Soft-Unification in Deep Probabilistic Logic

Auteurs: Jaron Maene, Luc De Raedt
Publié dans: Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Numéro 36, 2024, Page(s) 60804 - 60820, ISBN 9781713899921
Éditeur: Curran Associates, Inc.

Negative Side Effects and AI Agent Indicators: Experiments in SafeLife

Auteurs: J Burden, J Hernández-Orallo
Publié dans: SafeAI@AAAI, 2021
Éditeur: CEUR-Ws

Privacy Risk Assessment of Individual Psychometric Profiles

Auteurs: Giacomo Mariani, Anna Monreale, and Francesca Naretto
Publié dans: Discovery Science. DS 2021. Lecture Notes in Computer Science, Numéro 12986, 2021, ISBN 978-3-030-88941-8
Éditeur: Springer
DOI: 10.1007/978-3-030-88942-5_32

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

Auteurs: Daxin Liu; Gerhard Lakemeyer
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 1951-1958
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/269

Approximate Novelty Search

Auteurs: Singh, A.; Lipovetzky, N.; Ramirez, M.; Segovia-Aguas, J.
Publié dans: Proceedings of the International Conference on Automated Planning and Scheduling, 2021
Éditeur: AAAI

Efficient Generation of Structured Objects with Constrained Adversarial Networks

Auteurs: Di Liello, Luca; Ardino, Pierfrancesco; Gobbi, Jacopo; Morettin, Paolo; Teso, Stefano; Passerini, Andrea
Publié dans: Advances in Neural Information Processing Systems, 2020
Éditeur: Neural Information Processing Systems

Explainable Planner Selection for Classical Planning

Auteurs: Patrick Ferber; Jendrik Seipp
Publié dans: The 36th AAAI Conference on Artificial Intelligence, 2022
Éditeur: AAAI

Counterfactual Reasoning via Grounded Distance

Auteurs: Carlos Aguilera-Ventura, Andreas Herzig, Xinghan Liu, Emiliano Lorini
Publié dans: Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, 2023, Page(s) 2--11
Éditeur: kr.org
DOI: 10.24963/kr.2023/1

MizAR 60 for Mizar 50

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

Delete-Relaxation Heuristics for Lifted Classical Planning

Auteurs: Corrêa, A. B.; Francès, G.; Pommerening, F.; Helmert, M.
Publié dans: Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
Éditeur: AAAI

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

Auteurs: Davide Bacciu; Marco Podda
Publié dans: IJCNN, Numéro 42, 2021, ISBN 978-1-6654-3900-8
Éditeur: IEEE
DOI: 10.1109/ijcnn52387.2021.9533743

Abstract Argumentation with Qualitative Uncertainty: An Analysis in Dynamic Logic

Auteurs: Andreas Herzig, Antonio Yuste-Ginel
Publié dans: Logic and Argumentation - 4th International Conference (CLAR 2021), Numéro LNCS 13040, 2021, Page(s) 190--208
Éditeur: 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

Auteurs: Peter Pavlík, Viera Rozinajová, Anna Bou Ezzeddine
Publié dans: CDCEO 2022, 2022, ISSN 1613-0073
Éditeur: CEUR-WS.org, Sun SITE Central Europe, RWTH Aachen

Trading Complexity for Sparsity in Random Forest Explanations

Auteurs: Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2022, Page(s) 5461-5469
Éditeur: AAAI
DOI: 10.1609/aaai.v36i5.20484

Editing Boolean Classifiers: A Belief Change Perspective

Auteurs: Nicolas Schwind, Katsumi Inoue, Pierre Marquis
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2023, Page(s) 6516-6524
Éditeur: AAAI
DOI: 10.1609/aaai.v37i5.25801

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

Auteurs: Lamanna, L.; Gerevini, A. E.; Saetti, A.; Serafini, L.; Traverso, P.
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Page(s) 11862-11869
Éditeur: AAAI

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

Auteurs: Alexis de Colnet, Pierre Marquis
Publié dans: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Page(s) 2583-2590
Éditeur: IJCAI
DOI: 10.24963/ijcai.2022/358

Interpretable Next Basket Prediction Boosted with Representative Recipes

Auteurs: R. Guidtotti, S. Viotto
Publié dans: 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), 2021
Éditeur: IEEE
DOI: 10.1109/cogmi50398.2020.00018

A neuro-symbolic approach to structured event recognition

Auteurs: Apriceno, Gianluca ; Passerini, Andrea ; Serafini, Luciano
Publié dans: 28th International Symposium on Temporal Representation and Reasoning (TIME 2021)., 2021
Éditeur: Dagstuhl Publishing

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

Auteurs: Frey, Sascha and Li, Kang and Nagy, Peer and Sapora, Silvia and Lu, Chris and Zohren, Stefan and Foerster, Jakob and Calinescu, Anisoara
Publié dans: Proceedings of the Fourth ACM International Conference on AI in Finance, Numéro 4th, 2023
Éditeur: ACM

A Mathematical Benchmark for Inductive Theorem Provers

Auteurs: Thibault Gauthier, Chad Brown, Mikolas Janota and Josef Urban
Publié dans: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Numéro vol 94, 2023, Page(s) pages 224--237
Éditeur: EasyChair
DOI: 10.29007/jr72

Modeling Edge Features with Deep Bayesian Graph Networks

Auteurs: Daniele Atzeni; Davide Bacciu; Federico Errica; Alessio Micheli
Publié dans: IJCNN, Numéro 6, 2021
Éditeur: IEEE
DOI: 10.1109/ijcnn52387.2021.9533430

Co-creating Platformer Levels with Constrained Adversarial Networks

Auteurs: Paolo Morettin, Andrea Passerini, Stefano Teso
Publié dans: Proceedings of the 2nd Workshop on Human-AI Co-Creation with Generative Models, 2021
Éditeur: CEUR Workshop Proceedings

Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation

Auteurs: Gabriele Venturato, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 38, 2024, Page(s) 20567-20576, ISSN 2374-3468
Éditeur: AAAI Press
DOI: 10.1609/aaai.v38i18.30042

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

Auteurs: Clément Carbonnel
Publié dans: 28th International Conference on Principles and Practice of Constraint Programming, CP 2022, Numéro LIPIcs, volume 235, 2022, Page(s) 11:1--11:15
Éditeur: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
DOI: 10.4230/lipics.cp.2022.11

General Policies, Representations, and Planning Width

Auteurs: Bonet, Blai; Geffner, Hector
Publié dans: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Page(s) 11764--11773
Éditeur: AAAI

A Survey on Goal Recognition as Planning

Auteurs: Felipe Meneguzzi; Ramon Fraga Pereira
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Survey Track, 2021, Page(s) 4524-4532
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/616

Neural probabilistic logic programming in discrete-continuous domains

Auteurs: Lennert De Smet, Pedro Zuidberg Dos Martires, Robin Manhaeve, Giuseppe Marra, Angelika Kimmig, Luc De Readt
Publié dans: Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, Numéro vol.216, 2023, Page(s) 529-538
Éditeur: ML Research Press

On Weak Stubborn Sets in Classical Planning

Auteurs: Silvan Sievers; Martin Wehrle
Publié dans: Proceedings of the 30th International Joint Conference on Artificial Intelligence, 2021, Page(s) 4167-4174
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/573

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

Auteurs: Drexler, Dominik; Seipp, Jendrik; Geffner, Hector
Publié dans: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Éditeur: IJCAI

Learning Generalized Unsolvability Heuristics for Classical Planning

Auteurs: Simon Ståhlberg; Guillem Francès; Jendrik Seipp
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 4175-4181
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/574

