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Advancing Dermatological Diagnostics: Interpretable AI for Enhanced Skin Lesion Classification.Carlo Metta;Andrea Beretta;Riccardo Guidotti;Yuan Yin;Patrick Gallinari;Salvatore Rinzivillo;Fosca Giannotti.In Latest Advances in Diagnosis and Management of Skin Cancer (2024) [https://www.mdpi.com/2075-4418/14/7/753]
Beyond the visible: preliminary evaluation of the first wearable augmented reality assistance system for pancreatic surgery.Hamraz Javaheri;Omid Ghamarnejad;Ragnar Bade;Paul Lukowicz;Jakob Karolus;Gregor Stavrou.In International Journal of Computer Assisted Radiology and Surgery (2024) [https://link.springer.com/article/10.1007/s11548-024-03131-0]
Crowdsourced geolocation: Detailed exploration of mathematical and computational modeling approaches.Rocco Ballester;Yanis Labeyrie;Mehmet Mulayim;Jose Fernandez-Marquez;Jesus Cerquides.In Cognitive Systems Research (2024) [https://www.sciencedirect.com/science/article/pii/S1389041724000603]
Early morning hour and evening usage habits increase misinformation-spread.Elisabeth Stockinger;Riccardo Gallotti;Carina Hausladen.In Scientific Reports (2024) [https://www.nature.com/articles/s41598-024-69447-8]
Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order.Erik Novak;Luka Bizjak;Dunja Mladenić;Marko Grobelnik.In IEEE Access (2024) [https://ieeexplore.ieee.org/abstract/document/10591977/]
From understanding to justifying: computational reliabilism for AI-based forensic evidence evaluation.Juan Durán;David van der Vloed;Arnout Ruifrok;Rolf Ypma.In Forensic Science International: Synergy (2024) [https://www.sciencedirect.com/science/article/pii/S2589871X24001013]
POTDAI: A tool to evaluate the Perceived Operational Trust Degree in Artificial Intelligence Systems.David Martín-Moncunill;Eduardo Laredo;Juan Nieves.In IEEE Access (2024) [https://ieeexplore.ieee.org/abstract/document/10663721/]
Stable and actionable explanations of black-box models through factual and counterfactual rules.Riccardo Guidotti;Anna Monreale;Salvatore Ruggieri;Francesca Naretto;Franco Turini;Dino Pedreschi;Fosca Giannotti.In Data Mining and Knowledge Discovery (2024) [https://link.springer.com/article/10.1007/s10618-022-00878-5]
The ALTAI checklist as a tool to assess ethical and legal implications for a trustworthy AI development in education.Andrea Fedele;Clara Punzi;Stefano Tramacere.In Computer Law & Security Review (2024) [https://www.sciencedirect.com/science/article/pii/S0267364924000530]
Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence.Carlo Metta;Andrea Beretta;Roberto Pellungrini;Salvatore Rinzivillo;Fosca Giannotti.In Bioengineering (2024) [https://www.mdpi.com/2306-5354/11/4/369]
Who’s in charge here? A survey on Trustworthy AI in Variable Autonomy Robotic Systems.Leila Methnani;Manolis Chiou;Virginia Dignum;Andreas Theodorou.In ACM Computing Surveys (2024) [https://dl.acm.org/doi/abs/10.1145/3645090]
Cross-Viewpoint Semantic Mapping: Integrating Human and Robot Perspectives for Improved 3D Semantic Reconstruction.László Kopácsi;Benjámin Baffy;Gábor Baranyi;Joul Skaf;Gábor Sörös;Szilvia Szeier;András Lőrincz;Daniel Sonntag .In Journal: Sensors (2023) [https://doi.org/10.3390/s23115126]
Mass media impact on opinion evolution in biased digital environments: a bounded confidence model.Valentina Pansanella; Alina Sîrbu;Janos Kertesz;Giulio Rossetti.In Nature: Scientific Reports (2023) [https://www.nature.com/articles/s41598-023-39725-y.pdf]
