Livre

• M. Schmitt, J. Mattioli, (2013), Morphologie Mathématique, Presses des MINES
• M. Schmitt, J. Mattioli. (1994), Morphologie Mathématique. Masson.

Conférences internationales

• J. Mattioli, X. Le Roux, B. Braunschweig, L. Cantat, F. Tschirhart, B. Robert, R. Gelin, Y. Nicolas. (2023) AI engineering to deploy reliable AI in industry, in IEEE 6th International Conference on Artificial Intelligence for Industries (AI4I 2023)
• J. Mattioli, H. Sohier, A. Delaborde, K. Amokrane-Ferka, A. Awadid, et al.. (2023) An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering, AAAI Spring Symposium 2023 SS-23-02 « AITA: AI Trustworthiness Assessment ».
• J. Mattioli, H. Sohier, A. Delaborde, G. Pedroza, K. Amokrane, et al.. (2023) Towards a holistic approach for AI trustworthiness assessment based upon aids for multi-criteria aggregation. SafeAI 2023 – The AAAI’s Workshop on Artificial Intelligence Safety. ⟨hal-04086455⟩
• M. Adedjouma, Ch. Alix, L. Cantat, E. Jenn, J. Mattioli, B. Robert, F. Tschirhart, JL Voirin (2022) Engineering Dependable AI Systems, in IEEE 17th International Conference on System of Systems Engineering (SoSE)
• J. Mattioli, C. Laudy, PO Robic, HG Chale-Gongora (2022) Body-of-Knowledge development by using Artificial Intelligence, in IEEE 17th International Conference on System of Systems Engineering (SoSE)
• J. Mattioli; G. Pedroza; S. Khalfaoui; B. Leroy (2022) Combining Data-Driven and Knowledge-Based AI Paradigms for Engineering AI-Based Safety-Critical Systems, in The AAAI’s Workshop on Artificial Intelligence Safety (SafeAI 2022)
• J. Mattioli, P-O. Robic, E. Jesson (2022) Information Quality: the cornerstone for AI-based Industry 4.0, in The 5th International Conference on Emerging Data and Industry 4.0 (EDI40), Procedia Computer Science, Volume 201, Pages 453-460
• HG. Chale-Gongora, J. Mattioli, PO. Robic (2022) On the use of Artificial Intelligence for Product-Service Systems. The 13th Complex Systems Design & Management (CSD&M) conference.
• Ch. Alix; M. Chattington; J. De Heer; J. Mattioli; PO. Robic; D. Lafond (2021) Empowering Adaptive Human Autonomy Collaboration with Artificial Intelligence, in IEEE 16th International Conference on System of Systems Engineering (SoSE)
• J. Mattioli, P. Perico, PO. Robic. (2020) Artificial Intelligence based Asset Management, in IEEE 15th International Conference on System of Systems Engineering (SoSE)
• J. Mattioli, P. Perico, PO. Robic. (2020) Improve Total Production Maintenance with Artificial Intelligence, in IEEE 3rd Artificial Intelligence for Industries (AI4I 2020)
• P. Perico, J. Mattioli. (2020) Empowering Process and Control in Lean 4.0 with Artificial Intelligence, in IEEE 3rd Artificial Intelligence for Industries (AI4I 2020)
• J. Mattioli, M. Fiammante (2020) Empowering mission preparation with AI, in the 2nd Conference of Artificial Intelligence for Defense (CAID 2020)., p102-109.
• R. Farah, S. Hallé, J. Li, F. Lécué, B. Abeloos, D. Perron, J. Mattioli, PL. Gregoire, S. Laroche, M. Mercier, P. Cocaud (2020) Reasoning Engine for Support Maintenance, in 19th International Semantic Web Conference (ISWC 2020).
• C. Laudy, J. Mattioli, L. Mattioli (2018) Semantic Information Fusion Algebraic Framework Applied to Content Marketing, 21th International Conference on Information Fusion (FUSION’18)
• C. Laudy, E. Deparis, G. Lortal, J. Mattioli. (2013) Multi-granular Fusion for Social Data Analysis for a Decision and Intelligence Application, 16th International Conference on Information Fusion (FUSION’13).
• G. Lortal, C. Laudy, E. Deparis, J. Mattioli, (2013) Approaches for Multi-granular Fusion for Social Data Analysis for a Decision and Intelligence Application, in Proceedings of Modeling Decisions for Artificial Intelligence.