Assistive Robot Teleoperation Using Behavior Trees

Auteurs: Behery, Mohamed; Trinh, Minh; Brecher, Christian; Lakemeyer, Gerhard
Publié dans: Variable Autonomy for human-robot Teaming (VAT) workshop @ ACM/IEEE HRI, VAT-HRI, Stockholm, Sweden, 2023-03-13 - 2023-03-13, Numéro 47, 2023
Éditeur: VAT-HRI

Learning Program Synthesis for Integer Sequences from Scratch

Auteurs: Thibault Gauthier, Josef Urban
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 37(6), 2023, Page(s) 7670-7677, ISBN 978-1-57735-880-0
Éditeur: AAAI Press
DOI: 10.1609/aaai.v37i6.25930

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

Auteurs: Noah Hollmann, Samuel Müller, Katharina Eggensperger, Frank Hutter
Publié dans: The Eleventh International Conference on Learning Representations, 2023
Éditeur: OpenReview.net

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

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

The FF Heuristic for Lifted Classical Planning

Auteurs: Augusto B. Corrêa; Florian Pommerening; Malte Helmert; Guillem Francès
Publié dans: Proceedings of the 36th AAAI Conference on Artificial Intelligence, 2022
Éditeur: AAAI Press
DOI: 10.5451/unibas-ep84309

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

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

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

Auteurs: Christian Cintrano; Jamal Toutouh; Jamal Toutouh; Enrique Alba
Publié dans: 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA, Numéro 68, 2021, Page(s) 247-257, ISBN 978-3-030-85713-4
Éditeur: Springer
DOI: 10.1007/978-3-030-85713-4_24

Identifying Privacy Risks raised by Utility Queries

Auteurs: Asghar, Hira and Bobineau, Christophe and Rousset, Marie-Christine
Publié dans: 23rd International conference on Web Information Systems Engineering (WISE 2022), 2022, ISBN 978-3-031-20891-1
Éditeur: SPRINGER

Multi-Objective Reinforcement Learning for Designing Ethical Environments

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

Contextual Conditional Reasoning

Auteurs: Casini, Giovanni and Meyer, Thomas and Varzinczak, Ivan
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, Numéro 35 (7), 2021, Page(s) 6254-6261
Éditeur: AAAI Press

Learning from Non-Binary Constituency Trees via Tensor Decomposition

Auteurs: Daniele Castellana; Davide Bacciu
Publié dans: COLING, Numéro 37, 2021, ISSN 2161-4407
Éditeur: International Committee on Computational Linguistics
DOI: 10.18653/v1/2020.coling-main.346

Flexible FOND Planning with Explicit Fairness Assumptions

Auteurs: Rodriguez, Ivan D.; Bonet, Blai; Sardina, Sebastian; Geffner, Hector
Publié dans: The 31st International Conference on Automated Planning and Scheduling, 2021, Page(s) 290--298
Éditeur: AAAI

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

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

Auteurs: M. Tomlein, M. Kompan, M. Bielikova et al
Publié dans: Fifteenth ACM Conference on Recommender Systems, 2021, ISBN 978-1-4503-8458-2
Éditeur: RecSys '22: Sixteenth ACM Conference on Recommender Systems
DOI: 10.1145/3460231.3474241

Model-theoretic Characterizations of Rule-based Ontologies

Auteurs: Marco Console, Phokion Kolaitis, Andreas Pieris
Publié dans: PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, Numéro 2021, 2021
Éditeur: Association for Computer Machinery, inc.

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

Auteurs: Zakaria Abdelmoiz Dahi , Gabriel Luque, Enrique Alba
Publié dans: 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, 2022, Page(s) xx-xx, ISSN 0302-9743
Éditeur: Springer
DOI: 10.1007/978-3-031-02462-7_36

Enforcing Natural Properties of Choice Functions, with Application for Combination

Auteurs: Nic Wilson
Publié dans: Proceedings ECAI 2023, Numéro 2023, 2023
Éditeur: IOS Press
DOI: 10.3233/faia230572

Learning General Planning Policies from Small Examples Without Supervision

Auteurs: Francès, Guillem; Bonet, Blai; Geffner, Hector
Publié dans: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Page(s) 11801--11808
Éditeur: AAAI

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

Auteurs: G Jaimovitch, DC Falcon, C Ferri, JH Orallo
Publié dans: (NeurIPS 2021, 2021
Éditeur: Neurips

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

Auteurs: Ramon Fraga Pereira; Frederico Messa; Andre Grahl Pereira; Giuseppe De Giacomo
Publié dans: The 32nd International Conference on Automated Planning and Scheduling, 2022
Éditeur: AAAI

Transforming Robotic Plans with Timed Automata to Solve Temporal Platform Constraints

Auteurs: Tarik Viehmann; Till Hofmann; Gerhard Lakemeyer
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 2083-2089
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/287

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

Auteurs: Prajit T. Rajendran, Huascar Espinoza, Agnes Delaborde, Chokri Mraidha
Publié dans: 2022
Éditeur: CEUR-WS.org

Learning Proof Transformations and Its Applications in Interactive Theorem Proving

Auteurs: Liao Zhang, Lasse Blaauwbroek, Cezary Kaliszyk & Josef Urban
Publié dans: Frontiers of Combining Systems. FroCoS 2023. Lecture Notes in Computer Science, Numéro vol 14279, 2023, Page(s) 236-254, ISBN 978-3-031-43368-9
Éditeur: Springer
DOI: 10.1007/978-3-031-43369-6_13

Benchmarking Approximate Consistent Query Answering

Auteurs: Marco Calautti, Marco Console, Andreas Pieris
Publié dans: PODS'21: Proceedings of the 40th {ACM} SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, Virtual Event, China, June 20-25, 2021, Numéro 2021, 2021
Éditeur: ACM
DOI: 10.1145/3452021.3458309

Translating SUMO-K to Higher-Order Set Theory

Auteurs: Chad E. Brown, Adam Pease & Josef Urban
Publié dans: Frontiers of Combining Systems. FroCoS 2023. Lecture Notes in Computer Science, Numéro vol 14279, 2023, Page(s) 255-274, ISBN 978-3-031-43368-9
Éditeur: Springer
DOI: 10.1007/978-3-031-43369-6_14

Abstraction in Data Integration

Auteurs: Gianluca Cima, Marco Console, Maurizio Lenzerini, Antonella Poggi
Publié dans: 36th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2021, Rome, Italy, June 29 - July 2, 2021, Numéro 2021, 2021
Éditeur: IEEE

Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits

Auteurs: Fabrizio Ventola, Devendra Singh Dhami and Kristian Kersting
Publié dans: International Conference on Inductive Logic Programming, Numéro 30, 2021
Éditeur: Springer

Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning

Auteurs: Micheli, A.; Valentini, A.
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Page(s) 11895-11902
Éditeur: AAAI

Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers

Auteurs: Š̌. Pócoš, I. Bečková, T. Kuzma, I. Farkaš
Publié dans: 1st TAILOR workshop, LNCS Springer, 2021, ISBN 978-3-030-73959-1
Éditeur: Springer
DOI: 10.1007/978-3-030-73959-1_9

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

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

Best-First Width Search for Lifted Classical Planning

Auteurs: ‪Augusto B. Corrêa‬; Jendrik Seipp
Publié dans: The 32nd International Conference on Automated Planning and Scheduling, 2022
Éditeur: AAAI

Learning Constraint Networks over Unknown Constraint Languages

Auteurs: Christian Bessiere, Clément Carbonnel, Areski Himeur
Publié dans: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 2023, Page(s) 1876--1883
Éditeur: ijcai.org
DOI: 10.24963/ijcai.2023/208

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

Auteurs: Youngmin Kim, Richard Allmendinger, Manuel López-Ibáñez
Publié dans: Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR, 2021, Page(s) 123-139, ISBN 978-3-030-73959-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_12

