Mostepha Khouadjia

37
Documents

Publications

Publications

Explainable Action-Recognition Based Approach For Unsupervised Video Anomaly Detection

Hui Yang , Mostepha Khouadjia , Nacéra Bennacer Seghouani , Yue Ma , Serge Delmas

International Symposium on Visual Computing (ISVC), Oct 2024, Lake Tahoe, United States. pp.182-195, ⟨10.1007/978-3-031-77392-1_14⟩

Communication dans un congrès hal-04755410v1
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Techniques neurosymboliques probabilistes pour la classification supervisée informée par la logique

Arthur Ledaguenel , Celine Hudelot , Mostepha Khouadjia

Conférence Nationale en Intelligence Artificielle (CNIA-PFIA), Jul 2024, La Rochelle, France. pp.68 - 77

Communication dans un congrès hal-04627244v1
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A probabilistic digital twin model for inland waterway transportation systems using Bayesian networks

E Alexandra Micu , Fereshteh Asgari , Mostepha Khouadjia , Lorcan Connolly , Kostas Zavitsas

7th Conference on Sustainable Mobility (CSuM), Sep 2024, Karditsa, Greece

Communication dans un congrès hal-04686200v1

Towards Semantic and Self-Supervised Learning Approach for Anomaly Detection on Video Streams

Mostepha Khouadjia , Wien Elghazel , Serge Delmas

Workshop HyCHA (Hybridation Connaissances, Humain et Apprentissage Statistique), Mar 2024, Gif sur Yvette, France

Communication dans un congrès hal-04527927v1

Améliorer la classification multi-labels par réseaux de neurones avec de la connaissance logique a priori

Arthur Ledaguenel , Mostepha Khouadjia , Céline Hudelot

Workshop HyCHA (Hybridation Connaissances, Humain et Apprentissage Statistique), Mar 2024, Gif-sur-Yvette, France

Communication dans un congrès hal-04525056v1

An Ontology for the Resilience and Sustainability of Inland Waterway Transport Systems

Fereshteh Asgari , Mostepha Khouadjia , Ramdane Tami , Kostas Zavitsas

7th Conference on Sustainable Mobility (CSuM), Sep 2024, Karditsa, Greece

Communication dans un congrès hal-04644272v1
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Improving neural classification with Logical Prior Knowledge

Arthur Ledaguenel , Céline Hudelot , Mostepha Khouadjia

Workshop on Composite AI (CompAI), European Conference on Artificial Intelligence (ECAI), Oct 2024, Santiago de Compostela, Spain

Communication dans un congrès hal-04732632v1
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An Ontology for the Resilience and Sustainability of Inland Waterway Transport Systems

Fereshteh Asgari , Mostepha Khouadjia , Ramdane Tami , Ramanuja Rao Kotaprolu , Kostas Zavitzas

CSuM 2024- Climate Crisis and Resilient Transportation Systems, Sep 2024, Karditsa, Greece

Communication dans un congrès hal-04685893v1
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Grid2Onto: An application ontology for knowledge capitalisation to assist power grid operators

Emna Amdouni , Mostepha Khouadjia , Maroua Meddeb , Antoine Marot , Laure Crochepierre et al.

International Conference On Formal Ontology in Information Systems (FOIS), Jul 2023, Québec, Canada

Communication dans un congrès hal-04093413v2

Semantic Conditioning at Inference Improving Neural-based Systems with Logical Background Knowledge

Arthur Ledaguenel , Céline Hudelot , Mostepha Redouane Khouadjia

Knowledge and Logical Reasoning in the Era of Data-driven Learning, Workshop at ICML 2023, Jul 2023, Honolulu, United States

Communication dans un congrès hal-04905758v1

Designing a data visualisation and analysis tool for supporting decision-making with public transportation network

