Stochastic model of diphone-like segments based on trajectory concepts. - Pierre-François Marteau; Gérard Bailly; M. T. Janot-Giorgetti (ICASSP, 1988)

A new algorithm for temporal decomposition of speech-application to a numerical model of coarticulation. - Gérard Bailly; Pierre-François Marteau; Christian Abry (ICASSP, 1989)

Gestural Control of Sound Synthesis. - Sylvie Gibet; Pierre-François Marteau (ICMC, 1990)

A self-organized model for the control, planning and learning of nonlinear multi-dimensional systems using a sensory feedback. - Sylvie Gibet; Pierre-Francois Marteau (Appl. Intell., 1994)

Word sense disambiguation using HMM tagger. - Claude de Loupy; Pierre-François Marteau (LREC, 1998)

Query Expansion and Classification of Retrieved Documents. - Claude de Loupy; Patrice Bellot; Marc El-Bèze; Pierre-Francois Marteau (TREC, 1998)

Using Semantic Classification Trees for WSD. - Claude de Loupy; Marc El-Bèze; Pierre-François Marteau (Comput. Humanit., 2000)

Models with Biological Relevance to Control Anthropomorphic Limbs: A Survey. - Sylvie Gibet; Pierre-Francois Marteau; Frédéric Julliard (Gesture Workshop, 2001)

High-level Specification and Animation of Communicative Gestures. - Sylvie Gibet; Thierry Lebourque; Pierre-Francois Marteau (J. Vis. Lang. Comput., 2001)

Expressive Gesture Animation Based on Non Parametric Learning of Sensory-Motor Models. - Sylvie Gibet; Pierre-Francois Marteau (CASA, 2003)

Alignement approximatif d'arbres pour la recherche d'information en contexte dans les données XML hétérogènes. - Pierre-Francois Marteau; Gildas Ménier (Tech. Sci. Informatiques, 2003)

Information Retrieval of Sequential Data in Heterogeneous XML Databases. - Eugen Popovici; Pierre-Francois Marteau; Gildas Ménier (Adaptive Multimedia Retrieval, 2005)

Adaptive Sampling of Motion Trajectories for Discrete Task-Based Analysis and Synthesis of Gesture. - Pierre-Francois Marteau; Sylvie Gibet (Gesture Workshop, 2005)

SIRIUS: A Lightweight XML Indexing and Approximate Search System at INEX 2005. - Eugen Popovici; Gildas Ménier; Pierre-Francois Marteau (INEX, 2005)

Recherche approchée d'information dans une base de documents semi-structurés. - Eugen Popovici; Gildas Ménier; Pierre-François Marteau (CORIA, 2006)

SIRIUS XML IR System at INEX 2006: Approximate Matching of Structure and Textual Content. - Eugen Popovici; Gildas Ménier; Pierre-Francois Marteau (INEX, 2006)

Adaptive Multiresolution and Dedicated Elastic Matching in Linear Time Complexity for Time Series Data Mining. - Pierre-Francois Marteau; Gildas Ménier (ISDA (1), 2006)

Binding Structural Properties to Node and Path Constraints in XML Path Retrieval. - Gildas Ménier; Pierre-Francois Marteau; Nicolas Bonnel 001 (SITIS, 2006)

Path Query Routing in Unstructured Peer-to-Peer Networks. - Nicolas Bonnel 001; Gildas Ménier; Pierre-Francois Marteau (Euro-Par, 2007)

Approximation of Curvature and Velocity for Gesture Segmentation and Synthesis. - Sylvie Gibet; Pierre-Francois Marteau (Gesture Workshop, 2007)

Information Replication Strategy in Unstructured Peer-to-Peer Networks Using Thematic Agents. - Nicolas Bonnel 001; Gildas Ménier; Pierre-François Marteau (ISDA, 2007)

Learning for the Control of Dynamical Motion Systems. - Pierre-François Marteau; Sylvie Gibet (ISDA, 2007)