The impact of using constraints on counterfactual explanations

Auteurs: Maciej Falbogowski, Jerzy Stefanowski, Zuzanna Trafas, Adam Wojciechowski
Publié dans: Proceedings of the 3rd Polish Conference on Artificial Intelligence PP-RAI, April 25-27, 2022, Gdynia, Poland, Numéro 2022, 2022, Page(s) 81-84
Éditeur: Gdynia Maritime University

Compositional Approach to Translate LTLf/LDLf into Deterministic Finite Automata

Auteurs: Giuseppe De Giacomo; Marco Favorito
Publié dans: Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021, Page(s) 122-130
Éditeur: AAAI

A Boolean Extension of KLM-Style Conditional Reasoning

Auteurs: Paterson-Jones, Guy and Casini, Giovanni and Meyer, Thomas
Publié dans: Artificial Intelligence Research. Communications in Computer and Information Science, Numéro 1342, 2020, Page(s) 236-252, ISBN 978-3-030-66151-9
Éditeur: Springer

The Nondeterministic Situation Calculus

Auteurs: Giuseppe De Giacomo; Yves Lespérance
Publié dans: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Page(s) 216–226
Éditeur: IJCAI

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

Auteurs: Adnan Darwiche, Pierre Marquis
Publié dans: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022, Page(s) 5718-5721
Éditeur: IJCAI
DOI: 10.24963/ijcai.2022/797

Model-theoretic Characterizations of Rule-based Ontologies

Auteurs: Marco Console, Phookion Kolaitis, Andreas Pieris
Publié dans: 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, Numéro 2021, 2021
Éditeur: CEUR-WS.org

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

Auteurs: Andreas Herzig, Emiliano Lorini, Elise Perrotin
Publié dans: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, 2022, Page(s) 2648--2654
Éditeur: ijca.org
DOI: 10.24963/ijcai.2022/367

Deriving a Single Interpretable Model by Merging Tree-Based Classifiers

Auteurs: Valerio Bonsignori, Riccardo Guidotti, Anna Monreale
Publié dans: Discovery Science. DS 2021. Lecture Notes in Computer Science, Numéro 12986, 2021, ISBN 978-3-030-88942-5
Éditeur: Springer
DOI: 10.1007/978-3-030-88942-5_27

On the Power of Automata Minimization in Temporal Synthesis

Auteurs: Shufang Zhu; Lucas M. Tabajara; Geguang Pu; Moshe Y. Vardi
Publié dans: The Twelfth International Symposium on Games, Automata, Logics, and Formal Verification, 2021, Page(s) 117--134
Éditeur: EPTCS

Learning Aggregation Functions

Auteurs: Pellegrini, Giovanni ; Frasconi, Paolo ; Passerini, Andrea; Jaeger, Manfred
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Éditeur: International Joint Conferences on Artificial Intelligence

A New Approach to Design Symmetry Invariant Neural Networks

Auteurs: Piotr Kicki; Piotr Skrzypczyński; Mete Ozay
Publié dans: IEEE International Joint Conference on Neural Networks (IJCNN), Numéro 2021, 2021, Page(s) 1-8
Éditeur: IEEE

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

Auteurs: Damiano Brunori; Stefania Colonnese; Francesca Cuomo; Luca Iocchi
Publié dans: arxiv, 2021
Éditeur: Cornell University
DOI: 10.48550/arxiv.2105.05094

Robust Malware Classification via Deep Graph Networks on Call Graph Topologies

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

Saturated Post-hoc Optimization for Classical Planning.

Auteurs: Jendrik Seipp; Thomas Keller; Malte Helmert
Publié dans: Proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021, Page(s) 11947-11953
Éditeur: AAAI Press
DOI: 10.5451/unibas-ep84299

Safe Reinforcement Learning via Probabilistic Logic Shields

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

Inferring Agents Preferences as Priors for Probabilistic Goal Recognition

Auteurs: Kin Max Gusmão; Ramon Fraga Pereira; Felipe Meneguzzi
Publié dans: SPARK Workshop (ICAPS), 2021
Éditeur: AAAI

A Survey on Quantum Computer Simulators

Auteurs: Zakaria Abdelmoiz Dahi, Enrique Alba, Rodrigo Gil-Merino, Francisco Chicano, Gabriel Luque
Publié dans: 19th Conference of the Spanish Association for Artificial Intelligence (CAEPIA), 2021, Page(s) 941-946, ISBN 978-84-09-30514-8
Éditeur: CAEPIA

Synthesis with Mandatory Stop Actions

Auteurs: Giuseppe De Giacomo; Antonio Di Stasio; Giuseppe Perelli; Shufang Zhu
Publié dans: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Page(s) 237–246
Éditeur: IJCAI

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

Auteurs: Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami and Kristian Kersting
Publié dans: International Conference on Principles of Knowledge Representation and Reasoning, Numéro 19, 2022
Éditeur: IJCAI organization

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

Auteurs: J. Simko, M. Kompan, M. Bielikova et al
Publié dans: UMAP, 2022, ISBN 978-1-4503-8367-7
Éditeur: Association for Computing Machinery
DOI: 10.1145/3450614.3463353

Guiding an Instantiation Prover with Graph Neural Networks

Auteurs: Karel Chvalovský, Konstantin Korovin, Jelle Piepenbrock and Josef Urban
Publié dans: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Numéro vol 94, 2023, Page(s) pages 112--123
Éditeur: EasyChair
DOI: 10.29007/tp23

Loopless Top-k Planning

Auteurs: Julian von Tschammer; Robert Mattmüller; David Speck
Publié dans: The 32nd International Conference on Automated Planning and Scheduling, 2022
Éditeur: AAAI

Intensional and Extensional Views in DL-Lite Ontologies

Auteurs: Marco Console; Giuseppe De Giacomo; Maurizio Lenzerini; Manuel Namici
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 1822-1828
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/251

Synthesizing Best-Effort Strategies under Multiple Environment Specifications

Auteurs: Benjamin Aminof and Giuseppe De Giacomo and Alessio Lomuscio and Aniello Murano and Sasha Rubin
Publié dans: The 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021
Éditeur: IJCAI

Can language models automate data wrangling?

Auteurs: Gonzalo Jaimovitch-Lopez, Cesar Ferri, Jose Hernandez-Orallo, Fernando Martínez-Plumed and María José Ramírez-Quintana
Publié dans: ECMLPKDD Workshop on Automating Data Science (ADS 2021), 2021
Éditeur: Automating Data Science

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

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

Discovering Declarative Process Model Behavior from Event Logs via Model Learning

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

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

Auteurs: Lukasiewicz, Thomas and Malizia, Enrico and Molinaro, Cristian
Publié dans: Proceedings of the International Conference on Principles of Knowledge Representation and Reasoning}, Numéro Volume 19, number 1, 2023, Page(s) 472-481, ISBN 978-1-956792-02-7
Éditeur: IJCAI Organization

Online Learning of Action Models for PDDL Planning

Auteurs: Leonardo Lamanna; Alessandro Saetti; Luciano Serafini; Alfonso Gerevini; Paolo Traverso
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, Page(s) 4112-4118
Éditeur: IJCAI
DOI: 10.24963/ijcai.2021/566

Neuro-Symbolic Constraint Programming for Structured Prediction

Auteurs: Dragone, Paolo; Teso, Stefano; Passerini, Andrea
Publié dans: NeSy’21: 15th International Workshop on Neural-Symbolic Learning and Reasoning, 2021
Éditeur: ISSN 1613-0073 CEUR Workshop Proceedings

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

Auteurs: Nic Wilson
Publié dans: Proceedings ECAI 2023, Numéro 2023, 2023
Éditeur: IOS Press
DOI: 10.3233/faia230571

