PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Elisa Fromont

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Number of EPrints submitted by this user: 14

A Practical Comparative Study of Data Mining Query Languages
Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals and Adriana Prado
In: Inductive Databases and Constraint-Based Data Mining (2010) Springer , pp. 59-78. ISBN 978-1-4419-7737-3

Constraint-based subspace clustering
Elisa Fromont, Céline Robardet and Adriana Prado
In: SIAM DM 2009, 30 Apr - 02 May 2009, Sparks, Nevada, USA.

Learning Rules from Multisource Data for Cardiac Monitoring
Elisa Fromont, René Quiniou and Marie-Odile Cordier
International Journal of Biomedical Engineering and Technology Volume 3, Number 1/2, pp. 133-155, 2010.

Optimal Constraint-based Decision Tree Induction from Itemset Lattices
Elisa Fromont and Siegfried Nijssen
Data Mining and Knowledge Discovery 2009.

An Inductive Database System Based on Virtual Mining Views
Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado and Céline Robardet
Data Mining and Knowledge Discovery Volume 24, Number 1, pp. 247-287, 2011.

Inductive Querying with Virtual Mining Views
Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado and Celine Robardet
In: Inductive Databases and Queries: Constraint-based Data Mining (2010) Springer , pp. 266-288. ISBN 978-1-4419-7737-3

Weighted Symbols-based Edit Distance for String-Structured Image Classification
Elisa Fromont, Christophe Ducottet, Elisa Fromont, Anne-Claire Legrand and Marc Sebban
In: ECML/PKDD'10 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, September 20th to 24th, 2010, Barcelona, Spain.

Accurate Visual Word Construction using a Supervised Approach
Basura Fernando, Elisa Fromont, Damien Muselet and Marc Sebban
In: Image and Vision Computing New Zealand, 2010. IVCNZ '10, Nov 8, 2010 - Nov 9, 2010, Queenstown, New Zealand.

Supervised Learning of Gaussian Mixture Models for Visual Vocabulary Generation
Basura Fernando, Elke Rupp, Damien Muselet and Marc Sebban
Pattern Recognition Volume 45, Number 2, pp. 897-907, 2011.

Mining Spatiotemporal Patterns in Dynamic Plane Graphs
Adriana Prado, Baptiste jeudy, Elisa Fromont and Diot Fabien
Intelligent Data Analysis Volume 17, Number 1, 2011.

Effective Use of Frequent Itemset Mining for Image Classification
Basura Fernando, Elisa Fromont and Tinne Tuytelaars
In: ECCV 2012, 7-13 Oct 2012, Firenze, Italiy.

Discriminative feature fusion for image classification
Basura Fernando, Elisa Fromont, Damien Muselet and Marc Sebban
In: CVPR 2012, 6-21 June 2012, USA.

Graph Mining for Object Tracking in Videos
Fabien Diot, Elisa Fromont, Baptiste Jeudy, Emmanuel Marily and Olivier Martinot
In: ECML/PKDD 2012, Sept 2012, Bristol, UK.

Handwritten Digit Recognition using Edit Distance-Based KNN
marc Bernard, Elisa Fromont, Amaury Habrard and Marc Sebban
In: Teaching Machine Leanring Workshop at ICML 2012, 1/07/2012, Edinburg, UK.