Germain Forestier

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 96

Top Venues

CoRR

Int. J. Comput. Assist. Radiol. Surg.

Artif. Intell. Medicine

Data Min. Knowl. Discov.

Publications

Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I. Webb, Germain Forestier, Mahsa Salehi
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey. ACM Comput. Surv. 56 (9) (2024)
Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier, Ali Ismail-Fawaz, Antoine Guillaume, David Guijo-Rubio, Chang Wei Tan, Angus Dempster, Geoffrey I. Webb
A Hands-on Introduction to Time Series Classification and Regression. KDD (2024)
Claudia Ehrig, Catherine Cleophas, Germain Forestier
The impact of data set similarity and diversity on transfer learning success in time series forecasting. CoRR (2024)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Establishing a Unified Evaluation Framework for Human Motion Generation: A Comparative Analysis of Metrics. CoRR (2024)
Tsegamlak Terefe Debella, Maxime Devanne, Jonathan Weber, Dereje Hailemariam Woldegebreal, Germain Forestier
Correction: Estimating time series averages from latent space of multi-tasking neural networks. Knowl. Inf. Syst. 66 (2) (2024)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task. PAKDD (Workshops) (2024)
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
Estimating time series averages from latent space of multi-tasking neural networks. Knowl. Inf. Syst. 65 (11) (2023)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Comparison of deep learning architectures for colon cancer mutation detection. CBMS (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task. CoRR (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Exploring inference of a land use and land cover model trained on MultiSenGE dataset. JURSE (2023)
Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier
LITE: Light Inception with boosTing tEchniques for Time Series Classification. DSAA (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset. Remote. Sens. 15 (1) (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging. CoRR (2023)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
Enhancing Time Series Classification with Self-Supervised Learning. ICAART (3) (2023)
Ali Ismail-Fawaz, Angus Dempster, Chang Wei Tan, Matthieu Herrmann, Lynn Miller, Daniel F. Schmidt, Stefano Berretti, Jonathan Weber, Maxime Devanne, Germain Forestier, Geoffrey I. Webb
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set. CoRR (2023)
Ali Ismail-Fawaz, Hassan Ismail Fawaz, François Petitjean, Maxime Devanne, Jonathan Weber, Stefano Berretti, Geoffrey I. Webb, Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging. AALTD@ECML/PKDD (2023)
Seyed Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I. Webb, Germain Forestier, Mahsa Salehi
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey. CoRR (2023)
Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel
Surgical data science - from concepts toward clinical translation. Medical Image Anal. 76 (2022)
Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Data Augmentation for Time Series Classification with Deep Learning Models. AALTD@ECML/PKDD (2022)
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
End-to-end deep representation learning for time series clustering: a comparative study. Data Min. Knowl. Discov. 36 (1) (2022)
Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier
Deep Clustering Methods Study Applied to Satellite Images Time Series. IGARSS (2022)
Hadhami Mejbri, Mariem Mahfoudh, Germain Forestier
Deep Learning-Based Sentiment Analysis for Predicting Financial Movements. KSEM (2) (2022)
Ilias Rmouque, Maxime Devanne, Jonathan Weber, Germain Forestier, Cédric Wemmert
Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders. VISIGRAPP (4: VISAPP) (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. Artif. Intell. Medicine 133 (2022)
Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters. Big Data (2022)
Ameni Chamekh, Mariem Mahfoudh, Germain Forestier
Sentiment Analysis Based on Deep Learning in E-Commerce. KSEM (2) (2022)
Emel Ay, Maxime Devanne, Jonathan Weber, Germain Forestier
A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification. IJCNN (2022)
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) (2022)
Baptiste Lafabregue, Pierre Gançarski, Jonathan Weber, Germain Forestier
Incremental constrained clustering with application to remote sensing images time series. ICDM (Workshops) (2022)
Amina Ben Hamida, Maxime Devanne, Jonathan Weber, C. Truntzer, V. Derangère, F. Ghiringhelli, Germain Forestier, Cédric Wemmert
Deep learning for colon cancer histopathological images analysis. Comput. Biol. Medicine 136 (2021)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. Comput. Methods Programs Biomed. 208 (2021)
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