Finite-Trace and Generalized-Reactivity Specifications in Temporal Synthesis

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

Online Action Recognition

Auteurs: Suárez-Hernández, A.; Segovia-Aguas, J.; Torras, C.; Alenyà, G.
Publié dans: Proceedings of the AAAI Conference on Artificial Intelligence, 2021, Page(s) 11981-11989
Éditeur: AAAI

A Dynamic Epistemic Logic with Finite Iteration and Parallel Composition

Auteurs: Andreas Herzig; Frédéric Maris; Elise Perrotin
Publié dans: Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021, Page(s) 676–680
Éditeur: IJCAI
DOI: 10.24963/kr.2021/68

Stream-level Latency Evaluation for Simultaneous Machine Translation

Auteurs: Iranzo-Sánchez, Javier ; Civera, Jorge ; Juan, Alfons
Publié dans: EMNLP 2021, 2021
Éditeur: Cornel University
DOI: 10.48550/arxiv.2104.08817

ASP-Based Declarative Process Mining

Auteurs: Francesco Chiariello; Fabrizio Maria Maggi; Fabio Patrizi
Publié dans: The 36th AAAI Conference on Artificial Intelligence, 2022
Éditeur: AAAI

OpenML Benchmarking Suites

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

DP-CTGAN: Differentially Private Medical Data Generation using CTGANs

Auteurs: Mei Ling Fang, Devendra Singh Dhami and Kristian Kersting,
Publié dans: Artificial Intelligence in Medicine, Numéro 20, 2022
Éditeur: Springer

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

Auteurs: Martin Tamajka, Marcel Vesely, Marian Simko
Publié dans: XAI at IJCAI 2022, 2022
Éditeur: IJCAI

Landmark-Based Approaches for Goal Recognition as Planning

Auteurs: Ramon Fraga Pereira; Nir Oren; Felipe Meneguzzi
Publié dans: The 31st International Conference on Automated Planning and Scheduling, 2021
Éditeur: AAAI

piBO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization

Auteurs: Carl Hvarfner, Danny Stoll, Artur Souza, Marius Lindauer, Frank Hutter, Luigi Nardi
Publié dans: The Tenth International Conference on Learning Representations, 2022
Éditeur: International Conference on Learning Representations

OPTION : optimization algorithm benchmarking ontology.

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

Computing Abductive Explanations for Boosted Trees

Auteurs: Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski
Publié dans: Proceedings of The 26th International Conference on Artificial Intelligence and Statistics, 2023, Page(s) PMLR 206:4699-4711
Éditeur: MLResearchPress

Machine Learning for Utility Prediction in Argument-Based Computational Persuasion

Auteurs: Donadello, Ivan; Hunter, Anthony; Teso, Stefano; Dragoni, Mauro
Publié dans: Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Éditeur: AAAI Press
DOI: 10.48550/arxiv.2112.04953

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

Auteurs: Matej Zecevic, Devendra Singh Dhami, Athresh Karanam, Sriraam Natarajan and Kristian Kersting
Publié dans: Advances in Neural Information Processing Systems, Numéro 34, 2021
Éditeur: Neural Information Processing Systems

An Efficient QAOA via a Polynomial QPU-Needless Approach

Auteurs: Francisco Chicano, Zakaria Dahi, Gabriel Luque
Publié dans: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, Numéro 400, 2023, Page(s) 2187-2194, ISBN 9798400701207
Éditeur: ACM
DOI: 10.1145/3583133.3596409

Interactive Label Cleaning with Example-based Explanations

Auteurs: Teso, Stefano; Bontempelli, Andrea; Giunchiglia, Fausto; Passerini, Andrea
Publié dans: Advances in Neural Information Processing Systems, 2021
Éditeur: Neural Information Processing Systems Foundation, Inc. (NIPS)

Optimising Communication Overhead in Federated Learning Using NSGA-II

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

Finding Structure and Causality in Linear Programs

Auteurs: Matej Zečević, Florian Peter Busch, Devendra Singh Dhami and Kristian Kersting
Publié dans: ICLR Workshop on the Elements of Reasoning: Objects, Structure and Causality, Numéro 1, 2022
Éditeur: openreview

Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge of Attacks

Auteurs: Andreas Herzig, Antonio Yuste-Ginel
Publié dans: Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, 2021, Page(s) 1922--1928
Éditeur: ijca.org
DOI: 10.24963/ijcai.2021/265

An LP-Based Approach for Goal Recognition as Planning

Auteurs: Luisa R. de A. Santos; Felipe Meneguzzi; Ramon Fraga Pereira; Andre G. Pereira
Publié dans: Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Éditeur: AAAI

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

Auteurs: Prajit T. Rajendran, Huascar Espinoza, Agnes Delaborde, Chokri Mraidha
Publié dans: 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-83906-2\_20

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

Auteurs: Sebastian Pineda Arango, Fabio Ferreira, Arlind Kadra, Frank Hutter, Josif Grabocka
Publié dans: arxiv, 2023
Éditeur: arxiv
DOI: 10.48550/arxiv.2306.03828

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

Auteurs: Pereira, Ramon Fraga; Fuggitti, Francesco; De Giacomo, Giuseppe
Publié dans: arxiv, Numéro 51, 2021
Éditeur: Cornell University
DOI: 10.48550/arxiv.2103.11692

AutoML Adoption in ML Software

Auteurs: van der Blom, Koen and Serban, Alex and Hoos, Holger and Visser, Joost
Publié dans: 8th ICML Workshop on Automated Machine Learning, 2021
Éditeur: Openreview.net

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

Auteurs: Hilde Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter
Publié dans: arxiv, 2023
Éditeur: arxiv
DOI: 10.48550/arxiv.2303.08485

Behavioral QLTL

Auteurs: De Giacomo, Giuseppe; Perelli, Giuseppe
Publié dans: arxiv, Numéro 53, 2021
Éditeur: 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

Auteurs: Giuseppe De Giacomo; Marco Favorito; Francesco Fuggitti
Publié dans: arxiv, 2022
Éditeur: Cornell University
DOI: 10.48550/arxiv.2204.09960

Maximal and minimal dynamic Petri net slicing

Auteurs: Llorens, Marisa; Oliver, Javier; Silva, Josep; Tamarit, Salvador
Publié dans: Arxiv, Numéro 13, 2021
Éditeur: Arxiv

Self-Correcting Bayesian Optimization through Bayesian Active Learning

Auteurs: Carl Hvarfner, Erik Hellsten, Frank Hutter, Luigi Nardi
Publié dans: 2023
Éditeur: arxiv
DOI: 10.48550/arxiv.2304.11005

Advances in MetaDL: AAAI 2021 Challenge and Workshop

Auteurs: El Baz, Adrian and Guyon, Isabelle and Liu, Zhengying and van Rijn, Jan N. and Treguer, Sebastien and Vanschoren, Joaquin
Publié dans: Proceedings of Machine Learning Research, 2021
Éditeur: Proceedings of Machine Learning Research

Conditional Teaching Size

Auteurs: Garcia-Piqueras, Manuel; Hernández-Orallo, José
Publié dans: Conditional Teaching Size, Numéro 24, 2021
Éditeur: Arxiv

Learning constraints through partial queries

Auteurs: Christian Bessiere, Clément Carbonnel, Anton Dries, Emmanuel Hebrard, George Katsirelos, Nina Narodytska, Claude-Guy Quimper, Kostas Stergiou, Dimosthenis C. Tsouros, Toby Walsh
Publié dans: Artif. Intell., Numéro volume 319, 2023, Page(s) 103896, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2023.103896