An effective method for finding best entry points in semi-structured documents. - Eugen Popovici; Pierre-Francois Marteau; Gildas Ménier (SIGIR, 2007)

Multiresolution Approximation of Polygonal Curves in Linear Complexity - Pierre-Francois Marteau; Gildas Ménier (CoRR, 2007)

Interprétation vague des contraintes structurelles pour la RI dans des corpus de documents XML. Évaluation d'une méthode approchée de RI structurée. - Eugen Popovici; Gildas Ménier; Pierre-François Marteau (Document Numérique, 2007)

Analysis of Human Motion, Based on the Reduction of Multidimensional Captured Data - Application to Hand Gesture Compression, Segmentation and Synthesis. - Sylvie Gibet; Pierre-Francois Marteau (AMDO, 2008)

The extended edit distance metric. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (CBMI, 2008)

Extending the Edit Distance Using Frequencies of Common Characters. - Muhammad Marwan Muhammad Fuad; Pierre-Francois Marteau (DEXA, 2008)

Search in P2P triangular mesh by space filling trees. - Nicolas Bonnel 001; Gildas Ménier; Pierre-François Marteau (ICON, 2008)

The multi-resolution extended edit distance. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (Infoscale, 2008)

Population Control for Multi-agent Based Topical Crawlers. - Alban Mouton; Pierre-Francois Marteau (ISDA (2), 2008)

Time Warp Edit Distance - Pierre-Francois Marteau (CoRR, 2008)

Spiral Walk on Triangular Meshes : Adaptive Replication in Data P2P Networks - Nicolas Bonnel 001; Gildas Ménier; Pierre-Francois Marteau (CoRR, 2008)

Proactive Uniform Data Replication by Density Estimation in Apollonian P2P Networks. - Nicolas Bonnel 001; Gildas Ménier; Pierre-François Marteau (Globe, 2009)

Tabu Split and Merge for the Simplification of Polygonal Curves. - Pierre-Francois Marteau; Gildas Ménier (SMC, 2009)

Exploiting Routing Information Encoded into Backlinks to Improve Topical Crawling. - Alban Mouton; Pierre-François Marteau (SoCPaR, 2009)

Weighted Naive Bayes Model for Semi-Structured Document Categorization - Pierre-Francois Marteau; Gildas Ménier; Eugen Popovici (CoRR, 2009)

Parallel Random Apollonian Networks - Nicolas Bonnel 001; Pierre-Francois Marteau; Gildas Ménier (CoRR, 2009)

Speeding up simplification of polygonal curves using nested approximations. - Pierre-François Marteau; Gildas Ménier (Pattern Anal. Appl., 2009)

Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching. - Pierre-Francois Marteau (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Fast Retrieval of Time Series Using a Multi-resolution Filter with Multiple Reduced Spaces. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (ADMA (1), 2010)

Towards a Faster Symbolic Aggregate Approximation Method. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (ICSOFT (1), 2010)

Multi-resolution approach to time series retrieval. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (IDEAS, 2010)

Enhancing the Symbolic Aggregate Approximation Method Using Updated Lookup Tables. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (KES (1), 2010)

Speeding-Up the Similarity Search in Time Series Databases by Coupling Dimensionality Reduction Techniques with a Fast-and-Dirty Filter. - Muhammad Marwan Muhammad Fuad; Pierre-François Marteau (ICSC, 2010)

Constructing Positive Elastic Kernels with Application to Time Series Classification - Pierre-François Marteau; Sylvie Gibet (CoRR, 2010)

Toward a Motor Theory of Sign Language Perception. - Sylvie Gibet; Pierre-François Marteau; Kyle Duarte (Gesture Workshop, 2011)

Discrete Time Elastic Vector Spaces - Pierre-François Marteau (CoRR, 2011)

Geodesic Analysis on the Gaussian RKHS Hypersphere. - Nicolas Courty; Thomas Burger; Pierre-François Marteau (ECML/PKDD (1), 2012)

