Pierre-François Marteau

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 43

Top Topics

Historical Data

Anomaly Detection

Unsupervised Classification

Kernel Machines

Top Venues

Data Knowl. Eng.

Publications

Sylvie Gibet, Pierre-François Marteau
A Text-To-SL Synthesis System Using 3D Avatar Technology. ICASSP Workshops (2023)
Sylvie Gibet, Pierre-François Marteau
Signing Avatars - Multimodal Challenges for Text-to-sign Generation. FG (2023)
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau
Retraction notice to "Pollen risk levels prediction from multi-source historical data" [Data Knowl. Eng. 142 (2022) 102096]. Data Knowl. Eng. 144 (2023)
Alexis Blandin, Farida Saïd, Jeanne Villaneau, Pierre-François Marteau
DaFNeGE: Dataset of French Newsletters with Graph Representation and Embedding. TSD (2022)
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau
Pollen risk levels prediction from multi-source historical data. Data Knowl. Eng. 142 (2022)
Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-François Marteau
Open challenges for Machine Learning based Early Decision-Making research. CoRR (2022)
Danrun Cao, Oussama Ahmia, Nicolas Béchet, Pierre-François Marteau
Chinese public procurement document harvesting pipeline. DocEng (2022)
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau
Prédiction des niveaux de risque pollinique à partir de données historiques multi-sources. EGC (2022)
Alexis Blandin, Farida Saïd, Jeanne Villaneau, Pierre-François Marteau
Graphical document representation for french newsletters analysis. DocEng (2022)
Durand de Gevigney Valentin, Pierre-François Marteau, Arnaud Delhay, Damien Lolive
Video Latent Code Interpolation for Anomalous Behavior Detection. SMC (2020)
Pierre-François Marteau
Séparation de la forme et du temps dans les séries temporelles - application à l'authentification de signatures. EGC (2020)
Nicolas Bloyet, Pierre-François Marteau, Emmanuel Frénod
Étude lexicographique de sous-graphes pour l'élaboration de modèles structures à activité - cas de la chimie organique. EGC (2019)
Nicolas Bloyet, Pierre-François Marteau, Emmanuel Frénod
Scott: A Method for Representing Graphs as Rooted Trees for Graph Canonization. COMPLEX NETWORKS (1) (2019)
Saeid Soheily-Khah, Pierre-François Marteau
Sparsification of the alignment path search space in dynamic time warping. Appl. Soft Comput. 78 (2019)
Pierre-François Marteau
On the separation of shape and temporal patterns in time series -Application to signature authentication-. CoRR (2019)
Oussama Ahmia, Nicolas Béchet, Pierre-François Marteau, Alexandre Garel
Utilité d'un couplage entre Word2Vec et une analyse sémantique latente : expérimentation en catégorisation de données textuelles. EGC (2019)
Jeanne Villaneau, Stefania Pecore, Farida Saïd, Pierre-François Marteau
Combiner analyse syntaxique de surface et apprentissage supervisé pour la fouille d'opinion ciblée : expérimentations sur des données d'opinion concernant les livres. EGC (2019)
Pierre-François Marteau, Nicolas Béchet, Oussama Ahmia
Similarité par recouvrement de séquences pour la fouille de données séquentielles et textuelles. EGC (2019)
Pamela Carreno-Medrano, Sylvie Gibet, Pierre-François Marteau
Perceptual Validation for the Generation of Expressive Movements from End-Effector Trajectories. ACM Trans. Interact. Intell. Syst. 8 (3) (2018)
Pierre-François Marteau
Sequence Covering Similarity for Symbolic Sequence Comparison. CoRR (2018)
Cédric Fayet, Arnaud Delhay, Damien Lolive, Pierre-François Marteau
EMO&LY (EMOtion and AnomaLY) : A new corpus for anomaly detection in an audiovisual stream with emotional context. LREC (2018)
Oussama Ahmia, Nicolas Béchet, Pierre-François Marteau
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications. LREC (2018)
Saeid Soheily-Khah, Pierre-François Marteau
