Mathieu Guillame-Bert - researchr alias

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Viewing Publication 1 - 10 from 10

2023

Yggdrasil Decision Forests: A Fast and Extensible Decision Forests LibraryMathieu Guillame-Bert, Sebastian Bruch, Richard Stotz, Jan Pfeifer. kdd 2023: 4068-4077 [doi]

2022

Generative Trees: Adversarial and CopycatRichard Nock, Mathieu Guillame-Bert. icml 2022: 16906-16951 [doi]

2017

Classification of Time Sequences using Graphs of Temporal ConstraintsMathieu Guillame-Bert, Artur Dubrawski. jmlr, 18, 2017. [doi]

Learning temporal rules to forecast instability in continuously monitored patientsMathieu Guillame-Bert, Artur Dubrawski, Donghan Wang, Marilyn Hravnak, Gilles Clermont. jamia, 24(1):47-53, 2017. [doi]

2016

Data-Driven Classification of Screwdriving OperationsReuben M. Aronson, Ankit Bhatia, Zhenzhong Jia, Mathieu Guillame-Bert, David Bourne, Artur Dubrawski, Matthew T. Mason. iser 2017: 244-253 [doi]

2012

Apprentissage de règles associatives temporelles pour les séquences temporelles de symboles. (Learning temporal association rules on Symbolic time sequences)Mathieu Guillame-Bert. PhD thesis, Grenoble Alpes University, France, 2012. [doi]

Planning with Inaccurate Temporal RulesMathieu Guillame-Bert, James L. Crowley. ictai 2012: 492-499 [doi]

Learning Temporal Association Rules on Symbolic Time SequencesMathieu Guillame-Bert, James L. Crowley. jmlr, 25:159-174, 2012. [doi]

2011

New Approach on Temporal Data Mining for Symbolic Time Sequences: Temporal Tree Associate RulesMathieu Guillame-Bert, James L. Crowley. ictai 2011: 748-752 [doi]

2010

First-order logic learning in Artificial Neural NetworksMathieu Guillame-Bert, Krysia Broda, Artur S. d'Avila Garcez. ijcnn 2010: 1-8 [doi]

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