Flore Vallet , Mostepha Khouadjia , Ahmed Amrani , Juliette Pouzet

23rd International Conference on Engineering Design (ICED21), Aug 2021, Gothenburg, Sweden. pp.1093-1102, ⟨10.1017/pds.2021.109⟩

Communication dans un congrès hal-03329670v1

Scaling Time-Dependent Origin-Destination Matrix Using Growth Factor Model

Fereshteh Asgari , Ahmed Amrani , Mostepha Khouadjia

The IEEE 2021 International Symposium on Computer Science and Intelligent Controls (ISCSIC), Nov 2021, Rome, Italy. pp.51-57, ⟨10.1109/ISCSIC54682.2021.00021⟩

Communication dans un congrès hal-03507129v1
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Scaling Time-Dependent Origin-Destination Matrix Using Growth Factor Model

Fereshteh Asgari , Ahmed Amrani , Mostepha Khouadjia

International Conference on Transport and Smart Cities, Sep 2021, Frankfort, Germany

Communication dans un congrès hal-03358508v1
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Outil de supervision d’un réseau multimodal pour l’aide à la régulation en cas d’incident.

Ahmed Amrani , Mostepha Khouadjia , David Lellouche , Vivien Gazeau , Hakim Arezki et al.

48ème Congrès ATEC ITS France, Jan 2021, Montrouge, France

Communication dans un congrès hal-03066036v1

Outil de visualisation pour l’analyse du trafic et des flux voyageurs dans un réseau de transport multimodal

Flore Vallet , Ahmed Amrani , Yann Briand , Mostepha Khouadjia

48ème Congrès ATEC ITS France, Jun 2021, Paris, France

Communication dans un congrès hal-03086283v1

A Multi-Criteria Multi-Modal Predictive Trip Planner: Application on Paris Metropolitan Network

Pascal Benchimol , Ahmed Amrani , Mostepha Khouadjia

IEEE International Smart Cities Conference 2021, Sep 2021, paris, France. pp.1-4, ⟨10.1109/ISC253183.2021.9562921⟩

Communication dans un congrès hal-03361287v1
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Passenger flow forecasting on transportation network: sensitivity analysis of the spatiotemporal features

Johanna Baro , Mostepha Khouadjia

International Conference on Data Mining Workshops (ICDMW 2021), Dec 2021, Auckland, New Zealand. pp.734-740, ⟨10.1109/ICDMW53433.2021.00096⟩

Communication dans un congrès hal-03371486v1

Enhance Journey Planner with Predictive Travel Information for Smart City Routing Services

Ahmed Amrani , Kévin Pasini , Mostepha Khouadjia

2020 Forum on Integrated and Sustainable Transportation Systems (FISTS), Nov 2020, Delft, Netherlands. pp.304-308, ⟨10.1109/FISTS46898.2020.9264859⟩

Communication dans un congrès hal-03085921v1
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Modèle LSTM encodeur-prédicteur pour la prévision court-terme de l'affluence dans les transports collectifs

Kevin Pasini , Mostepha Khouadjia , Allou Same , Fabrice Ganansia , Patrice Aknin et al.

CAP 2019, Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France

Communication dans un congrès hal-02298337v1
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Representation Learning of public transport data. Application to event detection

Kevin Pasini , Allou Same , Mostepha Khouadjia , Fabrice Ganansia , Latifa Oukhellou

5th International Workshop and Symposium TransitData 2019, Jul 2019, Paris, France

Communication dans un congrès hal-02298663v1

Detection of atypical events on a public transport network using smart card data

Anne Sarah Briand , Etienne Come , Latifa Oukhellou , Mostepha Khouadjia

The 47th European Transport Conference, Oct 2019, Dublin, Ireland

Communication dans un congrès hal-02474565v1

Predictive Multimodal Trip Planner: A New Generation of Urban Routing Services

Ahmed Amrani , Kevin Pasini , Mostepha Khouadjia

TRANSITDATA2019 5th International Workshop and Symposium, Jul 2019, paris, France

