Pierre-Francois Marteau

Publication Activity (10 Years)

Years Active: 1994-2022
Publications (10 Years): 9

Top Topics

Weighted Averaging

Machine Learning

Intrusion Detection

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-Francois Marteau
Open challenges for Machine Learning based Early Decision-Making research. SIGKDD Explor. 24 (2) (2022)
Pierre-Francois Marteau
Random Partitioning Forest for Point-Wise and Collective Anomaly Detection - Application to Network Intrusion Detection. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Pierre-Francois Marteau
Random Partitioning Forest for Point-Wise and Collective Anomaly Detection - Application to Intrusion Detection. CoRR (2020)
Pierre-Francois Marteau
Sequence Covering for Efficient Host-Based Intrusion Detection. IEEE Trans. Inf. Forensics Secur. 14 (4) (2019)
Pierre-Francois Marteau
Times Series Averaging and Denoising from a Probabilistic Perspective on Time-Elastic Kernels. Int. J. Appl. Math. Comput. Sci. 29 (2) (2019)
Saeid Soheily-Khah, Pierre-Francois Marteau, Nicolas Béchet
Intrusion Detection in Network Systems Through Hybrid Supervised and Unsupervised Machine Learning Process: A Case Study on the ISCX Dataset. ICDIS (2018)
Marc Dupont, Pierre-Francois Marteau, Nehla Ghouaiel
Detecting low-quality reference time series in stream recognition. ICPR (2016)
Pierre-Francois Marteau, Sylvie Gibet, Clément Reverdy
Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures. EGC (best of volume) (2015)
Pierre-Francois Marteau, Sylvie Gibet
On Recursive Edit Distance Kernels With Application to Time Series Classification. IEEE Trans. Neural Networks Learn. Syst. 26 (6) (2015)
Pierre-Francois Marteau, Gildas Ménier
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]. TALN (2) (2013)
Pierre-Francois Marteau, Nicolas Bonnel, Gildas Ménier
Discrete Elastic Inner Vector Spaces with Application to Time Series and Sequence Mining. IEEE Trans. Knowl. Data Eng. 25 (9) (2013)
Nicolas Bonnel, Pierre-Francois Marteau
LNA: Fast Protein Structural Comparison Using a Laplacian Characterization of Tertiary Structure. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (5) (2012)
Pierre-Francois Marteau, Gildas Ménier
Tabu Split and Merge for the Simplification of Polygonal Curves. SMC (2009)
Nicolas Bonnel, Pierre-Francois Marteau, Gildas Ménier
Parallel Random Apollonian Networks CoRR (2009)
Pierre-Francois Marteau
Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching. IEEE Trans. Pattern Anal. Mach. Intell. 31 (2) (2009)
Pierre-Francois Marteau, Gildas Ménier, Eugen Popovici
Weighted Naive Bayes Model for Semi-Structured Document Categorization CoRR (2009)
Eugen Popovici, Gildas Ménier, Pierre-Francois Marteau
Interprétation vague des contraintes structurelles pour la RI dans des corpus de documents XML - Évaluation d'une méthode approchée de RI structurée CoRR (2008)
Alban Mouton, Pierre-Francois Marteau
Population Control for Multi-agent Based Topical Crawlers. ISDA (2) (2008)
Sylvie Gibet, Pierre-Francois Marteau
Analysis of Human Motion, Based on the Reduction of Multidimensional Captured Data - Application to Hand Gesture Compression, Segmentation and Synthesis. AMDO (2008)
Nicolas Bonnel, Gildas Ménier, Pierre-Francois Marteau
Spiral Walk on Triangular Meshes : Adaptive Replication in Data P2P Networks CoRR (2008)
Pierre-Francois Marteau
Time Warp Edit Distance CoRR (2008)
Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau
Extending the Edit Distance Using Frequencies of Common Characters. DEXA (2008)
Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau
The Extended Edit Distance Metric CoRR (2007)
Pierre-Francois Marteau, Gildas Ménier
Multiresolution Approximation of Polygonal Curves in Linear Complexity CoRR (2007)
Eugen Popovici, Pierre-Francois Marteau, Gildas Ménier
An effective method for finding best entry points in semi-structured documents. SIGIR (2007)
Sylvie Gibet, Pierre-Francois Marteau
Approximation of Curvature and Velocity for Gesture Segmentation and Synthesis. Gesture Workshop (2007)
Pierre-Francois Marteau
Time Warp Edit Distance with Stiffness Adjustment for Time Series Matching CoRR (2007)
Pierre-Francois Marteau, Gildas Ménier
Speeding up Simplification of Polygonal Curves using Nested Approximations CoRR (2007)
Nicolas Bonnel, Gildas Ménier, Pierre-Francois Marteau
Path Query Routing in Unstructured Peer-to-Peer Networks. Euro-Par (2007)
Eugen Popovici, Gildas Ménier, Pierre-Francois Marteau
SIRIUS XML IR System at INEX 2006: Approximate Matching of Structure and Textual Content. INEX (2006)
Pierre-Francois Marteau, Gildas Ménier
Adaptive Multiresolution and Dedicated Elastic Matching in Linear Time Complexity for Time Series Data Mining. ISDA (1) (2006)
Gildas Ménier, Pierre-Francois Marteau, Nicolas Bonnel
Binding Structural Properties to Node and Path Constraints in XML Path Retrieval. SITIS (2006)
Eugen Popovici, Pierre-Francois Marteau, Gildas Ménier
Information Retrieval of Sequential Data in Heterogeneous XML Databases. Adaptive Multimedia Retrieval (2005)
Eugen Popovici, Gildas Ménier, Pierre-Francois Marteau
SIRIUS: A Lightweight XML Indexing and Approximate Search System at INEX 2005. INEX (2005)
Pierre-Francois Marteau, Sylvie Gibet
Adaptive Sampling of Motion Trajectories for Discrete Task-Based Analysis and Synthesis of Gesture. Gesture Workshop (2005)
Pierre-Francois Marteau, Gildas Ménier
Alignement approximatif d'arbres pour la recherche d'information en contexte dans les données XML hétérogènes. Tech. Sci. Informatiques 22 (7-8) (2003)
Sylvie Gibet, Pierre-Francois Marteau
Expressive Gesture Animation Based on Non Parametric Learning of Sensory-Motor Models. CASA (2003)
Sylvie Gibet, Thierry Lebourque, Pierre-Francois Marteau
High-level Specification and Animation of Communicative Gestures. J. Vis. Lang. Comput. 12 (6) (2001)
Sylvie Gibet, Pierre-Francois Marteau, Frédéric Julliard
Models with Biological Relevance to Control Anthropomorphic Limbs: A Survey. Gesture Workshop (2001)
Claude de Loupy, Patrice Bellot, Marc El-Bèze, Pierre-Francois Marteau
Query Expansion and Classification of Retrieved Documents. TREC (1998)
Sylvie Gibet, Pierre-Francois Marteau
A self-organized model for the control, planning and learning of nonlinear multi-dimensional systems using a sensory feedback. Appl. Intell. 4 (4) (1994)