• E. Deparis, M.H. Abel, G. Lortal, J. Mattioli (2013), Designing a System to Capitalize Both Social and Documentary Resources, in Proceedings of the 17th IEEE International Conference on Computer Supported Cooperative Work in Design.
• E. Deparis, M.H. Abel, G. Lortal, J. Mattioli (2013) Exploring an Organizational Social Network through Its Digital Ecosystem Activities. 3PGCIC, pp. 701-706
• F. Matarese, D. Di Crescenzo, A. Strano, F. Aligne, J. Mattioli (2012), An Interoperable Reconstruction and Recovery Decision Support Tool for Complex Crises Situations, In System of Systems Engineering (SoSE), 2012 7th International Conference on. IEEE, 2012. p. 525-530.
• E. Deparis, MH. Abel, J. Mattioli. (2011) Modeling a social collaborative platform with standard ontologies. In Proceedings of the Workshop on Knowledge Acquisition, Reuse and Evaluation of the 7th International Conference on Signal-Image Technology & Internet-Based Systems.
• E. Deparis, MH. Abel, G. Lortal, J. Mattioli (2011). Knowledge Capitalization in an Organization Social Network, In Proceedings of the International Conference on Knowledge Management and Information Sharing. 2011. p. 217-222.
• F. Aligne, J. Dréo, J. Mattioli, (2009) AMETRINE: a Humanitarian Camp Management System, Disaster Management 2009 conference, New Forest, UK, 23-25 sept. 2009.
• F. Aligne, J. Mattioli (2008). Situation understanding process: the cornerstone for crisis management support, in Pre-ICIS Workshop on Supporting real-time decision-making: The role of context in decision support on the move, December 2008.
• FX. Josset, J. Mattioli. (2007) SERKET: An open software platform for preventive security in public crowded places and for large events. In Proceedings of the SAFE’07 (Safety and Security Engineering).
• M. Hemaissia, A. El Fallah Seghrouchni, C. Labreuche, J. Mattioli (2007), A Multilateral Multi-issue Negotiation Protocol, AAMAS’07.
• J. Mattioli, N. Museux, M. Hemaissia, C. Laudy, (2007) A crisis response situation model in Proceedings of the 10th International Conference on Information Fusion, Fusion’07
• H. Soubaras, J. Mattioli, (2007) Injury Worsening Risk Modeling and Rescue Emergency Analysis in a Disaster, in Proceedings ISCRAM 2007 (Intelligent Human-Computer Systems for Crisis Response and Management), p. 1-5, 13-16 May 2007
• N. Museux, J. Mattioli, C. Laudy, H. Soubaras (2006). Complex Event Processing approach for Strategic Intelligence. In Proceedings 9th International Conference on Information Fusion, Fusion 2006.
• C. Sedogbo, J. Mattioli, C. Laudy, N. Museux (2006). Information Fusion: A key issue for Cognitive Decision Support. In Proceedings COGnitive systems with Interactive Sensors, Information Fusion, CoGis 06
• M. Hemaissia, A. El Fallah-Seghrouchni, G. Marchalot, J. Mattioli (2006) A Multi-Agent System with Negotiator Agents for a Maritime Supervision System, in Proceedings CoGis 06.
• M. Hemaissia, A. El Fallah Seghrouchni, C. Labreuche, J. Mattioli (2006) Cooperation-based Multilateral Multi-issue Negotiation for Crisis Management« , In Proceedings AAMAS’06 International Workshop on Rational, Robust and Secure Negotiations in Multi-Agent Systems.
• I. Hurbain, C. Ancourt, F. Irigoin, M. Barreteau, N. Museux, F. Pasquier, J. Mattioli (2006). « A case study of design space exploration for embedded multimedia applications on SoCs« . In Seventeenth IEEE International Workshop on Rapid System Prototyping (RSP’06) (pp. 133-139). IEEE.
• M. Hemaissia, A. El Fallah Seghrouchni, J. Mattioli (2005) Enhanced Maritime Situation Awareness with Negotiator Agents, in Proceedings Defence Applications of Multi-Agent Systems (DAMAS) Workshop in AAMAS’05, p. 108-117.
• F.-X. Josset, J. Mattioli. (2005) Combined Management of Dynamics and Uncertainty in Risk Assessment, Proceedings RMCI 05 (2nd Symposium on Risk Management and Cyber-Informatics).
