Dept. Artificial Intelligence

Head: Pascale ZARATÉ

The Artificial Intelligence Department investigates the automation of reasoning and decision-making processes, based on knowledge drawn from texts and data, but also at defining natural language analysis systems, with a view to helping humans. This research addresses the following issues:

  • Automated reasoning, especially under uncertainty and probabilistic reasoning;
  • Symbolic and statistical machine learning;
  • Decision support systems for an individual or a group of decision makers and automated decision processes;
  • The formalization of interaction and communication between agents, in particular the role of beliefs and the management of arguments;
  • The security of information and communication systems;
  • Models and methods for natural language processing, natural language semantics and discourse analysis;
  • Knowledge engineering and formal ontology, from knowledge extraction, its modeling and its formal representation, its linking within the semantic web and the web of data, and the study of its evolution.

The interactions between the 3 teams of the department, ADRIA, LILaC and MELODI, are important, with several co-supervised PhD theses and a regular department seminar. Moreover, the activities of the department are increasingly open, even more than in the past, to interdisciplinary collaborations with researchers in linguistics, cognitive psychology, philosophy and economy. The common interest with the Institut des Mathématiques de Toulouse (IMT) in machine learning, has recently led to the creation of a joint team “learning, optimisation, complexity” (“Apprentissage, Optimisation, Complexité”, AOC). The teams of the department also carry out research at the crossroads with other IRIT departments and collaborate in transverse projects, in particular in the action scientific « Computing, Big Data, AI » and the application areas: « Health, autonomy, living, well-being », « Social medias, digital social ecosystems », « Heritage and people safety », « Aerospace and transportation ».

Moreover, several researchers from the department are involved in the ANITI Institute labeled in 2019. We count among our researchers the scientific dean of ANITI, Nicholas Asher (DR-CNRS, IRIT) and the following chairholders:

  • Empowering Data-driven AI by Argumentation and Persuasion. Hybrid Argument: Leila Amgoud (DR CNRS, IRIT) involving the following researchers of the AI department: P. Muller and E. Lorini
  • Knowledge compilation techniques for reducing complexity of algorithms for solving problems with uncertainty and preferences. Knowledge Compilation PI: Hélène Fargier (DR CNRS, IRIT) involving the following researchers of the AI department: J. Mengin and R. Guillaume
  • Deep Learner Explanation and Verification: J. Marques-Silva (DR CNRS, IRIT) involving the following researcher of the AI department: M. Cooper

In addition, the AI department is fully implied within ANITI thanks to collaborations of the following researchers with other laboratories or foreign universities:

  • C. Braud associated with the chair held by R. Van Rullen (CERCO): Deep Learning with semantic, cognitive and biological constraints
  • M. Serrurier et E. Pauwels associated with the chair held by J.M. Loubès (IMT) : Fair and Robust Methods in Machine Learning

 

skills

Machine learning
Logic, knowledge representation
Formalization of interaction between agents
Reasoning and decision
Natural language processing, discourse analysis
Formal ontology, semantic web and data ontology

du domaine d’application stratégique publications

International journals articles
  • Anne-Laure Ligozat, Christophe Brun, Benjamin Demirdjian, Guillaume Gouget, Emilie Jardé, Arnaud Mialon, Anne-Sophie Mouronval, Laurent Pagani, Laure Vieu

    Setting Climate Targets: The Case of Higher Education and Research

    BioRxiv, 2024, ⟨10.1101/2024.03.11.584380⟩

    Accès: https://hal.science/hal-04505199

  • Pascale Zaraté, Rôlin Gabriel Rasoanaivo

    A rank aggregating method based on several multi-criteria methodologies “Minimum of Ranks” (MIRA): a case study for student’s room allocation

    IJDSS: International Journal on Decision Support System, 2024, 5 (1), pp.75–101. ⟨10.1504/IJDSS.2024.10062705⟩

    Accès: https://hal.science/hal-04378182

  • Yassir Idmessaoud, Didier Dubois, Jérémie Guiochet

    Confidence assessment in safety argument structure – Quantitative vs. qualitative approaches

    International Journal of Approximate Reasoning, 2024, 165, pp.109100. ⟨10.1016/j.ijar.2023.109100⟩

    Accès: https://laas.hal.science/hal-04342922

  • Jérôme Bolte, Edouard Pauwels, Antonio José Silveti-Falls

    Differentiating Nonsmooth Solutions to Parametric Monotone Inclusion Problems

    SIAM Journal on Optimization, 2024, 34 (1), 27 p. ⟨10.1137/22M1541630⟩

    Accès: https://hal.science/hal-03900339

  • Rôlin Gabriel Rasoanaivo, Pascale Zaraté

    SAGeLogE: a decision support system for students’ accommodation management

    Journal of Computer and Communications, In press, 12 (3)