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

Auteurs: Mattia Setzu and Riccardo Guidotti and Anna Monreale and Franco Turini and Dino Pedreschi and Fosca Giannotti
Publié dans: Artificial Intelligence Journal, Numéro 294, 2021, Page(s) 103457, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2021.103457

Climate Variability Indices—A Guided Tour

Auteurs: Mateusz Norel; Michał Kałczyński; Iwona Pińskwar; Krzysztof Krawiec; Zbigniew W. Kundzewicz
Publié dans: Geosciences, Numéro 1, 2021, ISSN 2076-3263
Éditeur: MDPI
DOI: 10.3390/geosciences11030128

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

Auteurs: Inês Terrucha, Elias Fernández Domingos, Francisco C. Santos, Pieter Simoens, Tom Lenaerts
Publié dans: PLOS ONE, Numéro 19, 2024, Page(s) e0297213, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0297213

Machine Learning Modeling of Climate Variability Impact on River Runoff

Auteurs: Norel, Mateusz and Krawiec, Krzysztof and Kundzewicz, Zbigniew W
Publié dans: Water, Numéro 9, 2021, ISSN 2073-4441
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/w13091177

K-plex cover pooling for graph neural networks

Auteurs: Davide Bacciu; Alessio Conte; Roberto Grossi; Francesco Landolfi; Andrea Marino
Publié dans: Data Mining and Knowledge Discovery, Numéro 5, 2021, ISSN 1384-5810
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10618-021-00779-z

Auditing YouTube’s Recommendation Algorithm for Misinformation Filter Bubbles

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

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

Auteurs: Maaroof, Najlaa and Moreno, Antonio and Valls, Aida and Jabreel, Mohammed and Szeląg, Marcin
Publié dans: Applied Sciences, Numéro 7, 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app12073358

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

Auteurs: "Dario Albani and Wolfgang {H\""onig} and Daniele Nardi and Nora Ayanian and Vito Trianni"
Publié dans: Applied Sciences, 2021, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app11073115

P systems in the time of COVID-19

Auteurs: Fernando Baquero; Marcelino Campos; Carlos Llorens; José M. Sempere
Publié dans: P systems in the time of COVID-19, Numéro 18, 2021, ISSN 2523-8914
Éditeur: Springer
DOI: 10.1007/s41965-021-00083-1

Embedding reactive behavior into artifact-centric business process models

Auteurs: Xavier Oriol; Giuseppe De Giacomo; Montserrat Estañol; Ernest Teniente
Publié dans: Future Generation Computer Systems, 2021, ISSN 0167-739X
Éditeur: 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

Auteurs: Dariusz Brzezinski and Leandro L. Minku and Tomasz Pewinski and Jerzy Stefanowski and Artur Szumaczuk
Publié dans: Knowledge Information Systems, Numéro 63, 2021, Page(s) 1429-1469, ISSN 0219-1377
Éditeur: Springer Verlag
DOI: 10.1007/s10115-021-01560-w

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

Auteurs: Giuseppe De Giacomo; Xavier Oriol; Riccardo Rosati; Domenico Fabio Savo
Publié dans: Journal of Artificial Intelligence Research, 2021, Page(s) 1335--1371, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.12414

Synthesis and Properties of Optimally Value-Aligned Normative Systems

Auteurs: Nieves Montes, Carles Sierra
Publié dans: Journal of Artificial Intelligence Research, Numéro 74, 2022, Page(s) 1739-1774, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13487

Learning MAX-SAT from contextual examples for combinatorial optimisation

Auteurs: Mohit Kumar, Samuel Kolb, Stefano Teso, Luc De Raedt
Publié dans: Artificial Intelligence, Numéro 314, 2024, Page(s) 103794, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2022.103794

Dynastic Potential Crossover Operator

Auteurs: Chicano Francisco, Ochoa Gabriela, Whitley L. Darrell, Tinós, Renato
Publié dans: Evolutionary Computation, 2021, Page(s) 1-35, ISSN 1063-6560
Éditeur: MIT Press
DOI: 10.1162/evco_a_00305

A Lightweight Epistemic Logic and its Application to Planning

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

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

Auteurs: Rodriguez-Soto, M., Serramia, M., Lopez-Sanchez, M. et al
Publié dans: Ethics and Information Technology, 2022, ISSN 1388-1957
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10676-022-09635-0

Enhancing and Evaluating the Product Fuzzy DPLL Solver

Auteurs: Ivor Uhliarik
Publié dans: SN Comput. Sci. 3(5): 388, 2022, ISSN 2661-8907
Éditeur: Springer
DOI: 10.1007/s42979-022-01192-z

ReliefE : feature ranking in high dimensional spaces via manifold embeddings

Auteurs: Blaž Škrlj, Sašo Džeroski, Nada Lavrač and Matej Petković
Publié dans: Machine learning, Numéro 111, 2022, Page(s) 273-317, ISSN 0885-6125
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10994-021-05998-5

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

Auteurs: Marcelo de Souza, Marcus Ritt, Manuel Lopez-Ibanez, Leslie Pérez Cáceres
Publié dans: Operations Research Perspectives, 2021, Page(s) 100186, ISSN 2214-7160
Éditeur: Elsevier BV
DOI: 10.1016/j.orp.2021.100186

Resource separation in dynamic logic of propositional assignments

Auteurs: Joseph Boudou; Andreas Herzig; Nicolas Troquard
Publié dans: Journal of Logical and Algebraic Methods in Programming, 2021, ISSN 2352-2208
Éditeur: Elsevier BV
DOI: 10.1016/j.jlamp.2021.100683

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

Auteurs: Mateusz Lango, Jerzy Stefanowski
Publié dans: Expert Systems with Applications, Numéro 199, 2022, ISSN 0957-4174
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.116962

Metamodeling and metaquerying in OWL 2 QL

Auteurs: Maurizio Lenzerini, Lorenzo Lepore, Antonella Poggi
Publié dans: Artificial Intelligence, Numéro 292, 2021, ISSN 0004-3702
Éditeur: Elsevier BV

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

Auteurs: Nieves Montes, Nardine Osman, Carles Sierra
Publié dans: Artificial Intelligence, Numéro 311, 2024, Page(s) 103756, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2022.103756

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

Auteurs: Eladio Montero-Porras, Jelena Grujić, Elias Fernández Domingos, Tom Lenaerts
Publié dans: Scientific Reports, Numéro 12, 2022, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-022-11654-2

Metaheuristics on quantum computers: Inspiration, simulation and real execution

Auteurs: Zakaria Abdelmoiz Dahi, Enrique Alba
Publié dans: Future Generation Computer Systems, 2022, Page(s) 164-180, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/j.future.2021.12.015

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

Auteurs: Joaquín Taverner; Emilio Vivancos; Vicente Botti
Publié dans: IEEE Transaction on Affective Computing, Numéro 12, 2022, ISSN 1949-3045
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taffc.2020.3030586

Explaining the performance of multilabel classification methods with data set properties

Auteurs: Jasmin Bogatinovski,Ljupčo Todorovski,Sašo Džeroski,Dragi Kocev
Publié dans: International journal of intelligent systems, 2022, ISSN 0884-8173
Éditeur: John Wiley & Sons Inc.
DOI: 10.1002/int.22840

FairLens: Auditing black-box clinical decision support systems

Auteurs: Cecilia Panigutti, Alan Perotti, André Panisson, Paolo Bajardi, Dino Pedreschi
Publié dans: Information Processing & Management, Numéro 58, 2021, ISSN 0306-4573
Éditeur: 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

Auteurs: Christian Cintrano, Javier Ferrer, Manuel López-Ibáñez, Enrique Alba
Publié dans: Evolutionary Computation, Numéro 31, 2023, Page(s) 31-51, ISSN 1530-9304
Éditeur: MIT Press
DOI: 10.1162/evco_a_00314