Communication dans un congrès hal-02311598v1

Short & long term forecasting of multimodal transport passenger flows with machine learning methods

Florian Toque , Mostepha Khouadjia , Etienne Come , Martin Trepanier , Latifa Oukhellou

2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Oct 2017, Yokohama, France. pp.560-566, ⟨10.1109/ITSC.2017.8317939⟩

Communication dans un congrès hal-02474575v1
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Multi-Objective AI Planning: Comparing Aggregation and Pareto Approaches

Mostepha Redouane Khouadjia , Marc Schoenauer , Vincent Vidal , Johann Dréo , Pierre Savéant

EvoCOP -- 13th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2013, Vienne, Austria. pp.202-213, ⟨10.1007/978-3-642-37198-1_18⟩

Communication dans un congrès hal-00820634v1
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Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark

Mostepha Redouane Khouadjia , Marc Schoenauer , Vincent Vidal , Johann Dréo , Pierre Savéant

EMO'13 - 7th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2013, Sheffield, United Kingdom. pp.36-50

Communication dans un congrès hal-00750560v1
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Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning

Mostepha Redouane Khouadjia , Marc Schoenauer , Vincent Vidal , Johann Dréo , Pierre Savéant

LION7 - Learning and Intelligent OptimizatioN Conference, Jan 2013, Catane, Italy. pp.341-356

Communication dans un congrès hal-00820617v1
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Pareto-Based Multiobjective AI Planning

Mostepha Redouane Khouadjia , Marc Schoenauer , Vincent Vidal , Johann Dréo , Pierre Savéant

IJCAI 2013, IJCAI/AAAI, Aug 2013, Beijing, China. pp.2321-2327

Communication dans un congrès hal-00835003v2

Variable neighborhood search in dynamic vehicle routing

Briseida Sarasola , Mostepha Redouane Khouadjia , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi

EvoApplications'2011 Application of Evolutionary Computation, LNCS N.6624, Apr 2011, Torino, Italy. pp.344-353

Communication dans un congrès hal-00837562v1

Multi-environment cooperative parallel metaheuristics for solving dynamic optimization problems

Mostepha Redouane Khouadjia , Briseida Sarasola , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi

IEEE NIDISC Workshop on Nature Inspired Computing, Apr 2011, Anchorage, United States. pp.395-403

Communication dans un congrès hal-00837564v1

Multi-Swarm optimization for dynamic combinatorial problems: A case study on dynamic vehicle routing problem

Mostepha Redouane Khouadjia , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi

Ants 2010: Seventh International Conference on Swarm Intelligence, Sep 2010, Bruxelles, Belgium. pp.227-238, ⟨10.1007/978-3-642-15461-4_20⟩

Communication dans un congrès istex hal-00690620v1

Adaptive Particle Swarm for Solving the Dynamic Vehicle Routing Problem

Mostepha Redouane Khouadjia , Laetitia Jourdan , El-Ghazali Talbi

ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), May 2010, Tunisia. pp.10.1109/AICCSA.2010.5587049

Communication dans un congrès hal-00525446v1
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Explainable Anomaly Detection for Context Semantic Awareness

Hui Yang , Mostepha Redouane Khouadjia , Nacéra Bennacer Seghouani , Yue Ma , Serge Delmas

Workshop HyCHA (Hybridation Connaissances, Humain et Apprentissage Statistique), Mar 2024, Gif sur Yvette, France

Poster de conférence hal-04521991v1
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LSTM encoder-predictor for short-term train load forecasting

Kevin Pasini , Mostepha Khouadjia , Allou Same , Fabrice Ganansia , Latifa Oukhellou

In: Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M., Robardet, C. (Eds) Machine Learning and Knowledge Discovery in Databases, 11908, SPRINGER, pp.535-551, 2020, Lecture Notes in Computer Science, LNAI

Chapitre d'ouvrage hal-02282048v1