    Accès: https://hal.science/hal-04501949

  • Jean Lieber, Jean-Guy Mailly, Pierre Marquis, Henri Prade, François Rollin

    Some thoughts about artificial stupidity and artificial dumbness

    AI Communications, 2023, 2023 (pre-press), pp.1–15. ⟨10.3233/AIC-220322⟩

    Accès: https://inria.hal.science/hal-04455911

  • Julie Bu Daher, Tom Huygue, Patricia Stolf, Nathalie Jane Hernandez

    An Ontology and a Reasoning Approach for Evacuation in Flood Disaster Response

    Journal of Information and Knowledge Management, 2023, ⟨10.1142/S0219649223500429⟩

    Accès: https://hal.science/hal-04219971

  • Jorge Luis Fernandez Davila, Dominique Longin, Emiliano Lorini, Frédéric Maris

    A Logical Modeling of the Yōkai Board Game

    AI Communications, In press, pp.1-32. ⟨10.3233/AIC-230050⟩

    Accès: https://ut3-toulouseinp.hal.science/hal-04304902

  • Amina Annane, Mouna Kamel, Cassia Trojahn, Nathalie Aussenac-Gilles, Catherine Comparot, Christophe Baehr

    Improving FAIRness of the SYNOP meteorological data set with semantic metadata

    International Journal of Metadata, Semantics and Ontologies, 2023, 16 (2), pp.118-137. ⟨10.1504/IJMSO.2023.135332⟩

    Accès: https://hal.science/hal-04420766

  • Akshay Chaturvedi, Soumadeep Saha, Nicholas Asher, Swarnadeep Bhar, Utpal Garain

    Analyzing Semantic Faithfulness of Language Models via Input Intervention on Question Answering

    Computational Linguistics, 2023, pp.1-37. ⟨10.1162/coli_a_00493⟩

    Accès: https://hal.science/hal-04344736

  • National journals articles
  • Pascale Zaraté

    L’intelligence artificielle d’hier à aujourd’hui

    Droit Social, 2021, 2 – février 2021 (Dossier : L’IA dans l’entreprise : usages et régulations), pp.106-109

    Accès: https://hal.science/hal-03176783

  • Nathalie Aussenac-Gilles, Laure Vieu

    Le web sémantique

    Le petit illustré, regards croisés de chercheur.es, 2020, Le Petit Illustré : Intelligence artificielle, 44, 36p

    Accès: https://ut3-toulouseinp.hal.science/hal-03762656

  • Nathalie Aussenac-Gilles, Nathalie Bricon-Souf, Lynda Tamine

    Introduction (RSTI 37 : Numéro spécial TSI )

    Revue des Sciences et Technologies de l’Information – Série TSI : Technique et Science Informatiques, 2018, Information médicale : représentation et traitement, 37 : Numéro spécial TSI – Technique et Science Informatiques (1-6), pp.7–9. ⟨10.3166/tsi37-0006⟩

    Accès: https://hal.science/hal-02924569

  • Andreas Herzig, Faustine Maffre

    Planifier grâce au bavardage

    Interstices, 2017

    Accès: https://inria.hal.science/hal-01616344

  • Dominique Longin, Emiliano Lorini

    L’équipe LILaC et l’IA

    Bulletin de l’Association Française pour l’Intelligence Artificielle, 2017, Dossier “Equipes de recherche en IA”, 97

    Accès: https://hal.science/hal-03128354

  • National journals articles
    Special issues of journal
    International conferences articles
  • Florence Dupin de Saint-Cyr, Nicolas Yannick Pepin, Nassim Mokhtari, Philippe Morignot, Julien Vianey, Anne-Gwenn Bosser, Liana Ermakova

    DriveToGaether: a Turnkey Collaborative Robotic Event Platform

    16th International Conference on Agents and Artificial Intelligence (ICAART 2024), Feb 2024, Rome, Italy. à paraître

    Accès: https://hal.science/hal-04402625v2

  • Philippe Balbiani, Han Gao, Cigdem Gencer, Nicola Olivetti

    A Natural Intuitionistic Modal Logic: Axiomatization and Bi-Nested Calculus

    32nd EACSL Annual Conference on Computer Science Logic (CSL 2024), Feb 2024, Naples, Italy. pp.1–21, ⟨10.4230/LIPIcs.CSL.2024.13⟩

    Accès: https://amu.hal.science/hal-04457356

  • Ryan Schuerkamp, Philippe Giabbanelli, Umberto Grandi, Sylvie Doutre

    How to Combine Models? Principles and Mechanisms to Aggregate Fuzzy Cognitive Maps

    Winter Simulation Conference (WSC 2023), Dec 2023, San Antonio, Texas, United States

    Accès: https://hal.science/hal-04343205

  • Mathieu Serrurier, Franck Mamalet, Thomas Fel, Louis Béthune, Thibaut Boissin

    On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective

    Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, Dec 2023, New Orleans (Louisiana), United States

