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2020 – today
- 2024
[j9]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)- [c59]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
- [c58]Victor Guyomard, François Wallyn, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Visualiser des explications contrefactuelles pour des données tabulaires. EGC 2023: 557-564 - [c57]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Interactive Visualization of Counterfactual Explanations for Tabular Data. ECML/PKDD (7) 2023: 330-334 - [c56]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating Robust Counterfactual Explanations. ECML/PKDD (3) 2023: 394-409 - [i12]Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier:
Persistence-Based Discretization for Learning Discrete Event Systems from Time Series. CoRR abs/2301.05041 (2023) - [i11]Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier:
Generating robust counterfactual explanations. CoRR abs/2304.12943 (2023) - [i10]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) - [i9]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
- [j8]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) - [j7]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) - [c55]Lénaïg Cornanguer, Christine Largouët, Laurence Rozé, Alexandre Termier:
TAG: Learning Timed Automata from Logs. AAAI 2022: 3949-3958 - [c54]Vanessa Fokou, Peggy Cellier, Maurice Tchuenté, Alexandre Termier:
QuickFill : travailler plus pour générer moins en synthèse de programmes. EGC 2022: 461-468 - [c53]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 - [i8]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
- [c52]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 - [c51]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 - [c50]Simon Coumes, Tassadit Bouadi, Lhouari Nourine, Alexandre Termier:
Skyline Groups Are Ideals. An Efficient Algorithm for Enumerating Skyline Groups. IWOCA 2021: 223-236 - [c49]Luis Galárraga, Olivier Pelgrin, Alexandre Termier:
HiPaR: Hierarchical Pattern-Aided Regression. PAKDD (1) 2021: 320-332 - [i7]Luis Galárraga, Olivier Pelgrin, Alexandre Termier:
HiPaR: Hierarchical Pattern-aided Regression. CoRR abs/2102.12370 (2021) - [i6]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
- [c48]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 - [c47]Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier:
Widening for MDL-Based Retail Signature Discovery. IDA 2020: 197-209 - [c46]Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët:
Netspot: a simple Intrusion Detection System with statistical learning. TrustCom 2020: 911-918 - [i5]Kevin Fauvel, Élisa Fromont, Véronique Masson, Philippe Faverdin, Alexandre Termier:
Local Cascade Ensemble for Multivariate Data Classification. CoRR abs/2005.03645 (2020) - [i4]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)
2010 – 2019
- 2019
- [c45]Mael Gueguen, Olivier Sentieys, Alexandre Termier:
Accelerating Itemset Sampling using Satisfiability Constraints on FPGA. DATE 2019: 1046-1051 - [c44]Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier:
Statistically Significant Discriminative Patterns Searching. DaWaK 2019: 105-115 - [c43]Maël Guillemé, Véronique Masson, Laurence Rozé, Alexandre Termier:
Agnostic Local Explanation for Time Series Classification. ICTAI 2019: 432-439 - [c42]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 - [c41]Willy Ugarte, Samir Loudni, Patrice Boizumault, Bruno Crémilleux, Alexandre Termier:
Compressing and Querying Skypattern Cubes. IEA/AIE 2019: 406-421 - [c40]Kevin Fauvel, Véronique Masson, Élisa Fromont, Philippe Faverdin, Alexandre Termier:
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Estrus Detection. KDD 2019: 3051-3059 - [i3]Hoang-Son Pham, Gwendal Virlet, Dominique Lavenier, Alexandre Termier:
Statistically Significant Discriminative Patterns Searching. CoRR abs/1906.01581 (2019) - 2018
- [c39]Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët:
Are your data gathered? KDD 2018: 2210-2218 - [c38]Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux:
Mining Periodic Patterns with a MDL Criterion. ECML/PKDD (2) 2018: 535-551 - [r3]Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani:
Interactive Analytics in Social Media. Encyclopedia of Database Systems (2nd ed.) 2018 - [r2]Sihem Amer-Yahia, Alexandre Termier, Behrooz Omidvar-Tehrani:
Social Media Analytics. Encyclopedia of Database Systems (2nd ed.) 2018 - [i2]Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux:
Mining Periodic Patterns with a MDL Criterion. CoRR abs/1807.01706 (2018) - [i1]Kevin Fauvel, Véronique Masson, Philippe Faverdin, Alexandre Termier:
Data Science Techniques for Sustainable Dairy Management. ERCIM News 2018(113) (2018) - 2017
- [j6]Vincent Leroy, Martin Kirchgessner, Alexandre Termier, Sihem Amer-Yahia:
TopPI: An efficient algorithm for item-centric mining. Inf. Syst. 64: 104-118 (2017) - [c37]Clément Gautrais, Peggy Cellier, René Quiniou, Alexandre Termier:
Topic Signatures in Political Campaign Speeches. EMNLP 2017: 2342-2347 - [c36]Alban Siffer, Pierre-Alain Fouque, Alexandre Termier, Christine Largouët:
Anomaly Detection in Streams with Extreme Value Theory. KDD 2017: 1067-1075 - [c35]Clément Gautrais, René Quiniou, Peggy Cellier, Thomas Guyet, Alexandre Termier:
Purchase Signatures of Retail Customers. PAKDD (1) 2017: 110-121 - [c34]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: 59-71 - 2016
- [j5]Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier:
Efficient local search for L1 and L2 binary matrix factorization. Intell. Data Anal. 20(4): 783-807 (2016) - [c33]Martin Kirchgessner, Vincent Leroy, Alexandre Termier, Sihem Amer-Yahia, Marie-Christine Rousset:
TopPI: An Efficient Algorithm for Item-Centric Mining. DaWaK 2016: 19-33 - [c32]Hoang-Son Pham, Dominique Lavenier, Alexandre Termier:
Identifying Genetic Variant Combinations Using Skypatterns. DEXA Workshops 2016: 44-48 - [c31]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: 686-687 - [c30]Willy Ugarte, Alexandre Termier, Miguel Santana:
Steady Patterns. ICDM Workshops 2016: 692-699 - [c29]Remy Dautriche, Alexandre Termier, Renaud Blanch, Miguel Santana:
Towards Visualizing Hidden Structures. ICDM Workshops 2016: 1183-1190 - [c28]Rémy Dautriche, Renaud Blanch, Alexandre Termier, Miguel Santana:
TraceViz: a visualization framework for interactive analysis of execution traces. IHM 2016: 115-125 - [r1]Alexandre Termier:
Distributed Computing for Enumeration. Encyclopedia of Algorithms 2016: 574-577 - 2015
- [j4]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): 497-527 (2015) - [c27]Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier:
Improved Local Search for Binary Matrix Factorization. AAAI 2015: 1198-1204 - [c26]Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Alexandre Termier:
Interactive User Group Analysis. CIKM 2015: 403-412 - [c25]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: 984-985 - [c24]Seyed Hamid Mirisaee, Ahlame Douzal, Alexandre Termier:
Selecting representative instances from datasets. DSAA 2015: 1-10 - [c23]Oleg Iegorov, Vincent Leroy, Alexandre Termier, Jean-François Méhaut, Miguel Santana:
Data mining approach to temporal debugging of embedded streaming applications. EMSOFT 2015: 167-176 - 2014
- [j3]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): 593-633 (2014) - [c22]Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot:
Scalability bottlenecks discovery in MPSoC platforms using data mining on simulation traces. DATE 2014: 1-6 - [c21]Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier:
Itemset approximation using Constrained Binary Matrix Factorization. DSAA 2014: 39-45 - 2013
- [b1]Alexandre Termier:
Pattern mining rock: more, faster, better. Grenoble Alpes University, France, 2013 - [c20]Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot:
Data mining MPSoC simulation traces to identify concurrent memory access patterns. DATE 2013: 755-760 - [c19]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: 7-14 - [c18]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: 1348-1356 - 2012
- [c17]Patricia López Cueva, Aurélie Bertaux, Alexandre Termier, Jean-François Méhaut, Miguel Santana:
Debugging embedded multimedia application traces through periodic pattern mining. EMSOFT 2012: 13-22 - [c16]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: 595-602 - [c15]Sofiane Lagraa, Alexandre Termier, Frédéric Pétrot:
Automatic congestion detection in MPSoC programs using data mining on simulation traces. RSP 2012: 64-70 - 2011
- [j2]Rémi Tournaire, Jean-Marc Petit, Marie-Christine Rousset, Alexandre Termier:
Discovery of Probabilistic Mappings between Taxonomies: Principles and Experiments. J. Data Semant. 15: 66-101 (2011) - 2010
- [c14]Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier:
PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns. DASFAA (1) 2010: 78-84 - [c13]Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier:
Efficient Parallel Mining of Gradual Patterns on Multicore Processors. EGC (best of volume) 2010: 137-151 - [c12]Anne Laurent, Benjamin Négrevergne, Nicolas Sicard, Alexandre Termier:
PGP-mc : extraction parallèle efficace de motifs graduels. EGC 2010: 453-464 - [c11]Benjamin Négrevergne, Jean-François Méhaut, Alexandre Termier, Takeaki Uno:
Découverte d'itemsets fréquents fermés sur architecture multicoeurs. EGC 2010: 465-470 - [c10]Trong Dinh Thac Do, Anne Laurent, Alexandre Termier:
PGLCM: Efficient Parallel Mining of Closed Frequent Gradual Itemsets. ICDM 2010: 138-147 - [c9]Benjamin Négrevergne, Alexandre Termier, Jean-François Méhaut, Takeaki Uno:
Discovering closed frequent itemsets on multicore: Parallelizing computations and optimizing memory accesses. HPCS 2010: 521-528 - [c8]Rémi Tournaire, Jean-Marc Petit, Marie-Christine Rousset, Alexandre Termier:
Combining Logic and Probabilities for Discovering Mappings between Taxonomies. KSEM 2010: 530-542
2000 – 2009
- 2008
- [j1]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): 300-320 (2008) - 2007
- [c7]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 - 2005
- [c6]Alexandre Termier, Marie-Christine Rousset, Michèle Sebag, Kouzou Ohara, Takashi Washio, Hiroshi Motoda:
Efficient Mining of High Branching Factor Attribute Trees. ICDM 2005: 785-788 - 2004
- [c5]Alexandre Termier, Marie-Christine Rousset, Michèle Sebag:
DRYADE: A New Approach for Discovering Closed Frequent Trees in Heterogeneous Tree Databases. ICDM 2004: 543-546 - [c4]Helka Folch, Benoit Habert, Michèle Jardino, Nathalie Pernelle, Marie-Christine Rousset, Alexandre Termier:
Highlighting Latent Structure in Documents. LREC 2004 - 2002
- [c3]Alexandre Termier, Marie-Christine Rousset, Michèle Sebag:
TreeFinder: a First Step towards XML Data Mining. ICDM 2002: 450-457 - 2001
- [c2]Jeroen Eggermont, Tom Lenaerts, Sanna Pöyhönen, Alexandre Termier:
Raising the Dead: Extending Evolutionary Algorithms with a Case-Based Memory. EuroGP 2001: 280-290 - [c1]Alexandre Termier, Michèle Sebag, Marie-Christine Rousset:
Combining Statistics and Semantics for Word and Document Clustering. Workshop on Ontology Learning 2001
Coauthor Index
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last updated on 2024-04-24 23:02 CEST by the dblp team
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