Sparsification of the Alignment Path Search Space in Dynamic Time Warping. CoRR (2017)
Nehla Ghouaiel, Pierre-François Marteau, Marc Dupont
Continuous pattern detection and recognition in stream - a benchmark for online gesture recognition. Int. J. Appl. Pattern Recognit. 4 (2) (2017)
Pierre-François Marteau, Saeid Soheily-Khah, Nicolas Béchet
Hybrid Isolation Forest - Application to Intrusion Detection. CoRR (2017)
Cédric Fayet, Arnaud Delhay, Damien Lolive, Pierre-François Marteau
Big Five vs. Prosodic Features as Cues to Detect Abnormality in SSPNET-Personality Corpus. INTERSPEECH (2017)
Pierre-François Marteau
Sequence Covering for Efficient Host-Based Intrusion Detection. CoRR (2017)
Cédric Fayet, Arnaud Delhay, Damien Lolive, Pierre-François Marteau
First Experiments to Detect Anomaly Using Personality Traits vs. Prosodic Features. SPECOM (2017)
Cédric Fayet, Arnaud Delhay, Damien Lolive, Pierre-François Marteau
Unsupervised Classification of Speaker Profiles as a Point Anomaly Detection Task. LIDTA@PKDD/ECML (2017)
Oussama Ahmia, Nicolas Béchet, Pierre-François Marteau
Apprentissage de structures séquentielles pour l'extraction d'entités et de relations dans des textes d'appels d'offres. EGC (2017)
Lei Chen, Sylvie Gibet, Pierre-François Marteau, Fabrice Marandola, Marcelo M. Wanderley
Quantitative Evaluation of Percussive Gestures by Ranking Trainees versus Teacher. MOCO (2016)
Pamela Carreno-Medrano, Sylvie Gibet, Pierre-François Marteau
From Expressive End-Effector Trajectories to Expressive Bodily Motions. CASA (2016)
Pierre-François Marteau
Assessing pattern recognition or labeling in streams of temporal data. CoRR (2016)
Pierre-François Marteau, Sylvie Gibet, Clément Reverdy
Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. CoRR (2016)
Pierre-François Marteau
Times series averaging and denoising from a probabilistic perspective on time-elastic kernels. CoRR (2016)
Pierre-François Marteau
Times series averaging from a probabilistic interpretation of time-elastic kernel. CoRR (2015)
Marc Dupont, Pierre-François Marteau
Gesture control system for mobile robots. IHM (2015)
Pamela Carreno-Medrano, Sylvie Gibet, Pierre-François Marteau
End-effectors trajectories: An efficient low-dimensional characterization of affective-expressive body motions. ACII (2015)
Marc Dupont, Pierre-François Marteau
Coarse-DTW: Exploiting Sparsity in Gesture Time Series. AALTD@PKDD/ECML (2015)
Pierre-François Marteau
Régularisation de noyaux temporellement élastiques et analyse en composantes principales non-linéaire pour la fouille de séries temporelles. EGC (2015)
Pierre-François Marteau, Guiyao Ke
Exploiting a comparability mapping to improve bi-lingual data categorization: a three-mode data analysis perspective. CoRR (2015)
Hai Hieu Vu, Jeanne Villaneau, Farida Saïd, Pierre-François Marteau
Mesurer la similarité entre phrases grâce à Wikipédia en utilisant une indexation aléatoire. TALN (long papers) (2015)
Marc Dupont, Pierre-François Marteau
Coarse-DTW for Sparse Time Series Alignment. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Pierre-François Marteau, Sylvie Gibet, Clément Reverdy
Down-Sampling coupled to Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. CoRR (2014)
Pamela Carreno-Medrano, Sylvie Gibet, Caroline Larboulette, Pierre-François Marteau
Corpus Creation and Perceptual Evaluation of Expressive Theatrical Gestures. IVA (2014)
Guiyao Ke, Pierre-François Marteau, Gildas Ménier
Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corpora. LREC (2014)
Sylvie Gibet, Pamela Carreno-Medrano, Pierre-François Marteau
Challenges for the Animation of Expressive Virtual Characters: The Standpoint of Sign Language and Theatrical Gestures. Dance Notations and Robot Motion (2014)
Pierre-François Marteau, Sylvie Gibet, Clément Reverdy