    Accès: https://hal.science/hal-03693355v3

  • Romain Meunier, Farah Benamara, Véronique Moriceau, Patricia Stolf

    Image and Text: Fighting the Same Battle? Super-resolution Learning for Imbalanced Text Classification

    Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), Dec 2023, Singapour, Singapore. pp.10707-10720, ⟨10.18653/v1/2023.findings-emnlp.718⟩

    Accès: https://hal.science/hal-04347311

  • Adrien Vigné, Guillaume Sarthou, Aurélie Clodic

    Primitive Action Recognition based on Semantic Facts

    ICSR 2023 – International Conference on Social Robotics, Dec 2023, Doha, Qatar. pp.350–362, ⟨10.1007/978-981-99-8715-3_29⟩

    Accès: https://laas.hal.science/hal-04397039

  • Chuyuan Li, Maxime Amblard, Chloé Braud

    A Semi-supervised Dialogue Discourse Parsing Pipeline

    Journées Scientifiques du GDR Lift (LIFT 2023), Nov 2023, Nancy, France

    Accès: https://inria.hal.science/hal-04356416

  • Mina Abd Nikooie Pour, Alsayed Algergawy, Patrice Buche, Leyla Jael Castro, Jiaoyan Chen, Adrien Coulet, Julien Cufi, Hang Dong, Omaima Fallatah, Daniel Faria, Irini Fundulaki, Sven Hertling, Yuan He, Ian Horrocks, Martin Huschka, Liliana Ibanescu, Dr Sarika Jain, Ernesto Jiménez-Ruiz, Naouel Karam, Patrick Lambrix, Huanyu Li, Ying Li, Pierre Monnin, Engy Nasr, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Guilherme Sousa, Cassia Trojahn, Jana Vataščinová, Mingfang Wu, Beyza Yaman, Ondrej Zamazal, Lu Zhou

    Results of the Ontology Alignment Evaluation Initiative 2023

    18th International Workshop on Ontology Matching (OM 2023), Nov 2023, Athens, Greece. pp.97–139

    Accès: https://inria.hal.science/hal-04366893

  • Timothy Parker, Umberto Grandi, Emiliano Lorini

    Anticipating Responsibility in Multiagent Planning

    26th European Conference on Artificial Intelligence (ECAI 2023), Oct 2023, Crakow, Poland. ⟨10.3233/faia230474⟩

    Accès: https://hal.science/hal-04301766

  • Stéphane Airiau, Hugo Gilbert, Umberto Grandi, Jérôme Lang, Anaëlle Wilczynski

    Fair Rent Division on a Budget Revisited

    26th European Conference on Artificial Intelligence (ECAI 2023), European Association for Artificial Intelligence (EurAI); Polish Artificial Intelligence Society (PSSI), Sep 2023, Kraków, Poland. ⟨10.3233/faia230253⟩

    Accès: https://hal.science/hal-04261690

  • National conferences articles
  • Sylvie Doutre, Théo Duchatelle, Marie-Christine Lagasquie-Schiex

    Classes of Explanations for the Verification Problem in Abstract Argumentation

    Journées d’Intelligence Artificielle Fondamentale (JIAF 2023), Association française pour l’intelligence artificielle (AFIA), Jul 2023, Strasboug, France. pp.1-10

    Accès: https://ut3-toulouseinp.hal.science/hal-04192609

  • Mouna Kamel, Nathalie Aussenac-Gilles, Cassia Trojahn

    Améliorer la FAIRisation des données météorologiques à l’aide de la ressource lexicale INMEVO

    34èmes Journées francophones d’Ingénierie des Connaissances (IC 2023) @ PFIA 2023, Collège SIC (Science de l’Ingénierie des Connaissances) de l’AFIA, Jul 2023, Strasbourg, France. pp.1-10

    Accès: https://hal.science/hal-04151915

  • Guilherme Sousa, Rinaldo Lima, Cassia Trojahn

    Amélioration de l’alignement de propriétés d’ontologies grâce aux plongements et à l’extension d’alignement

    34èmes Journées francophones d’Ingénierie des Connaissances (IC 2023) @ PFIA 2023, Collège SIC (Science de l’Ingénierie des Connaissances) de l’AFIA, Jul 2023, Strasboug, France. pp.1-10

    Accès: https://hal.science/hal-04151771

  • Jean Lieber, Jean-Guy Mailly, Pierre Marquis, Henri Prade, François Rollin

    Quelques réflexions autour de la notion de bêtise artificielle

    16èmes Journées d’Intelligence Artificielle Fondamentale (Plate-Forme Intelligence Artificielle) (JIAF 2022), Zied Bouraoui; Anaëlle Wilczynski, Jun 2022, Saint-Etienne, France. pp.1-11

