Evaluation of statistical association measures for the automatic signal generation in pharmacovigilance. - Emmanuel Roux; Frantz Thiessard; Annie Fourrier; Bernard Bégaud; Pascale Tubert-Bitter (IEEE Trans. Inf. Technol. Biomed., 2005)

A Support Method for the Contextual Interpretation of Biomechanical Data. - Emmanuel Roux; Anne-Pascale Godillon-Maquinghen; Patrice Caulier; Stéphane Bouilland; Denis Bouttens (IEEE Trans. Inf. Technol. Biomed., 2006)

Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up. - Marie Guéguin; Emmanuel Roux; Alfredo Hernández 001; Fabienne Porée; Philippe Mabo; Laurence Graindorge; Guy Carrault (IEEE Trans. Biomed. Eng., 2008)

Structural knowledge learning from maps for supervised land cover/use classification: Application to the monitoring of land cover/use maps in French Guiana. - Meriam Bayoudh; Emmanuel Roux; Gilles Richard; Richard Nock (Comput. Geosci., 2015)

Multi-sensor data fusion for identifying malaria environmental features. - Zhichao Li; Thibault Catry; Nadine Dessay; Emmanuel Roux; Etienne Mahe; Frédérique Seyler (IGARSS, 2016)

Mapping soil typologies using geomorphologic features extracted from dem and SAR data: A environmental factor affecting malaria transmission in the Amazon. - Zhichao Li; Thibault Catry; Nadine Dessay; Emmanuel Roux; Frédérique Seyler (IGARSS, 2016)

Mapping a Knowledge-Based Malaria Hazard Index Related to Landscape Using Remote Sensing: Application to the Cross-Border Area between French Guiana and Brazil. - Zhichao Li; Emmanuel Roux; Nadine Dessay; Romain Girod; Aurélia Stefani; Mathieu Nacher; Adrien Moiret; Frédérique Seyler (Remote. Sens., 2016)

Extraction automatique de paysages en imagerie satellitaire et enrichissement sémantique. - Anne Toulet; Emmanuel Roux; Anne-Elisabeth Laques; Eric Delaître; Laurent Demagistri; Isabelle Mougenot (EGC, 2017)

Regionalization of a Landscape-Based Hazard Index of Malaria Transmission: An Example of the State of Amapá, Brazil. - Zhichao Li; Thibault Catry; Nadine Dessay; Helen Da Costa Gurgel; Cláudio Aparecido de Almeida; Christovam Barcellos; Emmanuel Roux (Data, 2017)

A Semantic-Based Approach for Landscape Identification. - Anne Toulet; Emmanuel Roux; Anne-Elisabeth Laques; Eric Delaître; Laurent Demagistri; Isabelle Mougenot (EGC (best of volume), 2018)

Correcting the effect of sampling bias in species distribution modeling - A new method in the case of a low number of presence data. - Yi Moua; Emmanuel Roux; Frédérique Seyler; Sébastien Briolant (Ecol. Informatics, 2020)

A Mapping Review on Urban Landscape Factors of Dengue Retrieved from Earth Observation Data, GIS Techniques, and Survey Questionnaires. - Renaud Marti; Zhichao Li; Thibault Catry; Emmanuel Roux; Morgan Mangeas; Pascal Handschumacher; Jean Gaudart; Annelise Tran; Laurent Demagistri; Jean-François Faure; José Joaquín Carvajal; Bruna Drumond; et al. (Remote. Sens., 2020)

Toward an Early Warning System for Health Issues Related to Particulate Matter Exposure in Brazil: The Feasibility of Using Global PM2.5 Concentration Forecast Products. - Emmanuel Roux; Eliane Ignotti; Nelson Bègue; Hassan Bencherif; Thibault Catry; Nadine Dessay; Renata Gracie; Helen Gurgel; Sandra de Sousa Hacon; Mônica A. F. M. Magalhães; Antônio Miguel Vieira Monteiro; Christophe Révillion; et al. (Remote. Sens., 2020)

An hybrid CNN-Transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification. - Yamil Vindas; Blaise Kévin Guépié; Marilys Almar; Emmanuel Roux; Philippe Delachartre (MLHC, 2022)

Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization. - Yamil Vindas; Blaise Kévin Guépié; Marilys Almar; Emmanuel Roux; Philippe Delachartre (Medical Image Anal., 2022)

Deep Embedded Clustering Regularization for Supervised Imbalanced Cerebral Emboli Classification Using Transcranial Doppler Ultrasound. - Yamil Vindas; Emmanuel Roux; Blaise Kévin Guépié; Marilys Almar; Philippe Delachartre (EUSIPCO, 2023)

Guided deep embedded clustering regularization for multifeature medical signal classification. - Yamil Vindas; Emmanuel Roux; Blaise Kévin Guépié; Marilys Almar; Philippe Delachartre (Pattern Recognit., 2023)

Leveraging Knowledge Graphs for Earth System Dataset Discovery. - Vincent Armant; Felipe Vargas-Rojas; Victoria Agazzi; Jean-Christophe Desconnets; Isabelle Mougenot; Valentina Beretta; Stéphane Debard; Danai Symeonidou; Amira Mouakher; Joris Guérin; Thibault Catry; Emmanuel Roux (ISWC (3), 2024)

Trainable pruned ternary quantization for medical signal classification models. - Yamil Vindas; Blaise Kévin Guépié; Marilys Almar; Emmanuel Roux; Philippe Delachartre (Neurocomputing, 2024)

High-accuracy 3D locators tracking in real time using monocular vision. - C. Elmo Kulanesan; P. Vacher; Laure L. Charleux; Emmanuel Roux (Mach. Vis. Appl., 2024)

Complete Complementary Coded Excitation Scheme for SNR Improvement of 2D Sparse Array Ultrasound Imaging. - Mohamed Tamraoui; Hervé Liebgott; Emmanuel Roux (IEEE Trans. Biomed. Eng., 2024)

An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: An application to medical signal classification. - Yamil Vindas; Emmanuel Roux; Blaise Kévin Guépié; Marilys Almar; Philippe Delachartre (Pattern Recognit. Lett., 2025)