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

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

Signalling boosts the evolution of cooperation in repeated group interactions

Auteurs: Luis A. Martinez-Vaquero; Francisco C. Santos; Vito Trianni
Publié dans: Journal of the Royal Society Interface, Numéro 58, 2020, ISSN 1742-5662
Éditeur: The Royal Society Publishing
DOI: 10.1098/rsif.2020.0635

SAMBA: AGeneric Framework for Secure Federated Multi-Armed Bandits

Auteurs: Radu Ciucanu and Pascal Lafourcade and Gael Marcadet and Marta Soare
Publié dans: Journal of Artificial Intelligence Research, 2022, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13163

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

Auteurs: Marcin Szeląg and Roman Słowiński
Publié dans: European Journal of Operational Research, Numéro 2023, 2023, ISSN 0377-2217
Éditeur: Elsevier BV
DOI: 10.1016/j.ejor.2023.09.028

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

Auteurs: Nieves Montes, Michael Luck, Nardine Osman, Odinaldo Rodrigues, Carles Sierra
Publié dans: Autonomous Agents and Multi-Agent Systems, Numéro 37, 2023, ISSN 1387-2532
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10458-023-09613-w

Evaluating local explanation methods on ground truth

Auteurs: Riccardo Guidotti; Riccardo Guidotti
Publié dans: Artificial Intelligence, Numéro 89, 2021, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

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

Auteurs: Miguel Rebollo; Rosa M. Benito; Juan Carlos Losada; Javier Galeano
Publié dans: Entropy, Numéro 7, 2021, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23050638

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

Auteurs: Tómas Thorbjarnarson; Neil Yorke-Smith
Publié dans: urn:issn:1932-6203, Numéro 57, 2023, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0261029

Effective anytime algorithm for multiobjective combinatorial optimization problems

Auteurs: Miguel Ángel Domínguez-Ríos, Francisco Chicano, Enrique Alba
Publié dans: Information Sciences, 2021, Page(s) 210-228, ISSN 0020-0255
Éditeur: Elsevier BV
DOI: 10.1016/j.ins.2021.02.074

Reasoning about causality in games

Auteurs: Hammond, Lewis, James Fox, Tom Everitt, Ryan Carey, Alessandro Abate, and Michael Wooldridge
Publié dans: Artificial Intelligence, Numéro Volume 320, 2023, Page(s) 103919, ISSN 1872-7921
Éditeur: Elsevier

Automating data science

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

Towards a Framework for Certification of Reliable Autonomous Systems

Auteurs: Michael Fisher; Viviana Mascardi; Kristin Yvonne Rozier; Bernd-Holger Schlingloff; Michael Winikoff; Neil Yorke-Smith
Publié dans: 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, Numéro 11, 2021, ISSN 1387-2532
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10458-020-09487-2

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

Auteurs: Alessandro Ronca; Mark Kaminski; Bernardo Cuenca Grau; Ian Horrocks
Publié dans: Artificial Intelligence, 2022, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2022.103668

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

Auteurs: Vojtěch Svátek, Ondřej Zamazal, Viet Bach Nguyen, Jiří Ivánek, Ján Kľuka, Miroslav Vacura
Publié dans: Semantic Web, Numéro 14, 2023, Page(s) 1209-1253, ISSN 1570-0844
Éditeur: IOS Press
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Capping Methods for the Automatic Configuration of Optimization Algorithms

Auteurs: Marcelo De Souza, Marcus Ritt, Manuel Lopez-Ibanez
Publié dans: Computers and Operations Research, 2022, Page(s) 105615, ISSN 0305-0548
Éditeur: Pergamon Press Ltd.
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What and How of Machine Learning Transparency:Building Bespoke Explainability Tools withInteroperable Algorithmic Components

Auteurs: Kacper Sokol, Alexander Hepburn, Raul Santos-Rodriguez, Peter Flach
Publié dans: Journal of Open Source Education, Numéro 5, 2022, Page(s) 175, ISSN 2577-3569
Éditeur: Journal of Open Source Education
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A multi-objective approach for communication reduction in federated learning under devices heterogeneity constraints

Auteurs: José Ángel Morell, Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba
Publié dans: Future Generation Computer Systems, Numéro 155, 2024, Page(s) 367-383, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/j.future.2024.02.022

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

Auteurs: Kacper Sokol, Raul Santos-Rodriguez, Peter Flach
Publié dans: Software Impacts, Numéro 14, 2023, Page(s) 100406, ISSN 2665-9638
Éditeur: Elsevier
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MLLP-VRAIN Spanish ASR Systems for the Albayzín-RTVE 2020 Speech-to-Text Challenge: Extension

Auteurs: 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
Publié dans: Applies Sciences, 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app12020804

Feature ranking for semi-supervised learning

Auteurs: Matej Petković, Sašo Džeroski & Dragi Kocev
Publié dans: Machine Learning Journal, Numéro vol. 111, 2022, ISSN 0885-6125
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10994-022-06181-0

Qualitative uncertainty and dynamics of argumentation through dynamic logic

Auteurs: Antonio Yuste-Ginel and Andreas Herzig
Publié dans: J. Log. Comput., Numéro volume 33, number 2, 2022, Page(s) 370--405, ISSN 0955-792X
Éditeur: Oxford University Press
DOI: 10.1093/logcom/exac098

Exact stochastic constraint optimisation with applications in network analysis

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

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

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

Evolution of a theory of mind

Auteurs: Tom Lenaerts, Marco Saponara, Jorge M. Pacheco, Francisco C. Santos
Publié dans: iScience, Numéro 27, 2024, Page(s) 108862, ISSN 2589-0042
Éditeur: Cell Press (Elsevier)
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On Quantifying Literals in Boolean Logic and its Applications to Explainable AI

Auteurs: Adnan Darwiche, Pierre Marquis
Publié dans: Journal of Artificial Intelligence Research, Numéro 72(1), 2021, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
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Order-sorted equational generalization algorithm revisited

Auteurs: Maria Alpuente, ·Santiago Escobar, Jose ́ Meseguer, Julia Sapiña
Publié dans: Annals of Mathematics and Artificial Intelligence, 2021, ISSN 1573-7470
Éditeur: Spring Nature
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Secure Protocols for Cumulative Reward Maximization in Stochastic Multi-Armed Bandits

Auteurs: Ciucanu, R. and Lafourcade, P. Lombard-Platet, M. and Soare, M.
Publié dans: Journal of Computer Security, 2022, ISSN 0926-227X
Éditeur: IOS Press

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

Auteurs: Giuseppe De Giacomo; Paolo Felli; Brian Logan; Fabio Patrizi; Sebastian Sardiña
Publié dans: Artificial Intelligence, 2021, ISSN 0004-3702
Éditeur: Elsevier BV
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On the complexity of rational verification

Auteurs: Gutierrez, Julian and Najib, Muhammad and Perelli, Giuseppe and Wooldridge, Michael
Publié dans: Annals of Mathematics and Artificial Intelligence, Numéro Volume 91, number 4, 2023, Page(s) 409-430, ISSN 1012-2443
Éditeur: Kluwer Academic Publishers

Enhancing Lattice-Based Motion Planning With Introspective Learning and Reasoning

Auteurs: Mattias Tiger; David Bergström; Andreas Norrstig; Fredrik Heintz
Publié dans: IEEE Robotics and Automation Letters, 2021, Page(s) 4385--4392, ISSN 2377-3766
Éditeur: IEEE
DOI: 10.1109/lra.2021.3068550

Online learning of variable ordering heuristics for constraint optimisation problems

