Frédéric Precioso
122
Documents
Publications
Deep Concept Reasoning: Beyond the Accuracy-Interpretability Trade-OffWorkshop on Neuro-Explicit AI and Expert-informed Machine Learning for Engineering and Physical Sciences, of the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML-PKDD) 2023, Sep 2023, Torino, Italy
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A Sea of Words: An In-Depth Analysis of Anchors for Text DataInternational Conference on Artificial Intelligence and Statistics (AISTATS) 2023, Apr 2023, Valencia, Spain
Conference papers
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Taming the Diversity of Computational NotebooksSPLC '23: 27th ACM International Systems and Software Product Line Conference, Aug 2023, Tokyo, Japan. pp.27-33, ⟨10.1145/3579027.3608974⟩
Conference papers
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Interpretable Neural-Symbolic Concept Reasoning ⋆NeSy 2023 - 17th International Workshop on Neural-Symbolic Learning and Reasoning, Jul 2023, Certosa di Pontignano, Siena, Italy. ⟨10.48550/arXiv.2304.14068⟩
Conference papers
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Another Point of View on Visual Speech Recognition24th INTERSPEECH Conference, Aug 2023, Dublin, Ireland. pp.4089-4093, ⟨10.21437/Interspeech.2023-969⟩
Conference papers
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Interpretable Neural-Symbolic Concept ReasoningICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honololu, Hawaii, United States. ⟨10.48550/arXiv.2304.14068⟩
Conference papers
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Evolvable SPL management with partial knowledge: an application to anomaly detection in time seriesSPLC 2022 - 26th ACM International Systems and Software Product Line Conference, Sep 2022, Graz, Austria. pp.222-233, ⟨10.1145/3546932.3547008⟩
Conference papers
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SMACE: A New Method for the Interpretability of Composite Decision SystemsECML PKDD 2022 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2022, Grenoble, France. pp.325-339, ⟨10.1007/978-3-031-26387-3_20⟩
Conference papers
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Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case ScenarioIEEE ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. pp.4178-4182, ⟨10.1109/ICIP46576.2022.9897728⟩
Conference papers
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Generalised Mutual Information for Discriminative ClusteringNeurIPS - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
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Hierarchical Multimodal Attention for Deep Video SummarizationICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milan / Virtual, Italy. ⟨10.1109/ICPR48806.2021.9413097⟩
Conference papers
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Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal FusionInterspeech 2021, Aug 2021, Brno, Czech Republic. pp.2381-2385, ⟨10.21437/Interspeech.2021-80⟩
Conference papers
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Semi-supervised Consensus Clustering Based on Frequent Closed ItemsetsCIKM'2020 29th ACM International Conference on Information and Knowledge Management (Acceptance Rate: 18%), Oct 2020, Galway, Ireland. pp.3341-3344, ⟨10.1145/3340531.3417453⟩
Conference papers
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User-Adaptive Rotational Snap-Cutting for Streamed 360° VideosEUROGRAPHICS Workshop on Intelligent Cinematography and Editing, May 2020, Norrkoping, Sweden. ⟨10.2312/wiced.20201125⟩
Conference papers
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DiagnoseNET: Automatic Framework to Scale Neural Networks on Heterogeneous Systems Applied to Medical DiagnosisICITCS 2020 - 8th International Conference on IT Convergence and Security, Aug 2020, Nha Trang / Virtual, Vietnam. ⟨10.1007/978-981-15-9354-3_1⟩
Conference papers
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A Unified Evaluation Framework for Head Motion Prediction Methods in 360° VideosMMSys '20 - 11th ACM Multimedia Systems Conference, ACM, Jun 2020, Istanbul, Turkey. pp.279-284, ⟨10.1145/3339825.3394934⟩
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Ensemble Clustering Based Semi-Supervised Learning for Revenue Accounting Workflow ManagementDATA'2020 International Conference on Data Science, Technology and Applications (Acceptance Rate: 14%), Jul 2020, Paris, France. pp. 283-293, ⟨10.5220/0009883802830293⟩
Conference papers
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Hyperdeep : deep learning descriptif pour l'analyse de données textuellesJADT 2020 - 15èmes Journées Internationales d'Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France
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Profiling Actions for Sport Video Summarization: An attention signal analysisInternational Workshop on Multimedia Signal Processing, Sep 2020, Tampere, Finland
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Du texte à l'intertexte. Le palimpseste Macron au révélateur de l'Intelligence artificielleCMLF 2020 - 7ème Congrès mondiale de linguistique française, Jul 2020, Montpellier / Online, France
Conference papers
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TRACK: A Multi-Modal Deep Architecture for Head Motion Prediction in 360-Degree VideosICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi / Virtual, United Arab Emirates
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Deep Learning for Identification of Adverse Drug Reaction RelationsInternational Symposium on Signal Processing Systems, Beijing University of Posts and Telecommunications, Sep 2019, Beijing, France. pp.149-153, ⟨10.1145/3364908.3365295⟩
Conference papers
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A Co-Evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity MarketPRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Turin, Italy, October 28-31, 2019, Proceedings, Oct 2019, Turin, Italy. pp.235-250