• F.-X. Josset, J. Mattioli (2005) Risk Assessment in Dynamical and Uncertain Systems: Application to a Marine Pollution Case, Proceedings Qualita 2005.
• C. Laudy, J. Mattioli, N. Museux (2005) « Cognitive Situation awareness for Information Superiority« , IST Panel on Information Fusion for Command and Control, The Hague, The Netherlands
• F.-X. Josset, J. Mattioli (2004) A New Trend for Handling Risk in Dynamical Systems. In Proceedings 11th International Conference on the Foundations & Applications of Utility, Risk and Decision Theory (FUR XI)
• J. Mattioli, F.-X. Josset. (2004) A Viable Modelling Approach for Risk Assessment in Uncertain Environments. in Proceedings 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 04), vol. 3, p. 1617-1624.
• S. de Givry, P. Gérard, L. Jeannin, J. Mattioli, N. Museux, P. Savéant (2002) A constraint optimisation framework for real-time applications, Proceedings Sixth International Conference on AI Planning & Scheduling (AIPS’02).
• J. Mattioli, N. Museux, J. Jourdan, P. Savéant, S. de Givry (2001) Constraint Optimization Framework for Mapping a Digital Signal Processing Application onto a Parallel Architecture, In Proceedings CP 01.
• P. Gérard, S. de Givry, J. Jourdan, J. Mattioli, N. Museux, Pierre Savéant (2001) How does constraint technology meet industrial constraints ? On-Board Autonomy: ESA Workshop.
• S. de Givry, Y. Hamadi, J. Mattioli, P. Gérard, M. Lemaître, G. Verfaillie, A. Aggoun, I. Gouachi, T. Benoist, E. Bourreau, F. Laburthe, P. David, S. Loudni, and S. Bourgault (2001) Towards an on-line optimisation framework In Proceedings CP-2001 Workshop on On-Line combinatorial problem solving and Constraint Programming (OLCP’01), p. 45-61, Paphos, Cyprus, December 1 2001
• M. Barreteau, Ph. Bonnot, T. Grandpierre, P. Kajfasz, Ch. Lavarenne, J. Mattioli, Y. Sorel. (2000) « PROMPT: A Mapping Environment for Telecom Applications on “System on a Chip”« . In Proceedings CASE’00, International Conference on Compilers, Architecture and Synthesis for Embedded Systems, p. 41-47, San Jose, USA.
• C. Ancourt, D. Barthou, C. Guettier, F. Irigoin, B. Jeannet, J. Jourdan, J. Mattioli (1997), Automatic data mapping of signal processing applications. In Proceedings Application-Specific Systems, Architectures and Processors, IEEE International Conference on. IEEE, 1997. p. 350-362..
• R. Horak, J. Mattioli (1996) Target detection of very dim objects using grey-level morphological top-hat. In Proceedings Europto 1996 (Conference on new image processing techniques) SPIE, Vol. 2785, p. 105-116.
• J. Mattioli, M. Schmitt. (1994) Learning the Identity with Basic Morphological Operators. (Potato peeler algorithm)« . In Proceedings SPIE: Image Algebra and Morphological Image Processing V, San Diego.
• J. Mattioli. (1993) « Differential relations of morphological operators« , In Proceedings 1st Int. Mathematical Morphology and its Application to Signal Processing, Barcelona, p. 162-167.
• J. Mattioli. (1993, June). Differential inclusions for mathematical morphology. In Proceedings Image Algebra and Morphological Image Processing IV (Vol. 2030, pp. 12-23). International Society for Optics and Photonics.
• J. Mattioli, M. Schmitt. (1993) An Efficient Algorithm for Computing the Antigranulometry. In Proceedings SPIE: Image Algebra and Morphological Image Processing IV, Volume 2030, p. 167-178, San Diego.
• M. Schmitt, J. Mattioli, (1992) «  »Shape recognition combining mathematical morphology and neural networks. Proceedings SPIE Vol. 1469, p. 392-403, Applications of Artificial Neural Networks II.
• J. Mattioli, M. Schmitt, E. Pernot, F. Vallet. (1991) « Shape discrimination based on mathematical morphology and neural networks« . In Proceedings International Conference on Artificial Neural Networks, p. 112-117.