    Accès: https://inria.hal.science/hal-03765418

  • Nathalie Aussenac-Gilles, Catherine Comparot, Antoine Dupuy, Nabil El Malki, Ronan Tournier, Ba-Huy Tran, Cassia Trojahn dos Santos

    eCISE-OWL : Représentation OWL du Schéma de Données de l’Environnement Commun d’Échange d’Information pour le Domaine Maritime

    33èmes Journées Francophones d’Ingénierie des Connaissances (IC 2022), Jun 2022, Saint-Etienne, France. pp.82-91

    Accès: https://hal.science/hal-03760512

  • Ba-Huy Tran, Nathalie Aussenac-Gilles, Cassia Trojahn, Catherine Comparot

    Intégration sémantique de données Raster pour l’observation de la Terre sur des unités territoriales

    33èmes Journées Francophones d’Ingénierie des Connaissances (IC 2022), Jun 2022, Saint-Etienne, France. pp.92-94

    Accès: https://hal.science/hal-03760543

  • Martin Cooper, Arnaud Lequen, Frédéric Maris

    Isomorphismes entre instances et sous-instances STRIPS

    Journées Francophones de Programmation par Contraintes, Association Française pour l’Intelligence Artificielle (AFIA), Jun 2022, Saint-Etienne, France. pp.35-42

    Accès: https://hal.science/hal-03819065

  • Nicolas Devatine, Caio Corro, François Yvon

    Ré-ordonnancement via programmation dynamique pour l’adaptation cross-lingue d’un analyseur en dépendances

    29ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2022), Association pour le Traitement Automatique des Langues (ATALA); Laboratoire d’Informatique et Systèmes (LIS); Laboratoire Informatique d’Avignon (LIA), Jun 2022, Avignon, France. pp.183-197

    Accès: https://hal.science/hal-03701508

  • Jorge Luis Fernandez Davila, Dominique Longin, Emiliano Lorini, Frédéric Maris

    An Implemented System for Cognitive Planning

    Journées Francophones Planification, Décision et Apprentissage (JFPDA 2022), Plate-Forme Intelligence Artificielle, Jun 2022, Saint-Etienne, France. pp.1-4

    Accès: https://ut3-toulouseinp.hal.science/hal-03763068

  • Lucas Bourel, Nathalie Jane Hernandez, Nathalie Aussenac-Gilles, Victor Gay, Sébastien Poublanc

    Graphes de connaissances pour représenter et analyser l’évolution des territoires en Histoire

    Atelier du GT DALHIA – Digital Humanities and Cultural Heritage – à EGC2022, Association Internationale Francophone d’Extraction et de Gestion des Connaissances, Jan 2022, Blois, France

    Accès: https://hal.science/hal-03683727

  • Books
  • Myriam Bras, Laure Vieu

    Annotation de la cohérence dans un corpus de textes d’élèves d’école et collège

    Claire Doquet. Actes du colloque E-calm 2024, A paraître

    Accès: https://hal.science/hal-04385848

  • Claudine Garcia-Debanc, Myriam Bras, Laure Vieu

    Annotation de la cohérence dans des textes d’élèves et jugements de cohérence d’enseignants du primaire

    Claire Doquet. Actes du colloque E-calm 2024, A paraître

    Accès: https://hal.science/hal-04385877

  • Emmanuel Adam, Thomas Guyet, Benoit Le Blanc, Dominique Longin, Zied Bouraoui, Sandra Bringay, Romaric Gaudel, Charlotte Laclau, Christelle Launois, Maxime Morge, Catherine Roussey, François Schwarzentruber, Cassia Trojahn, Élise Vareilles, Anaelle Wilczynski

    Conférence Nationale d’Intelligence Artificielle Année 2023

    Association Française pour l’Intelligence Artificielle, pp.XLVI, 1–123, 2023

    Accès: https://ut3-toulouseinp.hal.science/hal-04310171

  • Jérémie Huteau, Adrian Basarab, Florence Dupin de Saint-Cyr

    MSE * * : Multi-modal semantic embeddings for datasets with several positive matchings

    Sanju Tiwari; Fernando Ortiz Rodriguez; Sarra Ben Abbes; Patience Usoro Usip; Rim Hantach. Semantic AI in Knowledge Graphs, Taylor & Francis Group, pp.91-110, 2023, 978-1003313267. ⟨10.1201/9781003313267-4⟩

    Accès: https://hal.science/hal-04166570

  • Thomas Guyet, Philippe Besnard

    Chronicles: Formalization of a Temporal Model

    Springer International Publishing, pp.121, 2023, SpringerBriefs in Computer Science (BRIEFSCOMPUTER), 978-3-031-33692-8. ⟨10.1007/978-3-031-33693-5⟩

