Rechercher dans la liste de publications :

Publications de l'équipe MIDI

L’activité de l’équipe s’organise autour de deux axes :

• Masses de données : cet axe aborde des problématiques d’intégration de données du Web à grande échelle (documents XML, flux d’information et réseaux sociaux, RDF/données ouvertes, données multimédia), ainsi que de fouille dans des entrepôts de données (recherche de motifs fréquents) et dans des graphes de réseaux sociaux.

• Systèmes de recherche multimédia : la problématique abordée dans cet axe concerne l’extraction de descripteurs de contenu visuel à partir de documents multimédia (images, vidéos et objets 3D), l’indexation de grandes bases de documents multimédia et l’apprentissage statistique pour la recherche dans ces bases.

Consulter le site web de l'équipe : ici !

Derniers dépôts

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  Jérôme Dantan, Yann Pollet, Hajer Baazaoui Zghal. Making reliable growth stages predictions thanks to the Choquet integral. 5th DLSAU International Multidisciplinary Research Conference, De La Salle Araneta University, Jan 2023, Malabon city, Philippines. ⟨hal-04214230⟩
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  Alexandros Kontarinis. Mining and analysis of enriched trajectories – Application to museum visitor trajectories. Computer Science [cs]. CY Cergy Paris Université, 2021. English. ⟨NNT : 2021CYUN1060⟩. ⟨tel-04514311⟩
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  Manos Katsomallos. Quality & Privacy in User-generated Big Data: Algorithms & Techniques. Computer Science [cs]. CY Cergy Paris Université, 2021. English. ⟨NNT : ⟩. ⟨tel-04512019⟩
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  Anastasiya Kiseleva, Dimitris Kotzinos, Paul de Hert. Transparency of AI in Healthcare as a Multilayered System of Accountabilities: Between Legal Requirements and Technical Limitations. Frontiers in Artificial Intelligence, 2022, 5, pp.879603. ⟨10.3389/frai.2022.879603⟩. ⟨hal-04502472⟩
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  Victor Besnier, David Picard, Alexandre Briot. Learning Uncertainty for Safety-Oriented Semantic Segmentation in Autonomous Driving. 2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.3353-3357, ⟨10.1109/ICIP42928.2021.9506719⟩. ⟨hal-03791973⟩
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  Diogo Carbonera Luvizon, Hedi Tabia, David Picard. SSP-Net: Scalable sequential pyramid networks for real-Time 3D human pose regression. Pattern Recognition, 2023, 142, pp.109714. ⟨10.1016/j.patcog.2023.109714⟩. ⟨hal-04124371⟩
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  Diogo Luvizon, David Picard, Hedi Tabia. Consensus-Based Optimization for 3D Human Pose Estimation in Camera Coordinates. International Journal of Computer Vision, 2022, 130, pp.869-882. ⟨10.1007/s11263-021-01570-9⟩. ⟨hal-03570650⟩
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  Julien Pourcel, Ngoc-Son Vu, Robert M. French. Online Task-free Continual Learning with Dynamic Sparse Distributed Memory. 2022 European Conference on Computer Vision (EECV 2022), Oct 2022, Tel Aviv, Israel. ⟨10.1007/978-3-031-19806-9_42⟩. ⟨hal-04473476⟩
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  Maroua Masmoudi, Sana Ben Abdallah Ben Lamine, Hajer Baazaoui Zghal, Bernard Archimede, Mohamed Hedi Karray. Knowledge hypergraph-based approach for data integration and querying: Application to Earth Observation. Future Generation Computer Systems, 2021, 115, pp.720-740. ⟨10.1016/j.future.2020.09.029⟩. ⟨hal-04456331⟩
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  Vasilis Efthymiou, Kostas Stefanidis, Vassilis Christophides. Benchmarking Blocking Algorithms for Web Entities. IEEE Transactions on Big Data, 2020, 6 (2), pp.382-395. ⟨10.1109/TBDATA.2016.2576463⟩. ⟨hal-04319725⟩