Chapitre de livres

• F. Aligne, J. Mattioli, (2010) Chapter 6: The role of context for crisis management cycle, p. 113-132 ; in: Burstein, Frada; Brézillon, Patrick; Zaslavsky, Arkady (Eds.), “The Role of Context in Decision Support on the Move”, Series: Annals of Information Systems, Vol. 13, 1st Edition., 2011, XXX, 320 p. 68 illus., Softcover, ISBN: 978-1-4419-7405-1.
• J. Mattioli (2009), Comprendre et choisir, les défis des systèmes d’information et d’aide à la décision. Monographie SEE, Gestion de la complexité et de l’information dans les grands systèmes critiques, CNRS Editions, janvier 2009, ISBN : 978-2-271-06828-6.
• M. Hemaissia, A. El Fallah Seghrouchni, C. Labreuche, J. Mattioli (2008) Cooperation-Based Multilateral Multi-Issue Negotiation for Crisis Management. Book Series Studies in Computational Intelligence Vol 89/2008, ISBN 978-3-540-76281-2, p. 81-100.
• H. Soubaras, J. Mattioli (2008) Prévision de l’Évolution future du Risque dans les systèmes Markoviens, Ouvrage Collectif « Diagnostic des Systèmes Complexes », D. Lefebvre and H. Chafouk, Ed., ISBN : 9954-8992-0-0, p. 157-181.
• J. Mattioli, L. Doyen, L. Najman. (1996) Lattice operators underlying dynamic systems, p. 23-30 Mathematical Morphology and its applications to Image and Signal Processing. Kluwer Academic Publishers.
• F. Huet, J. Mattioli. (1996) A textural analysis by mathematical morphology. In P. Maragos, R. Schafer, and M. Butt, editors, Mathematical morphology and its applications to image and signal processing, p. 297-304, Boston. Kluwer Academic Publishers.
• J. Mattioli, M. Schmitt. (1994) On Information Contained In The Erosion Curve, p. 177-186. Shape in Picture, Mathematical Description of Shape in Grey-level Images. Nato ASI Series F Vol. 126, Springer-Verlag.
• L. Doyen, J. Mattioli, L. Najman. (1994) Mutational Equations of Morphological Dilation Tubes, p. 13-20. Mathematical Morphology and its applications to Signal Processing. Kluwer Academic Publishers.
• J. Mattioli. (1994) Minimal Generator Basis of a Finite Structural Opening, p. 61-68. Mathematical Morphology and its applications to Signal Processing. Kluwer Academic Publishers.

