PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Marc Sebban

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Number of EPrints submitted by this user: 12

Learning Stochastic Edit Distance: application in handwritten character recognition
Jose Oncina and Marc Sebban
Journal of Pattern Recognition Volume 39, Number 9, pp. 1575-1587, 2006.

Learning Similarity between Tree Structured Data: Application to Image Recognition
Laurent Boyer, Amaury Habrard and Marc Sebban
In: 18th European Conference on Machine Learning, 17-21 Sep 2007, Warsaw, Poland.

Melody Recognition with Learned Edit Distances
Amaury Habrard, José Iñesta, David Rizo and Marc Sebban
In: S+SSPR 2008, december 2008, Orlando, USA.

Learning probabilistic models of tree edit distance
Marc Bernard, Laurent Boyer, Amaury Habrard and Marc Sebban
Pattern Recognition Volume 41, Number 8, pp. 2611-2629, 2008.

A Lower Bound on the Sample Size needed to perform a Significant Frequent Pattern Mining Task
Stéphanie Jacquemont, François Jacquenet and Marc Sebban
Pattern Recognition Letters Volume 30, Number 11, pp. 960-967, 2009.

Boosting Classifiers Built from Different Subsets of Features
Jean-Christophe Janodet, Marc Sebban and Henri-Maxime Suchier
Fundamenta Informaticae Volume 96, Number 1-2, pp. 89-109, 2009. ISSN 0169-2968 (Print) 1875-8681 (Online)

Discovering Patterns in Flows: a Privacy Preserving Approach with the ACSM Prototype
Stéphanie Jacquemont, François Jacquenet and Marc Sebban
In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2009), 7-11 Sept 2009, Bled, Slovenia.

Learning Constrained Edit State Machines
Laurent Boyer, Olivier Gandrillon, Amaury Habrard, Mathilde Pellerin and Marc Sebban
In: 21st International Conference on Tools with Artificial Intelligence, November 2-5, 2009, Newark (NYC Metropolitan Area), New Jersey, USA.

Learning state machine-based string edit kernels
Aurélien Bellet, Marc Bernard and Marc Sebban
Pattern Recognition 2010.

Weighted Symbols-Based Edit Distance for String-Structured Image Classification
Cécile Barat, Christophe Ducottet, Elisa Fromont, Anne-Claire Legrand and Marc Sebban
In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 20 september - 24 septembre 2010, Barcelona, Spain.

Domain Adaptation with Good Edit Similarities: A Sparse Way to Deal with Scaling and Rotation Problems in Image Classification
Amaury Habrard, Jean-Philippe Peyrache and Marc Sebban
In: IEEE 23rd International Conference on Tools with Artificial Intelligence, ICTAI 2011, November 7-9, United States.

Using the H-Divergence to Prune Probabilistic Automata
Marc Bernard, Baptiste Jeudy, Jean-Philippe Peyrache, Marc Sebban and Franck Thollard
In: IEEE 23rd International Conference on Tools with Artificial Intelligence, ICTAI 2011, November 7-9, United States.