Frédéric Precioso

153
Documents

Publications

Publications

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Automated Counting of Fish in moving Diver Operated Videos (DOV) for Biodiversity Assessments

Kilian Bürgi , Rémy Sun , Charles Bouveyron , Diane Lingrand , Benoit Dérijard et al.

Methods in Ecology and Evolution, In press, ⟨10.1111/2041-210x.70283⟩

Article dans une revue hal-04865293v3
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When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models

Raphaël Razafindralambo , Rémy Sun , Frédéric Precioso , Damien Garreau , Pierre-Alexandre Mattei

Transactions of Machine Learning Research, In press

Article dans une revue hal-05469817v1
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Unsupervised Machine Learning Analysis to Enhance Risk Stratification in Patients with Asymptomatic Aortic Stenosis

Marie-Ange Fleury , Louis Ohl , Lionel Tastet , Mickaël Leclercq , Frédéric Precioso et al.

European Heart Journal - Digital Health, 2025, ⟨10.1093/ehjdh/ztaf115⟩

Article dans une revue hal-05320254v1
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A Tutorial on Discriminative Clustering and Mutual Information

Louis Ohl , Pierre-Alexandre Mattei , Frederic Precioso

ACM Computing Surveys, 2025, 58 (4), pp.1-36. ⟨10.1145/3748255⟩

Article dans une revue hal-05419674v1
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Towards a fully automated underwater census for fish assemblages in the Mediterranean Sea

Kilian Bürgi , Charles Bouveyron , Diane Lingrand , Benoit Derijard , Frédéric Precioso et al.

Ecological Informatics, 2025, 85, pp.102959. ⟨10.1016/j.ecoinf.2024.102959⟩

Article dans une revue hal-04896273v2

AI-Enhanced Prediction of Aortic Stenosis Progression

Melissa Sanabria , Lionel Tastet , Simon Pelletier , Mickael Leclercq , Louis Ohl et al.

JACC. Advances, 2024, 3 (10), pp.101234. ⟨10.1016/j.jacadv.2024.101234⟩

Article dans une revue hal-04755914v1

A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning

Alessandro Betti , Gabriele Ciravegna , Marco Gori , Stefano Melacci , Kevin Mottin et al.

Intelligenza Artificiale, 2024, 18 (2), pp.301-311. ⟨10.3233/IA-240047⟩

Article dans une revue hal-04896278v1
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DeepWILD : Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning

Fanny Simões , Charles Bouveyron , Frédéric Precioso

Ecological Informatics, 2023, 75, ⟨10.1016/j.ecoinf.2023.102095⟩

Article dans une revue hal-03797530v2

Early Diagnosis: End-to-End CNN–LSTM Models for Mass Spectrometry Data Classification

Khawla Seddiki , Frédéric Precioso , Melissa Sanabria , Michel Salzet , Isabelle Fournier et al.

Analytical Chemistry, 2023, 95 (36), pp.13431-13437. ⟨10.1021/acs.analchem.3c00613⟩

Article dans une revue hal-04459618v1
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Semi-supervised Consensus Clustering Based on Closed Patterns

Tianshu Yang , Nicolas Pasquier , Frédéric Precioso

Knowledge-Based Systems, 2022, Article 107599, 235, ⟨10.1016/j.knosys.2021.107599⟩

Article dans une revue hal-03402517v1
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Learning and Reasoning for Cultural Metadata Quality

Anna Bobasheva , Fabien Gandon , Frédéric Precioso

Journal on Computing and Cultural Heritage, 2022, 15 (3), ⟨10.1145/3485844⟩

Article dans une revue hal-03363442v1

TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos

Miguel Fabian Romero Rondon , Lucile Sassatelli , Ramon Aparicio-Pardo , Frédéric Precioso

IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, pp.1-1. ⟨10.1109/TPAMI.2021.3070520⟩

Article dans une revue hal-03193067v1
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Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification

Khawla Seddiki , Philippe Saudemont , Frédéric Precioso , Nina Ogrinc , Maxence Wisztorski et al.

Nature Communications, 2020, 11 (1), pp.5595. ⟨10.1038/s41467-020-19354-z⟩

Article dans une revue hal-03132326v1

Using Closed Patterns to Solve the Consensus Clustering Problem

Atheer Al-Najdi , Nicolas Pasquier , Frédéric Precioso

International Journal of Software Engineering and Knowledge Engineering, 2017, 26 (09n10), pp.1379-1397. ⟨10.1142/S021819401640009X⟩

Article dans une revue hal-02540835v1

Fine-Grained Object Recognition in Underwater Visual Data

Concetto Spampinato , Simone Palazzo , Pierre-Hughes Joalland , Sébastien Paris , Hervé Glotin et al.

Multimedia Tools and Applications, 2016, 75 (3), pp.1701-1720. ⟨10.1007/s11042-015-2601-x⟩

Article dans une revue hal-01323129v1
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Assessment of algorithms for mitosis detection in breast cancer histopathology images

Mitko Veta , Paul J. Van Diest , Stefan M. Willems , Haibo Wang , Anant Madabhushi et al.

Medical Image Analysis, 2015, 20 (1), pp.237-248. ⟨10.1016/j.media.2014.11.010⟩

Article dans une revue hal-01246695v1
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Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour In The Framework of Intestinal Pathologies Detection

Leila Meziou , Aymeric Histace , Frédéric Precioso , Olivier Romain , Xavier Dray et al.

International Journal of Biomedical Imaging, 2014, 2014, 428583 (10 p.). ⟨10.1155/2014/428583⟩

Article dans une revue hal-01090142v1

Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation

Yan Zhang , Bogdan Matuszewski , Aymeric Histace , Frédéric Precioso

Journal of Mathematical Imaging and Vision, 2013, 47 (1), pp.35-47. ⟨10.1007/s10851-013-0416-9⟩

Article dans une revue hal-00784159v1
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Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.