Discrete Elastic Inner Vector Spaces with Application in Time Series and Sequence Mining - Pierre-François Marteau; Nicolas Bonnel 001; Gildas Ménier (CoRR, 2012)

LNA: Fast Protein Structural Comparison Using a Laplacian Characterization of Tertiary Structure. - Nicolas Bonnel 001; Pierre-Francois Marteau (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Similarities induced by a comparability mapping : meaning and utility in the context of the clustering of comparable texts (Similarités induites par mesure de comparabilité : signification et utilité pour le clustering et l'alignement de textes comparables) [in French]. - Pierre-Francois Marteau; Gildas Ménier (TALN (2), 2013)

Discrete Elastic Inner Vector Spaces with Application to Time Series and Sequence Mining. - Pierre-Francois Marteau; Nicolas Bonnel 001; Gildas Ménier (IEEE Trans. Knowl. Data Eng., 2013)

Challenges for the Animation of Expressive Virtual Characters: The Standpoint of Sign Language and Theatrical Gestures. - Sylvie Gibet; Pamela Carreno-Medrano; Pierre-François Marteau (Dance Notations and Robot Motion, 2014)

Sous échantillonnage et machine à noyaux élastiques pour la classification de données de mouvement capturé. - Pierre-François Marteau; Sylvie Gibet; Clément Reverdy (EGC, 2014)

Down-sampling Coupled to Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. - Pierre-François Marteau; Sylvie Gibet; Clément Reverdy (ICPR, 2014)

Corpus Creation and Perceptual Evaluation of Expressive Theatrical Gestures. - Pamela Carreno-Medrano; Sylvie Gibet; Caroline Larboulette; Pierre-François Marteau (IVA, 2014)

Co-clustering of bilingual datasets as a mean for assisting the construction of thematic bilingual comparable corpora. - Guiyao Ke; Pierre-François Marteau (LREC, 2014)

Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corpora. - Guiyao Ke; Pierre-François Marteau; Gildas Ménier (LREC, 2014)

Sentence Similarity by Combining Explicit Semantic Analysis and Overlapping N-Grams. - Hai Hieu Vu; Jeanne Villaneau; Farida Saïd; Pierre-François Marteau (TSD, 2014)

End-effectors trajectories: An efficient low-dimensional characterization of affective-expressive body motions. - Pamela Carreno-Medrano; Sylvie Gibet; Pierre-François Marteau (ACII, 2015)

Régularisation de noyaux temporellement élastiques et analyse en composantes principales non-linéaire pour la fouille de séries temporelles. - Pierre-François Marteau (EGC, 2015)

Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. - Pierre-Francois Marteau; Sylvie Gibet; Clément Reverdy (EGC (best of volume), 2015)

Gesture control system for mobile robots. - Marc Dupont; Pierre-François Marteau (IHM, 2015)

Coarse-DTW: Exploiting Sparsity in Gesture Time Series. - Marc Dupont; Pierre-François Marteau (AALTD@PKDD/ECML, 2015)

Coarse-DTW for Sparse Time Series Alignment. - Marc Dupont; Pierre-François Marteau (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Mesurer la similarité entre phrases grâce à Wikipédia en utilisant une indexation aléatoire. - Hai Hieu Vu; Jeanne Villaneau; Farida Saïd; Pierre-François Marteau (TALN (long papers), 2015)

Times series averaging from a probabilistic interpretation of time-elastic kernel. - Pierre-François Marteau (CoRR, 2015)

Exploiting a comparability mapping to improve bi-lingual data categorization: a three-mode data analysis perspective. - Pierre-François Marteau; Guiyao Ke (CoRR, 2015)

On Recursive Edit Distance Kernels With Application to Time Series Classification. - Pierre-Francois Marteau; Sylvie Gibet (IEEE Trans. Neural Networks Learn. Syst., 2015)

From Expressive End-Effector Trajectories to Expressive Bodily Motions. - Pamela Carreno-Medrano; Sylvie Gibet; Pierre-François Marteau (CASA, 2016)