Conference papers
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When DevOps Meets Meta-Learning: A Portfolio to Rule them all2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Sep 2019, Munich, Germany. pp.605-612, ⟨10.1109/MODELS-C.2019.00092⟩
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Analysing the Impact of Rationality on the Italian Electricity MarketModeling Decisions for Artificial Intelligence (MDAI 2019), Sep 2019, Milan, Italy
Conference papers
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Parallel and Distributed Processing for Unsupervised Patient Phenotype RepresentationLATIN AMERICA HIGH PERFORMANCE COMPUTING CONFERENCE, Sep 2018, Bucaramanga, Colombia. pp.3--17, ⟨10.1007/978-3-030-16205-4⟩
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Named Entity Recognition using Neural Networks for Clinical NotesNLP Challenges for Detecting Medication and Adverse Drug Events from Electronic Health Records (MADE1.0), University of Massachusetts Lowell, Worcester, Amherst, May 2018, Massachusetts, United States. pp.7--15
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Scalability Analysis of Mini-Cluster Jetson TX2 for Training DNN Applied to HealthcareNVIDIA GTC Europe 2018, Oct 2018, Munich, Germany
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Foveated Streaming of Virtual Reality VideosACM International Conference on Multimedia Systems (MMSys), Jun 2018, Amsterdam, Netherlands. ⟨10.1145/3204949.3208114⟩
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Handling noisy labels in gaze-based CBIR systemAdvanced Concepts for Intelligent Vision Systems (ACIVS),, Sep 2017, Antwerpen, Belgium
Conference papers
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SINGLETS: Multi-Resolution Motion Singularities for Soccer Video AbstractionWorkshop CVsports (in conjunction with CVPR), Jul 2017, Honolulu (Hawaii), United States
Conference papers
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KPPF: Keypoint-based Point-Pair-Feature for scalable automatic global registration of large RGB-D scansWorkshop on Multiview Relationships in 3D Data (MVR3D, ICCV workshop), Oct 2017, Venice, Italy
Conference papers
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Frequent Closed Patterns Based Multiple Consensus ClusteringInternational Conference on Artificial Intelligence and Soft Computing, Jun 2016, Zakopane, Poland. pp.14-26, ⟨10.1007/978-3-319-39384-1_2⟩
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Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution10th Workshop on Models and Evolution co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MODELS 2016), Oct 2016, Saint Malo, France
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Catching Relevance in One Glimpse: Food or Not Food?ACM Advances in Visual Interfaces (AVI), Jun 2016, Bari, Italy. pp.324-325, ⟨10.1145/2909132.2926078⟩
Conference papers
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Interactive generic learning method (IGLM)31st Annual ACM Symposium on Applied Computing, Apr 2016, Pisa, Italy. ⟨10.1145/2851613.2851646⟩
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Machine Learning under the light of Phraseology expertise: use case of presidential speeches, De Gaulle -Hollande (1958-2016)JADT 2016 - Statistical Analysis of Textual Data, Damon Mayaffre; Céline Poudat; Laurent Vanni; Véronique Magri; Peter Follette; Caroline Daire, Jun 2016, Nice, France. pp.157-168
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Using Frequent Closed Pattern Mining to Solve a Consensus Clustering ProblemInternational Conference on Software Engineering & Knowledge Engineering, KSI Research Inc., Jul 2016, Redwood City, United States. pp.454-461, ⟨10.18293/SEKE2016-117⟩
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Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysisInternational Conference on Image Processing (ICIP´2016), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532918⟩
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Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering PatternsMachine Learning and Data Mining in Pattern Recognition, Jul 2016, New York, United States. pp.790-804, ⟨10.1007/978-3-319-41920-6⟩
Conference papers
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One gaze is worth ten thousand (key-)words IEEE International Conference on Image Processing (ICIP), 2015, Sep 2015, Québec, Canada. pp.3150--3154 ⟨10.1109/ICIP.2015.7351384⟩
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Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSHComputational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.1383-1390, ⟨10.1109/SSCI.2015.197⟩
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Comparative Study of Recent Multimodal Evolutionary AlgorithmsComputational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.837-844, ⟨10.1109/SSCI.2015.124⟩
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RECIPE RECOGNITION WITH LARGE MULTIMODAL FOOD DATASETIEEE International Conference on Multimedia & Expo (ICME), workshop CEA, Jun 2015, Turin, Italy. ⟨10.1109/ICMEW.2015.7169757⟩
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Fish Species Recognition from Video using SVM ClassifierACM Workshop on Multimedia Analysis for Ecological Data in conjunction with ACM Multimedia, Nov 2014, Orlando, United States. ⟨10.1145/2661821.2661827⟩
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Short Text Classification Using Semantic Random ForestData Warehousing and Knowledge Discovery, Sep 2014, Munich, Germany. ⟨10.1007/978-3-319-10160-6_26⟩
Conference papers
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Statistical Region-Based Active Contour Using Optimization of Alpha-Divergence Family For Image Segmentation21 st International Conference on Image Processing, Oct 2014, Paris, France. pp.6066- 6070, ⟨10.1109/ICIP.2014.7026224⟩