H. A. Kirişli , M. Schaap , C. T. Metz , A. S. Dharampal , W. B. Meijboom et al.

Medical Image Analysis, 2013, 17 (8), pp.859-876. ⟨10.1016/j.media.2013.05.007⟩

Article dans une revue istex hal-00874107v1
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Boosted kernel for image categorization

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso

Multimedia Tools and Applications, 2013

Article dans une revue hal-00799068v1
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Statistical region based active contour using a fractional entropy descriptor: Application to nuclei cell segmentation in confocal microscopy images

Aymeric Histace , Leila Meziou , Bogdan Matuszewski , Frédéric Precioso , Mark Murphy et al.

Annals of British Machine Vision Association, 2013, 2013 (5), pp.1-15

Article dans une revue hal-00817583v1

Locality sensitive hashing for chi2 distance

David Gorisse , Matthieu Cord , Frédéric Precioso

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34 (2), pp.402-410. ⟨10.1109/tpami.2011.193⟩

Article dans une revue hal-00773079v1

SALSAS: Sub-linear Active Learning Strategy with Approximate k-NN Search

David Gorisse , Matthieu Cord , Frédéric Precioso

Pattern Recognition, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.009⟩

Article dans une revue istex hal-00773102v1

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system

Shuji Zhao , Frédéric Precioso , Matthieu Cord

Multimedia Tools and Applications, 2011, Special issue on "Image and Video Retrieval: Theory and Applications"., 55 (1), pp.105-125. ⟨10.1007/s11042-010-0602-3⟩

Article dans une revue istex hal-00773031v1
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Incremental Kernel Learning for Active Image Retrieval without Global Dictionaries

Philippe-Henri Gosselin , Frédéric Precioso , Sylvie Philipp-Foliguet

Pattern Recognition, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.006⟩

Article dans une revue hal-00619211v1
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From snakes to region-based active contours defined by region-dependent parameters

Stéphanie Jehan-Besson , Muriel Gastaud , Frédéric Precioso , Michel Barlaud , Gilles Aubert et al.

Applied optics, 2004, 43 (2), pp.247-256. ⟨10.1364/AO.43.000247⟩

Article dans une revue hal-00331466v1

B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation

Frédéric Precioso , Michel Barlaud

EURASIP Journal on Advances in Signal Processing, 2002, 2002 (6), ⟨10.1155/S1110865702203121⟩

Article dans une revue hal-01343203v1
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Robust fine-tuning from non-robust pre-trained models: mitigating suboptimal transfer with epsilon-scheduling

Jonas Ngnawé , Maxime Heuillet , Sabyasachi Sahoo , Yann Pequignot , Ola Ahmad et al.

ICLR 2026 - The Fourteenth International Conference on Learning Representations, Apr 2026, Rio De Janeiro, Brazil

Communication dans un congrès hal-05530886v1
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Mind the map! Accounting for existing maps when estimating online HDMaps from sensors.

Rémy Sun , Li Yang , Diane Lingrand , Frédéric Precioso

Winter conference on Applications of Computer Vision - WACV 2025, Feb 2025, Tucson (USA), United States. ⟨10.48550/arXiv.2311.10517⟩

Communication dans un congrès hal-04385135v2
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Re-examining Concept-based Explainable Models for Multimodal Interpretative Tasks

Julie Tores , Elisa Ancarani , Rémy Sun , Lucile Sassatelli , Hui-Yin Wu et al.

MM 2025 - 33rd ACM International Conference on Multimedia, Oct 2025, Dublin, Ireland. pp.12437-12445, ⟨10.1145/3746027.3758170⟩

Communication dans un congrès hal-05462454v1
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Domain-Specific Long Text Classification from Sparse Relevant Information

Célia D’cruz , Jean-Marc Bereder , Frédéric Precioso , Michel Riveill

ECAI 2024 - 27th european conference on artificial intelligence, Oct 2024, Santiago de Compostela, Spain. pp.4003 - 4010, ⟨10.3233/FAIA240967⟩

Communication dans un congrès hal-04841129v1
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Attention Meets Post-hoc Interpretability: A Mathematical Perspective

Gianluigi Lopardo , Frederic Precioso , Damien Garreau

ICML 2024 - 41st International Conference on Machine Learning, PMLR 235:32781-32800, 2024., Jul 2024, Vienna, Austria

Communication dans un congrès hal-05357778v1
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Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers

Jonas Ngnawé , Sabyasachi Sahoo , Yann Pequignot , Frédéric Precioso , Christian Gagné

NeurIPS 2024 - Thirty-eighth Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver (CA), Canada

Communication dans un congrès hal-04768240v1
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Visual Objectification in Films: Towards a New AI Task for Video Interpretation

Julie Tores , Lucile Sassatelli , Hui-Yin Wu , Clement Bergman , Lea Andolfi et al.

CVPR 2024 - IEEE / CVF Computer Vision and Pattern Recognition Conference, Jun 2024, Seattle (Washington), United States. pp.10864-10874, ⟨10.1109/CVPR52733.2024.01033⟩

Communication dans un congrès hal-04840507v1

Deep Concept Reasoning: Beyond the Accuracy-Interpretability Trade-Off

Pietro Barbiero , Gabriele Ciravegna , Francesco Giannini , Mateo Espinosa Zarlenga , Lucie Charlotte Magister et al.