Articles dans une revue

• J. Mattioli, B. Braunschweig. AITA: AI trustworthiness assessment. AI magazine, 2023, 1-2, ⟨10.1002/aaai.12096⟩. ⟨hal-04129465⟩
• K. Kapusta, J. Mattioli, B. Addad (2022) « Comment appliquer l’IA à la cybersécurité ? », magazine ActuIA, N°9
• L. Cervoni, J. Mattioli (2022) « L’IA hybride : tentative de représentation de la complexité de l’intelligence humaine », magazine ActuIA, N°9
• J. Mattioli, B. Braunschweig, L. Cantat, R. Gelin, F. Jurie, F. Tschirhart (2022) « Garantir la confiance des systèmes critiques à base d’apprentissage grâce à l’ingénierie », magazine ActuIA, N°8
• J. Mattioli (2022) « IA & industrie : quelles perspectives à cinq ans ? », magazine ActuIA, N°7
• F. Soulie Fogelman, J. Mattioli (2021) « L’IA en entreprise », magazine ActuIA, N°5
• J. Mattioli, L. Cervoni, F. Rousseaux (2021) « L’intelligence artificielle symbolique : utiliser l’abstraction pour le raisonnement », magazine ActuIA, N°4
• J. Mattioli , Ch. Meyer. (2019) Les défis de l’IA de confiance. Bibliothèque Tangente. N° 68. p. 134-139. Editions POLE Paris, 2019 ISBN : 2-84884-227-X EAN : 9782848842271 ISSN : 2263-4908
• J. Mattioli, Ch. Meyer. (2018) L’Intelligence artificielle au service des systèmes critiques. REE N° REE 2018-4, Dossier L’IA et l’industrie
• E. Deparis, MH. Abel, G. Lortal, J. Mattioli, (2014) Information management from social and documentary sources in organizations. In Computers in Human Behavior, Vol. 30, p. 753-759
• K. Artiouchine, P. Baptiste, J. Mattioli. (2008) The K King Problem, an Abstract Model for Computing Aircraft Landing Trajectories: On Modeling a Dynamic Hybrid System with Constraints. INFORMS Journal on Computing 20(2): 222-233.
• F-X Josset, J. Mattioli, N. Museux, (2007) SERKET: Une infrastructure logicielle ouverte pour la sécurité des lieux publics et des grands événements, Revue de l’Electricité et de l’Electronique, Spécial Sécurité Globale, N°10 Novembre 2007.
• S. de Givry, L. Jeannin, F. Josset, J. Mattioli, N. Museux, P. Savéant. (2002) The Thales constraint programming framework for hard and soft real-time applications. The PLANET Newsletter, Issue 5 ISSN 1610-0212, p. 5-7, December 2002
• J. Mattioli, L. Doyen, L. Najman. (1996) Lattice Operators Underlying Dynamic Systems. Set-Valued Analysis. 4 (2). p. 119–134.
• L. Doyen, L. Najman, J. Mattioli. (1995) Mutational Equations of Morphological Dilation Tubes. Journal of Mathematical Imaging and Vision. p. 219–230.
• J. Mattioli (1995) Minkowski operations and vector spaces. Set-Valued Analysis 3, p. 33–50.
• M. Schmitt, J. Mattioli. (1994) Strong and weak convex hulls in non-Euclidean metric: Theory and Application. Vol 15, p. 943-947. Pattern recognition letters.
• J. Mattioli. (1993) Relations Différentielles d’Opérations de la Morphologie Mathématique. C.R. Acad. Sci. Paris, t. 316, Série I, p. 879-884.
• J. Mattioli, M. Schmitt. (1993) Discrimination de Formes en Morphologie Mathématique. C.R. Acad. Sci. Paris, t. 317, Série I, p. 807-810.
• J. Mattioli, M. Schmitt.(1992). Inverse problems for granulometries by erosion. Journal of Mathematical Imaging and Vision, 2(2-3), 217-232.

