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Frédéric Precioso

124
Documents

Publications

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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
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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
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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

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

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 hal-00773031v1

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 hal-00773102v1
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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
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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Interpretable Neural-Symbolic Concept Reasoning

Pietro Barbiero , Gabriele Ciravegna , Francesco Giannini , Mateo Espinosa Zarlenga , Lucie Charlotte Magister
International Conference on Machine Learning (ICML), Jul 2023, Hawaii, United States. ⟨10.48550/arXiv.2304.14068⟩
Communication dans un congrès hal-04244362v1

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

Alessandro Betti , Gabriele Ciravegna , Marco Gori , Stefano Melacci , Kevin Mottin
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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Taming the Diversity of Computational Notebooks

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

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
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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

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

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

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

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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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

Generalised Mutual Information for Discriminative Clustering

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

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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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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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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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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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

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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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
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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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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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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

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

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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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
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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

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
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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

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
Workshop on Multiview Relationships in 3D Data (MVR3D, ICCV workshop), Oct 2017, Venice, Italy
Communication dans un congrès hal-01635013v1

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
International Conference on Image Processing (ICIP´2016), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532918⟩
Communication dans un congrès hal-01484111v1

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
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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
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
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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

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
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
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

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

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

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

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

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

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
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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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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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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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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
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-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

Segmentation of Cellular Structures in Actin Tagged Fluorescence Confocal Microscopy Images

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

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

Text Detection and Recognition in Urban Scenes

Rodrigo Minetto , Nicolas Thome , Matthieu Cord , Jorge Stolfi , Frédéric Precioso
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

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

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
Image document

IRIM at TRECVID 2011: Semantic Indexing and Instance Search

Bertrand Delezoide , Frédéric Precioso , Philippe-Henri Gosselin , Miriam Redi , Bernard Merialdo
TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p
Communication dans un congrès hal-00677651v1

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

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

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
Image document

IRIM at TRECVID 2010: Semantic Indexing and Instance Search

David Gorisse , Frédéric Precioso , Philippe-Henri Gosselin , Lionel Granjon , Denis Pellerin
TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States
Communication dans un congrès hal-00591099v1

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
MICCAI (Workshop on Prostate Cancer Imaging), Sep 2010, Beijing, China. pp.131-142
Communication dans un congrès hal-00527645v1

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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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
TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States
Communication dans un congrès hal-00953839v1
Image document

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

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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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
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IRIM at TRECVID2009: High Level Feature Extraction

Bertrand Delezoide , Hervé Le Borgne , Pierre-Alain Moëllic , David Gorisse , Frédéric Precioso
TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States
Communication dans un congrès hal-00468199v1
Image document

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
Image document

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

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

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

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

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
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RETIN: a smart interactive digital media retrieval system

Julien Gony , Matthieu Cord , Sylvie Philipp-Foliguet , Philippe-Henri Gosselin , Frédéric Precioso
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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Les mots des candidats, de « allons » à « vertu »

Damon Mayaffre , Camille Bouzereau , Mélanie Ducoffe , Magali Guaresi , Frédéric Precioso
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
Image document

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