Pierre-Francois Marteau - researchr alias

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Viewing Publication 1 - 31 from 31

2022

Open challenges for Machine Learning based Early Decision-Making researchAlexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama 0001, Georges Hébrail, Vincent Lemaire 0001, Pierre-Francois Marteau. sigkdd, 24(2):12-31, 2022. [doi]

2021

Random Partitioning Forest for Point-Wise and Collective Anomaly Detection - Application to Network Intrusion DetectionPierre-Francois Marteau. tifs, 16:2157-2172, 2021. [doi]

2019

Sequence Covering for Efficient Host-Based Intrusion DetectionPierre-Francois Marteau. tifs, 14(4):994-1006, 2019. [doi]

Times Series Averaging and Denoising from a Probabilistic Perspective on Time-Elastic KernelsPierre-Francois Marteau. amcs, 29(2):375-392, 2019. [doi]

2018

Intrusion Detection in Network Systems Through Hybrid Supervised and Unsupervised Machine Learning Process: A Case Study on the ISCX DatasetSaeid Soheily-Khah, Pierre-Francois Marteau, Nicolas Béchet. icdis 2018: 219-226 [doi]

2016

Detecting low-quality reference time series in stream recognitionMarc Dupont, Pierre-Francois Marteau, Nehla Ghouaiel. icpr 2016: 2556-2561 [doi]

2015

On Recursive Edit Distance Kernels With Application to Time Series ClassificationPierre-Francois Marteau, Sylvie Gibet. tnn, 26(6):1121-1133, 2015. [doi]

Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated GesturesPierre-Francois Marteau, Sylvie Gibet, Clément Reverdy. f-egc 2017: 39-59 [doi]

2013

Discrete Elastic Inner Vector Spaces with Application to Time Series and Sequence MiningPierre-Francois Marteau, Nicolas Bonnel, Gildas Ménier. tkde, 25(9):2024-2035, 2013. [doi]

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 2013: 515-522 [doi]

2012

LNA: Fast Protein Structural Comparison Using a Laplacian Characterization of Tertiary StructureNicolas Bonnel, Pierre-Francois Marteau. tcbb, 9(5):1451-1458, 2012. [doi]

2009

Tabu Split and Merge for the Simplification of Polygonal CurvesPierre-Francois Marteau, Gildas Ménier. SMC 2009: 1322-1327 [doi]

Time Warp Edit Distance with Stiffness Adjustment for Time Series MatchingPierre-Francois Marteau. pami, 31(2):306-318, 2009. [doi]

2008

Extending the Edit Distance Using Frequencies of Common CharactersMuhammad Marwan Muhammad Fuad, Pierre-Francois Marteau. DEXA 2008: 150-157 [doi]

Analysis of Human Motion, Based on the Reduction of Multidimensional Captured Data - Application to Hand Gesture Compression, Segmentation and SynthesisSylvie Gibet, Pierre-Francois Marteau. amdo 2008: 72-81 [doi]

Population Control for Multi-agent Based Topical CrawlersAlban Mouton, Pierre-Francois Marteau. isda 2008: 133-137 [doi]

2007

Path Query Routing in Unstructured Peer-to-Peer NetworksNicolas Bonnel, Gildas Ménier, Pierre-Francois Marteau. europar 2007: 479-488 [doi]

Approximation of Curvature and Velocity for Gesture Segmentation and SynthesisSylvie Gibet, Pierre-Francois Marteau. gw 2009: 13-23 [doi]

An effective method for finding best entry points in semi-structured documentsEugen Popovici, Pierre-Francois Marteau, Gildas Ménier. sigir 2007: 851-852 [doi]

2006

Adaptive Multiresolution and Dedicated Elastic Matching in Linear Time Complexity for Time Series Data MiningPierre-Francois Marteau, Gildas Ménier. isda 2006: 700-706 [doi]

Binding Structural Properties to Node and Path Constraints in XML Path RetrievalGildas Ménier, Pierre-Francois Marteau, Nicolas Bonnel. sitis 2009: 327-338 [doi]

SIRIUS XML IR System at INEX 2006: Approximate Matching of Structure and Textual ContentEugen Popovici, Gildas Ménier, Pierre-Francois Marteau. inex 2007: 185-199 [doi]

2005

Adaptive Sampling of Motion Trajectories for Discrete Task-Based Analysis and Synthesis of GesturePierre-Francois Marteau, Sylvie Gibet. gw 2006: 224-235 [doi]

SIRIUS: A Lightweight XML Indexing and Approximate Search System at INEX 2005Eugen Popovici, Gildas Ménier, Pierre-Francois Marteau. inex 2006: 321-335 [doi]

Information Retrieval of Sequential Data in Heterogeneous XML DatabasesEugen Popovici, Pierre-Francois Marteau, Gildas Ménier. amr 2006: 236-250 [doi]

2003

Expressive Gesture Animation Based on Non Parametric Learning of Sensory-Motor ModelsSylvie Gibet, Pierre-Francois Marteau. ca 2003: 79-85 [doi]

Alignement approximatif d arbres pour la recherche d information en contexte dans les données XML hétérogènesPierre-Francois Marteau, Gildas Ménier. tsi, 22(7-8):1011-1034, 2003. [doi]

2001

Models with Biological Relevance to Control Anthropomorphic Limbs: A SurveySylvie Gibet, Pierre-Francois Marteau, Frédéric Julliard. gw 2002: 105-119 [doi]

High-level Specification and Animation of Communicative GesturesSylvie Gibet, Thierry Lebourque, Pierre-Francois Marteau. JCL (JVLC), 12(6):657-687, 2001.

1998

Query Expansion and Classification of Retrieved DocumentsClaude de Loupy, Patrice Bellot, Marc El-Bèze, Pierre-Francois Marteau. trec 1998: 382-389

1994

A self-organized model for the control, planning and learning of nonlinear multi-dimensional systems using a sensory feedbackSylvie Gibet, Pierre-Francois Marteau. apin, 4(4):337-349, 1994. [doi]

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