    Accès: https://inria.hal.science/hal-04173959

  • Nelly Barbot, Laurent Miclet, Henri Prade, Gilles Richard

    Analogical Proportions and Binary Trees

    Béziau Jean-Yves; Desclès Jean-Pierre; Moktefi Amirouche; Pascu Anca Christine. Logic in Question: Talks from the Annual Sorbonne Logic Workshop (2011- 2019), Springer International Publishing, pp.435-458, 2023, Studies in Universal Logic book series (SUL), 978-3-030-94451-3. ⟨10.1007/978-3-030-94452-0_22⟩

    Accès: https://inria.hal.science/hal-04147804

  • Anthony Bronner-Etelin, Pascale Zaraté

    ERP and Time Management

    Encyclopedia of Data Science and Machine Learning, IGI Global, pp.2781-2798, 2022, Encyclopedia of Data Science and Machine Learning, ⟨10.4018/978-1-7998-9220-5.ch166⟩

    Accès: https://hal.science/hal-03965232

  • Zied Bouraoui, Valérie Camps, Éric Gaussier, Maxime Guériau, Christelle Launois, Nicolas Prcovic, Céline Rouveirol, Fatiha Saïs, François Schwarzentruber, Anaelle Wilczynski, Yves Demazeau, Thomas Guyet, Dominique Longin, Davy Monticolo, Ahmed Samet

    Conférence Nationale d’Intelligence Artificielle Année 2022

    pp.1-239, 2022

    Accès: https://hal.science/hal-03777860v2

  • Amina Annane, Mouna Kamel, Cassia Trojahn, Nathalie Aussenac-Gilles, Catherine Comparot, Christophe Baehr

    Towards the FAIRification of Meteorological Data: a Meteorological Semantic Model

    Emmanouel Garoufallou; María-Antonia Ovalle-Perandones; Andreas Vlachidis. Metadata and Semantic Research 15th International Conference, MTSR 2021, Virtual Event, November 29 – December 3, 2021, Revised Selected Papers ; ISBN: 978-3-030-98875-3, 1537, Springer International Publishing, pp.81-93, 2022, Communications in Computer and Information Science book series (CCIS), ⟨10.1007/978-3-030-98876-0_7⟩

    Accès: https://hal.science/hal-03683695

  • Myriam Bras, Laure Vieu

    Segmenter et annoter les relations de cohérence dans des textes narratifs d’élèves de 9 à 15 ans : quels apports d’une théorie de l’interface sémantique/pragmatique pour les enseignants ?

    Olivia Lewi; Blandine Longhi. Connecter et segmenter à l’écrit. Ponctuation et opérateurs linguistiques : deux défis pour l’enseignement, Peter Lang, pp.25-55, 2022, 978-2807618121

    Accès: https://ut3-toulouseinp.hal.science/hal-03487064

  • Thesis and HDR
  • Xuanxiang Huang

    Recent advances in formal explainability

    Library and information sciences. Université Paul Sabatier – Toulouse III, 2023. English. ⟨NNT : 2023TOU30258⟩

    Accès: https://theses.hal.science/tel-04502234

  • Nicolas Devatine

    Prédiction et caractérisation des biais textuels basés sur le discours

    Sciences de l’information et de la communication. Université Paul Sabatier – Toulouse III, 2023. Français. ⟨NNT : 2023TOU30202⟩

    Accès: https://theses.hal.science/tel-04405331

  • Rôlin Gabriel Rasoanaivo

    Système d’aide à la décision multicritère pour l’allocation de logements étudiants

    Informatique [cs]. Université Toulouse 1 Capitole, 2023. Français. ⟨NNT : ⟩

    Accès: https://hal.science/tel-04119898

  • Mohit Vaishnav

    Exploring the role of (self-)attention in cognitive and computer vision architecture

    Library and information sciences. Université Paul Sabatier – Toulouse III, 2023. English. ⟨NNT : 2023TOU30139⟩

    Accès: https://theses.hal.science/tel-04354304

  • Hadjer Khaldi

    Business relation extraction from texts

    Library and information sciences. Université Paul Sabatier – Toulouse III, 2022. English. ⟨NNT : 2022TOU30325⟩

    Accès: https://theses.hal.science/tel-04186286

  • Syrine Saidi

    Representation and exploitation of conditional preferences within a possibilistic framework : comparison withother approaches and extensions

    Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III; Université de Tunis. Institut supérieur de gestion (Tunisie), 2022. English. ⟨NNT : 2022TOU30293⟩

    Accès: https://theses.hal.science/tel-04161711

  • Syrine Saidi

    Representing and exploiting conditional preferences within a possibilistic framework : Comparison with other approaches and extensions

    Computer Science [cs]. Université Paul Sabatier – Toulouse 3, 2022. English. ⟨NNT : ⟩

    Accès: https://hal.science/tel-04162110

  • Damien Lovato

    Développement de critères d’optimisation pour la planification de tâches dans une chaîne d’assemblage aéronautique

    Ingénierie assistée par ordinateur. Université Toulouse le Mirail – Toulouse II, 2022. Français. ⟨NNT : 2022TOU20078⟩

