Germain Forestier
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
52
Venues
22
Active years
2007–2026
Best venue rank
A*
Where they publish
- BCBMS5 papers
- BIJCNN5 papers
- A*ICDM5 papers
- CKSEM5 papers
- CIGARSS4 papers
- BICTAI4 papers
- BICAART3 papers
- BPAKDD3 papers
- BAIME3 papers
- A*KDD2 papers
- AMICCAI2 papers
- BCSEDU1 paper
- MulticonferenceSAC1 paper
- CICPRAM1 paper
- BDSAA1 paper
- BCEC1 paper
- ASDM1 paper
- CISPA1 paper
- CMEDI1 paper
- BICIP1 paper
- AMODELS1 paper
- CIDEAL1 paper
Papers
52 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | CSEDU | KTBench: A Unified Evaluation Framework for Deep Knowledge Tracing. | Anass El Ayady, Maxime Devanne, Germain Forestier, Nour El Mawas |
| 2026 | ICAART | Adaptive Structured Pruning of Convolutional Neural Networks for Time Series Classification. | Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier |
| 2026 | SAC | Deformable Convolutions Improve Time Series Classification by Capturing Sparsed Patterns. | Jos Gilberto Barbosa de Medeiros Jnior, Andr Guarnier de Mitri, Maxime Devanne, Germain Forestier, Diego Furtado Silva |
| 2025 | CBMS | Automated Coding of French Emergency Calls Using BERT. | Samuel Lebot, Joris Muller, Sbastien Harscoat, Delphine Bernhard, Germain Forestier, Cdric Wemmert |
| 2025 | ICAART | A Comparative Study of CNNs and Vision-Language Models for Chart Image Classification. | Bruno Cme, Maxime Devanne, Jonathan Weber, Germain Forestier |
| 2025 | IJCNN | Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles. | Javidan Abdullayev, Maxime Devanne, Cyril Meyer, Ali Ismail-Fawaz, Jonathan Weber, Germain Forestier |
| 2025 | ICPRAM | Deep Neural Network Architectures for Advanced Hiking Map Generation. | Olivier Schirm, Maxime Devanne, Jonathan Weber, Arnaud Lecus, Germain Forestier, Cdric Wemmert |
| 2024 | IGARSS | Improving Urban Tree Species Classification with High Resolution Satellite Imagery and Machine Learning. | Romain Wenger, Clment Bressant, Lucie Roettele, Germain Forestier, Anne Puissant |
| 2024 | KDD | A Hands-on Introduction to Time Series Classification and Regression. | Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier, Ali Ismail-Fawaz, Antoine Guillaume, David Guijo-Rubio, Chang Wei Tan, Angus Dempster, Geoffrey I. Webb |
| 2024 | PAKDD | Finding Foundation Models for Time Series Classification with a PreText Task. | Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier |
| 2023 | CBMS | Comparison of deep learning architectures for colon cancer mutation detection. | Robin Heckenauer, Jonathan Weber, Cdric Wemmert, Caroline Truntzer, Valentin Derangre, Franois Ghiringhelli, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier |
| 2023 | DSAA | LITE: Light Inception with boosTing tEchniques for Time Series Classification. | Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti, Jonathan Weber, Germain Forestier |
| 2023 | ICAART | Enhancing Time Series Classification with Self-Supervised Learning. | Ali Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier |
| 2022 | ICDM | Incremental constrained clustering with application to remote sensing images time series. | Baptiste Lafabregue, Pierre Ganarski, Jonathan Weber, Germain Forestier |
| 2022 | IJCNN | A study of Knowledge Distillation in Fully Convolutional Network for Time Series Classification. | Emel Ay, Maxime Devanne, Jonathan Weber, Germain Forestier |
| 2022 | IGARSS | Deep Clustering Methods Study Applied to Satellite Images Time Series. | Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier |
| 2022 | KSEM | Sentiment Analysis Based on Deep Learning in E-Commerce. | Ameni Chamekh, Mariem Mahfoudh, Germain Forestier |
| 2022 | KSEM | Deep Learning-Based Sentiment Analysis for Predicting Financial Movements. | Hadhami Mejbri, Mariem Mahfoudh, Germain Forestier |
| 2022 | PAKDD | Smooth Perturbations for Time Series Adversarial Attacks. | Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier |
| 2021 | ICTAI | Grad Centroid Activation Mapping for Convolutional Neural Networks. | Baptiste Lafabregue, Jonathan Weber, Pierre Ganarski, Germain Forestier |
| 2020 | CBMS | Real-Time Detection of Glomeruli in Renal Pathology. | Robin Heckenauer, Jonathan Weber, Cdric Wemmert, Friedrich Feuerhake, Michel Hassenforder, Pierre-Alain Muller, Germain Forestier |
| 2020 | CEC | Automated Machine Learning for Information Retrieval in Scientific Articles. | Hojjat Rakhshani, Bastien Latard, Mathieu Brvilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar |
| 2020 | IJCNN | Neural Architecture Search for Time Series Classification. | Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brvilliers, Pierre-Alain Muller |
| 2020 | ICTAI | Time Series Averaging Using Multi-Tasking Autoencoder. | Tsegamlak Terefe, Maxime Devanne, Jonathan Weber, Dereje Hailemariam, Germain Forestier |
