Raising the Dead: Extending Evolutionary Algorithms with a Case-Based Memory. - Jeroen Eggermont; Tom Lenaerts; Sanna Pöyhönen; Alexandre Termier (EuroGP, 2001)

Combining Statistics and Semantics for Word and Document Clustering. - Alexandre Termier; Michèle Sebag; Marie-Christine Rousset (Workshop on Ontology Learning, 2001)

TreeFinder: a First Step towards XML Data Mining. - Alexandre Termier; Marie-Christine Rousset; Michèle Sebag (ICDM, 2002)

DRYADE: A New Approach for Discovering Closed Frequent Trees in Heterogeneous Tree Databases. - Alexandre Termier; Marie-Christine Rousset; Michèle Sebag (ICDM, 2004)

Highlighting Latent Structure in Documents. - Helka Folch; Benoit Habert; Michèle Jardino; Nathalie Pernelle; Marie-Christine Rousset; Alexandre Termier (LREC, 2004)

Efficient Mining of High Branching Factor Attribute Trees. - Alexandre Termier; Marie-Christine Rousset; Michèle Sebag; Kouzou Ohara; Takashi Washio; Hiroshi Motoda (ICDM, 2005)

DIGDAG, a First Algorithm to Mine Closed Frequent Embedded Sub-DAGs. - Alexandre Termier; Yoshinori Tamada; Kazuyuki Numata; Seiya Imoto; Takashi Washio; Tomoyuki Higuchi (MLG, 2007)

DryadeParent, An Efficient and Robust Closed Attribute Tree Mining Algorithm. - Alexandre Termier; Marie-Christine Rousset; Michèle Sebag; Kouzou Ohara; Takashi Washio; Hiroshi Motoda (IEEE Trans. Knowl. Data Eng., 2008)

PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns. - Anne Laurent; Benjamin Négrevergne; Nicolas Sicard; Alexandre Termier (DASFAA (1), 2010)

PGP-mc : extraction parallèle efficace de motifs graduels. - Anne Laurent; Benjamin Négrevergne; Nicolas Sicard; Alexandre Termier (EGC, 2010)

Efficient Parallel Mining of Gradual Patterns on Multicore Processors. - Anne Laurent; Benjamin Négrevergne; Nicolas Sicard; Alexandre Termier (EGC (best of volume), 2010)

Découverte d'itemsets fréquents fermés sur architecture multicoeurs. - Benjamin Négrevergne; Jean-François Méhaut; Alexandre Termier; Takeaki Uno (EGC, 2010)

PGLCM: Efficient Parallel Mining of Closed Frequent Gradual Itemsets. - Trong Dinh Thac Do; Anne Laurent; Alexandre Termier (ICDM, 2010)

Discovering closed frequent itemsets on multicore: Parallelizing computations and optimizing memory accesses. - Benjamin Négrevergne; Alexandre Termier; Jean-François Méhaut; Takeaki Uno (HPCS, 2010)

Combining Logic and Probabilities for Discovering Mappings between Taxonomies. - Rémi Tournaire; Jean-Marc Petit; Marie-Christine Rousset; Alexandre Termier (KSEM, 2010)

Discovery of Probabilistic Mappings between Taxonomies: Principles and Experiments. - Rémi Tournaire; Jean-Marc Petit; Marie-Christine Rousset; Alexandre Termier (J. Data Semant., 2011)

Debugging embedded multimedia application traces through periodic pattern mining. - Patricia López Cueva; Aurélie Bertaux; Alexandre Termier; Jean-François Méhaut; Miguel Santana (EMSOFT, 2012)

Enhancing the Analysis of Large Multimedia Applications Execution Traces with FrameMiner. - Christiane Kamdem Kengne; Léon Constantin Fopa; Noha Ibrahim; Alexandre Termier; Marie-Christine Rousset; Takashi Washio (ICDM Workshops, 2012)

Automatic congestion detection in MPSoC programs using data mining on simulation traces. - Sofiane Lagraa; Alexandre Termier; Frédéric Pétrot (RSP, 2012)

Pattern mining rock: more, faster, better. - Alexandre Termier (2013)

Data mining MPSoC simulation traces to identify concurrent memory access patterns. - Sofiane Lagraa; Alexandre Termier; Frédéric Pétrot (DATE, 2013)

Towards a Framework for Semantic Exploration of Frequent Patterns. - Behrooz Omidvar-Tehrani; Sihem Amer-Yahia; Alexandre Termier; Aurélie Bertaux; Éric Gaussier; Marie-Christine Rousset (IMMoA, 2013)

Efficiently rewriting large multimedia application execution traces with few event sequences. - Christiane Kamdem Kengne; Léon Constantin Fopa; Alexandre Termier; Noha Ibrahim; Marie-Christine Rousset; Takashi Washio; Miguel Santana (KDD, 2013)

Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces. - Sofiane Lagraa; Alexandre Termier; Frédéric Pétrot (DATE, 2014)

