Élisa Fromont

发表

Mining Mid-level Features for Image Classification

Tinne Tuytelaars, Basura Fernando, Élisa Fromont, 2014, International Journal of Computer Vision.

Unsupervised Tracking from Clustered Graph Patterns

Emmanuel Marilly, Baptiste Jeudy, Élisa Fromont, 2014, 2014 22nd International Conference on Pattern Recognition.

k-Morik: Mining Patterns to Classify Cartified Images of Katharina

Bart Goethals, Élisa Fromont, Bart Goethals, 2016, Solving Large Scale Learning Tasks.

Mine First to See Better: Constraint-based Data Mining for Computer Vision Applications : Habilitation à Diriger des Recherches

Élisa Fromont, 2015 .

Optimal constraint-based decision tree induction from itemset lattices

Siegfried Nijssen, Élisa Fromont, Siegfried Nijssen, 2010, Data Mining and Knowledge Discovery.

Weighted Symbols-Based Edit Distance for String-Structured Image Classification

Cécile Barat, Christophe Ducottet, Marc Sebban, 2010, ECML/PKDD.

A Practical Comparative Study Of Data Mining Query Languages

Bart Goethals, Hendrik Blockeel, Élisa Fromont, 2010, Inductive Databases and Constraint-Based Data Mining.

Supervised learning of Gaussian mixture models for visual vocabulary generation

Marc Sebban, Damien Muselet, Basura Fernando, 2012, Pattern Recognit..

Intelligent adaptive monitoring for cardiac surveillance

Marie-Odile Cordier, François Portet, Rene Quiniou, 2008, ECAI.

Supervised spectral subspace clustering for visual dictionary creation in the context of image classification

Marc Sebban, Damien Muselet, Élisa Fromont, 2015, 2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR).

Mining Views: Database Views for Data Mining

Toon Calders, Bart Goethals, Hendrik Blockeel, 2008, 2008 IEEE 24th International Conference on Data Engineering.

Mining Top-K Largest Tiles in a Data Stream

Wenjie Pei, Baptiste Jeudy, Élisa Fromont, 2014, ECML/PKDD.

Accurate Visual Features for Automatic Tag Correction in Videos

Hoang-Tung Tran, Baptiste Jeudy, François Jacquenet, 2013, IDA.

Effective Use of Frequent Itemset Mining for Image Classification

Tinne Tuytelaars, Basura Fernando, Élisa Fromont, 2012, ECCV.

Speeding Up Syntactic Learning Using Contextual Information

Leonor Becerra-Bonache, Marc Sebban, Amaury Habrard, 2012, ICGI.

Learning Rules from Multisource Data for Cardiac Monitoring

Marie-Odile Cordier, Rene Quiniou, Élisa Fromont, 2005, AIME.

Discriminative feature fusion for image classification

Marc Sebban, Damien Muselet, Basura Fernando, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Mining spatiotemporal patterns in dynamic plane graphs

Baptiste Jeudy, Élisa Fromont, Fabien Diot, 2013, Intell. Data Anal..

Computing Image Descriptors from Annotations Acquired from External Tools

Miguel Cazorla, Marc Sebban, José Carlos Rangel, 2015, ROBOT.

Parallel universes to improve the diagnosis of cardiac arrhythmias

Marie-Odile Cordier, Rene Quiniou, Élisa Fromont, 2007, Parallel Universes and Local Patterns.

Graph Mining for Object Tracking in Videos

Emmanuel Marilly, Baptiste Jeudy, Élisa Fromont, 2012, ECML/PKDD.

Multi-task, multi-domain learning: Application to semantic segmentation and pose regression

Alain Trémeau, Christian Wolf, Rémi Emonet, 2017, Neurocomputing.

Inductive Querying with Virtual Mining Views

Bart Goethals, Hendrik Blockeel, Élisa Fromont, 2010, Inductive Databases and Constraint-Based Data Mining.

Scene classification based on semantic labeling

Miguel Cazorla, Marc Sebban, José Carlos Rangel, 2016, Adv. Robotics.

Integrating Decision Tree Learning into Inductive Databases

Hendrik Blockeel, Jan Struyf, Élisa Fromont, 2006, KDID.

Introduction to the special issue for the ECML PKDD 2018 journal track

Derek Greene, Jesse Davis, Élisa Fromont, 2018, Data Mining and Knowledge Discovery.

Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders

Jean-Marc Odobez, Rémi Emonet, Élisa Fromont, 2016, S+SSPR.

Unsupervised Video Tag Correction System

Hoang-Tung Tran, Baptiste Jeudy, François Jacquenet, 2013, EGC.

Mining optimal decision trees from itemset lattices

Siegfried Nijssen, Élisa Fromont, Siegfried Nijssen, 2007, KDD '07.

Guest editors introduction to the special issue for the ECML PKDD 2018 journal track

Derek Greene, Jesse Davis, Élisa Fromont, 2018, Machine Learning.

Learning from Multi-source Data

Marie-Odile Cordier, Rene Quiniou, Élisa Fromont, 2004, PKDD.

Apprentissage multisource par programmation logique inductive : application à la caractérisation d'arythmies cardiaques. (Learning rules from multisource data using inductive logic programming:application to cardiac arrhythmias characterization)

Élisa Fromont, Élisa Fromont, 2005 .

Improving Chairlift Security with Deep Learning

Rémi Emonet, Élisa Fromont, Kevin Bascol, 2017, IDA.

Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data

Marc Sebban, Amaury Habrard, Élisa Fromont, 2018, IDA.

Learning maximum excluding ellipsoids from imbalanced data with theoretical guarantees

Marc Sebban, Amaury Habrard, Élisa Fromont, 2018, Pattern Recognit. Lett..

Parametric Graph for Unimodal Ranking Bandit

Romaric Gaudel, Élisa Fromont, Camille-Sovanneary Gauthier, 2021, ICML.

Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages

Romaric Gaudel, Élisa Fromont, Camille-Sovanneary Gauthier, 2021, IDA.

Prediction-Based Fleet Relocation for Free Floating Car Sharing Services

Alexandre Termier, Tias Guns, Laurence Rozé, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

Siame-se(3): regression in se(3) for end-to-end visual servoing

Éric Marchand, Élisa Fromont, Samuel Felton, 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).