Workshop 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

Communication dans un congrès hal-04244408v1
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Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving

Rémy Sun , Diane Lingrand , Frédéric Precioso

ICCV 2023 - 2023 IEEE/CVF International Conference on Computer Vision Workshops - 1st Workshop on Scene Graphs and Graph Representation Learning, Oct 2023, Paris, France. pp.71-80, ⟨10.1109/ICCVW60793.2023.00014⟩

Communication dans un congrès hal-04385182v1

A Sea of Words: An In-Depth Analysis of Anchors for Text Data

Gianluigi Lopardo , Frédéric Precioso , Damien Garreau

International Conference on Artificial Intelligence and Statistics (AISTATS) 2023, Apr 2023, Valencia, Spain

Communication dans un congrès hal-03696324v1

Knowledge-driven Active Learning

Gabriele Ciravegna , Frédéric Precioso , Alessandro Betti , Kevin Mottin , Marco Gori

ECML PKDD 2023 - European Conference on Machine Learning and Knowledge Discovery in Databases, 2023, Torino, Italy. ⟨10.1007/978-3-031-43412-9_3⟩

Communication dans un congrès hal-03527128v1

Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning

Alessandro Betti , Gabriele Ciravegna , Marco Gori , Stefano Melacci , Kevin Mottin et al.

AIxIA 2023 – XXIInd International Conference of the Italian Association for Artificial Intelligence, Nov 2023, Rome, France. pp.218-230, ⟨10.1007/978-3-031-47546-7_15⟩

Communication dans un congrès hal-04410778v1
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Interpretable Neural-Symbolic Concept Reasoning

Pietro Barbiero , Gabriele Ciravegna , Francesco Giannini , Mateo Espinosa Zarlenga , Lucie Charlotte Magister et al.

International Conference on Machine Learning (ICML), Jul 2023, Hawaii, United States. ⟨10.48550/arXiv.2304.14068⟩

Communication dans un congrès hal-04244362v1
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Taming the Diversity of Computational Notebooks

Yann Brault , Yassine El Amraoui , Mireille Blay-Fornarino , Philippe Collet , Florent Jaillet et al.

SPLC 2023 - 27th ACM International Systems and Software Product Line Conference, Aug 2023, Tokyo, Japan. pp.27-33, ⟨10.1145/3579027.3608974⟩

Communication dans un congrès hal-04247860v1
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Interpretable Neural-Symbolic Concept Reasoning ⋆

Pietro Barbiero , Gabriele Ciravegna , Francesco Giannini , Mateo Espinosa Zarlenga , Lucie Charlotte Magister et al.

NeSy 2023 - 17th International Workshop on Neural-Symbolic Learning and Reasoning, Jul 2023, Certosa di Pontignano, Siena, Italy. ⟨10.48550/arXiv.2304.14068⟩

Communication dans un congrès hal-04244373v1

SMACE: A New Method for the Interpretability of Composite Decision Systems

Gianluigi Lopardo , Damien Garreau , Frédéric Precioso , Greger Ottosson

ECML 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⟩

Communication dans un congrès hal-03527129v1
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Another Point of View on Visual Speech Recognition

Baptiste Pouthier , Laurent Pilati , Giacomo Valenti , Charles Bouveyron , Frédéric Precioso

24th INTERSPEECH Conference, Aug 2023, Dublin, Ireland. pp.4089-4093, ⟨10.21437/Interspeech.2023-969⟩

Communication dans un congrès hal-04250885v1

Generalised Mutual Information for Discriminative Clustering

Louis Ohl , Pierre-Alexandre Mattei , Charles Bouveyron , Warith Harchaoui , Mickaël Leclercq et al.

NeurIPS - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States

Communication dans un congrès hal-03815229v1
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Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario

Stefano d'Angelo , Frédéric Precioso , Fabien Gandon

IEEE ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France. pp.4178-4182, ⟨10.1109/ICIP46576.2022.9897728⟩

Communication dans un congrès hal-03921565v1
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Concept Embedding Models: Beyond the accuracy-explainability trade-off

Mateo Espinosa Zarlenga , Pietro Barbiero , Frédéric Precioso , Gabriele Ciravegna , Giuseppe Marra et al.

Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. pp.21400-21413

Communication dans un congrès hal-03854550v1
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Evolvable SPL management with partial knowledge: an application to anomaly detection in time series

Yassine El Amraoui , Mireille Blay-Fornarino , Philippe Collet , Frédéric Precioso , Julien Muller

SPLC 2022 - 26th ACM International Systems and Software Product Line Conference, Sep 2022, Graz, Austria. pp.222-233, ⟨10.1145/3546932.3547008⟩

Communication dans un congrès hal-03811038v1

Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion

Baptiste Pouthier , Laurent Pilati , Leela Gudupudi , Charles Bouveyron , Frédéric Precioso

Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2381-2385, ⟨10.21437/Interspeech.2021-80⟩

Communication dans un congrès hal-03345281v1
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Hierarchical Multimodal Attention for Deep Video Summarization

Melissa Sanabria , Frédéric Precioso , Thomas Menguy

ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milan / Virtual, Italy. ⟨10.1109/ICPR48806.2021.9413097⟩

Communication dans un congrès hal-02964209v1
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Profiling Actions for Sport Video Summarization: An attention signal analysis

Melissa Sanabria , Frederic Precioso , Thomas Menguy

International Workshop on Multimedia Signal Processing, Sep 2020, Tampere, Finland

Communication dans un congrès hal-02910211v2
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A Unified Evaluation Framework for Head Motion Prediction Methods in 360° Videos

Miguel Fabian Romero Rondon , Lucile Sassatelli , Ramon Aparicio-Pardo , Frédéric Precioso

MMSys '20 - 11th ACM Multimedia Systems Conference, ACM, Jun 2020, Istanbul, Turkey. pp.279-284, ⟨10.1145/3339825.3394934⟩

Communication dans un congrès hal-02615979v1
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DiagnoseNET: Automatic Framework to Scale Neural Networks on Heterogeneous Systems Applied to Medical Diagnosis

John A García , Frédéric Precioso , Pascal Staccini , Michel Riveill

ICITCS 2020 - 8th International Conference on IT Convergence and Security, Aug 2020, Nha Trang / Virtual, Vietnam. ⟨10.1007/978-981-15-9354-3_1⟩