    Accès: https://theses.hal.science/tel-04098033

  • Jorge Luis Fernandez Davila

    Logic-based Cognitive Planning : from theory to implementation

    Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2022. English. ⟨NNT : 2022TOU30193⟩

    Accès: https://theses.hal.science/tel-04136582

  • Munyque Mittelmann

    Logics for Representation and Design of Auctions

    Multiagent Systems [cs.MA]. Université Toulouse 1 Capitole, 2022. English. ⟨NNT : ⟩

    Accès: https://hal.science/tel-04086849

  • Reports
  • Hélène Fargier, Stefan Mengel, Jérôme Mengin

    An extended Knowledge Compilation Map for Conditional Preference Statements-based and Generalized Additive Utilities-based Languages

    RR–2023–03–FR, Institut de recherche en informatique de Toulouse (IRIT). 2023

    Accès: https://ut3-toulouseinp.hal.science/hal-04356562

  • Marie-Christine Lagasquie-Schiex, Jean-Guy Mailly, Antonio Yuste-Ginel

    How to Manage Supports in Incomplete Argumentation

    IRIT/RR–2023–04–FR, IRIT : Institut de Recherche en Informatique de Toulouse. 2023

    Accès: https://ut3-toulouseinp.hal.science/hal-04443886

  • Anne-Laure Ligozat, Christophe Brun, Benjamin Demirdjian, Guillaume Gouget, Emilie Jardé, Arnaud Mialon, Anne-Sophie Mouronval, Pagani L., Laure Vieu

    Objectifs et trajectoires bas-carbone dans l’ESR

    2023, Labos 1point5. 2023, pp.1-33

    Accès: https://hal.science/hal-04177415

  • Marie-Christine Lagasquie-Schiex, Jean-Guy Mailly, Antonio Yuste-Ginel

    Incomplete Bipolar Argumentation Frameworks

    IRIT/RR–2023–01–FR, IRIT : Institut de Recherche en Informatique de Toulouse. 2023, pp.1-24

    Accès: https://ut3-toulouseinp.hal.science/hal-04104907

  • Yannick Chevalier

    Theory Synthesis based on Experience

    [Research Report] IRIT/RR–2022–08–FR, IRIT – Institut de Recherche en Informatique de Toulouse. 2022

    Accès: https://ut3-toulouseinp.hal.science/hal-03829757v2

  • Sylvie Doutre, Théo Duchatelle, Marie-Christine Lagasquie-Schiex

    Classes of Explanations for the Verification Problem in Abstract Argumentation

    IRIT/RR–2022–09–FR, IRIT – Institut de Recherche en Informatique de Toulouse. 2022

    Accès: https://ut3-toulouseinp.hal.science/hal-04016550

  • Sylvie Doutre, Marie-Christine Lagasquie-Schiex

    RAFDivider

    [Research Report] IRIT/RR–2022–07–FR, IRIT : Institut de Recherche en Informatique de Toulouse. 2022, pp.1-48

    Accès: https://ut3-toulouseinp.hal.science/hal-03719439

  • Sylvie Doutre, Mickaël Lafages, Marie-Christine Lagasquie-Schiex

    AFDivider : Manual and Documentation

    [Research Report] IRIT/RR–2022–02–FR, IRIT : Institut de Recherche en Informatique de Toulouse. 2022, pp.1-45

    Accès: https://ut3-toulouseinp.hal.science/hal-03701260

  • Philippe Besnard, Sylvie Doutre, Théo Duchatelle, Marie-Christine Lagasquie-Schiex

    Question-Based Explainability in Abstract Argumentation

    [Research Report] IRIT/RR–2022–01–FR, IRIT : Institut de Recherche en Informatique de Toulouse, France. 2022, pp.1-64

    Accès: https://ut3-toulouseinp.hal.science/hal-03647896

  • Sylvie Doutre, Théo Duchatelle, Marie-Christine Lagasquie-Schiex

    Explainability of Extension-Based Semantics

    [Research Report] IRIT/RR–2022–05–FR, IRIT – Institut de Recherche en Informatique de Toulouse. 2022, pp.1-20

