Élisa Fromont

90 papers A* 8A 8B 17C 1Journal 30Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FSMODNet: A Closer Look at Few-Shot Detection in Multispectral Data. CoRR Manuel Nkegoum, Minh-Tan Pham, Élisa Fromont, Bruno Avignon, Sébastien Lefèvre
2025	J	`jnl`	From Words to Wavelengths: VLMs for Few-Shot Multispectral Object Detection. CoRR Manuel Nkegoum, Minh-Tan Pham, Élisa Fromont, Bruno Avignon, Sébastien Lefèvre
2023	J	`jnl`	LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2023	—	`conf`	Precise Segmentation for Children Handwriting Analysis by Combining Multiple Deep Models with Online Knowledge. ICDAR (4) Simon Corbillé, Éric Anquetil, Élisa Fromont
2022	B	`ed.`	Advances in Intelligent Data Analysis XX - 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20-22, 2022, Proceedings IDA Tassadit Bouadi, Élisa Fromont, Eyke Hüllermeier
2022	B	`conf`	CATREEN: Context-Aware Code Timing Estimation with Stacked Recurrent Networks. ICTAI Abderaouf N. Amalou, Élisa Fromont, Isabelle Puaut
2022	J	`jnl`	Combination of explicit segmentation with Seq2Seq recognition for fine analysis of children handwriting. Int. J. Document Anal. Recognit. Omar Krichen, Simon Corbillé, Éric Anquetil, Nathalie Girard, Élisa Fromont, Pauline Nerdeux
2022	J	`jnl`	Diversity and Inclusion Activities in EGC - A 2022 Report. SIGKDD Explor. Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, Élisa Fromont, Nicolas Labroche, Guy Melançon, Florence Sèdes, Arnaud Soulet, Alexandre Termier
2022	A	`conf`	Low-cost Multispectral Scene Analysis with Modality Distillation. WACV Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2022	C	`conf`	Membership Inference Attacks on Aggregated Time Series with Linear Programming. SECRYPT Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, Élisa Fromont, Matthieu Simonin
2022	J	`jnl`	On the benefits of self-taught learning for brain decoding. CoRR Elodie Germani, Élisa Fromont, Camille Maumet
2022	J	`jnl`	UniRank: Unimodal Bandit Algorithm for Online Ranking. CoRR Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2022	A*	`conf`	UniRank: Unimodal Bandit Algorithms for Online Ranking. ICML Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2022	J	`jnl`	Unique in the Smart Grid -The Privacy Cost of Fine-Grained Electrical Consumption Data. CoRR Antonin Voyez, Tristan Allard, Gildas Avoine, Pierre Cauchois, Élisa Fromont, Matthieu Simonin
2022	J	`jnl`	Visual Servoing in Autoencoder Latent Space. IEEE Robotics Autom. Lett. Samuel Felton, Pascal Brault, Élisa Fromont, Éric Marchand
2022	J	`jnl`	XEM: An explainable-by-design ensemble method for multivariate time series classification. Data Min. Knowl. Discov. Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2021	B	`conf`	Bandit Algorithm for both Unknown Best Position and Best Item Display on Web Pages. IDA Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2021	B	`conf`	Deep Active Learning from Multispectral Data Through Cross-Modality Prediction Inconsistency. ICIP Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2021	B	`conf`	Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. ICTAI Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier
2021	J	`jnl`	Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. CoRR Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier
2021	A	`conf`	Guided Attentive Feature Fusion for Multispectral Pedestrian Detection. WACV Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2021	A	`conf`	PDF-Distil: including Prediction Disagreements in Feature-based Distillation for object detection. BMVC Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2021	A*	`conf`	Parametric Graph for Unimodal Ranking Bandit. ICML Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont, Boammani Aser Lompo
2021	B	`conf`	Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. ICTAI Gregory Martin, Matthieu Donain, Élisa Fromont, Tias Guns, Laurence Rozé, Alexandre Termier
2021	A*	`conf`	Siame-se(3): regression in se(3) for end-to-end visual servoing. ICRA Samuel Felton, Élisa Fromont, Éric Marchand
2020	J	`jnl`	A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers. CoRR Kevin Fauvel, Véronique Masson, Élisa Fromont
2020	B	`conf`	Adversarial Regularization for Explainable-by-Design Time Series Classification. ICTAI Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard
2020	B	`conf`	Integrating Writing Dynamics in CNN for Online Children Handwriting Recognition. ICFHR Simon Corbillé, Élisa Fromont, Éric Anquetil, Pauline Nerdeux