Communication dans un congrès hal-02869960v1
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Hyperdeep : deep learning descriptif pour l'analyse de données textuelles

Laurent Vanni , Marco Corneli , Dominique Longrée , Damon Mayaffre , Frédéric Precioso

JADT 2020 - 15èmes Journées Internationales d'Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France

Communication dans un congrès hal-02926880v1
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Du texte à l'intertexte. Le palimpseste Macron au révélateur de l'Intelligence artificielle

Damon Mayaffre , Camille Bouzereau , Magali Guaresi , Frédéric Precioso , Laurent Vanni

CMLF 2020 - 7ème Congrès mondiale de linguistique française, Jul 2020, Montpellier / Online, France

Communication dans un congrès hal-02520224v1
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TRACK: A Multi-Modal Deep Architecture for Head Motion Prediction in 360-Degree Videos

Miguel Fabian Romero Rondon , Lucile Sassatelli , Ramon Aparicio-Pardo , Frédéric Precioso

ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi / Virtual, United Arab Emirates

Communication dans un congrès hal-02615980v1

Ensemble Clustering Based Semi-Supervised Learning for Revenue Accounting Workflow Management

Tianshu Yang , Nicolas Pasquier , Frédéric Precioso

DATA'2020 International Conference on Data Science, Technology and Applications (Acceptance Rate: 14%), Jul 2020, Paris, France. pp. 283-293, ⟨10.5220/0009883802830293⟩

Communication dans un congrès hal-02540832v1
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User-Adaptive Rotational Snap-Cutting for Streamed 360° Videos

Miguel Fabian Romero Rondon , Lucile Sassatelli , Ramon Aparicio-Pardo , Frédéric Precioso

EUROGRAPHICS Workshop on Intelligent Cinematography and Editing, May 2020, Norrkoping, Sweden. ⟨10.2312/wiced.20201125⟩

Communication dans un congrès hal-02615978v1

Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets

Tianshu Yang , Nicolas Pasquier , Antoine Hom , Laurent Dollé , Frédéric Precioso

CIKM'2020 29th ACM International Conference on Information and Knowledge Management (Acceptance Rate: 18%), Oct 2020, Galway, Ireland. pp.3341-3344, ⟨10.1145/3340531.3417453⟩

Communication dans un congrès hal-02917863v1
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When DevOps Meets Meta-Learning: A Portfolio to Rule them all

Benjamin Benni , Mireille Blay-Fornarino , Sébastien Mosser , Frédéric Precioso , Günther Jungbluth

2019 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⟩

Communication dans un congrès hal-02403680v1
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Analysing the Impact of Rationality on the Italian Electricity Market

Sara Bevilacqua , Célia da Costa Pereira , Eric Guerci , Frédéric Precioso , Claudio Sartori

Modeling Decisions for Artificial Intelligence (MDAI 2019), Sep 2019, Milan, Italy

Communication dans un congrès hal-02294953v1
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A Co-Evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market

Célia da Costa Pereira , Sara Bevilacqua , Eric Guerci , Frédéric Precioso , Claudio Sartori

PRIMA 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

Communication dans un congrès hal-03199500v1

Deep Learning for Identification of Adverse Drug Reaction Relations

Edson Florez , Frederic Precioso , Romaric Pighetti , Michel Riveill

International Symposium on Signal Processing Systems, Beijing University of Posts and Telecommunications, Sep 2019, Beijing, France. pp.149-153, ⟨10.1145/3364908.3365295⟩

Communication dans un congrès hal-02498173v1
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Named Entity Recognition using Neural Networks for Clinical Notes

Edson Florez , Frédéric Precioso , Romaric Pighetti , Michel Riveill

NLP 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

Communication dans un congrès hal-01786995v1

Scalability Analysis of Mini-Cluster Jetson TX2 for Training DNN Applied to Healthcare

John Anderson John Anderson Garcia Henao Garcia Henao , Frédéric Precioso , Pascal Staccini , Michel Riveill

NVIDIA GTC Europe 2018, Oct 2018, Munich, Germany

Communication dans un congrès hal-01943618v1
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Text Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis

Laurent Vanni , Mélanie Ducoffe , Damon Mayaffre , Frédéric Precioso , Dominique Longrée et al.

56th Annual Meeting of the Association for Computational Linguistics, Jul 2018, Melbourne, France

Communication dans un congrès hal-01804310v1

Foveated Streaming of Virtual Reality Videos

Miguel Fabian Romero Rondon , Lucile Sassatelli , Frédéric Precioso , Ramon Aparicio-Pardo

ACM International Conference on Multimedia Systems (MMSys), Jun 2018, Amsterdam, Netherlands. ⟨10.1145/3204949.3208114⟩

Communication dans un congrès hal-01781324v1
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An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis

Lirone Samoun , Thomas Fisichella , Diane Lingrand , Lucas Malleus , Frederic Precioso

ICIP 2018 25th IEEE International Conference on Image Processing, Oct 2018, Athens, France. pp.1043-1047, ⟨10.1109/ICIP.2018.8451546⟩

Communication dans un congrès hal-05173388v1
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Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation

John Anderson John Anderson Garcia Henao Garcia Henao , Frédéric Precioso , Pascal Staccini , Michel Riveill

LATIN AMERICA HIGH PERFORMANCE COMPUTING CONFERENCE, Sep 2018, Bucaramanga, Colombia. pp.3--17, ⟨10.1007/978-3-030-16205-4⟩

Communication dans un congrès hal-01885364v1

KPPF: Keypoint-based Point-Pair-Feature for scalable automatic global registration of large RGB-D scans

Lucas Malleus , Thomas Fisichella , Diane Lingrand , Frédéric Precioso , Nicholas Gros et al.