    Accès: https://ut3-toulouseinp.hal.science/hal-03657060

  • Monday 8 July 2024 – Friday 12 July 2024
    Conférence francophone JEP-TALN-RECITAL 2024
    UT2 Jean Jaurès
    #congres Know more
    Tuesday 28 November 2023 – Tuesday 7 May 2024
    Séminaire Histoire “Humanité Numérique” Informatique (H2NI) – Programme 2023-2024
    UT2 Jean Jaurès, Maison de la Recherche, Bât. Olympes de Gouges
    #journee
    Wednesday 7 February 2024, 9h30
    Deep learning under Lipschitz constraints
    Louis BETHUNE – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Monday 18 December 2023, 10h00
    Décision individuelle et stratégique sous incertitude : une approche algébrique et formelle
    Pierre POMERET-COQUOT – Team ADRIA, Team ACADIE, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Wednesday 13 December 2023, 14h00
    Having A Part 2 x 2 = 4 Times Over: Towards A Mereology Of Slots
    Cédric TARBOURIECH – Team MELODI, IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses
    #these
    Wednesday 13 December 2023, 14h00
    Méthodes d’optimisation hybrides pour des problème de routages avec profits
    Trong Hieu TRAN – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Wednesday 13 December 2023, 10h00
    Argumentation, Logic and Explainability
    Théo DUCHATELLE – Team LILaC, Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Wednesday 29 November 2023, 9h00
    A Decision Support System Based on Supply Chain Control Tower for Supply Chain Risk Management
    Chenhui YE – Team ADRIA, IRIT UT1 Capitole, Manufacture des Tabacs, Room MQ212
    #these
    Thursday 23 November 2023, 14h00
    Unraveling Citizen Division and Polarization during Elections
    Carlos NAVARRETE LIZAMA – Team LILaC, IRIT UT1 Capitole, En visioconférence
    #these
    Friday 17 November 2023, 10h00
    Integrating high-level knowledge in a neural network learning system for image classification
    Mouna Sabrine MAYOUF – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses
    #these
    Monday 23 October 2023, 9h00
    Prédiction et Caractérisation des Biais Textuels Basés sur le Discours
    Nicolas DEVATINE – Team MELODI, IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses
    #these
    Monday 9 October 2023, 10h00
    A Logical Investigation of Explainable AI
    Xinghan LIU – Team LILaC, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #these
    Monday 8 July 2024 – Friday 12 July 2024
    Conférence francophone JEP-TALN-RECITAL 2024
    UT2 Jean Jaurès
    #congres Know more
    Wednesday 3 November 2021 – Friday 5 November 2021
    ADT-2021 : 7th International Conference on Algorithmic Decision Theory
    UT1 Capitole
    #congres Know more
    Wednesday 17 July 2019 – Friday 19 July 2019
    TARK 2019 : 17th conference of the Theoretical Aspects of Rationality and Knowledge
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #congres Know more
    Monday 1 July 2019 – Friday 5 July 2019
    PFIA 2019 : Plate-Forme Intelligence Artificielle
    UT1 Capitole
    #congres Know more
    Monday 27 May 2019
    Journée scientifique ODIM : Ontologie, Données et Informatique Médicale
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #congres Know more
    Tuesday 10 April 2018 – Thursday 12 April 2018
    AMANDE – Argument Strength 2018
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #congres Know more
    Monday 19 March 2018 – Wednesday 21 March 2018
    TextLink – Structuring Discourse in Multilingual Europe
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #congres Know more
    Wednesday 15 November 2017 – Friday 17 November 2017
    MANYVAL 2017 : 7th international workshop on Many-Valued Logic
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #congres Know more
    Monday 17 July 2017 – Friday 28 July 2017
    29th European Summer School in Logic, Language, and Information
    UT1 Capitole, Campus de l’Arsenal
    #congres Know more
    Wednesday 5 July 2017 – Friday 7 July 2017
    Journées Franco-Chilienne sur l’Optimisation (JFCO)
    Manufacture des Tabacs
    #congres Know more
    Thursday 8 February 2024, 13h00 – 14h30
    Knowledge Graphs
    Rinaldo LIMA – , IRIT UT2 Jean Jaurès, Salle D28
    #seminaire
    Wednesday 4 October 2023, 14h00 – 15h00
    A Glimpse of Formal Explainable AI and Refutation of Some XAI Myths
    Joao MARQUES SILVA – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #seminaire
    Wednesday 15 February 2023, 10h00 – 11h30
    Pharo : a powerful language for complex projects
    Stéphane DUCASSE – DR Inria Lille-Europe, chef de l’équipe-projet RMoD (France) UT3 Paul Sabatier, IRIT, Salle des Thèses
    #seminaire
    Wednesday 9 November 2022, 12h45 – 13h30
    Scenarios, shared understanding, and collaborative, multi-criteria decisions to improve software requirements
    Alejandro FERNANDEZ – University of La Plata (Argentine) UT1 Capitole, Manufacture des Tabacs, Salle des thèses