Grad Centroid Activation Mapping for Convolutional Neural Networks. ICTAI (2021)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Ensemble classification of video-recorded crowd movements. ISPA (2021)
Robin Heckenauer, Jonathan Weber, Cédric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier
Real-Time Detection of Glomeruli in Renal Pathology. CBMS (2020)
Nolwenn Bernard, Jonathan Weber, Germain Forestier, Michel Hassenforder, Bastien Latard
Knowledge-Based Categorization of Scientific Articles for Similarity Predictions. TPDL (2020)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34 (6) (2020)
Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
Automated Machine Learning for Information Retrieval in Scientific Articles. CEC (2020)
Nadine S. Schaadt, Ralf Schönmeyer, Germain Forestier, Nicolas Brieu, Peter Braubach, Katharina Nekolla, Michael Meyer-Hermann, Friedrich Feuerhake
Graph-based description of tertiary lymphoid organs at single-cell level. PLoS Comput. Biol. 16 (2) (2020)
Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel
Surgical Data Science - from Concepts to Clinical Translation. CoRR (2020)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images. CoRR (2020)
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
Neural Architecture Search for Time Series Classification. IJCNN (2020)
Vinh-Trung Luu, Germain Forestier, Jonathan Weber, Paul Bourgeois, Fahima Djelil, Pierre-Alain Muller
A review of alignment based similarity measures for web usage mining. Artif. Intell. Rev. 53 (3) (2020)
Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier
Time Series Averaging Using Multi-Tasking Autoencoder. ICTAI (2020)
Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier
Deep Constrained Clustering applied to Satellite Image Time Series. MACLEAN@PKDD/ECML (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. IJCNN (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR (2019)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for the classification of video-recorded crowd movements. ISPA (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 14 (9) (2019)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. Data Min. Knowl. Discov. 33 (4) (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic alignment of surgical videos using kinematic data. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN (2019)
Anne Grote, Nadine S. Schaadt, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. IEEE Trans. Medical Imaging 38 (5) (2019)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNS. ISBI (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) (2018)
Nadine S. Schaadt, Anne Grote, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Role of Task Complexity and Training in Crowdsourced Image Annotation. COMPAY/OMIA@MICCAI (2018)
Thomas Andrew Lampert, Thi-Bich-Hanh Dao, Baptiste Lafabregue, Nicolas Serrette, Germain Forestier, Bruno Crémilleux, Christel Vrain, Pierre Gançarski
Constrained distance based clustering for time-series: a comparative and experimental study. Data Min. Knowl. Discov. 32 (6) (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Data augmentation using synthetic data for time series classification with deep residual networks. CoRR (2018)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91 (2018)
Fabien Despinoy, Nabil Zemiti, Germain Forestier, L. Alonso Sanchez, Pierre Jannin, Philippe Poignet
Evaluation of contactless human-machine interface for robotic surgical training. Int. J. Comput. Assist. Radiol. Surg. 13 (1) (2018)
Arnaud Huaulmé, Kanako Harada, Germain Forestier, Mamoru Mitsuishi, Pierre Jannin
Sequential surgical signatures in micro-suturing task. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Catégorisation d'articles scientifiques basée sur les relations sémantiques des mots-clés. EGC (2018)
Hoang Anh Dau, Diego Furtado Silva, François Petitjean, Germain Forestier, Anthony J. Bagnall, Abdullah Mueen, Eamonn J. Keogh
Optimizing dynamic time warping's window width for time series data mining applications. Data Min. Knowl. Discov. 32 (4) (2018)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNs. CoRR (2018)
Nayyar Abbas Zaidi, Geoffrey I. Webb, François Petitjean, Germain Forestier
On the Inter-relationships among Drift rate, Forgetting rate, Bias/variance profile and Error. CoRR (2018)
Bernard Gibaud, Germain Forestier, Carolin Feldmann, Giancarlo Ferrigno, Paulo J. S. Gonçalves, Tamás Haidegger, Chantal Julliard, Darko Katic, Hannes Kenngott, Lena Maier-Hein, Keno März, Elena De Momi, Dénes Ákos Nagy, Hirenkumar Nakawala, Juliane Neumann, Thomas Neumuth, Javier Rojas Balderrama, Stefanie Speidel, Martin Wagner, Pierre Jannin
Toward a standard ontology of surgical process models. Int. J. Comput. Assist. Radiol. Surg. 13 (9) (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR (2018)
