Frédéric Precioso

ACM Journal on Computing and Cultural Heritage, 2022

Concept Embedding Models.

[BibT_eX]

[DOI]

Mateo Espinosa Zarlenga

Michelangelo Diligenti

CoRR, 2022

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

[BibT_eX]

[DOI]

Melissa Sanabria

Pierre-Alexandre Mattei

Thomas Menguy

CoRR, 2022

Evolvable SPL management with partial knowledge: an application to anomaly detection in time series.

[BibT_eX]

[DOI]

Yassine El Amraoui

Mireille Blay-Fornarino

Philippe Collet

Julien Muller

Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022

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

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off.

[BibT_eX]

[DOI]

Mateo Espinosa Zarlenga

Michelangelo Diligenti

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Generalised Mutual Information for Discriminative Clustering.

[BibT_eX]

[DOI]

Louis Ohl

Pierre-Alexandre Mattei

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario.

[BibT_eX]

[DOI]

Stefano D'Angelo

Fabien Gandon

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Knowledge-driven Active Learning.

[BibT_eX]

[DOI]

Gabriele Ciravegna

Marco Gori

CoRR, 2021

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

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture.

[BibT_eX]

[DOI]

CoRR, 2020

User-Adaptive Rotational Snap-Cutting for Streamed 360º Videos.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Intelligent Cinematography and Editing, 2020

A unified evaluation framework for head motion prediction methods in 360° videos.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Multimedia Systems Conference, 2020

Profiling Actions for Sport Video Summarization: An attention signal analysis.

[BibT_eX]

[DOI]

Melissa Sanabria

Thomas Menguy

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Hierarchical Multimodal Attention for Deep Video Summarization.

[BibT_eX]

[DOI]

Melissa Sanabria

Thomas Menguy

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Track: a Multi-Modal Deep Architecture for Head Motion Prediction in 360<sup>°</sup> Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management.

[BibT_eX]

[DOI]

Tianshu Yang

Proceedings of the 9th International Conference on Data Science, 2020

Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Revisiting Deep Architectures for Head Motion Prediction in 360° Videos.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptive Bayesian Linear Regression for Automated Machine Learning.

[BibT_eX]

[DOI]

Weilin Zhou

CoRR, 2019

Deep Learning for Identification of Adverse Drug Reaction Relations.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Symposium on Signal Processing Systems, 2019

A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market.

[BibT_eX]

[DOI]

Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

When DevOps Meets Meta-Learning: A Portfolio to Rule them all.

[BibT_eX]

[DOI]

Benjamin Benni

Mireille Blay-Fornarino

Sébastien Mosser

Günther Jungbluth

Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019

A Deep Architecture for Multimodal Summarization of Soccer Games.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, 2019

Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator.

[BibT_eX]

[DOI]

Souad Chaabouni

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Analysing the Impact of Rationality on the Italian Electricity Market.

[BibT_eX]

[DOI]

Sara Bevilacqua

Eric Guerci

Claudio Sartori

Proceedings of the Modeling Decisions for Artificial Intelligence, 2019

Analysis of temporal alignment for Video Classification.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

Adversarial Active Learning for Deep Networks: a Margin Based Approach.

[BibT_eX]

[DOI]

Melanie Ducoffe

CoRR, 2018

Foveated streaming of virtual reality videos.

[BibT_eX]

[DOI]

John Anderson García Heano

Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Named Entity Recognition using Neural Networks for Clinical Notes.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Medication and Adverse Drug Event Detection, 2018

An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation.

[BibT_eX]

[DOI]

Pascal Staccini

Michel Riveill

Proceedings of the High Performance Computing - 5th Latin American Conference, 2018

Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

KPPF: Keypoint-Based Point-Pair-Feature for Scalable Automatic Global Registration of Large RGB-D Scans.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee.

[BibT_eX]

[DOI]

Melanie Ducoffe

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction.

[BibT_eX]

[DOI]

Katy Blanc

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

AF Detection and ECG Classification based on Convolutional Recurrent Neural Network.

[BibT_eX]

[DOI]

Mohamed Limam

Proceedings of the Computing in Cardiology, 2017

Handling Noisy Labels in Gaze-Based CBIR System.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016

Fine-grained object recognition in underwater visual data.

[BibT_eX]

[DOI]

Concetto Spampinato

Simone Palazzo

Pierre-Hugues Joalland

Multim. Tools Appl., 2016

Using Closed Patterns to Solve the Consensus Clustering Problem.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2016

Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Interactive generic learning method (IGLM): a new approach to interactive short text classification.

[BibT_eX]

[DOI]

Ameni Bouaziz

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution.

[BibT_eX]

[DOI]

Cécile Camillieri

Luca Parisi

Mireille Blay-Fornarino

Michel Riveill

Joël Cancela Vaz

Proceedings of the 10th Workshop on Models and Evolution co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MODELS 2016), 2016

Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

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

[BibT_eX]

[DOI]

A. Aly Halim

Michel Riveill

Abderrahim Benslimane

Salma A. Ghoneim

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Frequent Closed Patterns Based Multiple Consensus Clustering.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Introducing Semantics in Short Text Classification.