    #seminaire
    Tuesday 22 June 2021, 15h30 – 17h00
    Statistical model checking with rare events
    Benoît BARBOT – Laboratoire LACL, Université Paris-Est Créteil (France) UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand et en visioconférence
    #seminaire
    Tuesday 22 June 2021, 14h00 – 15h30
    Hybrid-Automata Specification Language: from model checking to parametric model checking
    Paolo BALLARINI – Laboratoire MICS, CentraleSupélec, Université Paris-Saclay (France) UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #seminaire
    Friday 11 December 2020, 15h45 – 16h30
    Tractable Explaining
    Martin COOPER – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses et en visioconférence
    #seminaire
    Friday 23 October 2020, 15h45 – 17h00
    Prédiction d’évènement rare
    Emmanuelle CLAEYS – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses
    #seminaire
    Monday 2 March 2020, 12h30 – 12h45
    Conservative set valued fields: a mathematical model for nonsmooth automatic differentiation
    Edouard PAUWELS – Team ADRIA, IRIT UT3 Paul Sabatier, Bâtiment 1R3, Pièce MIP
    #seminaire
    Monday 24 February 2020, 12h30 – 13h30
    Supervised dimension reduction for spatial data
    Christoph MÜHLMANN – Vienna University of Technology (Autriche) UT3 Paul Sabatier, Bâtiment 1R1, Pièce 106
    #seminaire
    Tuesday 14 December 2021, 14h00
    Automated Planning with Solvers: Concurrent and Epistemic Aspects
    Frédéric MARIS – Team ADRIA, IRIT UT3 Paul Sabatier, IRIT, Salle du Conseil
    #hdr
    Thursday 15 July 2021, 15h00
    Interactive, Strategic, and Expressive Social Choice
    Umberto GRANDI – Team LILaC, IRIT UT1 Capitole, Bâtiment Arsenal, Salle de thèses
    #hdr
    Thursday 7 January 2021, 14h00
    Planification et décision sous incertitude
    Romain GUILLAUME – Team ADRIA, IRIT UT2 Jean Jaurès, Maison de la Recherche, Salle D29
    #hdr
    Friday 18 December 2020, 15h00
    Contributions à l’optimisation et applications à l’apprentissage automatique
    Edouard PAUWELS – Team ADRIA, IRIT UT3 Paul Sabatier, Bât 1R3, Amphithéâtre Schwartz
    #hdr
    Friday 13 December 2019, 10h00
    La centralité des ontologies, du Web Sémantique des utilisateurs au Web Sémantique des objets
    Nathalie HERNANDEZ – Team MELODI, IRIT UT2 Jean Jaurès, Maison de la Recherche, salle D29
    #hdr
    Thursday 12 December 2019, 14h00
    Towards ontology matching maturity: contributions to complex, holistic and foundational ontology matching
    Cassia TROJAHN – Team MELODI, IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses
    #hdr
    Tuesday 21 November 2017, 14h00
    Logical Dynamics
    David FERNANDEZ DUQUE – Team LILaC – IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #hdr
    Wednesday 7 December 2016, 14h00
    Computing Meaning: Words, Sentences and Beyond
    Farah BENAMARA – Team MELODI – IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #hdr
    Wednesday 22 June 2016, 14h30
    Cognitive Agents in Interaction: a formal approach
    Emiliano LORINI – Team LILaC – IRIT UT3 Paul Sabatier, IRIT, Salle des Thèses
    #hdr
    Tuesday 8 December 2015, 10h00
    Machine learning and possibility theory: application to model selection and approximation
    Mathieu SERRURIER – Team ADRIA – IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #hdr
    Tuesday 28 November 2023 – Tuesday 7 May 2024
    Séminaire Histoire “Humanité Numérique” Informatique (H2NI) – Programme 2023-2024
    UT2 Jean Jaurès, Maison de la Recherche, Bât. Olympes de Gouges
    #journee
    Friday 7 July 2023
    SOCEM@PFIA’2023 : Atelier Science Ouverte et Sémantique (SOCEM)
    Strasbourg
    #journee
    Monday 3 July 2023 – Friday 7 July 2023
    IC@PFIA’23 : Ingénierie des Connaissances (IC)
    Strasbourg
    #journee
    Thursday 20 October 2022 – Friday 21 October 2022
    Rencontres francophones sur la logique floue et ses applications (LFA 2022)
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #journee
    Monday 13 December 2021
    Journée du Groupe de travail “Apprentissage et Raisonnement” du GDR IA
    UT3 Paul Sabatier, IRIT, salle des thèses ou salle 001 (lieu à confirmer)
    #journee
    Monday 13 December 2021 – Wednesday 15 December 2021
    Journées du groupe de travail MAFTEC du GDR IA
    UT3 Paul Sabatier, IRIT, Salle du Conseil
    #journee
    Tuesday 5 October 2021
    Journée du GDR TAL 2021 : approches pluri-disciplinaire du Traitement Automatique des Langues
    UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #journee
    Tuesday 15 June 2021
    Assemblée plénière DataNooS 2021
    UT3 Paul Sabatier, en visioconférence
    #journee
    Friday 26 March 2021
    Workshop on Liquid Democracy
    UT1 Capitole, En visioconférence
    #journee
    Wednesday 10 June 2020 – Friday 12 June 2020
    REPOUSSÉS À JUIN 2021 | GAMA Days 2020
    Toulouse
    #journee