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  Nikolaos Fanourakis, Vasilis Efthymiou, Dimitris Kotzinos, Vassilis Christophides. Knowledge graph embedding methods for entity alignment: experimental review. Data Mining and Knowledge Discovery, 2023, 37 (5), pp.2070-2137. ⟨10.1007/S10618-023-00941-9⟩. ⟨hal-04319674⟩
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  Catherine Lavandier, Roalt Aalmoes, R. Dedieu, F. Marki, S. Großarth, et al.. Towards Innovative Ways to Assess Annoyance. Laurent Leylekian; Alexandra Covrig; Alena Maximova. Aviation Noise Impact Management: Technologies, Regulations, and Societal Well-being in Europe, Springer, pp.241-264, 2022, 9783030911935. ⟨10.1007/978-3-030-91194-2_10⟩. ⟨hal-04414714⟩
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  Dominique Laurent, Nicolas Spyratos. Tables with Nulls and Functional Dependencies: Explanation and Quality of Query Answers. MEDES 2023 - The 15th Conference on Management of Digital Ecosystems, May 2023, Heraklion, Greece. ⟨hal-04383086⟩
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  Hervé-Madelein Attolou, Katerina Tzompanaki, Kostas Stefanidis, Dimitris Kotzinos. Why-Not Explainable Graph Recommender. IEEE 40th International Conference on Data Engineering, May 2024, Utrecht (Netherlands), Netherlands. ⟨10.1145/nnnnnnn.nnnnnnn⟩. ⟨hal-04364920v2⟩
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  Richa Gupta, Deepti Mehrotra, Redouane Bouhamoum, Maroua Masmoudi, Hajer Baazaoui. Handwriting Analysis AI-based System for Assisting People with Dysgraphia. 23rd International Conference Computational Science – ICCS 2023, Jun 2023, Prague, France. pp.185-199, ⟨10.1007/978-3-031-36024-4_14⟩. ⟨hal-04341888⟩
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  Maha Ben-Fares, Nistor Grozavu, Parisa Rastin, Pierre Holat. High Dimensional Data Stream Clustering using Topological Representation Learning. 2022 IEEE Symposium Series on Computational Intelligence (SSCI), Dec 2022, Singapore, Singapore. pp.1415-1422, ⟨10.1109/SSCI51031.2022.10022090⟩. ⟨hal-04339200⟩
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  Bruno Machado Carneiro, Michele Linardi, Julien Longhi. Studying Socially Unacceptable Discourse Classification (SUD) through different eyes: "Are we on the same page ? ". International Conference on CMC and Social Media Corpora for the Humanities, Sep 2023, Mannheim, Germany, Germany. ⟨hal-04316521⟩
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  Michele Linardi, Vassilis Christophides. Unsupervised Time Series Anomaly Detection: The Road to Effective Explainability. Conférence francophone sur l'Extraction et la Gestion des Connaissances 24-28 janvier 2022 (Atelier EXPLAIN'AI ), Jan 2022, Blois, France, France. ⟨hal-04316207⟩
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  Laura Willot, Dan Vodislav, Valerie Gouet-Brunet, Livio De Luca, Adeline Manuel. Clustering for the Analysis and Enrichment of Corpus of Images for the Spatio-temporal Monitoring of Restoration Sites. 5th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents (SUMAC '23), ACM Multimedia 2023, Nov 2023, Ottawa, Canada. pp.39-47, ⟨10.1145/3607542.3617353⟩. ⟨hal-04283568⟩
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  Yasser Khalafaoui, Basarab Matei, Nistor Grozavu, Martino Lovisetto. Joint Multi-View Collaborative Clustering. 2023 International Joint Conference on Neural Networks (IJCNN), Jun 2023, Gold Coast, Australia. ⟨10.1109/IJCNN54540.2023.10192014⟩. ⟨hal-04211534⟩

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