Enhancing Perioperative Outcomes of Pancreatic Surgery with Wearable Augmented Reality Assistance System: A Matched-Pair Analysis.Hamraz Javaheri;Omid Ghamarnejad;Rizky Widyaningsih;Ragnar Bade;Paul Lukowicz;Jakob Karolus;Gregor Alexander Stavrou.In Annals of Surgery (2024) [https://doi.org/10.1097/AS9.0000000000000516]
Methods and tools for causal discovery and causal inference.Ana Rita Nogueira;Andrea Pugnana;Salvatore Ruggieri;Dino Pedreschi;João Gama.In Wiley interdisciplinary reviews: data mining and knowledge discovery (2022) [https://doi.org/10.1002/widm.1449]
Reducing Computational Cost During Robot Navigation and Human–Robot Interaction with a Human-Inspired Reinforcement Learning Architecture.Rémi Dromnelle;Erwan Renaudo;Mohamed Chetouani;Petros Maragos;Raja Chatila;Benoît Girard;Mehdi Khamassi.In International Journal of Social Robotics (2022) [https://doi.org/10.1007/s12369-022-00942-6]
Process Discovery on Deviant Traces and Other Stranger Things.Federico Chesani;Chiara Di Francescomarino;Chiara Ghidini;Daniela Loreti;Fabrizio Maria Maggi;Paola Mello.In IEEE Transactions on Knowledge and Data Engineering (2023) [https://doi.org/10.1109/TKDE.2022.3232207]
Refining neural network predictions using background knowledge.Alessandro Daniele;Emile van Krieken;Luciano Serafini;Frank van Harmelen .In Special Issue on Learning and Reasoning 2022 (2023) [https://link.springer.com/article/10.1007/s10994-023-06310-3]
Gender, Age, and Technology Education Influence the Adoption and Appropriation of LLMs.Fiona Draxler;Daniel Buschek;Mikke Tavast;Perttu Hämäläinen;Albrecht Schmidt;Juhi Kulshrestha;Robin Welsch.In arXiv preprint arXiv:2310.06556 (2023) [https://arxiv.org/abs/2310.06556 ]
Impact of network topology on the performance of Decentralized Federated Learning.Luigi Palmieri;Chiara Boldrini;Lorenzo Valerio;Andrea Passarella;Marco Conti.In Evolution of Networked AI Systems: Trends, Challenges, and Opportunities (2024) [https://doi.org/10.1016/j.comnet.2024.110681]
An Ontology-Based Coaching Solution For Increasing Self-Awareness of Own Functional Status.Mauro Dragoni;Tania Bailoni;Jean-Claude Martin;Helena Lindgern;Esteban Rosero.In AI4Function 2021 (2021) [https://ceur-ws.org/Vol-2926/paper1.pdf]
Integrating Functional Status Information into Knowledge Graphs to Support Self-Health Management .Mauro Dragoni;Tania Bailoni;Ivan Donadello;Jean-Claude Martin;Helena Lindgren.In Data Intelligence (2023) [https://doi.org/10.1162/dint_a_00203]
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems.Nalin Kumar;Ondrej Dusek.In Findings of the Association for Computational Linguistics: NAACL 2024 (2024) [https://doi.org/10.18653/v1/2024.findings-naacl.46]
Power to the Learner: Towards Human-Intuitive and Integrative Recommendations with Open Educational Resources.Sahan Bulathwela;María Pérez-Ortiz;Emine Yilmaz;John Shawe-Taylor.In AI and Interaction Technologies for Social Sustainability (2022) [https://doi.org/10.3390/su141811682]
Chapter in a Book
Code-Driven Law: Freezing the Future and Scaling the Past.Mireille Hildebrandt.In Is Law Computable? Critical Perspectives on Law and Artificial Intelligence (2020) [http://dx.doi.org/10.2139/ssrn.3522079 ]
Embedding the Trust Degrees of Agents in Abstract Argumentation.Bettina Fazzinga;Sergio Flesca;Filippo Furfaro.In Volume 325: ECAI 2020 (2020) [http://dx.doi.org/10.3233/faia200161 ]
A Planetary-Scale Threat: How Much Worse Can it Get?.Dirk Helbing.In Next Civilization – Digital Democracy and Socio-Ecological Finance – How to Avoid Dystopia and Upgrade Society by Digital Means (2021) [https://link.springer.com/chapter/10.1007/978-3-030-62330-2_6 ]