2020	J	`jnl`	Local Cascade Ensemble for Multivariate Data Classification. CoRR Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2020	—	`conf`	Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. ACCV (4) Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2020	J	`jnl`	Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection. CoRR Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2020	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I ECML/PKDD (1) Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet
2020	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part II ECML/PKDD (2) Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet
2020	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part III ECML/PKDD (3) Ulf Brefeld, Élisa Fromont, Andreas Hotho, Arno J. Knobbe, Marloes H. Maathuis, Céline Robardet
2020	B	`conf`	Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. ICIP Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2020	J	`jnl`	Multispectral Fusion for Object Detection with Cyclic Fuse-and-Refine Blocks. CoRR Heng Zhang, Élisa Fromont, Sébastien Lefèvre, Bruno Avignon
2020	J	`jnl`	Position-Based Multiple-Play Bandits with Thompson Sampling. CoRR Camille-Sovanneary Gauthier, Romaric Gaudel, Élisa Fromont
2020	J	`jnl`	XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. CoRR Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
2019	A	`conf`	From Cost-Sensitive to Tight F-measure Bounds. AISTATS Kevin Bascol, Rémi Emonet, Élisa Fromont, Amaury Habrard, Guillaume Metzler, Marc Sebban
2019	B	`conf`	Improving Domain Adaptation by Source Selection. ICIP Kevin Bascol, Rémi Emonet, Élisa Fromont
2019	J	`jnl`	Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization. CoRR Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard
2019	A*	`conf`	Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. KDD Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier
2018	J	`jnl`	Guest editors introduction to the special issue for the ECML PKDD 2018 journal track. Mach. Learn. Jesse Davis, Björn Bringmann, Élisa Fromont, Derek Greene
2018	J	`jnl`	Introduction to the special issue for the ECML PKDD 2018 journal track. Data Min. Knowl. Discov. Derek Greene, Björn Bringmann, Élisa Fromont, Jesse Davis
2018	J	`jnl`	Learning maximum excluding ellipsoids from imbalanced data with theoretical guarantees. Pattern Recognit. Lett. Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban
2018	B	`conf`	Tree-Based Cost Sensitive Methods for Fraud Detection in Imbalanced Data. IDA Guillaume Metzler, Xavier Badiche, Brahim Belkasmi, Élisa Fromont, Amaury Habrard, Marc Sebban
2017	B	`conf`	Improving Chairlift Security with Deep Learning. IDA Kevin Bascol, Rémi Emonet, Élisa Fromont, Raluca Debusschere
2017	—	`conf`	Mining Frequent Patterns in 2D+t Grid Graphs for Cellular Automata Analysis. GbRPR Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon
2017	J	`jnl`	Multi-task, multi-domain learning: Application to semantic segmentation and pose regression. Neurocomputing Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Natalia Neverova, Alain Trémeau, Christian Wolf
2017	A	`conf`	Residual Conv-Deconv Grid Network for Semantic Segmentation. BMVC Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
2017	J	`jnl`	Residual Conv-Deconv Grid Network for Semantic Segmentation. CoRR Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
2016	—	`conf`	GriMa: A Grid Mining Algorithm for Bag-of-Grid-Based Classification. S+SSPR Romain Deville, Élisa Fromont, Baptiste Jeudy, Christine Solnon
2016	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III ECML/PKDD (3) Bettina Berendt, Björn Bringmann, Élisa Fromont, Gemma C. Garriga, Pauli Miettinen, Nikolaj Tatti, Volker Tresp
2016	B	`conf`	Mixed pooling neural networks for color constancy. ICIP Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
2016	J	`jnl`	Scene classification based on semantic labeling. Adv. Robotics José Carlos Rangel, Miguel Cazorla, Ismael García-Varea, Jesus Martínez-Gómez, Élisa Fromont, Marc Sebban
2016	—	`conf`	Semantic Segmentation via Multi-task, Multi-domain Learning. S+SSPR Damien Fourure, Rémi Emonet, Élisa Fromont, Damien Muselet, Alain Trémeau, Christian Wolf
2016	—	`conf`	Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders. S+SSPR Kevin Bascol, Rémi Emonet, Élisa Fromont, Jean-Marc Odobez
2016	—	`conf`	k-Morik: Mining Patterns to Classify Cartified Images of Katharina. Solving Large Scale Learning Tasks Élisa Fromont, Bart Goethals
2015	B	`ed.`	Advances in Intelligent Data Analysis XIV - 14th International Symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015, Proceedings IDA Élisa Fromont, Tijl De Bie, Matthijs van Leeuwen