Sous échantillonnage et machine à noyaux élastiques pour la classification de données de mouvement capturé. EGC (2014)
Hai Hieu Vu, Jeanne Villaneau, Farida Saïd, Pierre-François Marteau
Sentence Similarity by Combining Explicit Semantic Analysis and Overlapping N-Grams. TSD (2014)
Pierre-François Marteau, Sylvie Gibet, Clément Reverdy
Down-sampling Coupled to Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. ICPR (2014)
Guiyao Ke, Pierre-François Marteau
Co-clustering of bilingual datasets as a mean for assisting the construction of thematic bilingual comparable corpora. LREC (2014)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Towards a faster symbolic aggregate approximation method CoRR (2013)
Sylvie Gibet, Pierre-François Marteau, Kyle Duarte
Toward a Motor Theory of Sign Language Perception CoRR (2012)
Pierre-François Marteau, Nicolas Bonnel, Gildas Ménier
Discrete Elastic Inner Vector Spaces with Application in Time Series and Sequence Mining CoRR (2012)
Nicolas Courty, Thomas Burger, Pierre-François Marteau
Geodesic Analysis on the Gaussian RKHS Hypersphere. ECML/PKDD (1) (2012)
Sylvie Gibet, Pierre-François Marteau, Kyle Duarte
Toward a Motor Theory of Sign Language Perception. Gesture Workshop (2011)
Pierre-François Marteau
Discrete Time Elastic Vector Spaces CoRR (2011)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables. KES (1) (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces. ADMA (1) (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter. ICSC (2010)
Pierre-François Marteau, Sylvie Gibet
Constructing Positive Elastic Kernels with Application to Time Series Classification CoRR (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Multi-resolution approach to time series retrieval. IDEAS (2010)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
Towards a Faster Symbolic Aggregate Approximation Method. ICSOFT (1) (2010)
Nicolas Bonnel, Gildas Ménier, Pierre-François Marteau
Proactive Uniform Data Replication by Density Estimation in Apollonian P2P Networks. Globe (2009)
Pierre-François Marteau, Gildas Ménier
Speeding up simplification of polygonal curves using nested approximations. Pattern Anal. Appl. 12 (4) (2009)
Alban Mouton, Pierre-François Marteau
Exploiting Routing Information Encoded into Backlinks to Improve Topical Crawling. SoCPaR (2009)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
The multi-resolution extended edit distance. Infoscale (2008)
Muhammad Marwan Muhammad Fuad, Pierre-François Marteau
The extended edit distance metric. CBMI (2008)
Nicolas Bonnel, Gildas Ménier, Pierre-François Marteau
Search in P2P triangular mesh by space filling trees. ICON (2008)
Pierre-François Marteau, Sylvie Gibet
Learning for the Control of Dynamical Motion Systems. ISDA (2007)
Eugen Popovici, Gildas Ménier, Pierre-François Marteau
Interprétation vague des contraintes structurelles pour la RI dans des corpus de documents XML. Évaluation d'une méthode approchée de RI structurée. Document Numérique 10 (1) (2007)
Nicolas Bonnel, Gildas Ménier, Pierre-François Marteau
Information Replication Strategy in Unstructured Peer-to-Peer Networks Using Thematic Agents. ISDA (2007)
Eugen Popovici, Gildas Ménier, Pierre-François Marteau
Recherche approchée d'information dans une base de documents semi-structurés. CORIA (2006)
Claude de Loupy, Marc El-Bèze, Pierre-François Marteau
Using Semantic Classification Trees for WSD. Comput. Humanit. 34 (1-2) (2000)
Claude de Loupy, Pierre-François Marteau
Word sense disambiguation using HMM tagger. LREC (1998)
Sylvie Gibet, Pierre-François Marteau
Gestural Control of Sound Synthesis. ICMC (1990)
Gérard Bailly, Pierre-François Marteau, Christian Abry
A new algorithm for temporal decomposition of speech-application to a numerical model of coarticulation. ICASSP (1989)