Conférences Nationales

• J. Mattioli, F. Terrier, L. Cantat, R. Gelin, J. Chiaroni, H. Amadou-Boubacar, E. Escorihuela, S. Picard and Ch. Alix. (2021) IA de confiance : condition nécessaire pour le déploiement de l’IA dans les systèmes critiques; 7^ème conférence sur les Applications Pratiques de l’Intelligence Artificielle APIA2021, p. 34-41.
• J. Mattioli, S. Lamoudi, PO. Robic. (2019) La gestion d’actifs augmentée par l’intelligence artificielle. 5^ème conférence sur les Applications Pratiques de l’Intelligence Artificielle APIA2019.
• J. Mattioli, PO. Robic, T. Reydellet (2018). L’intelligence artificielle au service de la maintenance prévisionnelle, 4^ème conférence sur les Applications Pratiques de l’Intelligence Artificielle APIA2018.
• E. Deparis, MH. Abel MH., G. Lortal, et J. Mattioli, (2013), Gestion de connaissance pour l’entreprise prenant en compte les interactions sociales, in Actes de la 31e conférence d’informatique des organisations et systèmes d’information et de décision, pp. 335–350, Paris, France, 2013.
• E. Deparis, MH. Abel MH., G. Lortal, et J. Mattioli, (2013), Modélisation sociale d’une organisation et usage de son réseau, in Actes de la conférence d’ingéniérie des connaissances, Lille, France, 2013.
• G. Lortal, E. Deparis, C. Laudy, S. Moretti, J. Mattioli. (2013) Un bouquet de théories pour une plateforme de décision stratégique à base de réseaux sociaux, in 24ème journées francophones d’Ingénierie des Connaissances (IC), Lille, France, July 2013
• E. Deparis, MH. Abel and J. Mattioli (2012). Modélisation d’une Plate-forme Sociale de Collaboration à l’aide de standards du Web Sémantique. In Actes De La 12ème Conférence Internationale Francophone Sur l’Extraction Et La Gestion De Connaissances. EGC. 2012. p. 565-566.
• E. Deparis, MH. Abel and J. Mattioli (2011). Capitalisation des échanges informels en entreprise via les réseaux sociaux. In Actes de l’atelier Web Social d’EGC 11, pages 35 – 42.
• J. Mattioli, C. Sedogbo (2008) Enjeux induits par la supériorité informationnelle dans le cadre des opérations réseaux centrées. Symposium 3AF (L’Europe et la transformation de ses forces), session C4I.
• FX. Josset, J. Mattioli, N. Museux (2007) SERKET : Une infrastructure logicielle ouverte pour la sécurité des lieux publics et des grands événements, Workshop Interdisciplinaire sur la Sécurité Globale (WISG’07)
• H. Soubaras, J. Mattioli (2007) Une approche Markovienne de la prévision de l’évolution du risque, Proceedings QUALITA 2007, p. 64-71.
• K. Artiouchine, P. Baptiste, J. Mattioli. (2005) Le problème des n−rois : un modèle des systèmes dynamiques. In Actes de ROADEF-05.
• F.-X. Josset, J. Mattioli. (2004) Un modèle viable pour évaluer les risques en environnement incertain. Proceedings National Conference on Risk Management and Dependability (Lambda-Mu14), vol. 2, p.  517-522
• F. Barbaresco,  J. Mattioli (2003) Défis des Radars homéostatiques, Ruptures en radar Technologies et Concepts d’après-demain, colloque SEE.
• J. Mattioli, K. Artiouchine (2003) Noyau de viabilité : une contrainte globale pour la modélisation de systèmes dynamiques, Actes des 12èmes Journées Francophones de Programmation en Logique et avec Contraintes (JFPLC’2003), ISBN 2-7462-0739-7, Hermès, p.  19-32.
• N. Museux, L. Jeannin, P. Savéant, F. Le Huédé, F-X Josset, J. Mattioli (2003) Claire/Eclair© : Un environnement de modélisation et de résolution pour des applications d’optimisation combinatoires embarquées, Actes des 12èmes Journées Francophones de Programmation en Logique et avec Contraintes (JFPLC’2003), ISBN 2-7462-0739-7, Hermès, p.  83-96.
• J. Mattioli, (2002) PLATON : un support technologique pour le développement de système d’aide à la décision, In Proceedings ROADEF 2002.
• Ph. Bonnot, Ph. Kajfasz, M. Barreteau, J. Mattioli, C. Ancourt, F. Irigoin, B. Dion, (2000) PROMPT Placement Rapide Optimisé sur Machines Parallèles pour applications Télécoms In Proceedings AAA 2000
• M. Barreteau, J. Jourdan, J. Mattioli, N. Museux, C. Ancourt,  F. Irigoin, (2000) Programmation Logique avec Contraintes appliquée au Placement : une Méthodologie, un Outil, In Proceedings AAA 2000
• J. Mattioli, M. Schmitt. (1992) Enveloppes convexes dans le plan muni de métriques non euclidiennes. In Géométrie discrète en imagerie, fondements et applications, p.  137–154.

Divers

• J. L. Adam, M. Adedjouma, P. Aknin, C. Alix, X. Baril, G. Bernard, … & et al. (2022). « Towards the engineering of trustworthy AI applications for critical systems-The Confiance. ai program« . hal-03798870, version 1
• J. Mattioli, A. Delaborde, S. Khalfaoui, F. Lecue, H. Sohier, & F. Jurie. (2022). « Empowering the trustworthiness of ML-based critical systems through engineering activities ». arXiv preprint arXiv:2209.15438.
• J. Mattioli, PO Robic (2021) « Smart Support for Mission Success » arXiv preprint arXiv:2112.04957.
• « Franco-German position paper on « Speeding up industrial AI and trustworthiness » », co-écrit avec Confiance.ai et le consortium BVDA, hal-03488324, https://hal-lara.archives-ouvertes.fr/CONFIANCEAI

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