Auteurs: Floris Doolaard; Neil Yorke-Smith
Publié dans: Crossref, Numéro 30, 2022, ISSN 1012-2443
Éditeur: Kluwer Academic Publishers
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Digital twins: State of the art theory and practice, challenges, and open research questions

Auteurs: Sharma, Angira and Kosasih, Edward and Zhang, Jie and Brintrup, Alexandra and Calinescu, Anisoara
Publié dans: Journal of Industrial Information Integration, 2022, Page(s) 100383, ISSN 2452-414X
Éditeur: Elsevier
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Lifted Model Checking for Relational MDPs

Auteurs: Wen-Chi Yang, Jean-Francois Raskin, Luc De Raedt
Publié dans: Machine Learning, 2021, ISSN 0885-6125
Éditeur: Kluwer Academic Publishers

Enabling Game-Theoretical Analysis of Social Rules

Auteurs: Nieves Montes, Nardine Osman, Carles Sierra
Publié dans: Volume 339: Artificial Intelligence Research and Development, 2021, ISSN 1879-8314
Éditeur: IOS Press
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Automating Data Science: Prospects and Challenges

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

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

Auteurs: José Ángel Morell, Enrique Alba
Publié dans: Future Generation Computer Systems, Numéro 133, 2024, Page(s) 53-67, ISSN 0167-739X
Éditeur: Elsevier BV
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autoBOT: evolving neuro-symbolic representations for explainable low resource text classification

Auteurs: Blaž Škrlj, Matej Martinc, Nada Lavrač & Senja Pollak
Publié dans: Machine learning, Numéro vol. 110, iss. 4, 2021, Page(s) 989–1028, ISSN 0885-6125
Éditeur: Kluwer Academic Publishers
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Fuzzy OWL-BOOST: Learning Fuzzy Concept Inclusions via Real-Valued Boosting

Auteurs: Franco Alberto Cardillo and Umberto Straccia
Publié dans: Fuzzy Sets and Systems, 2021, ISSN 0165-0114
Éditeur: Elsevier BV
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A Fresh Approach to Evaluate Performance in Distributed Parallel Genetic Algorithms

Auteurs: Harada, Tomohiro; Alba, Enrique; Luque, Gabriel
Publié dans: Applied Soft Computing, Numéro 10, 2022, Page(s) 108540, ISSN 1568-4946
Éditeur: Elsevier BV
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Cooperative concurrent games

Auteurs: Julian Gutierrez, Szymon Kowara, Sarit Kraus, Thomas Steeples, and Michael J. Wooldridge
Publié dans: Artificial Intelligence, Numéro Volume 314, 2023, Page(s) 103806, ISSN 1872-7921
Éditeur: Elsevier

Knowledge-Driven Data Ecosystems Toward Data Transparency

Auteurs: 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
Publié dans: ACM Journal of Data and Information Quality, Numéro 14, 2022, ISSN 1936-1955
Éditeur: Association for Computing Machinary, Inc.
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A tensor framework for learning in structured domains

Auteurs: Daniele Castellana, Davide Bacciu
Publié dans: Neurocomputing, Numéro 470, 2022, Page(s) 405-426, ISSN 0925-2312
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Occlusion-Based Explanations in Deep Recurrent Models for Biomedical Signals

Auteurs: Michele Resta; Anna Monreale; Davide Bacciu
Publié dans: Numéro 8, Numéro 68, 2020, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
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Defense coordination in security games: Equilibrium analysis and mechanism design

Auteurs: Jiarui Gan, Edith Elkind, Sarit Kraus, and Michael J. Wooldridge
Publié dans: Artificial Intelligence, Numéro Volume 313, 2022, Page(s) 103791, ISSN 1872-7921
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Live Streaming Speech Recognition Using DeepBidirectional LSTM Acoustic Models andInterpolated Language Models

Auteurs: Javier Jorge Adrià Giménez, Joan Albert Silvestre-Cerdà Jorge Civera Albert Sanchis Alfons Juan
Publié dans: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2022, ISSN 1558-7916
Éditeur: Institute of Electrical and Electronics Engineers
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From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey

Auteurs: Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt
Publié dans: arXiv, 2022, ISSN 2331-8422
Éditeur: Cornell University
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Expressiveness and Nash Equilibrium in Iterated Boolean Games

Auteurs: Julian Gutierrez; Paul Harrenstein; Giuseppe Perelli; Michael Wooldridge
Publié dans: ACM Transactions on Computational Logic, 2021, ISSN 1529-3785
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EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES

Auteurs: A. Rumież, M. Szeląg, B. Świt-Jankowska, and P. Marciniak
Publié dans: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023, Page(s) 1373--1378, ISSN 2194-9034
Éditeur: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Counterexample-Driven Genetic Programming for Symbolic Regression with Formal Constraints

Auteurs: Iwo Błądek; Krzysztof Krawiec
Publié dans: IEEE Transactions on Evolutionary Computation, Numéro 27, 2023, Page(s) 1327-1339, ISSN 1941-0026
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A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness

Auteurs: Branislav Pecher, Ivan Srba, Maria Bielikova
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MultiETSC: automated machine learning for early time series classification

Auteurs: Ottervanger, Gilles and Baratchi, Mitra and Hoos, Holger H
Publié dans: Data Mining and Knowledge Discovery, 2021, ISSN 1384-5810
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BlackBIRDS: Black-Box Inference foR Differentiable Simulators

Auteurs: Quera-Bofarull, Arnau and Dyer, Joel and Calinescu, Anisoara and Farmer, J Doyne and Wooldridge, Michael
Publié dans: Journal of Open Source Software, Numéro Volume 8, Number 89, 2023, Page(s) 5776, ISSN 2475-9066
Éditeur: Journal of Open Source Software
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MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning

Auteurs: Raghu Rajan, Jessica Lizeth Borja Diaz, Suresh Guttikonda, Fabio Ferreira, André Biedenkapp, Jan Ole von Hartz, Frank Hutter
Publié dans: Jorunal Artificial Intelligence Research, Numéro Vol. 77, 2023, Page(s) 821--890, ISSN 1076-9757
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T-norms driven loss functions for machine learning

Auteurs: Francesco Giannini, Michelangelo Diligenti, Marco Maggini, Marco Gori, Giuseppe Marra
Publié dans: Applied Intelligence, Numéro 53, 2023, Page(s) 18775-18789, ISSN 0924-669X
Éditeur: Kluwer Academic Publishers
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From statistical relational to neurosymbolic artificial intelligence: A survey

Auteurs: Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt
Publié dans: Artificial Intelligence, Numéro 328, 2024, Page(s) 104062, ISSN 0004-3702
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Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits

Auteurs: Ciucanu, R. and Delabrouille, A. and Lafourcade, P. and Soare, M
Publié dans: IEEE Transactions on Dependable and Secure Computing, 2022, ISSN 1545-5971
Éditeur: IEEE Computer Society

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis

Auteurs: Giovanni De Toni; Bruno Lepri; Andrea Passerini
Publié dans: MACHINE LEARNING, Numéro 20, 2023, ISSN 1573-0565
Éditeur: Springer
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Supportive consensus

Auteurs: Alberto Palomares; Miguel Rebollo; Carlos Carrascosa
Publié dans: PLoS ONE, Numéro 31, 2020, ISSN 1932-6203
Éditeur: Public Library of Science
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Streaming cascade-based speech translation leveraged by a direct segmentation model

Auteurs: Iranzo-Sánchez, Javier; Jorge, Javier; Baquero-Arnal, Pau; Silvestre-Cerdà, Joan Albert ; Giménez, Adrià; Civera, Jorge; Sanchis, Albert; Juan, Alfons
Publié dans: Neural Networks, 2021, ISSN 0893-6080
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Ultimate Grounding of Abstract Concepts: A Graded Account