| 2019 | AIME | Automatic Alignment of Surgical Videos Using Kinematic Data. | Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Franois Petitjean, Lhassane Idoumghar, Pierre-Alain Muller |
| 2019 | IJCNN | Deep Neural Network Ensembles for Time Series Classification. | Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller |
| 2019 | IJCNN | Adversarial Attacks on Deep Neural Networks for Time Series Classification. | Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller |
| 2018 | MICCAI | Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. | Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller |
| 2018 | MICCAI | Role of Task Complexity and Training in Crowdsourced Image Annotation. | Nadine S. Schaadt, Anne Grote, Germain Forestier, Cdric Wemmert, Friedrich Feuerhake |
| 2018 | SDM | Efficient search of the best warping window for Dynamic Time Warping. | Chang Wei Tan, Matthieu Herrmann, Germain Forestier, Geoffrey I. Webb, Franois Petitjean |
| 2017 | AIME | Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. | Germain Forestier, Franois Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin |
| 2017 | ICDM | Generating Synthetic Time Series to Augment Sparse Datasets. | Germain Forestier, Franois Petitjean, Hoang Anh Dau, Geoffrey I. Webb, Eamonn J. Keogh |
| 2017 | ICTAI | Using Semantic Relations between Keywords to Categorize Articles from Scientific Literature. | Bastien Latard, Jonathan Weber, Germain Forestier, Michel Hassenforder |
| 2016 | KSEM | A Benchmark for Ontologies Merging Assessment. | Mariem Mahfoudh, Germain Forestier, Michel Hassenforder |
| 2015 | AIME | Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. | Germain Forestier, Franois Petitjean, Laurent Riffaud, Pierre Jannin |
| 2015 | ISPA | Synthesizing whole slide images. | Grgory Apou, Friedrich Feuerhake, Germain Forestier, Benot Naegel, Cdric Wemmert |
| 2015 | PAKDD | Web Site Audience Segmentation Using Hybrid Alignment Techniques. | Vinh-Trung Luu, Germain Forestier, Frdric Fondement, Pierre-Alain Muller |
| 2014 | ICDM | Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. | Franois Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh |
| 2014 | MEDI | Algebraic Graph Transformations for Merging Ontologies. | Mariem Mahfoudh, Laurent Thiry, Germain Forestier, Michel Hassenforder |
| 2013 | ICIP | Stain unmixing in brightfield multiplexed immunohistochemistry. | Cdric Wemmert, Juliane M. Kruger, Germain Forestier, Ludovic Sternberger, Friedrich Feuerhake, Pierre Ganarski |
| 2013 | IGARSS | Learning fuzzy rules to characterize objects of interest from remote sensing images. | Bruno Belarte, Cdric Wemmert, Germain Forestier, Manuel Grizonnet, Christiane Weber |
| 2013 | KDD | Analyzing the composition of cities using spatial clustering. | Zechun Cao, Sujing Wang, Germain Forestier, Anne Puissant, Christoph F. Eick |
| 2013 | KSEM | Consistent Ontologies Evolution Using Graph Grammars. | Mariem Mahfoudh, Germain Forestier, Laurent Thiry, Michel Hassenforder |
| 2013 | MODELS | Big Metamodels Are Evil - Package Unmerge - A Technique for Downsizing Metamodels. | Frdric Fondement, Pierre-Alain Muller, Laurent Thiry, Brice Wittmann, Germain Forestier |
| 2011 | CBMS | Sharing object models for multi-modality medical image simulation: A semantic approach. | Germain Forestier, Adrien Marion, Hugues Benoit-Cattin, Patrick Clarysse, Denis Friboulet, Tristan Glatard, Patrick Hugonnard, Carole Lartizien, Herv Liebgott, Joachim Tabary, Bernard Gibaud |
| 2011 | CBMS | Multi-modality medical image simulation of biological models with the Virtual Imaging Platform (VIP). | Adrien Marion, Germain Forestier, Hugues Benoit-Cattin, Sorina Camarasu-Pop, Patrick Clarysse, Rafael Ferreira da Silva, Bernard Gibaud, Tristan Glatard, Patrick Hugonnard, Carole Lartizien, Herv Liebgott, Svenja Specovius, Joachim Tabary, Sbastien Valette, Denis Friboulet |
| 2010 | IDEAL | Analysing Satellite Image Time Series by Means of Pattern Mining. | Franois Petitjean, Pierre Ganarski, Florent Masseglia, Germain Forestier |
| 2010 | KSEM | Background Knowledge Integration in Clustering Using Purity Indexes. | Germain Forestier, Cdric Wemmert, Pierre Ganarski |
| 2009 | ICDM | Mining Multiple Satellite Sensor Data Using Collaborative Clustering. | Germain Forestier, Cdric Wemmert, Pierre Ganarski, Jordi Inglada |
| 2008 | ICDM | Semi-supervised Collaborative Clustering with Partial Background Knowledge. | Germain Forestier, Cdric Wemmert, Pierre Ganarski |
| 2008 | IGARSS | On Combining Unsupervised Classification and Ontology Knowledge. | Germain Forestier, Cdric Wemmert, Pierre Ganarski |
| 2007 | ICTAI | Ontology-Based Object Recognition for Remote Sensing Image Interpretation. | Nicolas Durand, Sbastien Derivaux, Germain Forestier, Cdric Wemmert, Pierre Ganarski, Omar Boussaid, Anne Puissant |