Alexandre Termier

85 papers A* 13A 5B 12C 4Misc 2Journal 21Unranked 24
YearRankTypeTitle / Venue / Authors
2025 — conf
The Minimum Description of Arno's Legacy in Rennes.
Challenges and Algorithms for Knowledge Discovery from Data
Peggy Cellier, Sébastien Ferré, Elisa Fromont, Luis Galárraga, Alexandre Termier
2024 A* conf
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection.
AAAI
Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
2024 J jnl
Sky-signatures: detecting and characterizing recurrent behavior in sequential data.
Data Min. Knowl. Discov.
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
2023 — conf
Generating Robust Counterfactual Explanations.
ECML/PKDD (3)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023 J jnl
Generating robust counterfactual explanations.
CoRR
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2023 — conf
Interactive Visualization of Counterfactual Explanations for Tabular Data.
ECML/PKDD (7)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
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 J jnl
Persistence-Based Discretization for Learning Discrete Event Systems from Time Series.
CoRR
Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier
2023 J jnl
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection.
CoRR
Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuenté, Alexandre Termier
2023 — conf
Visualiser des explications contrefactuelles pour des données tabulaires.
EGC
Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
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 — conf
QuickFill : travailler plus pour générer moins en synthèse de programmes.
EGC
Vanessa Fokou, Peggy Cellier, Maurice Tchuenté, Alexandre Termier
2022 A* conf
TAG: Learning Timed Automata from Logs.
AAAI
Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier
2022 — conf
VCNet: A Self-explaining Model for Realistic Counterfactual Generation.
ECML/PKDD (1)
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
2022 J jnl
VCNet: A self-explaining model for realistic counterfactual generation.
CoRR
Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
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
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 — conf
HiPaR: Hierarchical Pattern-Aided Regression.
PAKDD (1)
Luis Galárraga, Olivier Pelgrin, Alexandre Termier
2021 J jnl
HiPaR: Hierarchical Pattern-aided Regression.
CoRR
Luis Galárraga, Olivier Pelgrin, Alexandre Termier
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 C conf
Skyline Groups Are Ideals. An Efficient Algorithm for Enumerating Skyline Groups.
IWOCA
Simon Coumes, Tassadit Bouadi, Lhouari Nourine, Alexandre Termier
2020 A* conf
A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning.
AAAI
Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier
2020 J jnl
Local Cascade Ensemble for Multivariate Data Classification.
CoRR
Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier
2020 B conf
Netspot: a simple Intrusion Detection System with statistical learning.
TrustCom
Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
2020 B conf
Widening for MDL-Based Retail Signature Discovery.
IDA
Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier
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
Accelerating Itemset Sampling using Satisfiability Constraints on FPGA.
DATE
Mael Gueguen, Olivier Sentieys, Alexandre Termier
2019 B conf
Agnostic Local Explanation for Time Series Classification.
ICTAI
Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier
2019 C conf
Compressing and Querying Skypattern Cubes.
IEA/AIE
Willy Ugarte, Samir Loudni, Patrice Boizumault, Bruno Crémilleux, Alexandre Termier
2019 B conf
Statistically Significant Discriminative Patterns Searching.
DaWaK
Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier
2019 J jnl
Statistically Significant Discriminative Patterns Searching.
CoRR
Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier
2019 — conf
Toward a Framework for Seasonal Time Series Forecasting Using Clustering.
IDEAL (1)
Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier
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 A* conf
Are your data gathered?
KDD
Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
2018 J jnl
Data Science Techniques for Sustainable Dairy Management.
ERCIM News
Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier
2018 — ch.
Interactive Analytics in Social Media.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani
2018 — conf
Mining Periodic Patterns with a MDL Criterion.
ECML/PKDD (2)
Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux
2018 J jnl
Mining Periodic Patterns with a MDL Criterion.
CoRR
Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux
2018 — ch.
Social Media Analytics.
Encyclopedia of Database Systems (2nd ed.)
Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani
2017 A* conf
Anomaly Detection in Streams with Extreme Value Theory.
KDD
Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët
2017 — conf
Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns.
DARE@PKDD/ECML
Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier
2017 — conf
Purchase Signatures of Retail Customers.
PAKDD (1)
Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier
2017 J jnl
TopPI: An efficient algorithm for item-centric mining.
Inf. Syst.
Vincent Leroy, Martin Kirchgessner, Alexandre Termier, Sihem Amer-Yahia
2017 A* conf
Topic Signatures in Political Campaign Speeches.
EMNLP
Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier
2016 — ch.
Distributed Computing for Enumeration.
Encyclopedia of Algorithms
Alexandre Termier
2016 J jnl
Efficient local search for L
Intell. Data Anal.
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
2016 — conf
Identifying Genetic Variant Combinations Using Skypatterns.
DEXA Workshops
Hoang-Son Pham, Dominique Lavenier, Alexandre Termier
2016 — conf
Steady Patterns.
ICDM Workshops
Willy Ugarte, Alexandre Termier, Miguel Santana
2016 B conf
TopPI: An Efficient Algorithm for Item-Centric Mining.
DaWaK
Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset
2016 — conf
Towards Visualizing Hidden Structures.
ICDM Workshops
Remy Dautriche, Alexandre Termier, Renaud Blanch, Miguel Santana
2016 — conf
TraceViz: a visualization framework for interactive analysis of execution traces.
IHM
Rémy Dautriche, Renaud Blanch, Alexandre Termier, Miguel Santana
2016 B conf
Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context.