Auteurs: T. Reinboth, I. Farkaš
Publié dans: Journal of Cognition, 2022, ISSN 2514-4820
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Generating networks of genetic processors

Auteurs: Marcelino Campos; José M. Sempere
Publié dans: Generating networks of genetic processors, Numéro 30, 2021, ISSN 1573-7632
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Exploring Customer Price Preference and Product Profit Role in Recommender Systems

Auteurs: M. Kompan, P. Gaspar, J. Macina, M. Cimerman, M. Bielikova
Publié dans: IEEE Intelligent Systems, 2021, ISSN 1541-1672
Éditeur: Institute of Electrical and Electronics Engineers
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Semiautomatic generation and assessment of Java exercises in engineering education

Auteurs: David Insa; Sergio Pérez; Josep Silva; Salvador Tamarit
Publié dans: Computer Applications in Engineering Education, Numéro 24, 2020, ISSN 1099-0542
Éditeur: Wiley Online Library
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Understanding, Explanation, and Active Inference

Auteurs: Parr, Thomas and Pezzulo, Giovanni
Publié dans: Frontiers in Systems Neuroscience, 2021, ISSN 1662-5137
Éditeur: Frontiers Research Foundation

Expert enhanced dynamic time warping based anomaly detection

Auteurs: Kloska M., Grmanova G., Rozinajova V.
Publié dans: Expert Systems with Applications, 2023, ISSN 0957-4174
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Towards Visual Semantics

Auteurs: Fausto Giunchiglia; Luca Erculiani; Andrea Passerini
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A takeover time-driven adaptive evolutionary algorithm for mobile user tracking in pre-5G cellular networks

Auteurs: Zakaria Abdelmoiz Dahi, Enrique Alba, Gabriel Luque
Publié dans: Applied Soft Computing, 2022, Page(s) 107992, ISSN 1568-4946
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A Study of Fake News Reading and Annotating in Social Media Context

Auteurs: Jakub Simko, Patrik Racsko, Matus Tomlein, Martin Hanakova, Robert Moro, Maria Bielikova
Publié dans: New Review of Hypermedia and Multimedia, 2021, ISSN 1740-7842
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On the explanatory power of Boolean decision trees

Auteurs: Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
Publié dans: Data & Knowledge Engineering, Numéro 142, 2022, Page(s) 102088, ISSN 1872-6933
Éditeur: Science Direct
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Automatic Question Generation Based on Sentence Structure Analysis using Machine Learning Approach

Auteurs: M.Blšták, V. Rozinajová
Publié dans: Natural Language Engineering - journal, 2021, ISSN 1351-3249
Éditeur: Cambridge University Press
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On the Languages Accepted by Watson-Crick Finite Automata with Delays

Auteurs: José M. Sempere
Publié dans: Numéro 8, Numéro 9, 2021, ISSN 2227-7390
Éditeur: MDPI Academic Open Access Publishing
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Error curves for evaluating the quality of feature rankings.

Auteurs: Ivica Slavkov; Matej Petković; Pierre Geurts; Dragi Kocev; Sašo Džeroski
Publié dans: PeerJ computer science, Numéro 12, 2020, Page(s) e310-1-e310-39, ISSN 2376-5992
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Merge-and-Shrink: A Compositional Theory of Transformations of Factored Transition Systems

Auteurs: Silvan Sievers; Malte Helmert
Publié dans: Journal of Artificial Intelligence Research, Numéro 71, 2021, Page(s) 781-883, ISSN 1076-9757
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Negotiation strategies for agents with ordinal preferences: Theoretical analysis and human study

Auteurs: Noam Hazon, Sefi Erlich, Ariel Rosenfeld, Sarit Kraus
Publié dans: Artificial Intelligence, Numéro 327, 2024, Page(s) 104050, ISSN 0004-3702
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Ensemble- and distance-based feature ranking for unsupervised learning

Auteurs: Matej Petković; Dragi Kocev; Blaž Škrlj; Sašo Džeroski
Publié dans: International Journal of Intelligent Systems, Numéro vol. 36, no. 7, 2021, Page(s) 3068-3086, ISSN 0884-8173
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Dynamic Algorithm Configuration: Foundation of a New Meta-Algorithmic Framework

Auteurs: André Biedenkapp, H. Furkan Bozkurt, Theresa Eimer, Frank Hutter, Marius Lindauer
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Learning from experience for rapid generation of local car maneuvers

Auteurs: Kicki, Piotr and Gawron, Tomasz and Cwian, Krzysztof and Ozay, Mete and Skrzypczyński, Piotr
Publié dans: Engineering Applications of Artificial Intelligence, Numéro 105, 2021, ISSN 0952-1976
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How market ecology explains market malfunction

Auteurs: Scholl, Maarten P and Calinescu, Anisoara and Farmer, J Doyne
Publié dans: Proceedings of the National Academy of Sciences, Numéro Volume 118, Number 26, 2021, Page(s) e2015574118, ISSN 0027-8424
Éditeur: National Academy of Sciences
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Matrix Profile-Based Interpretable Time Series Classifier

Auteurs: Riccardo Guidotti, Matteo D’Onofrio
Publié dans: Frontiers in Artificial Intelligence, Numéro 4, 2021, ISSN 2624-8212
Éditeur: Frontiers Media SA
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Explanatory machine learning for sequential human teaching

Auteurs: Lun Ai, Johannes Langer, Stephen H. Muggleton, Ute Schmid
Publié dans: Machine Learning, 2023, ISSN 0885-6125
Éditeur: Kluwer Academic Publishers
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Explainable AI techniques in Trustworthy Object detection

Auteurs: Raili Virtanen
Publié dans: 2023
Éditeur: Aalto university, Espoo, Finland

Ensemble of Counterfactual Explainers

Auteurs: Riccardo Guidotti; Salvatore Ruggieri
Publié dans: DS, Numéro 51, 2021, ISBN 978-3-030-88941-8
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Using Distributed Risk Maps by Consensus as a Complement to Contact Tracing Apps

Auteurs: Rebollo, M., Benito, R.M., Losada, J.C., Galeano, J.
Publié dans: Complex Networks & Their Applications IX., 2020, ISBN 978-3-030-65346-0
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Customer churn analytics using monotonic rules

Auteurs: Marcin Szeląg and Roman Słowiński
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Towards Symbolic Time Series Representation Improved by Kernel Density Estimators.

Auteurs: M. Kloska, V. Rozinajova
Publié dans: 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
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Consensus for Collaborative Creation of Risk Maps for COVID-19

Auteurs: M. Rebollo, C. Carrascosa, and A. Palomares
Publié dans: Trustworthy AI - Integrating Learning, Optimization and Reasoning., 2020, ISBN 978-3-030-73958-4
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Dominance-based Rough Set Approach, basic ideas and main trends

Auteurs: Błaszczyński, Jerzy and Greco, Salvatore and Matarazzo, Benedetto and Szeląg, Marcin
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Principles of Explainable Artificial Intelligence

Auteurs: Riccardo Guidotti, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Publié dans: Explainable AI Within the Digital Transformation and Cyber Physical Systems, 2021, ISBN 978-3-030-76408-1
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Optimal Teaching Curricula with Compositional Simplicity Priors

Auteurs: M Garcia-Piqueras, J Hernández-Orallo
Publié dans: Machine Learning and Knowledge Discovery in Databases., 2021, ISBN 978-3-030-86485-9
Éditeur: Springer Nature Switzerland
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Value-Alignment Equilibrium in Multiagent Systems

Auteurs: Nieves Montes; Carles Sierra
Publié dans: isbn: 978-3-030-73958-4, Numéro 73, 2020
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-73959-1_17

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