Empathy and prosociality in social agents.Ana Paiva;Filipa Correia;Raquel Oliveira;Fernando Santos;Patrícia Arriaga.In The Handbook on Socially Interactive Agents: 20 years of Research on Embodied Conversational Agents, Intelligent Virtual Agents, and Social Robotics Volume 1: Methods, Behavior, Cognition (2021) [https://dl.acm.org/doi/abs/10.1145/3477322.3477334 ]
Principles of explainable artificial intelligence.Riccardo Guidotti;Anna Monreale;Dino Pedreschi;Fosca Giannotti.In Explainable AI Within the Digital Transformation and Cyber Physical Systems – XAI Methods and Applications (2021) [https://link.springer.com/chapter/10.1007/978-3-030-76409-8_2 ]
The Issue of Bias. The Framing Powers of Machine Learning.Mireille Hildebrandt.In Machines We Trust. Perspectives on Dependable AI (2021) [http://dx.doi.org/10.2139/ssrn.3497597 ]
The Myth of Complete AI-Fairness.Virginia Dignum.In Artificial Intelligence in Medicine – 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings (2021) [http://dx.doi.org/10.1007/978-3-030-77211-6_1 ]
Validation on real data of an extended embryo-uterine probabilistic graphical model for embryo selection.Adrián Torres-Martín;Jerónimo Hernández-González;Jesus Cerquides.In Volume 339: Artificial Intelligence Research and Development (2021) [https://ebooks.iospress.nl/doi/10.3233/FAIA210139 ]
Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers.Carlo Metta;Riccardo Guidotti;Yuan Yin;Patrick Gallinari;Salvatore Rinzivillo.In Volume 354: HHAI2022: Augmenting Human Intellect (2022) [http://dx.doi.org/10.3233/faia220209 ]
Developing and Validating Tools for the Automated Analysis and Enhancement of Online Discussions.Bjoern Komander;Jesus Cerquides;Jaume Piera.In Volume 368: HHAI 2023: Augmenting Human Intellect (2023) [https://ebooks.iospress.nl/volumearticle/63368 ]
Expert Finding for Citizen Science.Bjoern Komander;Jesus Cerquides;Jaume Piera;Jeffrey Chan;Azadeh Alavi.In Volume 375: Artificial Intelligence Research and Development (2023) [https://ebooks.iospress.nl/doi/10.3233/FAIA230659 ]
Explaining Socio-Demographic and Behavioral Patterns of Vaccination Against the Swine Flu (H1N1) Pandemic.Clara Punzi;Aleksandra Maslennikova;Gizem Gezici;Roberto Pellungrini;Fosca Giannotti.In World Conference on Explainable Artificial Intelligence (2023) [https://link.springer.com/chapter/10.1007/978-3-031-44067-0_31 ]
Mathematical and Computational Models for Crowdsourced Geolocation.Rocco Ballester;Yanis Labeyrie;Mehmet Mulayim;Jose Fernandez-Marquez;Jesus Cerquides.In Artificial Intelligence Research and Development (2023) [https://ebooks.iospress.nl/doi/10.3233/FAIA230699 ]
Semantic Enrichment of Explanations of AI Models for Healthcare.Luca Corbucci;Anna Monreale;Cecilia Panigutti;Michela Natilli;Simona Smiraglio;Dino Pedreschi.In International Conference on Discovery Science (2023) [ Long research gate link ]
A Turkish Educational Crossword Puzzle.Kamyar Zeinalipour;Yusuf Keptiğ;Marco Maggini;Leonardo Rigutini;Marco Gori.In International Conference on Artificial Intelligence in Education (2024) [https://link.springer.com/chapter/10.1007/978-3-031-64312-5_27 ]
Categorical Foundation of Explainable AI: A Unifying Theory.Francesco Giannini;Stefano Fioravanti;Pietro Barbiero;Alberto Tonda;Pietro Liò ;Elena Di Lavore.In World Conference on Explainable Artificial Intelligence (2024) [https://link.springer.com/chapter/10.1007/978-3-031-63800-8_10 ]
