Romain Tavenard - Concepedia

Author

Romain Tavenard

Institut de Recherche en Informatique et Systèmes Aléatoires

Also Known As

Guyet, Thomas, Liu, Tianlin, R. Tavenard, Romain Tavenard, Tavenard, Romain

Publications

2.2K

Citations

H-Index

Concepts

All Affiliations

Institut de Recherche en Informatique et Systèmes Aléatoires Littoral, Environnement, Télédétection, Géomatique Université de Rennes Centre National de la Recherche Scientifique Université Rennes 2

About

Romain Tavenard is an author at Institut de Recherche en Informatique et Systèmes Aléatoires specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	14	858
2	Natural Sciences	3	3	204
3	Business	1	1	141
4	Management	1	1	23
5	Public Health	1	1	16

Romain Tavenard

Publications

1.8K

Citations

H-Index

Page 1

	Year	Citations
Tslearn, A Machine Learning Toolkit for Time Series Data Romain Tavenard, Johann Faouzi, Gilles Vandewiele, Socio-Environmental Systems Modeling	2020	421
Data Augmentation for Time Series Classification using Convolutional Neural Networks Arthur Le Guennec, Simon Malinowski, Romain Tavenard HAL (Le Centre pour la Communication Scientifique Directe)	2016	344
Searching in one billion vectors: Re-rank with source coding Hervé Jeǵou, Romain Tavenard, Matthijs Douze, Ranking AlgorithmEngineeringMachine LearningLearning To RankSource Coding	2011	278
Optimal Transport for structured data with application on graphs Titouan Vayer, Laëtitia Chapel, Rémi Flamary, arXiv (Cornell University) Mathematical ProgrammingStructured ObjectsGeometric LearningEngineeringMachine Learning	2018	141
Dynamic Time Warping under limited warping path length Zheng Zhang, Romain Tavenard, Adeline Bailly, Information Sciences Geometric ModelingMachine VisionEngineeringNatural SciencesTemporal Pattern Recognition	2017	105
End-to-end learned early classification of time series for in-season crop type mapping Marc Rußwurm, Nicolas Courty, Rémi Emonet, ISPRS Journal of Photogrammetry and Remote Sensing	2023	81
Fused Gromov-Wasserstein Distance for Structured Objects Titouan Vayer, Laëtitia Chapel, Rémi Flamary, Algorithms Structured ObjectsEngineeringMachine LearningGeometryOptimal Transport	2020	77
On time series classification with dictionary-based classifiers James Large, Anthony Bagnall, Simon Malinowski, Intelligent Data Analysis	2019	62
Sensor Networks for Ambient Intelligence Eric Pauwels, Albert Ali Salah, Romain Tavenard Sensor NetworksSmart SensorEngineeringEmbedded SensingData Science	2007	49
Identifying seasonal patterns of phosphorus storm dynamics with dynamic time warping Rémi Dupas, Romain Tavenard, Ophélie Fovet, Water Resources Research Storm SurgeEnvironmental MonitoringEngineeringWeather ForecastingEarth Science	2015	45

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