Lena Maier-Hein, Matthias Eisenmann, Carolin Feldmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Bernard Gibaud, Gregory D. Hager, Makoto Hashizume, Darko Katic, Hannes Kenngott, Ron Kikinis, Michael Kranzfelder, Anand Malpani, Keno März, Beat P. Müller-Stich, Nassir Navab, Thomas Neumuth, Nicolas Padoy, Adrian Park, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, S. Swaroop Vedula, Pierre Jannin, Stefanie Speidel
Surgical Data Science: A Consensus Perspective. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. IEEE BigData (2018)
Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, François Petitjean
Efficient search of the best warping window for Dynamic Time Warping. SDM (2018)
Germain Forestier, Laurent Riffaud, François Petitjean, Pierre-Louis Hénaux, Pierre Jannin
Surgical skills: Can learning curves be computed from recordings of surgical activities? Int. J. Comput. Assist. Radiol. Surg. 13 (5) (2018)
Lena Maier-Hein, S. Swaroop Vedula, Stefanie Speidel, Nassir Navab, Ron Kikinis, Adrian Park, Matthias Eisenmann, Hubertus Feussner, Germain Forestier, Stamatia Giannarou, Makoto Hashizume, Darko Katic, Hannes Kenngott, Michael Kranzfelder, Anand Malpani, Keno März, Thomas Neumuth, Nicolas Padoy, Carla M. Pugh, Nicolai Schoch, Danail Stoyanov, Russell H. Taylor, Martin Wagner, Gregory D. Hager, Pierre Jannin
Surgical Data Science: Enabling Next-Generation Surgery. CoRR (2017)
Arnaud Huaulmé, Sandrine Voros, Laurent Riffaud, Germain Forestier, Alexandre Moreau-Gaudry, Pierre Jannin
Distinguishing surgical behavior by sequential pattern discovery. J. Biomed. Informatics 67 (2017)
Germain Forestier, François Petitjean, Pavel Senin, Laurent Riffaud, Pierre-Louis Hénaux, Pierre Jannin
Finding discriminative and interpretable patterns in sequences of surgical activities. Artif. Intell. Medicine 82 (2017)
Hoang Anh Dau, Diego Furtado Silva, François Petitjean, Germain Forestier, Anthony J. Bagnall, Eamonn J. Keogh
Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series. IEEE BigData (2017)
Maja Temerinac-Ott, Germain Forestier, Jessica Schmitz, Meyke Hermsen, J. H. Braseni, Friedrich Feuerhake, Cédric Wemmert
Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities. ISPA (2017)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Towards a Semantic Search Engine for Scientific Articles. TPDL (2017)
Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin
Automatic matching of surgeries to predict surgeons' next actions. Artif. Intell. Medicine 81 (2017)
Germain Forestier, François Petitjean, Hoang Anh Dau, Geoffrey I. Webb, Eamonn J. Keogh
Generating Synthetic Time Series to Augment Sparse Datasets. ICDM (2017)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Using Semantic Relations between Keywords to Categorize Articles from Scientific Literature. ICTAI (2017)
Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder
Towards a Semantic Search Engine for Scientific Articles. CoRR (2017)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin
Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. AIME (2017)
Grégory Apou, Nadine S. Schaadt, Benoît Naegel, Germain Forestier, Ralf Schönmeyer, Friedrich Feuerhake, Cédric Wemmert, Anne Grote
Detection of lobular structures in normal breast tissue. Comput. Biol. Medicine 74 (2016)
François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm. Knowl. Inf. Syst. 47 (1) (2016)
Mariem Mahfoudh, Germain Forestier, Laurent Thiry, Michel Hassenforder
Comment fusionner des ontologies avec la réécriture de graphes ? Tech. Sci. Informatiques 35 (1) (2016)
Fabien Despinoy, David Bouget, Germain Forestier, Cédric Penet, Nabil Zemiti, Philippe Poignet, Pierre Jannin
Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training. IEEE Trans. Biomed. Eng. 63 (6) (2016)
Germain Forestier, Cédric Wemmert
Semi-supervised learning using multiple clusterings with limited labeled data. Inf. Sci. (2016)
Vinh-Trung Luu, Mathis Ripken, Germain Forestier, Frédéric Fondement, Pierre-Alain Muller
Using Glocal Event Alignment for Comparing Sequences of Significantly Different Lengths. MLDM (2016)
Vinh-Trung Luu, Germain Forestier, Mathis Ripken, Frédéric Fondement, Pierre-Alain Muller
Web usage prediction and recommendation using web session clustering. ICDIM (2016)
Mariem Mahfoudh, Germain Forestier, Michel Hassenforder
A Benchmark for Ontologies Merging Assessment. KSEM (2016)
Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin
Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. AIME (2015)
Mariem Mahfoudh, Germain Forestier, Laurent Thiry, Michel Hassenforder
Algebraic graph transformations for formalizing ontology changes and evolving ontologies. Knowl. Based Syst. 73 (2015)
Germain Forestier, Laurent Riffaud, Pierre Jannin
Automatic phase prediction from low-level surgical activities. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Grégory Apou, Friedrich Feuerhake, Germain Forestier, Benoît Naegel, Cédric Wemmert
Synthesizing whole slide images. ISPA (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Germain Forestier