Romain Tavenard
Romain Tavenard
Assistant professor - Univ. Rennes
Verified email at univ-rennes2.fr - Homepage
TitleCited byYear
Searching in one billion vectors: re-rank with source coding
H Jégou, R Tavenard, M Douze, L Amsaleg
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
2082011
Sensor networks for ambient intelligence
EJ Pauwels, AA Salah, R Tavenard
Multimedia Signal Processing, 2007. MMSP 2007. IEEE 9th Workshop on, 13-16, 2007
622007
Data Augmentation for Time Series Classification using Convolutional Neural Networks
A Le Guennec, S Malinowski, R Tavenard
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, 2016
572016
1d-SAX: a Novel Symbolic Representation for Time Series
S Malinowski, T Guyet, R Quiniou, R Tavenard
International Symposium on Intelligent Data Analysis, 2013
422013
Balancing clusters to reduce response time variability in large scale image search
R Tavenard, H Jégou, L Amsaleg
International Workshop on Content-Based Multimedia Indexing (CBMI 2011), 2011
262011
T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data
AA Salah, E Pauwels, R Tavenard, T Gevers
Sensors 10 (8), 7496-7513, 2010
242010
Searching for temporal patterns in ami sensor data
R Tavenard, AA Salah, EJ Pauwels
Constructing Ambient Intelligence, 53-62, 2008
212008
Dynamic Time Warping under limited warping path length
Z Zhang, R Tavenard, A Bailly, X Tang, P Tang, T Corpetti
Information Sciences 393, 91-107, 2017
192017
tslearn: A machine learning toolkit dedicated to time-series data
R Tavenard
https://github.com/rtavenar/tslearn, 2017
18*2017
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification
A Bailly, S Malinowski, R Tavenard, L Chapel, T Guyet
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2015
182015
Identifying seasonal patterns of phosphorus storm dynamics with dynamic time warping
R Dupas, R Tavenard, O Fovet, N Gilliet, C Grimaldi, C Gascuel‐Odoux
Water Resources Research 51 (11), 8868-8882, 2015
172015
Bag-of-Temporal-SIFT-Words for Time Series Classification
A Bailly, S Malinowski, R Tavenard, T Guyet, L Chapel
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, 2015
172015
Clustering flood events from water quality time series using Latent Dirichlet Allocation model
AH Aubert, R Tavenard, R Emonet, A De Lavenne, S Malinowski, T Guyet, ...
Water Resources Research 49 (12), 8187-8199, 2013
172013
Vectorisation des processus d’appariement document-requête
V Claveau, R Tavenard, L Amsaleg
7e Conférence en Recherche d'informations et Applications, CORIA, 313-324, 2010
152010
Optimal Transport for structured data with application on graphs
T Vayer, L Chapel, R Flamary, R Tavenard, N Courty
International Conference on Machine Learning 97, 2019
132019
Cost-Aware Early Classification of Time Series
R Tavenard, S Malinowski
European Conference on Machine Learning and Principles and Practice of …, 2016
132016
Improving the Efficiency of Traditional DTW Accelerators
R Tavenard, L Amsaleg
13*2011
Learning DTW-Preserving Shapelets
A Lods, S Malinowski, R Tavenard, L Amsaleg
International Symposium on Intelligent Data Analysis, 198-209, 2017
7*2017
Time-sensitive topic models for action recognition in videos
R Tavenard, R Emonet, JM Odobez
International Conference on Image Processing, 2013
72013
Nonlinear Time-Series Adaptation for Land Cover Classification
A Bailly, L Chapel, R Tavenard, G Camps-Valls
IEEE Geoscience and Remote Sensing Letters 14 (6), 896-900, 2017
52017
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