Exploring Large Language Models Capabilities to Explain Decision Trees.Paulo Bruno Serafim;Pierluigi Crescenzi;Gizem Gezici;Eleonora Cappuccio;Salvatore Rinzivillo;Fosca Giannotti.In HHAI 2024: Hybrid Human AI Systems for the Social Good (2024) [https://ebooks.iospress.nl/volumearticle/68000 ]
Unreflected acceptance–investigating the negative consequences of chatgpt-assisted problem solving in physics education.Lars Krupp;Steffen Steinert;Maximilian Kiefer-Emmanouilidis;Karina Avila;Paul Lukowicz;Jochen Kuhn;Stefan Küchemann;Jakob Karolus.In HHAI 2024: Hybrid Human AI Systems for the Social Good (2024) [https://ebooks.iospress.nl/volumearticle/68012 ]
Improving Disaster Response by Combining Automated Text Information Extraction from Images and Text on Social Media.Hafiz Budi Firmansyah;Carlo Alberto Bono;Valerio Lorini;Jesus Cerquides;Jose Luis Fernandez-Marquez.In Volume 375: Artificial Intelligence Research and Development (2023) [https://ebooks.iospress.nl/doi/10.3233/FAIA230701 ]
Publication in Conference proceedings/Workshop
Continual Learning with Pretrained Backbones by Tuning in the Input Space.Simone Marullo;Matteo Tiezzi;Marco Gori;Stefano Melacci;Tinne Tuytelaars.In 2023 International Joint Conference on Neural Networks (IJCNN) (2023) [https://ieeexplore.ieee.org/abstract/document/10191069/]
Governance by Glass-Box: Implementing Transparent Moral Bounds for AI Behaviour.Andrea Aler Tubella;Andreas Theodorou;Frank Dignum;Virginia Dignum.In 28th International Joint Conference on Artificial Intelligence (IJCAI-2019) (2019) [http://dx.doi.org/10.24963/ijcai.2019/802]
Agents are dead. Long live agents!.Virginia Dignum;Frank Dignum.In AAMAS ’20: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems (2020) [https://dl.acm.org/doi/abs/10.5555/3398761.3398957]
Analyzing Differentiable Fuzzy Implications.Emile van Krieken;Erman Acar;Frank van Harmelen.In 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020) (2020) [http://dx.doi.org/10.48550/arxiv.2006.03472]
Distance-Based Equilibria in Normal-Form Games.Erman Acar;Reshef Meir.In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-20) (2020) [http://dx.doi.org/10.1609/aaai.v34i02.5540]
On Sufficient and Necessary Conditions in Bounded CTL: A Forgetting Approach.Renyan Feng;Erman Acar;Stefan Schlobach;Yisong Wang;Wanwei Liu.In 17th International Conference on Principles of Knowledge Representation and Reasoning — Main Track (2020) (2020) [http://dx.doi.org/10.24963/kr.2020/37]
PAC-Bayes Analysis Beyond the Usual Bounds.Omar Rivasplata;Ilja Kuzborskij;Csaba Szepesvari;John Shawe-Taylor.In Advances in Neural Information Processing Systems 33 (NeurIPS 2020) (2020) [http://dx.doi.org/10.48550/arxiv.2006.13057]
PAC-Bayesian Bound for the Conditional Value at Risk.Zakaria Mhammedi;Benjamin Guedj;Robert C. Williamson.In Advances in Neural Information Processing Systems 33 (NeurIPS 2020) (2020) [http://dx.doi.org/10.48550/arxiv.2006.14763]
Revisiting the Notion of Extension over Incomplete Abstract Argumentation Framework.Bettina Fazzinga;Sergio Flesca;Filippo Furfaro.In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Main track (2020) [http://dx.doi.org/10.24963/ijcai.2020/237]
A new approach for cross-silo federated learning and its privacy risks.Michele Fontana;Francesca Naretto;Anna Monreale.In 2021 18th International Conference on Privacy, Security and Trust (PST) (2021) [https://ieeexplore.ieee.org/abstract/document/9647753/]