EDBT
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
2015 Misc conf
Data mining approach to temporal debugging of embedded streaming applications.
EMSOFT
Oleg Iegorov, Vincent Leroy, Alexandre Termier, Jean-François Méhaut, Miguel Santana
2015 A* conf
Improved Local Search for Binary Matrix Factorization.
AAAI
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
2015 A conf
Interactive User Group Analysis.
CIKM
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier
2015 J jnl
PGLCM: efficient parallel mining of closed frequent gradual itemsets.
Knowl. Inf. Syst.
Trong Dinh Thac Do, Alexandre Termier, Anne Laurent, Benjamin Négrevergne, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia
2015 A conf
Reducing trace size in multimedia applications endurance tests.
DATE
Serge Vladimir Emteu Tchagou, Alexandre Termier, Jean-François Méhaut, Brice Videau, Miguel Santana, René Quiniou
2015 B conf
Selecting representative instances from datasets.
DSAA
Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier
2014 B conf
Itemset approximation using Constrained Binary Matrix Factorization.
DSAA
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
2014 J jnl
Para Miner: a generic pattern mining algorithm for multi-core architectures.
Data Min. Knowl. Discov.
Benjamin Négrevergne, Alexandre Termier, Marie-Christine Rousset, Jean-François Méhaut
2014 A conf
Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces.
DATE
Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot
2013 A conf
Data mining MPSoC simulation traces to identify concurrent memory access patterns.
DATE
Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot
2013 A* conf
Efficiently rewriting large multimedia application execution traces with few event sequences.
KDD
Christiane Kamdem Kengne, Léon Constantin Fopa, Alexandre Termier, Noha Ibrahim, Marie-Christine Rousset, Takashi Washio, Miguel Santana
2013 — book
Pattern mining rock: more, faster, better.
Alexandre Termier
2013 — conf
Towards a Framework for Semantic Exploration of Frequent Patterns.
IMMoA
Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier, Aurélie Bertaux, Éric Gaussier, Marie-Christine Rousset
2012 C conf
Automatic congestion detection in MPSoC programs using data mining on simulation traces.
RSP
Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot
2012 Misc conf
Debugging embedded multimedia application traces through periodic pattern mining.
EMSOFT
Patricia López Cueva, Aurélie Bertaux, Alexandre Termier, Jean-François Méhaut, Miguel Santana
2012 — conf
Enhancing the Analysis of Large Multimedia Applications Execution Traces with FrameMiner.
ICDM Workshops
Christiane Kamdem Kengne, Léon Constantin Fopa, Noha Ibrahim, Alexandre Termier, Marie-Christine Rousset, Takashi Washio
2011 J jnl
Discovery of Probabilistic Mappings between Taxonomies: Principles and Experiments.
J. Data Semant.
Rémi Tournaire, Jean-Marc Petit, Marie-Christine Rousset, Alexandre Termier
2010 C conf
Combining Logic and Probabilities for Discovering Mappings between Taxonomies.
KSEM
Rémi Tournaire, Jean-Marc Petit, Marie-Christine Rousset, Alexandre Termier
2010 — conf
Discovering closed frequent itemsets on multicore: Parallelizing computations and optimizing memory accesses.
HPCS
Benjamin Négrevergne, Alexandre Termier, Jean-François Méhaut, Takeaki Uno
2010 — conf
Découverte d'itemsets fréquents fermés sur architecture multicoeurs.
EGC
Benjamin Négrevergne, Jean-François Méhaut, Alexandre Termier, Takeaki Uno
2010 — conf
Efficient Parallel Mining of Gradual Patterns on Multicore Processors.
EGC (best of volume)
Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
2010 A* conf
PGLCM: Efficient Parallel Mining of Closed Frequent Gradual Itemsets.
ICDM
Trong Dinh Thac Do, Anne Laurent, Alexandre Termier
2010 — conf
PGP-mc : extraction parallèle efficace de motifs graduels.
EGC
Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
2010 — conf
PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns.
DASFAA (1)
Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier
2008 J jnl
DryadeParent, An Efficient and Robust Closed Attribute Tree Mining Algorithm.
IEEE Trans. Knowl. Data Eng.
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda
2007 — conf
DIGDAG, a First Algorithm to Mine Closed Frequent Embedded Sub-DAGs.
MLG
Alexandre Termier, Yoshinori Tamada, Kazuyuki Numata, Seiya Imoto, Takashi Washio, Tomoyuki Higuchi
2005 A* conf
Efficient Mining of High Branching Factor Attribute Trees.
ICDM
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda
2004 A* conf
DRYADE: A New Approach for Discovering Closed Frequent Trees in Heterogeneous Tree Databases.
ICDM
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag
2004 B conf
Highlighting Latent Structure in Documents.
LREC
Helka Folch, Benoit Habert, Michèle Jardino, Nathalie Pernelle, Marie-Christine Rousset, Alexandre Termier
2002 A* conf
TreeFinder: a First Step towards XML Data Mining.
ICDM
Alexandre Termier, Marie-Christine Rousset, Michèle Sebag
2001 — conf
Combining Statistics and Semantics for Word and Document Clustering.
Workshop on Ontology Learning
Alexandre Termier, Michèle Sebag, Marie-Christine Rousset
2001 B conf
Raising the Dead: Extending Evolutionary Algorithms with a Case-Based Memory.
EuroGP
Jeroen Eggermont, Tom Lenaerts, Sanna Pöyhönen, Alexandre Termier