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Linear kernel combination using boostingEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6
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Boosting Kernel Combination for multi-class image categorization2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4
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3D Confocal Microscopy data analysis using level-set segmentation with alpha-divergence similarity measureInternational Conference on Computer Vision Theory and Applications, Feb 2012, Rome, Italy. pp.861-864
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Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVMPattern Recognition (ICPR), 2012 21st International Conference on, 2012, Unknown, Unknown Region. pp.2849-2852
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A tensor based on optical flow for global description of motion in videosSIBGRAPI 2012, Aug 2012, Ouro Preto, Brazil. pp.4
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Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de PolynômesRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France
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Alpha-divergence maximization for statistical region based active contour segmentation with non-parametric PDF estimationsInternational Conference on Acoustic Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.861-864
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Suivi 3D Monoculaire pour un Système de Vidéosurveillance à l'aide d'un Modèle de Mouvement et un Modèle d'ApparenceRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France
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Fractional Entropy Based Active Contour Segmentation of Cell Nuclei in Actin-Tagged Confocal Microscopy ImagesConference on Medical Image Understanding and Analysis, Jul 2012, Swansea, United Kingdom. pp.117-123
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Segmentation of Cellular Structures in Actin Tagged Fluorescence Confocal Microscopy ImagesICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.3081-3084, ⟨10.1109/ICIP.2011.6116316⟩
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Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and SegmentationComputer Analysis of Images and Patterns, Aug 2011, Sevilla, Spain. pp.51-58
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Confocal Microscopy Segmentation Using Active Contour Based on Alpha-DivergenceIEEE ICIP 2011, Sep 2011, Bruxelles, Belgium. pp. 3077-3080
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Text Detection and Recognition in Urban ScenesInternational Conference on Computer Vision (ICCV): Workshop on Computer Vision for Remote Sensing of the Environment, Nov 2011, Barcelona, Spain. pp.227-234, ⟨10.1109/ICCVW.2011.6130247⟩
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Efficient bag-of-feature kernel representation for image similarity searchICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.109-112, ⟨10.1109/ICIP.2011.6115618⟩
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Alpha-divergences pour la segmentation par contours actifs basés histogramme : application à la segmentation d'images cellulaires en microscopie confocale tridimensionnelleGRETSI'11, Sep 2011, Bordeaux, France
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IRIM at TRECVID 2011: Semantic Indexing and Instance SearchTRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p
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MRI segmentation using histogram based active contour method: application to prostate MR image analysisCARS 2011 - 25th International Congress and Exhibition on Computer Assisted Radiology and Surgery, Jun 2011, Berlin, Germany. pp.S50-S51
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Boosting actif pour la recherche interactive d'imagesReconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1
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IRIM at TRECVID 2010: High Level Feature Extraction and Instance SearchTREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States
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Virtu4D: a Real-time Virtualization of RealityInternational Symposium on 3D Data Processing Visualization and Transmission (3DPVT '10), May 2010, Paris, France. 8 p
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IRIM at TRECVID 2010: Semantic Indexing and Instance SearchTRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States
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Scalable active learning strategy for object category retrievalICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1013-1016, ⟨10.1109/ICIP.2010.5653635⟩
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Boundary Delineation in Prostate Imaging using Active Contour Segmentation Method with Interactively Defined Object RegionsMICCAI (Workshop on Prostate Cancer Imaging), Sep 2010, Beijing, China. pp.131-142
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Active Boosting for interactive object retrieval.International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1
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STTK-based Video Object RecognitionICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.3873-3876, ⟨10.1109/ICIP.2010.5651177⟩
Conference papers
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Optimization on active learning strategy for object category retrieval16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1873-1876, ⟨10.1109/ICIP.2009.5413554⟩
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Extraction of Windows in facade using Kernel on Graph of Contours16th Scandinavian Conference on Image Analysis, Jun 2009, Oslo, Norway. pp.646--656
Conference papers