A Preliminary Evaluation of a Privacy-Preserving Dialogue System.Manfred Jeusfeld;Christoph Lange.In CEUR workshop proceedings (2021) [http://dx.doi.org/10.5281/zenodo.3556677]
Adapting User Interfaces with Model-based Reinforcement Learning.Kashyap Todi;Gilles Bailly;Luis Leiva;Antti Oulasvirta.In CHI ’21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (2021) [http://dx.doi.org/10.1145/3411764.3445497]
Adversarial Regularized Reconstruction for Anomaly Detection and Generation..Angelica Liguori;Giuseppe Manco;Francesco Sergio Pisani;Ettore Ritacco.In 2021 IEEE International Conference on Data Mining (ICDM) (2021) [http://dx.doi.org/10.1109/icdm51629.2021.00145]
Assisting Motor Skill Transfer for Dance StudentsUsing Wearable Feedback.Steeven Villa;Jasmin Niess;Bettina Eska;Albrecht Schmidt;Tonja-Katrin Machulla.In ISWC ’21: Proceedings of the 2021 ACM International Symposium on Wearable Computers (2021) [https://dl.acm.org/doi/abs/10.1145/3460421.3478817]
Boosting synthetic data generation with effective nonlinear causal discovery.Martina Cinquini;Fosca Giannotti;Riccardo Guidotti.In 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI) (2021) [https://ieeexplore.ieee.org/abstract/document/9750370/]
Collecting a Dataset of Gestures for Skill Assessment in the Field: a beach volleyball serves case study.Mathias Ciliberto;Luis Alejandro Ponce Cuspinera;Daniel Roggen.In UbiComp/ISWC ’21 Adjunct: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (2021) [https://dl.acm.org/doi/abs/10.1145/3460418.3479355]
Contextualizing trending entities in news stories.Marco Ponza;Diego Ceccarelli;Paolo Ferragina;Edgar Meij;Sambhav Kothari.In WSDM ’21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining (2021) [https://dl.acm.org/doi/abs/10.1145/3437963.3441765]
Définition et détection des incohérences du systeme dans les dialogues orientés tâche.(we present experiments on automatically detecting inconsistent behavior of ….Léon-Paul Schaub;Vojtech Hudecek;Daniel Stancl;Ondrej Dusek;Patrick Paroubek.In la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale (2021) [https://aclanthology.org/2021.jeptalnrecital-taln.13/]
Designing shapelets for interpretable data-agnostic classification.Riccardo Guidotti;Anna Monreale.In AIES ’21: Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Socie (2021) [https://dl.acm.org/doi/abs/10.1145/3461702.3462553]
Dynamics of scientific collaboration networks due to academic migrations.Pavlos Paraskevopoulos;Chiara Boldrini;Andrea Passarella;Marco Conti.In Social Informatics – 12th International Conference, SocInfo 2020 (2021) [http://dx.doi.org/10.1007/978-3-030-60975-7_21]
Exemplars and counterexemplars explanations for image classifiers, targeting skin lesion labeling.Carlo Metta;Riccardo Guidotti;Yuan Yin;Patrick Gallinari;Salvatore Rinzivillo.In 2021 IEEE Symposium on Computers and Communications (ISCC) (2021) [http://dx.doi.org/10.1109/iscc53001.2021.9631485]
Fairshades: Fairness auditing via explainability in abusive language detection systems.Marta Marchiori Manerba;Riccardo Guidotti.In 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI) (2021) [https://ieeexplore.ieee.org/abstract/document/9750356/]
Glocalx-from local to global explanations of black box ai models.Mattia Setzu;Riccardo Guidotti;Anna Monreale;Franco Turini;Dino Pedreschi;Fosca Giannotti.In Artificial Intelligence 294 (2021) (2021) [https://www.sciencedirect.com/science/article/pii/S0004370221000084]
Health literature hybrid AI for health improvement; a design analysis for diabetes &hypertension.Luuk P.A. Simons;Mark A. Neerincx;Catholijn M. Jonker.In BLED 2021 (2021) [https://aisel.aisnet.org/bled2021/5/]