Detecting low-quality reference time series in stream recognition. - Marc Dupont; Pierre-Francois Marteau; Nehla Ghouaiel (ICPR, 2016)

Quantitative Evaluation of Percussive Gestures by Ranking Trainees versus Teacher. - Lei Chen; Sylvie Gibet; Pierre-François Marteau; Fabrice Marandola; Marcelo M. Wanderley (MOCO, 2016)

Assessing pattern recognition or labeling in streams of temporal data. - Pierre-François Marteau (CoRR, 2016)

Apprentissage de structures séquentielles pour l'extraction d'entités et de relations dans des textes d'appels d'offres. - Oussama Ahmia; Nicolas Béchet; Pierre-François Marteau (EGC, 2017)

Big Five vs. Prosodic Features as Cues to Detect Abnormality in SSPNET-Personality Corpus. - Cédric Fayet; Arnaud Delhay; Damien Lolive; Pierre-François Marteau (INTERSPEECH, 2017)

Unsupervised Classification of Speaker Profiles as a Point Anomaly Detection Task. - Cédric Fayet; Arnaud Delhay; Damien Lolive; Pierre-François Marteau (LIDTA@PKDD/ECML, 2017)

First Experiments to Detect Anomaly Using Personality Traits vs. Prosodic Features. - Cédric Fayet; Arnaud Delhay; Damien Lolive; Pierre-François Marteau (SPECOM, 2017)

Hybrid Isolation Forest - Application to Intrusion Detection. - Pierre-François Marteau; Saeid Soheily-Khah; Nicolas Béchet (CoRR, 2017)

Continuous pattern detection and recognition in stream - a benchmark for online gesture recognition. - Nehla Ghouaiel; Pierre-François Marteau; Marc Dupont (Int. J. Appl. Pattern Recognit., 2017)

Intrusion Detection in Network Systems Through Hybrid Supervised and Unsupervised Machine Learning Process: A Case Study on the ISCX Dataset. - Saeid Soheily-Khah; Pierre-Francois Marteau; Nicolas Béchet (ICDIS, 2018)

Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications. - Oussama Ahmia; Nicolas Béchet; Pierre-François Marteau (LREC, 2018)

EMO&LY (EMOtion and AnomaLY) : A new corpus for anomaly detection in an audiovisual stream with emotional context. - Cédric Fayet; Arnaud Delhay; Damien Lolive; Pierre-François Marteau (LREC, 2018)

Sequence Covering Similarity for Symbolic Sequence Comparison. - Pierre-François Marteau (CoRR, 2018)

Perceptual Validation for the Generation of Expressive Movements from End-Effector Trajectories. - Pamela Carreno-Medrano; Sylvie Gibet; Pierre-François Marteau (ACM Trans. Interact. Intell. Syst., 2018)

Scott: A Method for Representing Graphs as Rooted Trees for Graph Canonization. - Nicolas Bloyet; Pierre-François Marteau; Emmanuel Frénod (COMPLEX NETWORKS (1), 2019)

Utilité d'un couplage entre Word2Vec et une analyse sémantique latente : expérimentation en catégorisation de données textuelles. - Oussama Ahmia; Nicolas Béchet; Pierre-François Marteau; Alexandre Garel (EGC, 2019)

Étude lexicographique de sous-graphes pour l'élaboration de modèles structures à activité - cas de la chimie organique. - Nicolas Bloyet; Pierre-François Marteau; Emmanuel Frénod (EGC, 2019)

Similarité par recouvrement de séquences pour la fouille de données séquentielles et textuelles. - Pierre-François Marteau; Nicolas Béchet; Oussama Ahmia (EGC, 2019)

Combiner analyse syntaxique de surface et apprentissage supervisé pour la fouille d'opinion ciblée : expérimentations sur des données d'opinion concernant les livres. - Jeanne Villaneau; Stefania Pecore; Farida Saïd; Pierre-François Marteau (EGC, 2019)