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Segmentation des muscles oculomoteurs en IRM cérébro-orbitaire pour l'aide au diagnostic de l'exophtalmieGRETSI'09, Sep 2009, Dijon, France. http://hdl.handle.net/2042/29110
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IRIM at TRECVID2009: High Level Feature ExtractionTRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States
Conference papers
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Windows and Facades Retrieval using Similarity on Graph of ContoursIEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt
Conference papers
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Spatio-temporal Tube Kernel for Actor Retrieval16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1885-1888, ⟨10.1109/ICIP.2009.5413540⟩
Conference papers
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Accurate Face Detection for Privacy in Street-view Mapping Applications Combining Face Boosting, Body Boosting and Skin Tone DetectorsIAPR Conference on Machine Vision Applications (MVA), May 2009, Yokohama, Japan. 4 p
Conference papers
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Actor retrieval system based on kernels on bags of bagsEUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1-6
Conference papers
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An interactive video content-based retrieval systemInternational Conference on Systems, Signals and Image Processing, Jun 2008, Bratislava, Slovakia. pp.133-136, ⟨10.1109/IWSSIP.2008.4604385⟩
Conference papers
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Fast Approximate Kernel-Based Similarity Search for Image Retrieval TaskICPR 2008 - 19th International Conference on Pattern Recognition, Dec 2008, Tampa, Florida, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761225⟩
Conference papers
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Summarization Scheme Based on Near-Duplicate AnalysisTVS 2008 - 2nd ACM TRECVid Video Summarization Workshop, Oct 2008, Vancouver, Canada. pp.50-54, ⟨10.1145/1463563.1463571⟩
Conference papers
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RETIN: a smart interactive digital media retrieval systemACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96
Conference papers
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Semi-Supervised Consensus Clustering Based on Frequent Closed ItemsetsPhD Track of the IDA'2020 18th International Symposium on Intelligent Data Analysis (Track cancelled due to the COVID-19 pandemic), Apr 2020, Bodenseeforum, Germany
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Visual Indexing and RetrievalSpringer, pp.115, 2012, 1461435870, 9781461435877
Books
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Deep learning et description des textes. Architecture méthodologiqueL’intelligence artificielle des textes, Champion, pp.15 - 72, 2021
Book sections
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Key Passages : From statistics to Deep LearningDomenica Fioredistella Iezzi; Damon Mayaffre; Michelangelo Misuraca. Text Analytics. Advances and Challenges, Springer, pp.41-54, 2020, 978-3-030-52679-5. ⟨10.1007/978-3-030-52680-1_4⟩
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Visualizing ECG Contribution into Convolutional Neural Network ClassificationFeature Engineering and Computational Intelligence in ECG Monitoring, Springer Singapore, pp.157-174, 2020, ⟨10.1007/978-981-15-3824-7_9⟩
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Analysing the Impact of Rationality on the Italian Electricity MarketModeling Decisions for Artificial Intelligence (MDAI 2019), Lecture Notes in Computer Science book series, pp.236-247, 2019, ⟨10.1007/978-3-030-26773-5_21⟩
Book sections
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Les mots des candidats, de « allons » à « vertu »Pascal Perrineau. Le vote disruptif. Les élections présidentielle et législatives de 2017, Presses SciencesPo, pp.129-152, 2017
Book sections
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Visual Feature extraction and descriptionBenois-Pineau Jenny and Precioso Frédéric and Cord Matthieu. Visual Indexing and Retrieval, Springer, pp.5--20, 2012, ⟨10.1007/978-1-4614-3588-4_2⟩
Book sections
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Clustering Techniques for Revenue Accounting Error-Handling AutomationFrance, Patent n° : ID2326WW00. 2020
Patents
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Generalised Mutual Information: a Framework for Discriminative Clustering2023
Preprints, Working Papers, ...
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Sparse GEMINI for joint discriminative clustering and feature selection2023
Preprints, Working Papers, ...
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Understanding Post-hoc Explainers: The Case of Anchors2023
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Knowledge-driven active learning2022
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Knowledge-driven Active Learning2022
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A Multi-stage deep architecture for summary generation of soccer videos2022
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From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture2021
Preprints, Working Papers, ...
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MultiCons: Multiple Consensus Clustering Method Using Frequent Closed Pattern Mining[Research Report] Laboratoire d'Informatique, Signaux et Systèmes de Sophia-Antipolis I3S - UMR7271 - UNS CNRS. 2015
Reports
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Alpha-divergences pour la segmentation d'images par contours actifs basés histogrammes : Application à l'analyse d'images médicales et biomédicales2012
Reports
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Contours actifs paramétriques pour la segmentation
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