2015	—	`conf`	Computing Image Descriptors from Annotations Acquired from External Tools. ROBOT (2) José Carlos Rangel, Miguel Cazorla, Ismael García-Varea, Jesus Martínez-Gómez, Élisa Fromont, Marc Sebban
2015	—	`book`	Mine First to See Better: Constraint-based Data Mining for Computer Vision Applications : Habilitation à Diriger des Recherches. Élisa Fromont
2015	—	`conf`	Supervised spectral subspace clustering for visual dictionary creation in the context of image classification. ACPR Imtiaz Masud Ziko, Élisa Fromont, Damien Muselet, Marc Sebban
2014	A	`conf`	Contextually Constrained Deep Networks for Scene Labeling. BMVC Taygun Kekeç, Rémi Emonet, Élisa Fromont, Alain Trémeau, Christian Wolf
2014	J	`jnl`	Mining Mid-level Features for Image Classification. Int. J. Comput. Vis. Basura Fernando, Élisa Fromont, Tinne Tuytelaars
2014	—	`conf`	Mining Top-K Largest Tiles in a Data Stream. ECML/PKDD (2) Hoang Thanh Lam, Wenjie Pei, Adriana Prado, Baptiste Jeudy, Élisa Fromont
2014	B	`conf`	Unsupervised Tracking from Clustered Graph Patterns. ICPR Fabien Diot, Élisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot
2013	B	`conf`	Accurate Visual Features for Automatic Tag Correction in Videos. IDA Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy
2013	J	`jnl`	Mining spatiotemporal patterns in dynamic plane graphs. Intell. Data Anal. Adriana Prado, Baptiste Jeudy, Élisa Fromont, Fabien Diot
2013	—	`conf`	Unsupervised Video Tag Correction System. EGC Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy, Adrien Martins
2012	J	`jnl`	An inductive database system based on virtual mining views. Data Min. Knowl. Discov. Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet
2012	A*	`conf`	Discriminative feature fusion for image classification. CVPR Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban
2012	—	`conf`	Effective Use of Frequent Itemset Mining for Image Classification. ECCV (1) Basura Fernando, Élisa Fromont, Tinne Tuytelaars
2012	—	`conf`	Graph Mining for Object Tracking in Videos. ECML/PKDD (1) Fabien Diot, Élisa Fromont, Baptiste Jeudy, Emmanuel Marilly, Olivier Martinot
2012	—	`conf`	Speeding Up Syntactic Learning Using Contextual Information. ICGI Leonor Becerra-Bonache, Élisa Fromont, Amaury Habrard, Michaël Perrot, Marc Sebban
2012	J	`jnl`	Supervised learning of Gaussian mixture models for visual vocabulary generation. Pattern Recognit. Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban
2010	—	`ch.`	A Practical Comparative Study Of Data Mining Query Languages. Inductive Databases and Constraint-Based Data Mining Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet
2010	—	`ch.`	Inductive Querying with Virtual Mining Views. Inductive Databases and Constraint-Based Data Mining Hendrik Blockeel, Toon Calders, Élisa Fromont, Adriana Prado, Bart Goethals, Céline Robardet
2010	J	`jnl`	Optimal constraint-based decision tree induction from itemset lattices. Data Min. Knowl. Discov. Siegfried Nijssen, Élisa Fromont
2010	—	`conf`	Weighted Symbols-Based Edit Distance for String-Structured Image Classification. ECML/PKDD (1) Cécile Barat, Christophe Ducottet, Élisa Fromont, Anne-Claire Legrand, Marc Sebban
2009	A	`conf`	Constraint-Based Subspace Clustering. SDM Élisa Fromont, Adriana Prado, Céline Robardet
2009	J	`jnl`	Learning rules from multisource data for cardiac monitoring CoRR Marie-Odile Cordier, Élisa Fromont, Rene Quiniou
2008	A*	`conf`	An inductive database prototype based on virtual mining views. KDD Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado, Céline Robardet
2008	A	`conf`	Intelligent adaptive monitoring for cardiac surveillance. ECAI Lucie Callens, Guy Carrault, Marie-Odile Cordier, Élisa Fromont, François Portet, Rene Quiniou
2008	A*	`conf`	Mining Views: Database Views for Data Mining. ICDE Hendrik Blockeel, Toon Calders, Élisa Fromont, Bart Goethals, Adriana Prado
2007	A*	`conf`	Mining optimal decision trees from itemset lattices. KDD Siegfried Nijssen, Élisa Fromont
2007	—	`conf`	Parallel universes to improve the diagnosis of cardiac arrhythmias. Parallel Universes and Local Patterns Élisa Fromont, Rene Quiniou, Marie-Odile Cordier
2006	—	`conf`	Integrating Decision Tree Learning into Inductive Databases. KDID Élisa Fromont, Hendrik Blockeel, Jan Struyf
2005	—	`—`	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
2005	B	`conf`	Learning Rules from Multisource Data for Cardiac Monitoring. AIME Élisa Fromont, Rene Quiniou, Marie-Odile Cordier
2004	—	`conf`	Learning from Multi-source Data. PKDD Élisa Fromont, Marie-Odile Cordier, Rene Quiniou