Alexandre Termier

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 49

Top Topics

Top Venues

Data Min. Knowl. Discov.

Publications

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)
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) (2024)
Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier
Persistence-Based Discretization for Learning Discrete Event Systems from Time Series. CoRR (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating Robust Counterfactual Explanations. ECML/PKDD (3) (2023)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
LCE: An Augmented Combination of Bagging and Boosting in Python. CoRR (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) (2023)
Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Visualiser des explications contrefactuelles pour des données tabulaires. EGC (2023)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Generating robust counterfactual explanations. CoRR (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 (2023)
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) (2022)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A Self-explaining Model for Realistic Counterfactual Generation. ECML/PKDD (1) (2022)
Vanessa Fokou, Peggy Cellier, Maurice Tchuente, Alexandre Termier
QuickFill : travailler plus pour générer moins en synthèse de programmes. EGC (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) (2022)
Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier
TAG: Learning Timed Automata from Logs. AAAI (2022)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
VCNet: A self-explaining model for realistic counterfactual generation. CoRR (2022)
Luis Galárraga, Olivier Pelgrin, Alexandre Termier
HiPaR: Hierarchical Pattern-Aided Regression. PAKDD (1) (2021)
Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. ICTAI (2021)
Luis Galárraga, Olivier Pelgrin, Alexandre Termier
HiPaR: Hierarchical Pattern-aided Regression. CoRR (2021)
Simon Coumes, Tassadit Bouadi, Lhouari Nourine, Alexandre Termier
Skyline Groups Are Ideals. An Efficient Algorithm for Enumerating Skyline Groups. IWOCA (2021)
Gregory Martin, Matthieu Donain, Élisa Fromont, Tias Guns, Laurence Rozé, Alexandre Termier
Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. ICTAI (2021)
Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. CoRR (2021)
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)
Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
Netspot: a simple Intrusion Detection System with statistical learning. TrustCom (2020)
Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier
Widening for MDL-Based Retail Signature Discovery. IDA (2020)
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
Local Cascade Ensemble for Multivariate Data Classification. CoRR (2020)
Kevin Fauvel, Tao Lin, Véronique Masson, Élisa Fromont, Alexandre Termier
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. CoRR (2020)
Mael Gueguen, Olivier Sentieys, Alexandre Termier
Accelerating Itemset Sampling using Satisfiability Constraints on FPGA. DATE (2019)
Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier
Statistically Significant Discriminative Patterns Searching. CoRR (2019)
Willy Ugarte, Samir Loudni, Patrice Boizumault, Bruno Crémilleux, Alexandre Termier
Compressing and Querying Skypattern Cubes. IEA/AIE (2019)
Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier
Agnostic Local Explanation for Time Series Classification. ICTAI (2019)
Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier
Statistically Significant Discriminative Patterns Searching. DaWaK (2019)
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)
Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. KDD (2019)
Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier
Data Science Techniques for Sustainable Dairy Management. ERCIM News 2018 (113) (2018)
Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux
Mining Periodic Patterns with a MDL Criterion. ECML/PKDD (2) (2018)
Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux
Mining Periodic Patterns with a MDL Criterion. CoRR (2018)
Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
Are your data gathered? KDD (2018)
Vincent Leroy, Martin Kirchgessner, Alexandre Termier, Sihem Amer-Yahia
TopPI: An efficient algorithm for item-centric mining. Inf. Syst. 64 (2017)
Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier
Topic Signatures in Political Campaign Speeches. EMNLP (2017)
Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier
Purchase Signatures of Retail Customers. PAKDD (1) (2017)
Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier
Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns. DARE@PKDD/ECML (2017)
Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
Anomaly Detection in Streams with Extreme Value Theory. KDD (2017)
Remy Dautriche, Alexandre Termier, Renaud Blanch, Miguel Santana
Towards Visualizing Hidden Structures. ICDM Workshops (2016)
Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset
TopPI: An Efficient Algorithm for Item-Centric Mining. DaWaK (2016)
Willy Ugarte, Alexandre Termier, Miguel Santana
Steady Patterns. ICDM Workshops (2016)
Hoang-Son Pham, Dominique Lavenier, Alexandre Termier
Identifying Genetic Variant Combinations Using Skypatterns. DEXA Workshops (2016)