Itemset approximation using Constrained Binary Matrix Factorization. - Seyed Hamid Mirisaee; Éric Gaussier; Alexandre Termier (DSAA, 2014)

Para Miner: a generic pattern mining algorithm for multi-core architectures. - Benjamin Négrevergne; Alexandre Termier; Marie-Christine Rousset; Jean-François Méhaut (Data Min. Knowl. Discov., 2014)

Improved Local Search for Binary Matrix Factorization. - Seyed Hamid Mirisaee; Éric Gaussier; Alexandre Termier (AAAI, 2015)

Interactive User Group Analysis. - Behrooz Omidvar-Tehrani; Sihem Amer-Yahia; Alexandre Termier (CIKM, 2015)

Reducing trace size in multimedia applications endurance tests. - Serge Vladimir Emteu Tchagou; Alexandre Termier; Jean-François Méhaut; Brice Videau; Miguel Santana; René Quiniou (DATE, 2015)

Selecting representative instances from datasets. - Seyed Hamid Mirisaee; Ahlame Douzal; Alexandre Termier (DSAA, 2015)

Data mining approach to temporal debugging of embedded streaming applications. - Oleg Iegorov; Vincent Leroy 001; Alexandre Termier; Jean-François Méhaut; Miguel Santana (EMSOFT, 2015)

PGLCM: efficient parallel mining of closed frequent gradual itemsets. - Trong Dinh Thac Do; Alexandre Termier; Anne Laurent; Benjamin Négrevergne; Behrooz Omidvar-Tehrani; Sihem Amer-Yahia (Knowl. Inf. Syst., 2015)

TopPI: An Efficient Algorithm for Item-Centric Mining. - Martin Kirchgessner; Vincent Leroy 001; Alexandre Termier; Sihem Amer-Yahia; Marie-Christine Rousset (DaWaK, 2016)

Identifying Genetic Variant Combinations Using Skypatterns. - Hoang-Son Pham; Dominique Lavenier; Alexandre Termier (DEXA Workshops, 2016)

Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. - Clément Gautrais; Peggy Cellier; Thomas Guyet; René Quiniou; Alexandre Termier (EDBT, 2016)

Towards Visualizing Hidden Structures. - Remy Dautriche; Alexandre Termier; Renaud Blanch; Miguel Santana (ICDM Workshops, 2016)

Steady Patterns. - Willy Ugarte; Alexandre Termier; Miguel Santana (ICDM Workshops, 2016)

TraceViz: a visualization framework for interactive analysis of execution traces. - Rémy Dautriche; Renaud Blanch; Alexandre Termier; Miguel Santana (IHM, 2016)

Efficient local search for L1 and L2 binary matrix factorization. - Seyed Hamid Mirisaee; Éric Gaussier; Alexandre Termier (Intell. Data Anal., 2016)

Distributed Computing for Enumeration. - Alexandre Termier (Encyclopedia of Algorithms, 2016)

Topic Signatures in Political Campaign Speeches. - Clément Gautrais; Peggy Cellier; René Quiniou; Alexandre Termier (EMNLP, 2017)

Anomaly Detection in Streams with Extreme Value Theory. - Alban Siffer; Pierre-Alain Fouque; Alexandre Termier; Christine Largouët (KDD, 2017)

Purchase Signatures of Retail Customers. - Clément Gautrais; René Quiniou; Peggy Cellier; Thomas Guyet; Alexandre Termier (PAKDD (1), 2017)

Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns. - Maël Guillemé; Laurence Rozé; Véronique Masson; Cérès Carton; René Quiniou; Alexandre Termier (DARE@PKDD/ECML, 2017)

TopPI: An efficient algorithm for item-centric mining. - Vincent Leroy 001; Martin Kirchgessner; Alexandre Termier; Sihem Amer-Yahia (Inf. Syst., 2017)

Are your data gathered? - Alban Siffer; Pierre-Alain Fouque; Alexandre Termier; Christine Largouët (KDD, 2018)

Mining Periodic Patterns with a MDL Criterion. - Esther Galbrun; Peggy Cellier; Nikolaj Tatti; Alexandre Termier; Bruno Crémilleux (ECML/PKDD (2), 2018)

Data Science Techniques for Sustainable Dairy Management. - Kevin Fauvel; Véronique Masson; Philippe Faverdin; Alexandre Termier (ERCIM News, 2018)

Interactive Analytics in Social Media. - Sihem Amer-Yahia; Alexandre Termier; Behrooz Omidvar-Tehrani (Encyclopedia of Database Systems (2nd ed.), 2018)

Social Media Analytics. - Sihem Amer-Yahia; Alexandre Termier; Behrooz Omidvar-Tehrani (Encyclopedia of Database Systems (2nd ed.), 2018)

Accelerating Itemset Sampling using Satisfiability Constraints on FPGA. - Mael Gueguen; Olivier Sentieys; Alexandre Termier (DATE, 2019)

Statistically Significant Discriminative Patterns Searching. - Hoang-Son Pham; Gwendal Virlet; Dominique Lavenier; Alexandre Termier (DaWaK, 2019)