Hyper-parameter optimization for latent spaces.Bruno Veloso;Luciano Caroprese;Matthias König;Sónia Teixeira;Giuseppe Manco;Holger H. Hoos;João Gama.In Machine Learning and Knowledge Discovery in Databases. Research Track – European Conference, ECML PKDD 2021 (Part III) (2021) [https://link.springer.com/chapter/10.1007/978-3-030-86523-8_16]
Introduction to intelligent user interfaces.Albrecht Schmidt;Sven Mayer;Daniel Buschek.In CHI EA ’21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (2021) [https://dl.acm.org/doi/abs/10.1145/3411763.3445021]
Learning Ideological Embeddings from Information Cascades.Corrado Monti;Giuseppe Manco;Cigdem Aslay;Francesco Bonchi.In CIKM ’21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management (2021) [http://dx.doi.org/10.1145/3459637.3482444]
Locomotion and transportation Mode Recognition from GPS and radio signals: Summary of SHL Challenge 2021.Lin Wang;Mathias Ciliberto;Hristijan Gjoreski;Paula Lago;Kazuya Murao;Tsuyoshi Okita;Daniel Roggen.In UbiComp/ISWC ’21 Adjunct: Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (2021) [https://dl.acm.org/doi/abs/10.1145/3460418.3479373]
On the complexity of sum-of-products problems over semirings.Thomas Eiter;Rafael Kiesel.In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-21) (2021) [https://ojs.aaai.org/index.php/AAAI/article/view/16783]
Privacy risk assessment of individual psychometric profiles.Giacomo Mariani;Anna Monreale;Francesca Naretto.In Discovery Science – 24th International Conference 2021Proceedings (2021) [https://link.springer.com/chapter/10.1007/978-3-030-88942-5_32]
Reasoning over Argument-Incomplete AAFs in the Presence of Correlations.Bettina Fazzinga;Sergio Flesca;Filippo Furfaro.In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence Main Track (2021) [http://dx.doi.org/10.24963/ijcai.2021/27]
Structural invariants in individuals language use: the “ego network” of words.Kilian Ollivier;Chiara Boldrini;Andrea Passarella;Marco Conti.In Social Informatics – 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings (2021) [http://dx.doi.org/10.1007/978-3-030-60975-7_20]
The End of Serendipity: Will Artificial Intelligence Remove Chance and Choice in Everyday Life?.Albrecht Schmidt.In CHItaly ’21: Proceedings of the 14th Biannual Conference of the Italian SIGCHI Chapter (2021) [https://dl.acm.org/doi/abs/10.1145/3464385.3464763]
Towards a Competence-Based Approach to Allocate Teams to Tasks.Athina Georgara;Juan A. Rodriguez-Aguilar;Carles Sierra.In AAMAS ’21: 20th International Conference on Autonomous Agents and Multiagent Systems, (2021) [http://dx.doi.org/10.5555/3463952.3464140]
Value-Guided Synthesis of Parametric Normative Systems,.Nieves Montes;Carles Sierra.In AAMAS ’21: 20th International Conference on Autonomous Agents and Multiagent Systems (2021) [http://dx.doi.org/10.5555/3463952.3464060]
X5Learn: A Personalised Learning Companion at the Intersection of AI and HCI.Maria Perez-Ortiz;Claire Dormann;Yvonne Rogers;Sahan Bulathwela;Stefan Kreitmayer;Emine Yilmaz;Richard Noss;John Shawe-Taylor.In IUI ’21 Companion: Companion Proceedings of the 26th International Conference on Intelligent User Interfaces (2021) [http://dx.doi.org/10.1145/3397482.3450721]
A Qualitative Temporal Extension of Here-and-There Logic.Thomas Eiter;Patrik Schneider.In Logic Programming and Nonmonotonic Reasoning – 16th International Conference, LPNMR 2022, Genova, Italy, September 5–9, 2022, Proceedings (2022) [https://link.springer.com/chapter/10.1007/978-3-031-15707-3_13]
