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Termier, Alexandre
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1

Comparing machine-learning models of different levels of co..:

Gauriau, Olivier ; Galárraga, Luis ; Brun, François...
Smart Agricultural Technology.  7 (2024)  - p. 100380 , 2024
Link: https://doi.org/10.1016/..
 
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2

Sky-signatures: detecting and characterizing recurrent beha..:

Gautrais, Clément ; Cellier, Peggy ; Guyet, Thomas..
Data Mining and Knowledge Discovery.  38 (2023)  2 - p. 372-419 , 2023
Link: https://doi.org/10.1007/..
 
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3

Generating Robust Counterfactual Explanations:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Guyomard, Victor ; Fessant, Françoise ; Guyet, Thomas.. - p. 394-409 , 2023
Link: https://doi.org/10.1007/..
 
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4

Interactive Visualization of Counterfactual Explanations fo..:

, In: Lecture Notes in Computer Science; Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track,
Guyomard, Victor ; Fessant, Françoise ; Guyet, Thomas.. - p. 330-334 , 2023
Link: https://doi.org/10.1007/..
 
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5

Probabilistic Forecasting of Seasonal Time Series: Combinin..:

, In: Contributions to Statistics; Theory and Applications of Time Series Analysis and Forecasting,
Leverger, Colin ; Guyet, Thomas ; Malinowski, Simon... - p. 47-63 , 2023
Link: https://doi.org/10.1007/..
 
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6

VCNet: A Self-explaining Model for Realistic Counterfactual..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Guyomard, Victor ; Fessant, Françoise ; Guyet, Thomas.. - p. 437-453 , 2023
Link: https://doi.org/10.1007/..
 
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7

Diversity and Inclusion Activities in EGC - A 2022 Report:

Amer-Yahia, Sihem ; Bonifati, Angela ; Favre, Cecile...
ACM SIGKDD Explorations Newsletter.  24 (2022)  1 - p. 52-56 , 2022
Link: https://doi.org/10.1145/..
 
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8

XEM: An explainable-by-design ensemble method for multivari..:

Fauvel, Kevin ; Fromont, Élisa ; Masson, Véronique..
Data Mining and Knowledge Discovery.  36 (2022)  3 - p. 917-957 , 2022
Link: https://doi.org/10.1007/..
 
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9

Skyline Groups Are Ideals. An Efficient Algorithm for Enume..:

, In: Lecture Notes in Computer Science; Combinatorial Algorithms,
Coumes, Simon ; Bouadi, Tassadit ; Nourine, Lhouari. - p. 223-236 , 2021
Link: https://doi.org/10.1007/..
 
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10

HiPaR: Hierarchical Pattern-Aided Regression:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Galárraga, Luis ; Pelgrin, Olivier ; Termier, Alexandre - p. 320-332 , 2021
Link: https://doi.org/10.1007/..
 
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11

XCM: An Explainable Convolutional Neural Network for Multiv..:

Fauvel, Kevin ; Lin, Tao ; Masson, Véronique..
Mathematics.  9 (2021)  23 - p. 3137 , 2021
Link: https://doi.org/10.3390/..
 
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12

Widening for MDL-Based Retail Signature Discovery:

, In: Lecture Notes in Computer Science; Advances in Intelligent Data Analysis XVIII,
Gautrais, Clément ; Cellier, Peggy ; van Leeuwen, Matthijs. - p. 197-209 , 2020
Link: https://doi.org/10.1007/..
 
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13

Netspot: A Simple Intrusion Detection System with Statistic..:

, In: 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom),
Siffer, Alban ; Fouque, Pierre-Alain ; Termier, Alexandre. - p. 911-918 , 2020
Link: https://doi.org/10.1109/..
 
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14

Compressing and Querying Skypattern Cubes:

, In: Lecture Notes in Computer Science; Advances and Trends in Artificial Intelligence. From Theory to Practice,
Ugarte, Willy ; Loudni, Samir ; Boizumault, Patrice.. - p. 406-421 , 2019
Link: https://doi.org/10.1007/..
 
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15

Agnostic Local Explanation for Time Series Classification:

, In: 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI),
Guilleme, Mael ; Masson, Veronique ; Roze, Laurence. - p. 432-439 , 2019
Link: https://doi.org/10.1109/..
 
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