Rémy Dautriche, Renaud Blanch, Alexandre Termier, Miguel Santana
TraceViz: a visualization framework for interactive analysis of execution traces. IHM (2016)
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. EDBT (2016)
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
binary matrix factorization. Intell. Data Anal. 20 (4) (2016)
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
Improved Local Search for Binary Matrix Factorization. AAAI (2015)
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier
Interactive User Group Analysis. CIKM (2015)
Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier
Selecting representative instances from datasets. DSAA (2015)
Oleg Iegorov, Vincent Leroy, Alexandre Termier, Jean-François Méhaut, Miguel Santana
Data mining approach to temporal debugging of embedded streaming applications. EMSOFT (2015)
Trong Dinh Thac Do, Alexandre Termier, Anne Laurent, Benjamin Négrevergne, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
PGLCM: efficient parallel mining of closed frequent gradual itemsets. Knowl. Inf. Syst. 43 (3) (2015)
Serge Vladimir Emteu Tchagou, Alexandre Termier, Jean-François Méhaut, Brice Videau, Miguel Santana, René Quiniou
Reducing trace size in multimedia applications endurance tests. DATE (2015)
Benjamin Négrevergne, Alexandre Termier, Marie-Christine Rousset, Jean-François Méhaut
Para Miner: a generic pattern mining algorithm for multi-core architectures. Data Min. Knowl. Discov. 28 (3) (2014)
Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot
Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces. DATE (2014)
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
Itemset approximation using Constrained Binary Matrix Factorization. DSAA (2014)
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier, Aurélie Bertaux, Éric Gaussier, Marie-Christine Rousset
Towards a Framework for Semantic Exploration of Frequent Patterns. IMMoA (2013)
Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot
Data mining MPSoC simulation traces to identify concurrent memory access patterns. DATE (2013)
Christiane Kamdem Kengne, Léon Constantin Fopa, Alexandre Termier, Noha Ibrahim, Marie-Christine Rousset, Takashi Washio, Miguel Santana
Efficiently rewriting large multimedia application execution traces with few event sequences. KDD (2013)
Christiane Kamdem Kengne, Léon Constantin Fopa, Noha Ibrahim, Alexandre Termier, Marie-Christine Rousset, Takashi Washio
Enhancing the Analysis of Large Multimedia Applications Execution Traces with FrameMiner. ICDM Workshops (2012)
Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot
Automatic congestion detection in MPSoC programs using data mining on simulation traces. RSP (2012)
Patricia López Cueva, Aurélie Bertaux, Alexandre Termier, Jean-François Méhaut, Miguel Santana
Debugging embedded multimedia application traces through periodic pattern mining. EMSOFT (2012)
Rémi Tournaire, Jean-Marc Petit, Marie-Christine Rousset, Alexandre Termier
Discovery of Probabilistic Mappings between Taxonomies: Principles and Experiments. J. Data Semant. 15 (2011)
Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
PGP-mc : extraction parallèle efficace de motifs graduels. EGC (2010)
Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns. DASFAA (1) (2010)
Rémi Tournaire, Jean-Marc Petit, Marie-Christine Rousset, Alexandre Termier
Combining Logic and Probabilities for Discovering Mappings between Taxonomies. KSEM (2010)
Benjamin Négrevergne, Jean-François Méhaut, Alexandre Termier, Takeaki Uno
Découverte d'itemsets fréquents fermés sur architecture multicoeurs. EGC (2010)
Trong Dinh Thac Do, Anne Laurent, Alexandre Termier
PGLCM: Efficient Parallel Mining of Closed Frequent Gradual Itemsets. ICDM (2010)
Benjamin Négrevergne, Alexandre Termier, Jean-François Méhaut, Takeaki Uno
Discovering closed frequent itemsets on multicore: Parallelizing computations and optimizing memory accesses. HPCS (2010)
Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
Efficient Parallel Mining of Gradual Patterns on Multicore Processors. EGC (best of volume) (2010)
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda
DryadeParent, An Efficient and Robust Closed Attribute Tree Mining Algorithm. IEEE Trans. Knowl. Data Eng. 20 (3) (2008)
Alexandre Termier, Yoshinori Tamada, Kazuyuki Numata, Seiya Imoto, Takashi Washio, Tomoyuki Higuchi
DIGDAG, a First Algorithm to Mine Closed Frequent Embedded Sub-DAGs. MLG (2007)
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda
Efficient Mining of High Branching Factor Attribute Trees. ICDM (2005)
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag
DRYADE: A New Approach for Discovering Closed Frequent Trees in Heterogeneous Tree Databases. ICDM (2004)
Helka Folch, Benoit Habert, Michèle Jardino, Nathalie Pernelle, Marie-Christine Rousset, Alexandre Termier
Highlighting Latent Structure in Documents. LREC (2004)
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag
TreeFinder: a First Step towards XML Data Mining. ICDM (2002)
Jeroen Eggermont, Tom Lenaerts, Sanna Pöyhönen, Alexandre Termier
Raising the Dead: Extending Evolutionary Algorithms with a Case-Based Memory. EuroGP (2001)
Alexandre Termier, Michèle Sebag, Marie-Christine Rousset
Combining Statistics and Semantics for Word and Document Clustering. Workshop on Ontology Learning (2001)