A survey of decision support mechanisms for negotiation.Reyhan Aydoğan;Catholijn M. Jonker .In Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges ( IJCAI 2022) (2022) [https://link.springer.com/chapter/10.1007/978-981-99-0561-4_3]
A Unifying View On Task-oriented Dialogue Annotation.Vojtěch Hudeček;Léon-Paul Schaub;Daniel Štancl;Patrick Paroubek;Ondřej Dušek.In Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022) (2022) [https://hdl.handle.net/11346/BIBLIO@id=-1465947880108986498]
Accommodating Missing Modalities in Time-Continuous Multi- modal Emotion Recognition.Juan Vazquez-Rodriguez;Grégoire Lefebvr;Julien Cumin;James L. Crowley.In ACII 2023. (2022) [https://arxiv.org/abs/2311.10119]
Adversarial deep feature extraction network for user independent human activity recognition.Sungho Suh;Vitor Fortes Rey;Paul Lukowicz.In 2022 IEEE International Conference on Pervasive Computing and Communications (PerCom) (2022) [https://ieeexplore.ieee.org/abstract/document/9762387/]
Allocating teams to tasks: an anytime heuristic competence-based approach.Athina Georgara;Juan A. Rodríguez-Aguilar;Carles Sierra.In Multi-Agent Systems – 19th European Conference, EUMAS 2022, Düsseldorf, Germany, September 14–16, 2022, Proceedings (2022) [https://link.springer.com/chapter/10.1007/978-3-031-20614-6_9]
Automated Configuration and Usage of Strategy Portfolios for Bargaining.Bram M. Renting;Holger H. Hoos;Catholijn M. Jonker.In AAMAS ’22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (2022) [https://dl.acm.org/doi/10.5555/3535850.3535973]
Benchmark Analysis of Black Box Local Explanation Methods..Francesca Naretto;Francesco Bodria;Fosca Giannotti;Dino Pedreschi.In CEUR Workshop Proceedings: XAI.it 2022 – Italian Workshop on Explainable Artificial Intelligence (2022) [https://ceur-ws.org/Vol-3277/paper5.pdf]
Bidding support by the pocket negotiator improves negotiation outcomes.Reyhan Aydoğan;Catholijn M. Jonker .In International Joint Conference on Artificial Intelligence: Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges (IJCAI 2022) (2022) [https://link.springer.com/chapter/10.1007/978-981-99-0561-4_4]
CALIME: Causality-aware local interpretable model-agnostic explanations.Martina Cinquini;Riccardo Guidotti .In Explainable Artificial Intelligence – Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part III (2022) [https://link.springer.com/chapter/10.1007/978-3-031-63800-8_6]
Cascade-based echo chamber detection.Marco Minici;Federico Cinus;Corrado Monti;Francesco Bonchi;Giuseppe Manco.In CIKM ’22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (2022) [https://dl.acm.org/doi/abs/10.1145/3511808.3557253]
Concept embedding models: Beyond the accuracy-explainability trade-off.Mateo Espinosa Zarlenga;Pietro Barbiero;Frédéric Precioso;Gabriele Ciravegna;Giuseppe Marra;Francesco Giannini;Michelangelo Diligenti;Stefano Melacci;Adrian Weller;Pietro Lio;Mateja Jamnik .In Advances in Neural Information Processing Systems, Nov 2022 (2022) [https://hal.science/hal-03854550/]
Connected vehicle simulation framework for parking occupancy prediction (demo paper).Pierpaolo Resce;Lukas Vorwerk;Zhiwei Han;Giuliano Cornacchia;Omid Isfahani Alamdari;Mirco Nanni;Luca Pappalardo;Daniel Weimer;Yuanting Liu.In SIGSPATIAL ’22: Proceedings of the 30th International Conference on Advances in Geographic Information Systems (2022) [http://dx.doi.org/10.1145/3557915.3560995]
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