Agnostic Local Explanation for Time Series Classification. - Maël Guillemé; Véronique Masson; Laurence Rozé; Alexandre Termier (ICTAI, 2019)

Toward a Framework for Seasonal Time Series Forecasting Using Clustering. - Colin Leverger; Simon Malinowski; Thomas Guyet; Vincent Lemaire 001; Alexis Bondu; Alexandre Termier (IDEAL (1), 2019)

Compressing and Querying Skypattern Cubes. - Willy Ugarte; Samir Loudni; Patrice Boizumault; Bruno Crémilleux; Alexandre Termier (IEA/AIE, 2019)

Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. - Kevin Fauvel; Véronique Masson; Élisa Fromont; Philippe Faverdin; Alexandre Termier (KDD, 2019)

A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning. - Kevin Fauvel; Daniel Balouek-Thomert; Diego Melgar; Pedro Silva 007; Anthony Simonet; Gabriel Antoniu; Alexandru Costan; Véronique Masson; Manish Parashar; Ivan Rodero; Alexandre Termier (AAAI, 2020)

Widening for MDL-Based Retail Signature Discovery. - Clément Gautrais; Peggy Cellier; Matthijs van Leeuwen; Alexandre Termier (IDA, 2020)

Netspot: a simple Intrusion Detection System with statistical learning. - Alban Siffer; Pierre-Alain Fouque; Alexandre Termier; Christine Largouët (TrustCom, 2020)

Local Cascade Ensemble for Multivariate Data Classification. - Kevin Fauvel; Élisa Fromont; Véronique Masson; Philippe Faverdin; Alexandre Termier (CoRR, 2020)

XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification. - Kevin Fauvel; Tao Lin; Véronique Masson; Élisa Fromont; Alexandre Termier (CoRR, 2020)

Discovering Useful Compact Sets of Sequential Rules in a Long Sequence. - Erwan Bourrand; Luis Galárraga; Esther Galbrun; Élisa Fromont; Alexandre Termier (ICTAI, 2021)

Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. - Gregory Martin; Matthieu Donain; Élisa Fromont; Tias Guns; Laurence Rozé; Alexandre Termier (ICTAI, 2021)

Skyline Groups Are Ideals. An Efficient Algorithm for Enumerating Skyline Groups. - Simon Coumes; Tassadit Bouadi; Lhouari Nourine; Alexandre Termier (IWOCA, 2021)

HiPaR: Hierarchical Pattern-Aided Regression. - Luis Galárraga; Olivier Pelgrin; Alexandre Termier (PAKDD (1), 2021)

TAG: Learning Timed Automata from Logs. - Lénaïg Cornanguer; Christine Largouët; Laurence Rozé; Alexandre Termier (AAAI, 2022)

QuickFill : travailler plus pour générer moins en synthèse de programmes. - Vanessa Fokou; Peggy Cellier; Maurice Tchuenté; Alexandre Termier (EGC, 2022)

VCNet: A Self-explaining Model for Realistic Counterfactual Generation. - Victor Guyomard; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (ECML/PKDD (1), 2022)

XEM: An explainable-by-design ensemble method for multivariate time series classification. - Kevin Fauvel; Élisa Fromont; Véronique Masson; Philippe Faverdin; Alexandre Termier (Data Min. Knowl. Discov., 2022)

Diversity and Inclusion Activities in EGC - A 2022 Report. - Sihem Amer-Yahia; Angela Bonifati; Cécile Favre; Élisa Fromont; Nicolas Labroche; Guy Melançon; Florence Sèdes; Arnaud Soulet; Alexandre Termier (SIGKDD Explor., 2022)

Visualiser des explications contrefactuelles pour des données tabulaires. - Victor Guyomard; François Wallyn; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (EGC, 2023)

Generating Robust Counterfactual Explanations. - Victor Guyomard; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (ECML/PKDD (3), 2023)

Interactive Visualization of Counterfactual Explanations for Tabular Data. - Victor Guyomard; Françoise Fessant; Thomas Guyet; Tassadit Bouadi; Alexandre Termier (ECML/PKDD (7), 2023)

Persistence-Based Discretization for Learning Discrete Event Systems from Time Series. - Lénaïg Cornanguer; Christine Largouët; Laurence Rozé; Alexandre Termier (CoRR, 2023)

LCE: An Augmented Combination of Bagging and Boosting in Python. - Kevin Fauvel; Élisa Fromont; Véronique Masson; Philippe Faverdin; Alexandre Termier (CoRR, 2023)

Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection. - Gwladys Kelodjou; Laurence Rozé; Véronique Masson; Luis Galárraga; Romaric Gaudel; Maurice Tchuenté; Alexandre Termier (AAAI, 2024)

Sky-signatures: detecting and characterizing recurrent behavior in sequential data. - Clément Gautrais; Peggy Cellier; Thomas Guyet; René Quiniou; Alexandre Termier (Data Min. Knowl. Discov., 2024)