Workshop on Multiview Relationships in 3D Data (MVR3D, ICCV workshop), Oct 2017, Venice, Italy

Communication dans un congrès hal-01635013v1
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SINGLETS: Multi-Resolution Motion Singularities for Soccer Video Abstraction

Katy Blanc , Diane Lingrand , Frédéric Precioso

Workshop CVsports (in conjunction with CVPR), Jul 2017, Honolulu (Hawaii), United States

Communication dans un congrès hal-01540342v1

Handling noisy labels in gaze-based CBIR system

Stéphanie Lopez , Arnaud Revel , Diane Lingrand , Frédéric Precioso

Advanced Concepts for Intelligent Vision Systems (ACIVS),, Sep 2017, Antwerpen, Belgium

Communication dans un congrès hal-01635028v1

Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns

Atheer Al-Najdi , Nicolas Pasquier , Frédéric Precioso

Machine Learning and Data Mining in Pattern Recognition, Jul 2016, New York, United States. pp.790-804, ⟨10.1007/978-3-319-41920-6⟩

Communication dans un congrès hal-01330216v1

Catching Relevance in One Glimpse: Food or Not Food?

Stéphanie Lopez , Arnaud Revel , Diane Lingrand , Frédéric Precioso , Valériane Dusaucy et al.

ACM Advances in Visual Interfaces (AVI), Jun 2016, Bari, Italy. pp.324-325, ⟨10.1145/2909132.2926078⟩

Communication dans un congrès hal-01330873v1
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Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution

Cécile Camillieri , Luca Parisi , Mireille Blay-Fornarino , Frédéric Precioso , Michel Riveill et al.

10th 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

Communication dans un congrès hal-01484050v1

Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem

Atheer Al-Najdi , Nicolas Pasquier , Frédéric Precioso

International Conference on Software Engineering & Knowledge Engineering, KSI Research Inc., Jul 2016, Redwood City, United States. pp.454-461, ⟨10.18293/SEKE2016-117⟩

Communication dans un congrès hal-01330079v1

Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis

A. Aly Halim , Michel Riveill , Christel Dartigues-Pallez , Frédéric Precioso , Abderrahim Benslimane et al.

International Conference on Image Processing (ICIP´2016), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532918⟩

Communication dans un congrès hal-01484111v1
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Interactive generic learning method (IGLM)

Ameni Bouaziz , Célia da Costa Pereira , Christel Dartigues Pallez , Frédéric Precioso

31st Annual ACM Symposium on Applied Computing, Apr 2016, Pisa, Italy. ⟨10.1145/2851613.2851646⟩

Communication dans un congrès hal-01330098v1
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Machine Learning under the light of Phraseology expertise: use case of presidential speeches, De Gaulle -Hollande (1958-2016)

Mélanie Ducoffe , Damon Mayaffre , Frédéric Precioso , Frédéric Lavigne , Laurent Vanni et al.

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

Communication dans un congrès hal-01343209v2

Frequent Closed Patterns Based Multiple Consensus Clustering

Atheer Al-Najdi , Nicolas Pasquier , Frédéric Precioso

International Conference on Artificial Intelligence and Soft Computing, Jun 2016, Zakopane, Poland. pp.14-26, ⟨10.1007/978-3-319-39384-1_2⟩

Communication dans un congrès hal-01329545v1

Comparative Study of Recent Multimodal Evolutionary Algorithms

R. Pighetti , Denis Pallez , Frédéric Precioso

Computational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.837-844, ⟨10.1109/SSCI.2015.124⟩

Communication dans un congrès hal-01322764v1
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RECIPE RECOGNITION WITH LARGE MULTIMODAL FOOD DATASET

Xin Wang , Devinder Kumar , Nicolas Thome , Matthieu Cord , Frederic Precioso

IEEE International Conference on Multimedia & Expo (ICME), workshop CEA, Jun 2015, Turin, Italy. ⟨10.1109/ICMEW.2015.7169757⟩

Communication dans un congrès hal-01196959v1

Processus moteurs en mémoire à court terme verbale: Une analyse par électromyographie laryngée

Fabien Mathy , Frédéric Precioso , Tobias Scheer

Journée de l'axe MTC-NSC, 2015, Université Nice Sophia antipolis, Nice, France

Communication dans un congrès hal-01359322v1

Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH

R. Pighetti , Denis Pallez , Frédéric Precioso

Computational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.1383-1390, ⟨10.1109/SSCI.2015.197⟩

Communication dans un congrès hal-01322765v1

One gaze is worth ten thousand (key-)words

Stéphanie Lopez , Arnaud Revel , Diane Lingrand , Frédéric Precioso

IEEE International Conference on Image Processing (ICIP), 2015, Sep 2015, Québec, Canada. pp.3150--3154 ⟨10.1109/ICIP.2015.7351384⟩

Communication dans un congrès hal-01323204v1

Statistical Region-Based Active Contour Using Optimization of Alpha-Divergence Family For Image Segmentation

Leila Meziou , Aymeric Histace , Frédéric Precioso

21 st International Conference on Image Processing, Oct 2014, Paris, France. pp.6066- 6070, ⟨10.1109/ICIP.2014.7026224⟩

Communication dans un congrès hal-01005522v1

Fish Species Recognition from Video using SVM Classifier

Katy Blanc , Diane Lingrand , Frédéric Precioso

ACM Workshop on Multimedia Analysis for Ecological Data in conjunction with ACM Multimedia, Nov 2014, Orlando, United States. ⟨10.1145/2661821.2661827⟩

Communication dans un congrès hal-01323227v1

Short Text Classification Using Semantic Random Forest

Ameni Bouaziz , Christel Dartigues-Pallez , Célia da Costa Pereira , Frédéric Precioso , Patrick Lloret

Data Warehousing and Knowledge Discovery, Sep 2014, Munich, Germany. ⟨10.1007/978-3-319-10160-6_26⟩

