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Publication search results
found 84 matches
- 2024
- Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier:
Sky-signatures: detecting and characterizing recurrent behavior in sequential data. Data Min. Knowl. Discov. 38(2): 372-419 (2024) - Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier:
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. AAAI 2024: 13094-13103 - 2023
- Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Visualiser des explications contrefactuelles pour des données tabulaires. EGC 2023: 557-564 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating Robust Counterfactual Explanations. ECML/PKDD (3) 2023: 394-409 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) 2023: 330-334 - Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier:
Persistence-Based Discretization for Learning Discrete Event Systems from Time Series. CoRR abs/2301.05041 (2023) - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating robust counterfactual explanations. CoRR abs/2304.12943 (2023) - Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier:
LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR abs/2308.07250 (2023) - Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier:
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. CoRR abs/2312.12115 (2023) - 2022
- Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier:
XEM: An explainable-by-design ensemble method for multivariate time series classification. Data Min. Knowl. Discov. 36(3): 917-957 (2022) - Sihem Amer-Yahia, Angela Bonifati, Cécile Favre, Élisa Fromont, Nicolas Labroche, Guy Melançon, Florence Sèdes, Arnaud Soulet, Alexandre Termier:
Diversity and Inclusion Activities in EGC - A 2022 Report. SIGKDD Explor. 24(1): 52-56 (2022) - Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier:
TAG: Learning Timed Automata from Logs. AAAI 2022: 3949-3958 - Vanessa Fokou, Peggy Cellier, Maurice Tchuenté, Alexandre Termier:
QuickFill : travailler plus pour générer moins en synthèse de programmes. EGC 2022: 461-468 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) 2022: 437-453 - Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
VCNet: A self-explaining model for realistic counterfactual generation. CoRR abs/2212.10847 (2022) - 2021
- Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier:
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. ICTAI 2021: 1295-1299 - Gregory Martin, Matthieu Donain, Élisa Fromont, Tias Guns, Laurence Rozé, Alexandre Termier:
Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. ICTAI 2021: 1187-1191 - Simon Coumes, Tassadit Bouadi, Lhouari Nourine, Alexandre Termier:
Skyline Groups Are Ideals. An Efficient Algorithm for Enumerating Skyline Groups. IWOCA 2021: 223-236 - Luis Galárraga, Olivier Pelgrin, Alexandre Termier:
HiPaR: Hierarchical Pattern-Aided Regression. PAKDD (1) 2021: 320-332 - Luis Galárraga, Olivier Pelgrin, Alexandre Termier:
HiPaR: Hierarchical Pattern-aided Regression. CoRR abs/2102.12370 (2021) - Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier:
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. CoRR abs/2109.07519 (2021) - 2020
- Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier:
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning. AAAI 2020: 403-411 - Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier:
Widening for MDL-Based Retail Signature Discovery. IDA 2020: 197-209 - Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët:
Netspot: a simple Intrusion Detection System with statistical learning. TrustCom 2020: 911-918 - Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier:
Local Cascade Ensemble for Multivariate Data Classification. CoRR abs/2005.03645 (2020) - Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier:
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. CoRR abs/2009.04796 (2020) - 2019
- Mael Gueguen, Olivier Sentieys, Alexandre Termier:
Accelerating Itemset Sampling using Satisfiability Constraints on FPGA. DATE 2019: 1046-1051 - Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier:
Statistically Significant Discriminative Patterns Searching. DaWaK 2019: 105-115 - Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier:
Agnostic Local Explanation for Time Series Classification. ICTAI 2019: 432-439 - Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier:
Toward a Framework for Seasonal Time Series Forecasting Using Clustering. IDEAL (1) 2019: 328-340
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