[BibT_eX]

[DOI]

Ameni Bouaziz

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Catching Relevance in One Glimpse: Food or Not Food?

[BibT_eX]

[DOI]

Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015

Assessment of algorithms for mitosis detection in breast cancer histopathology images.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

QBDC: Query by dropout committee for training deep supervised architecture.

[BibT_eX]

[DOI]

Melanie Ducoffe

CoRR, 2015

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

[BibT_eX]

[DOI]

Romaric Pighetti

Denis Pallez

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Comparative Study of Recent Multimodal Evolutionary Algorithms.

[BibT_eX]

[DOI]

Romaric Pighetti

Denis Pallez

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Recipe recognition with large multimodal food dataset.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

One gaze is worth ten thousand (key-)words.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Boosted kernel for image categorization.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2014

Fish Species Recognition from Video using SVM Classifier.

[BibT_eX]

[DOI]

Katy Blanc

Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014

Statistical region-based active contour using optimization of alpha-divergence family for image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Short Text Classification Using Semantic Random Forest.

[BibT_eX]

[DOI]

Ameni Bouaziz

Patrick Lloret

Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Plant Species Recognition using Bag-Of-Word with SVM Classifier in the Context of the LifeCLEF Challenge.

[BibT_eX]

[DOI]

Mohamed Issolah

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.

[BibT_eX]

[DOI]

Medical Image Anal., 2013

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

[BibT_eX]

[DOI]

Yan Zhang

J. Math. Imaging Vis., 2013

SIFT, BoW Architecture and one-against-all Support Vector Machine.

[BibT_eX]

[DOI]

Mohamed Issolah

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

Locality-Sensitive Hashing for Chi2 Distance.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure.

[BibT_eX]

Franck Carreiras

Proceedings of the VISAPP 2012, 2012

A Tensor Based on Optical Flow for Global Description of Motion in Videos.

[BibT_eX]

[DOI]

Virgínia Fernandes Mota

Eder de Almeida Perez

Marcelo Bernardes Vieira

Luiz Maurilio Maciel

Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

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

[BibT_eX]

[DOI]

Romaric Pighetti

Denis Pallez

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Boosting kernel combination for multi-class image categorization.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

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

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Linear kernel combination using boosting.

[BibT_eX]

[DOI]

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Incremental kernel learning for active image retrieval without global dictionaries.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

SALSAS: Sub-linear active learning strategy with approximate k-NN search.

[BibT_eX]

[DOI]

Pattern Recognit., 2011

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

[BibT_eX]

[DOI]

Multim. Tools Appl., 2011

IRIM at TRECVID 2011 : Semantic Indexing and Instance Search.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Efficient Bag-of-Feature kernel representation for image similarity search.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Confocal microscopy segmentation using active contour based on (α)-divergence.

[BibT_eX]

[DOI]

Mark F. Murphy

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Segmentation of cellular structures in actin tagged fluorescence confocal microscopy images.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Text detection and recognition in urban scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Texture based Markovian modelling for image retrieval.

[BibT_eX]

[DOI]

Dalila Benboudjema

Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011

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

[BibT_eX]

[DOI]

Yan Zhang

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

IRIM at TRECVID 2010 : Semantic Indexing and Instance Search.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

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

[BibT_eX]

[DOI]

Yan Zhang

Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Active Boosting for Interactive Object Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

STTK-based video object recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Scalable active learning strategy for object category retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2009

IRIM at TRECVID 2009 : High Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Extraction of Windows in Facade Using Kernel on Graph of Contours.

[BibT_eX]

[DOI]

Jean-Emmanuel Haugeard

Justine Lebrun

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Face Blurring for Privacy in Street-level Geoviewers Combining Face, Body and Skin Detectors.

[BibT_eX]

[DOI]

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Spatio-Temporal Tube Kernel for actor retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Windows and facades retrieval using similarity on graph of contours.

[BibT_eX]

[DOI]

Jean-Emmanuel Haugeard

Proceedings of the International Conference on Image Processing, 2009

Optimization on active learning strategy for object category retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

2008

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Summarization scheme based on near-duplicate analysis.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Fast approximate kernel-based similarity search for image retrieval task.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Actor retrieval system based on kernels on bags of bags.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

RETIN: a smart interactive digital media retrieval system.

[BibT_eX]

[DOI]

Julien Gony

Michel Jordan

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

Shot Boundary Detection at TRECVID 2006.

[BibT_eX]

[DOI]

Guillermo Cámara Chávez

Arnaldo de Albuquerque Araújo

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Video Segmentation by Supervised Learning.

[BibT_eX]

[DOI]

Guillermo Cámara Chávez

Arnaldo de Albuquerque Araújo

Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

Robust scene cut detection by supervised learning.

[BibT_eX]

[DOI]

Guillermo Cámara Chávez