Communication dans un congrès hal-01325212v1

Alpha-divergence maximization for statistical region based active contour segmentation with non-parametric PDF estimations

Leila Meziou , Aymeric Histace , Frédéric Precioso

International Conference on Acoustic Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.861-864

Communication dans un congrès hal-00672258v1
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Boosting Kernel Combination for multi-class image categorization

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso

2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4

Communication dans un congrès hal-00753156v1
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Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de Polynômes

Romain Negrel , Virgínia Fernandes Mota , Philippe-Henri Gosselin , Marcelo Bernardes Vieira , Frederic Precioso

RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France

Communication dans un congrès hal-00656527v1
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Suivi 3D Monoculaire pour un Système de Vidéosurveillance à l'aide d'un Modèle de Mouvement et un Modèle d'Apparence

Mourad Boufarguine , Nicolas Thome , Vincent Guitteny , Frédéric Precioso

RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France

Communication dans un congrès hal-00660973v1
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Fractional Entropy Based Active Contour Segmentation of Cell Nuclei in Actin-Tagged Confocal Microscopy Images

Leila Meziou , Aymeric Histace , Frédéric Precioso , Bogdan Matuszewski , Franck Carreiras

Conference on Medical Image Understanding and Analysis, Jul 2012, Swansea, United Kingdom. pp.117-123

Communication dans un congrès hal-00704853v1
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3D Confocal Microscopy data analysis using level-set segmentation with alpha-divergence similarity measure

Leila Meziou , Aymeric Histace , Frédéric Precioso , Bogdan Matuszewski , Franck Carreiras

International Conference on Computer Vision Theory and Applications, Feb 2012, Rome, Italy. pp.861-864

Communication dans un congrès hal-00656689v1
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Linear kernel combination using boosting

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6

Communication dans un congrès hal-00753155v1
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A tensor based on optical flow for global description of motion in videos

Virginia Fernandes Mota , Eder de Almeida Perez , Marcelo Bernardes Vieira , Silva Maciel Luiz Maurílio Da , Frédéric Precioso et al.

SIBGRAPI 2012, Aug 2012, Ouro Preto, Brazil. pp.4

Communication dans un congrès hal-00753159v1

Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM

R. Pighetti , Denis Pallez , Frédéric Precioso

Pattern Recognition (ICPR), 2012 21st International Conference on, 2012, Unknown, Unknown Region. pp.2849-2852

Communication dans un congrès hal-01322768v1

Alpha-divergences pour la segmentation par contours actifs basés histogramme : application à la segmentation d'images cellulaires en microscopie confocale tridimensionnelle

Leila Meziou , Aymeric Histace , Frédéric Precioso , Bogdan Matuszewski

GRETSI'11, Sep 2011, Bordeaux, France

Communication dans un congrès hal-00594897v1
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IRIM at TRECVID 2011: Semantic Indexing and Instance Search

Bertrand Delezoide , Frédéric Precioso , Philippe-Henri Gosselin , Miriam Redi , Bernard Merialdo et al.

TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p

Communication dans un congrès hal-00677651v1

Confocal Microscopy Segmentation Using Active Contour Based on Alpha-Divergence

Leila Meziou , Aymeric Histace , Frédéric Precioso , Bogdan Matuszewski , Mark Murphy

IEEE ICIP 2011, Sep 2011, Bruxelles, Belgium. pp. 3077-3080

Communication dans un congrès hal-00592551v1

Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation

Yan Zhang , Bogdan Matuszewski , Aymeric Histace , Frédéric Precioso

Computer Analysis of Images and Patterns, Aug 2011, Sevilla, Spain. pp.51-58

Communication dans un congrès hal-00624357v1

Text Detection and Recognition in Urban Scenes

Rodrigo Minetto , Nicolas Thome , Matthieu Cord , Jorge Stolfi , Frédéric Precioso et al.

International 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⟩

Communication dans un congrès hal-01286100v1

Efficient bag-of-feature kernel representation for image similarity search

Frédéric Precioso , Matthieu Cord , David Gorisse , Nicolas Thome

ICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.109-112, ⟨10.1109/ICIP.2011.6115618⟩

Communication dans un congrès hal-00773095v1

MRI segmentation using histogram based active contour method: application to prostate MR image analysis

Leila Meziou , Aymeric Histace , Frédéric Precioso , Bogdan Matuszewski

CARS 2011 - 25th International Congress and Exhibition on Computer Assisted Radiology and Surgery, Jun 2011, Berlin, Germany. pp.S50-S51

Communication dans un congrès hal-00567121v1

Segmentation of Cellular Structures in Actin Tagged Fluorescence Confocal Microscopy Images

Bogdan Matuszewski , Mark Murphy , David R. Burton , Tom Marchant , Christopher Moore et al.

ICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.3081-3084, ⟨10.1109/ICIP.2011.6116316⟩

Communication dans un congrès hal-00592548v1
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Active Boosting for interactive object retrieval.

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso

International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1

Communication dans un congrès hal-00520294v1

IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search

David Gorisse , Frédéric Precioso , Philippe Gosselin , Lionel Granjon , Denis Pellerin et al.

TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States

Communication dans un congrès hal-00953839v1

Boundary Delineation in Prostate Imaging using Active Contour Segmentation Method with Interactively Defined Object Regions

Yan Zhang , Bogdan Matuszewski , Aymeric Histace , Frédéric Precioso , J. Killgalon et al.

MICCAI (Workshop on Prostate Cancer Imaging), Sep 2010, Beijing, China. pp.131-142

Communication dans un congrès hal-00527645v1

STTK-based Video Object Recognition

Shuji Zhao , Frédéric Precioso , Matthieu Cord

ICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.3873-3876, ⟨10.1109/ICIP.2010.5651177⟩

Communication dans un congrès hal-00773037v1
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IRIM at TRECVID 2010: Semantic Indexing and Instance Search

David Gorisse , Frédéric Precioso , Philippe-Henri Gosselin , Lionel Granjon , Denis Pellerin et al.

TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States

Communication dans un congrès hal-00591099v1
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IRIM at TRECVID2009: High Level Feature Extraction

Bertrand Delezoide , Hervé Le Borgne , Pierre-Alain Moëllic , David Gorisse , Frédéric Precioso et al.

TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States

Communication dans un congrès hal-00468199v1

Virtu4D: a Real-time Virtualization of Reality

Mourad Boufarguine , Malek Baklouti , Frédéric Precioso , Vincent Guitteny

International Symposium on 3D Data Processing Visualization and Transmission (3DPVT '10), May 2010, Paris, France. 8 p

Communication dans un congrès hal-00773570v1

Scalable active learning strategy for object category retrieval

David Gorisse , Matthieu Cord , Frédéric Precioso

ICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1013-1016, ⟨10.1109/ICIP.2010.5653635⟩

Communication dans un congrès hal-00773563v1
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Boosting actif pour la recherche interactive d'images

Alexis Lechervy , Philippe-Henri Gosselin , Frédéric Precioso

Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1

Communication dans un congrès hal-00520319v1
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Windows and Facades Retrieval using Similarity on Graph of Contours

Jean-Emmanuel Haugeard , Sylvie Philipp-Foliguet , Frédéric Precioso

IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt

Communication dans un congrès hal-00536261v1
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Spatio-temporal Tube Kernel for Actor Retrieval

Shuji Zhao , Frédéric Precioso , Matthieu Cord

16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1885-1888, ⟨10.1109/ICIP.2009.5413540⟩

Communication dans un congrès hal-00773044v1

Accurate Face Detection for Privacy in Street-view Mapping Applications Combining Face Boosting, Body Boosting and Skin Tone Detectors

Alexandre Devaux , Frédéric Precioso , Nicolas Paparoditis , Bertrand Cannelle

IAPR Conference on Machine Vision Applications (MVA), May 2009, Yokohama, Japan. 4 p

Communication dans un congrès hal-00773566v1

Segmentation des muscles oculomoteurs en IRM cérébro-orbitaire pour l'aide au diagnostic de l'exophtalmie

Marine Breuilly , Aymeric Histace , Christophe Portefaix , Bogdan Matuszewski , Frédéric Precioso

GRETSI'09, Sep 2009, Dijon, France. http://hdl.handle.net/2042/29110

Communication dans un congrès hal-00475242v1

Optimization on active learning strategy for object category retrieval

David Gorisse , Matthieu Cord , Frédéric Precioso

16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1873-1876, ⟨10.1109/ICIP.2009.5413554⟩

Communication dans un congrès hal-00773561v1
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Extraction of Windows in facade using Kernel on Graph of Contours

Jean-Emmanuel Haugeard , Sylvie Philipp-Foliguet , Frédéric Precioso , Justine Lebrun

16th Scandinavian Conference on Image Analysis, Jun 2009, Oslo, Norway. pp.646--656

Communication dans un congrès hal-00534841v1

An interactive video content-based retrieval system

Guillermo Cámara-Chávez , Frédéric Precioso , Matthieu Cord , Sylvie Philipp-Foliguet , Arnaldo de Albuquerque Araújo

International Conference on Systems, Signals and Image Processing, Jun 2008, Bratislava, Slovakia. pp.133-136, ⟨10.1109/IWSSIP.2008.4604385⟩

Communication dans un congrès hal-01301582v1

Summarization Scheme Based on Near-Duplicate Analysis

David Gorisse , Frédéric Precioso , Sylvie Philipp-Foliguet , Matthieu Cord

TVS 2008 - 2nd ACM TRECVid Video Summarization Workshop, Oct 2008, Vancouver, Canada. pp.50-54, ⟨10.1145/1463563.1463571⟩

Communication dans un congrès hal-00773552v1

Actor retrieval system based on kernels on bags of bags

Shuji Zhao , Frédéric Precioso , Matthieu Cord , Sylvie Philipp-Foliguet

EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1-6

Communication dans un congrès hal-00773073v1

Fast Approximate Kernel-Based Similarity Search for Image Retrieval Task

David Gorisse , Matthieu Cord , Frédéric Precioso , Sylvie Philipp-Foliguet

ICPR 2008 - 19th International Conference on Pattern Recognition, Dec 2008, Tampa, Florida, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761225⟩

Communication dans un congrès hal-00773556v1
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Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion

Georges Quénot , Jenny Benois-Pineau , Boris Mansencal , Eliana Rossi , Matthieu Cord et al.

TRECVID BBC Rushes Summarization Workshop at ACM Multimedia'08, Oct 2008, Vancouver, BC, Canada. pp.80-84, ⟨10.1145/1463563.1463577⟩

Communication dans un congrès hal-00347902v1
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3D Content-Based Retrieval in Artwork Databases

David Gorisse , Matthieu Cord , Michel Jordan , Sylvie Philipp-Foliguet , Frédéric Precioso

3DTV Conference, May 2007, Kos Island, Greece. pp.1-4, ⟨10.1109/3DTV.2007.4379434⟩

Communication dans un congrès hal-00351637v1
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RETIN: a smart interactive digital media retrieval system

Julien Gony , Matthieu Cord , Sylvie Philipp-Foliguet , Philippe-Henri Gosselin , Frédéric Precioso et al.

ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96

Communication dans un congrès hal-00753148v1

Semi-Supervised Consensus Clustering Based on Frequent Closed Itemsets

Tianshu Yang , Nicolas Pasquier , Frédéric Precioso

PhD Track of the IDA'2020 18th International Symposium on Intelligent Data Analysis (Track cancelled due to the COVID-19 pandemic), Apr 2020, Bodenseeforum, Germany

Poster de conférence hal-02540836v1

Deep learning et description des textes. Architecture méthodologique

Laurent Vanni , Frédéric Precioso

L’intelligence artificielle des textes, Champion, pp.15 - 72, 2021

Chapitre d'ouvrage hal-03230830v1

Visualizing ECG Contribution into Convolutional Neural Network Classification

Yaowei Li , Frédéric Precioso , Chengyu Liu

Feature Engineering and Computational Intelligence in ECG Monitoring, Springer Singapore, pp.157-174, 2020, ⟨10.1007/978-981-15-3824-7_9⟩

Chapitre d'ouvrage hal-03132410v1

Key Passages : From statistics to Deep Learning

Laurent Vanni , Marco Corneli , Dominique Longrée , Damon Mayaffre , Frédéric Precioso

Domenica 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⟩

Chapitre d'ouvrage hal-03099658v1

Analysing the Impact of Rationality on the Italian Electricity Market

Sara Bevilacqua , Célia da Costa Pereira , Eric Guerci , Frédéric Precioso , Claudio Sartori

Modeling 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⟩

Chapitre d'ouvrage halshs-02348101v1
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Introducing Semantics in Short Text Classification

Ameni Bouaziz , Célia da Costa Pereira , Christel Dartigues-Pallez , Frédéric Precioso

Computational Linguistics and Intelligent Text Processing, 9624, pp.433 - 445, 2018, Computational Linguistics and Intelligent Text Processing 17th International Conference, CICLing 2016, Konya, Turkey, April 3–9, 2016, Revised Selected Papers, Part II, 978-3-319-75486-4. ⟨10.1007/978-3-319-75487-1_34⟩

Chapitre d'ouvrage hal-03625724v1
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Les mots des candidats, de « allons » à « vertu »

Damon Mayaffre , Camille Bouzereau , Mélanie Ducoffe , Magali Guaresi , Frédéric Precioso et al.

Pascal Perrineau. Le vote disruptif. Les élections présidentielle et législatives de 2017, Presses SciencesPo, pp.129-152, 2017

Chapitre d'ouvrage hal-01635941v1

Visual Feature extraction and description

Khalifa Djemal , Jean-Pierre Cocquerez , Frédéric Precioso

Benois-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⟩

Chapitre d'ouvrage hal-00765379v1
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Leveraging Computer Vision for Efficient and Scalable Biodiversity Monitoring in Marine Ecosystems: A Multi-Year Study on 3 Ecologically Important Fishes

Bürgi Kilian , Sun Rémy , Bonnaud Elsa , Bouveyron Charles , Diane Lingrand et al.

2026

Pré-publication, Document de travail hal-05527169v1
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Leveraging Multimodal Explanatory Annotations For Video Interpretation With Modality Specific Dataset

Elisa Ancarani , Julie Tores , Lucile Sassatelli , Rémy Sun , Hui-Yin Wu et al.

2026

Pré-publication, Document de travail hal-05462522v1
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MObyGaze: a film dataset of multimodal objectification densely annotated by experts

Julie Tores , Elisa Ancarani , Lucile Sassatelli , Hui-Yin Wu , Clement Bergman et al.

2026

Pré-publication, Document de travail hal-05462496v1

scMusketeers: Addressing imbalanced cell type annotation and batch effect reduction with a modular autoencoder

Antoine Collin , Simon Pelletier , Morgane Fierville , Arnaud Droit , Frédéric Precioso et al.

2024

Pré-publication, Document de travail hal-05407528v1
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Layerwise Early Stopping for Test Time Adaptation

Sabyasachi Sahoo , Mostafa Elaraby , Jonas Ngnawe , Yann Pequignot , Frédéric Precioso et al.

2024

Pré-publication, Document de travail hal-04533467v1

Kernel KMeans clustering splits for end-to-end unsupervised decision trees

Louis Ohl , Pierre-Alexandre Mattei , Mickaël Leclercq , Arnaud Droit , Frédéric Precioso

2024

Pré-publication, Document de travail hal-04504344v1

Faithful and Robust Local Interpretability for Textual Predictions

Gianluigi Lopardo , Frédéric Precioso , Damien Garreau

2024

Pré-publication, Document de travail hal-04394149v1
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Generalised Mutual Information: a Framework for Discriminative Clustering

Louis Ohl , Pierre-Alexandre Mattei , Charles Bouveyron , Warith Harchaoui , Mickaël Leclercq et al.

2023

Pré-publication, Document de travail hal-04198445v1
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Understanding Post-hoc Explainers: The Case of Anchors

Gianluigi Lopardo , Frédéric Precioso , Damien Garreau

2023

Pré-publication, Document de travail hal-04038665v1
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Sparse GEMINI for joint discriminative clustering and feature selection

Louis Ohl , Pierre-Alexandre Mattei , Charles Bouveyron , Mickaël Leclercq , Arnaud Droit et al.

2023

Pré-publication, Document de travail hal-04195208v1
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Knowledge-driven active learning

Gabriele Ciravegna , Frédéric Precioso , Marco Gori

2022

Pré-publication, Document de travail hal-03526510v1

A Multi-stage deep architecture for summary generation of soccer videos

Melissa Sanabria , Thomas Menguy , Frédéric Precioso , Pierre-Alexandre Mattei

2022

Pré-publication, Document de travail hal-03662328v1
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From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture

Laurent Vanni , Marco Corneli , Damon Mayaffre , Frédéric Precioso

2021

Pré-publication, Document de travail hal-03142170v1
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Contours actifs paramétriques pour la segmentation d'images et vidéos

Frédéric Precioso

Interface homme-machine [cs.HC]. Université Nice Sophia Antipolis, 2004. Français. ⟨NNT : ⟩

Thèse tel-00327411v1