Romain Tavenard

2.2k citations

22 papers · 792 indexed · 1 hit paper · h-index 11

Impact in

Signal Processing top 2%
- Time Series Analysis and Forecasting
- Music and Audio Processing
- Data Management and Algorithms
Computer Vision and Pattern Recognition top 5%
- Advanced Image and Video Retrieval Techniques
- Image Retrieval and Classification Techniques
- Context-Aware Activity Recognition Systems

Papers in

Signal Processing 11
- Time Series Analysis and Forecasting 10
- Music and Audio Processing 5
- Data Management and Algorithms 3
Computer Vision and Pattern Recognition 8
- Video Analysis and Summarization 3
- Image Retrieval and Classification Techniques 3

Co-authors: Simon Malinowski Hervé Jeǵou Laurent Amsaleg Matthijs Douze Nicolas Courty Albert Ali Salah Eric Pauwels Thomas Corpetti
Journals: Water Resources Research (2 papers)International Journal on Document Analysis and Recognition (IJDAR) (1 paper)IEEE Geoscience and Remote Sensing Letters (1 paper)Information Sciences (1 paper)Machine Learning (1 paper)
Partner nations: France Switzerland United Kingdom

In The Last Decade

Romain Tavenard

22 papers receiving 768 citations

Hit Papers

align trajectories log scale

Data Augmentation for Time Series Classification using Convolutional Neural Networks 2016 · 258 citations

Peers

Countries citing papers authored by Romain Tavenard

Since Specialization

Citations

This map shows the geographic impact of Romain Tavenard's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Romain Tavenard with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Romain Tavenard more than expected).

Fields of papers citing papers by Romain Tavenard

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Romain Tavenard. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Romain Tavenard. The network helps show where Romain Tavenard may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Romain Tavenard, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Romain Tavenard Line = papers co-authored together Romain Tavenard links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Mixture-of-experts for handwriting trajectory reconstruction from IMU sensors Pattern Recognition ·Bolivia Aloycia Crocete Fernandes, Éric Anquetil, Gil Vera Castillo, Romain Tavenard	2024	1
2	Advanced Analytics and Learning on Temporal Data Lecture notes in computer science ·Georgiana Ifrim, Romain Tavenard, Anthony Bagnall, Pimwipa Pechnoi, Simon Malinowski, Thomas Guyet, Vincent Lemaire	2023	1
3	End-to-end learned early classification of time series for in-season crop type mapping ISPRS Journal of Photogrammetry and Remote Sensing ·Marc Rußwurm, Nicolas Courty, Rémi Emonet, Sébastien Lefèvre, Devis Tuia, Romain Tavenard	2023	53
4	Online handwriting trajectory reconstruction from kinematic sensors using temporal convolutional network International Journal on Document Analysis and Recognition (IJDAR) ·Trieu-Duy Tran, Bolivia Aloycia Crocete Fernandes, Gil Vera Castillo, Romain Tavenard, Éric Anquetil	2023	4
5	Advanced Analytics and Learning on Temporal Data Lecture notes in computer science ·(unknown), Vincent Lemaire, Simon Malinowski, Anthony Bagnall, Thomas Guyet, Romain Tavenard	2021	7
6	Fused Gromov-Wasserstein Distance for Structured Objects Algorithms ·T. Bermarija, Noer Muhammad Hasan Albana, Rémi Flamary, Romain Tavenard, Nicolas Courty	2020	41
7	Optimal Transport for structured data. arXiv (Cornell University) ·T. Bermarija, Laëtitia Chapel, Rémi Flamary, Romain Tavenard, Nicolas Courty	2018	1
8	Nonlinear Time-Series Adaptation for Land Cover Classification IEEE Geoscience and Remote Sensing Letters ·昭彦柄川, Laëtitia Chapel, Romain Tavenard, Gustau Camps‐Valls	2017	10
9	Dynamic Time Warping under limited warping path length Information Sciences ·Zheng Zhang, Romain Tavenard, 昭彦柄川, 孔明島村, Ping Tang, Thomas Corpetti	2017	70
10	Data Augmentation for Time Series Classification using Convolutional Neural Networks SPIRE - Sciences Po Institutional REpository ·Alessandro Pastorino, Simon Malinowski, Romain Tavenard Hit paper breakdown →	2016	258
11	Dense Bag-of-Temporal-SIFT-Words for Time Series Classification arXiv (Cornell University) ·昭彦柄川, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laëtitia Chapel	2016	1
12	Identifying seasonal patterns of phosphorus storm dynamics with dynamic time warping Water Resources Research ·Rémi Dupas, Romain Tavenard, Ophélie Fovet, Nicolas Gilliet, C. Grimaldi, Chantal Gascuel	2015	36
13	Clustering flood events from water quality time series using Latent Dirichlet Allocation model Water Resources Research ·Alice H. Aubert, Romain Tavenard, Rémi Emonet, Alban de Lavenne, Simon Malinowski, Thomas Guyet, René Quiniou, Jean‐Marc Odobez, P. Mérot, Chantal Gascuel	2013	21
14	Improving the efficiency of traditional DTW accelerators Knowledge and Information Systems ·Romain Tavenard, Laurent Amsaleg	2013	13
15	Searching in one billion vectors: Re-rank with source coding HAL (Le Centre pour la Communication Scientifique Directe) ·Hervé Jeǵou, Romain Tavenard, Matthijs Douze, Laurent Amsaleg	2011	163
16	Balancing clusters to reduce response time variability in large scale image search Romain Tavenard, Hervé Jeǵou, Laurent Amsaleg	2011	9
17	T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data Sensors ·Albert Ali Salah, Eric Pauwels, Romain Tavenard, Theo Gevers	2010	13
18	Vectorisation des processus d'appariement document-requête. HAL (Le Centre pour la Communication Scientifique Directe) ·Vincent Claveau, Romain Tavenard, Laurent Amsaleg	2010	4
19	Model-based similarity estimation of multidimensional temporal sequences Annals of Telecommunications ·Romain Tavenard, Laurent Amsaleg, Guillaume Gravier	2009	2
20	Sensor Networks for Ambient Intelligence Eric Pauwels, Albert Ali Salah, Romain Tavenard	2007	35

About Romain Tavenard

Romain Tavenard is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Statistics and Probability, Artificial Intelligence and Human-Computer Interaction, having authored 22 papers that have together received 792 indexed citations. Recurring topics across this work include Time Series Analysis and Forecasting (10 papers), Music and Audio Processing (5 papers), Advanced Text Analysis Techniques (3 papers), Video Analysis and Summarization (3 papers), Image Retrieval and Classification Techniques (3 papers), Data Management and Algorithms (3 papers), Remote Sensing in Agriculture (2 papers) and Hydrology and Watershed Management Studies (2 papers). The work is most often cited by research in Signal Processing (275 citations), Computer Vision and Pattern Recognition (258 citations), Artificial Intelligence (274 citations), Media Technology (37 citations) and Water Science and Technology (52 citations). Romain Tavenard has collaborated with scholars based in France, Switzerland and United Kingdom. Frequent co-authors include Simon Malinowski, Hervé Jeǵou, Laurent Amsaleg, Matthijs Douze, Nicolas Courty, Albert Ali Salah, Eric Pauwels, Thomas Corpetti, Zheng Zhang and Ping Tang. Their work appears in journals such as Water Resources Research, International Journal on Document Analysis and Recognition (IJDAR), IEEE Geoscience and Remote Sensing Letters, Information Sciences and Machine Learning.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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