Times Series Averaging and Denoising from a Probabilistic Perspective on Time-Elastic Kernels. - Pierre-Francois Marteau (Int. J. Appl. Math. Comput. Sci., 2019)

Sparsification of the alignment path search space in dynamic time warping. - Saeid Soheily-Khah; Pierre-François Marteau (Appl. Soft Comput., 2019)

On the separation of shape and temporal patterns in time series -Application to signature authentication-. - Pierre-François Marteau (CoRR, 2019)

Sequence Covering for Efficient Host-Based Intrusion Detection. - Pierre-Francois Marteau (IEEE Trans. Inf. Forensics Secur., 2019)

Séparation de la forme et du temps dans les séries temporelles - application à l'authentification de signatures. - Pierre-François Marteau (EGC, 2020)

Video Latent Code Interpolation for Anomalous Behavior Detection. - Durand de Gevigney Valentin; Pierre-François Marteau; Arnaud Delhay; Damien Lolive (SMC, 2020)

Random Partitioning Forest for Point-Wise and Collective Anomaly Detection - Application to Intrusion Detection. - Pierre-Francois Marteau (CoRR, 2020)

Random Partitioning Forest for Point-Wise and Collective Anomaly Detection - Application to Network Intrusion Detection. - Pierre-Francois Marteau (IEEE Trans. Inf. Forensics Secur., 2021)

Graphical document representation for french newsletters analysis. - Alexis Blandin; Farida Saïd; Jeanne Villaneau; Pierre-François Marteau (DocEng, 2022)

Chinese public procurement document harvesting pipeline. - Danrun Cao; Oussama Ahmia; Nicolas Béchet; Pierre-François Marteau (DocEng, 2022)

Prédiction des niveaux de risque pollinique à partir de données historiques multi-sources. - Esso-Ridah Bleza; Valérie Monbet; Pierre-François Marteau (EGC, 2022)

DaFNeGE: Dataset of French Newsletters with Graph Representation and Embedding. - Alexis Blandin; Farida Saïd; Jeanne Villaneau; Pierre-François Marteau (TSD, 2022)

Open challenges for Machine Learning based Early Decision-Making research. - Alexis Bondu; Youssef Achenchabe; Albert Bifet; Fabrice Clérot; Antoine Cornuéjols; João Gama 001; Georges Hébrail; Vincent Lemaire 001; Pierre-Francois Marteau (SIGKDD Explor., 2022)

Signing Avatars - Multimodal Challenges for Text-to-sign Generation. - Sylvie Gibet; Pierre-François Marteau (FG, 2023)

A Text-To-SL Synthesis System Using 3D Avatar Technology. - Sylvie Gibet; Pierre-François Marteau (ICASSP Workshops, 2023)

Étude comparative des plongements lexicaux pour l'extraction d'entités nommées en français. - Danrun Cao; Nicolat Béchet; Pierre-François Marteau (CORIA-TALN (1), 2023)

Enrichissement de corpus par approche générative et impact sur les modèles de reconnaissance d'entités nommées. - Danrun Cao; Nicolas Béchet; Pierre-François Marteau; Oussama Ahmia (EGC, 2024)

Spoofed Speech Detection with a Focus on Speaker Embedding. - Hoan My Tran; David Guennec; Philippe Martin; Aghilas Sini; Damien Lolive; Arnaud Delhay; Pierre-François Marteau (INTERSPEECH, 2024)

Time Elastic Neural Networks. - Pierre-François Marteau (CoRR, 2024)

WikiNER-fr-gold: A Gold-Standard NER Corpus. - Danrun Cao; Nicolas Béchet; Pierre-François Marteau (CoRR, 2024)

Textual data augmentation using generative approaches - Impact on named entity recognition tasks. - Danrun Cao; Nicolas Béchet; Pierre-François Marteau; Oussama Ahmia (Data Knowl. Eng., 2025)