An Unsupervised Collaborative Learning Method to Refine Classification Hierarchies. - Cédric Wemmert; Pierre Gançarski; Jerzy Korczak 001 (ICTAI, 1999)

A Collaborative Approach to Combine Multiple Learning Methods. - Cédric Wemmert; Pierre Gançarski; Jerzy J. Korczak (Int. J. Artif. Intell. Tools, 2000)

Collaborative multi-strategy classification: application to per-pixel analysis of images. - Pierre Gançarski; Cédric Wemmert (MDM@KDD, 2005)

Ontology-Based Object Recognition for Remote Sensing Image Interpretation. - Nicolas Durand 001; Sébastien Derivaux; Germain Forestier; Cédric Wemmert; Pierre Gançarski; Omar Boussaid; Anne Puissant (ICTAI (1), 2007)

On the complementarity of an ontology and a nearest neighbour classifier for remotely sensed image interpretation. - Sébastien Derivaux; Nicolas Durand 001; Cédric Wemmert (IGARSS, 2007)

Collaborative multi-step mono-level multi-strategy classification. - Pierre Gançarski; Cédric Wemmert (Multim. Tools Appl., 2007)

An Evolutionary Approach for Ontology Driven Image Interpretation. - Germain Forestier; Sébastien Derivaux; Cédric Wemmert; Pierre Gançarski (EvoWorkshops, 2008)

Interprétation d'images basée sur une approche évolutive guidée par une ontologie. - Germain Forestier; Sébastien Derivaux; Cédric Wemmert; Pierre Gançarski (EGC, 2008)

Semi-supervised Collaborative Clustering with Partial Background Knowledge. - Germain Forestier; Cédric Wemmert; Pierre Gançarski (ICDM Workshops, 2008)

On Combining Unsupervised Classification and Ontology Knowledge. - Germain Forestier; Cédric Wemmert; Pierre Gançarski (IGARSS (4), 2008)

Multisource Images Analysis Using Collaborative Clustering. - Germain Forestier; Cédric Wemmert; Pierre Gançarski (EURASIP J. Adv. Signal Process., 2008)

Mining Multiple Satellite Sensor Data Using Collaborative Clustering. - Germain Forestier; Cédric Wemmert; Pierre Gançarski; Jordi Inglada (ICDM Workshops, 2009)

Multiresolution Remote Sensing Image Clustering. - Cédric Wemmert; Anne Puissant; Germain Forestier; Pierre Gançarski (IEEE Geosci. Remote. Sens. Lett., 2009)

Improving Supervised Learning with Multiple Clusterings. - Cédric Wemmert; Germain Forestier; Sébastien Derivaux (Applications of Supervised and Unsupervised Ensemble Methods, 2009)

Comparaison de critères de pureté pour l'intégration de connaissances en clustering semi-supervisé. - Germain Forestier; Cédric Wemmert; Pierre Gançarski (EGC, 2010)

Towards conflict resolution in collaborative clustering. - Germain Forestier; Cédric Wemmert; Pierre Gançarski (IEEE Conf. of Intelligent Systems, 2010)

Background Knowledge Integration in Clustering Using Purity Indexes. - Germain Forestier; Cédric Wemmert; Pierre Gançarski (KSEM, 2010)

Collaborative clustering with background knowledge. - Germain Forestier; Pierre Gançarski; Cédric Wemmert (Data Knowl. Eng., 2010)

Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation. - Sébastien Derivaux; Germain Forestier; Cédric Wemmert; Sébastien Lefèvre (Pattern Recognit. Lett., 2010)

SLEMC : Apprentissage semi-supervisé enrichi par de multiples clusterings. - Cédric Wemmert; Germain Forestier (Fouille de données complexes, 2011)

Hierarchical classification-based radon road extraction (HCBRRE). - Aymen Sellaouti; Hmida Rojbani; Atef Hamouda; Cédric Wemmert; Aline Deruyver (ICARCV, 2012)

Hierarchical Classification-Based Region Growing (HCBRG): A Collaborative Approach for Object Segmentation and Classification. - Aymen Sellaouti; Atef Hamouda; Aline Deruyver; Cédric Wemmert (ICIAR (1), 2012)

Knowledge-based region labeling for remote sensing image interpretation. - Germain Forestier; Anne Puissant; Cédric Wemmert; Pierre Gançarski (Comput. Environ. Urban Syst., 2012)

Approche orientée objet sémantique et coopérative pour la classification des images de zones urbaines à très haute résolution. - Aymen Sellaouti; Atef Hamouda; Aline Deruyver; Cédric Wemmert (EGC, 2013)

Stain unmixing in brightfield multiplexed immunohistochemistry. - Cédric Wemmert; Juliane M. Kruger; Germain Forestier; Ludovic Sternberger; Friedrich Feuerhake; Pierre Gançarski (ICIP, 2013)

Learning fuzzy rules to characterize objects of interest from remote sensing images. - Bruno Belarte; Cédric Wemmert; Germain Forestier; Manuel Grizonnet; Christiane Weber (IGARSS, 2013)

Towards a Semi-automatic Semantic Approach for Satellite Image Analysis. - Cecilia di Sciascio; Cecilia Zanni-Merk; Cédric Wemmert; Stella Marc-Zwecker; François de Bertrand de Beuvron (KES, 2013)

Coastal image interpretation using background knowledge and semantics. - Germain Forestier; Cédric Wemmert; Anne Puissant (Comput. Geosci., 2013)

Apprentissage de règles floues pour caractériser des objets d'intérêt dans une image de télédétection. - Bruno Belarte; Cédric Wemmert; Germain Forestier; Christiane Weber; Manuel Grizonnet (Fouille de données complexes, 2014)

A Fuzzy-Rule Based Ontology for Urban Object Recognition. - Stella Marc-Zwecker; Khalid Asnoune; Cédric Wemmert (KEOD, 2014)

Fast Segmentation for Texture-based Cartography of whole Slide Images. - Grégory Apou; Benoît Naegel; Germain Forestier; Friedrich Feuerhake; Cédric Wemmert (VISAPP (1), 2014)

Efficient Region-based Classification for Whole Slide Images. - Grégory Apou; Benoît Naegel; Germain Forestier; Friedrich Feuerhake; Cédric Wemmert (VISIGRAPP (Selected Papers), 2014)

Template-Based Hierarchical Building Extraction. - Aymen Sellaouti; Atef Hamouda; Aline Deruyver; Cédric Wemmert (IEEE Geosci. Remote. Sens. Lett., 2014)

Synthesizing whole slide images. - Grégory Apou; Friedrich Feuerhake; Germain Forestier; Benoît Naegel; Cédric Wemmert (ISPA, 2015)

A Layered Architecture for a Fuzzy Semantic Approach for Satellite Image Analysis. - Cecilia Zanni-Merk; Stella Marc-Zwecker; Cédric Wemmert; François de Bertrand de Beuvron (Int. J. Knowl. Syst. Sci., 2015)

Detection of lobular structures in normal breast tissue. - Grégory Apou; Nadine S. Schaadt; Benoît Naegel; Germain Forestier; Ralf Schönmeyer; Friedrich Feuerhake; Cédric Wemmert; Anne Grote (Comput. Biol. Medicine, 2016)

Semi-supervised learning using multiple clusterings with limited labeled data. - Germain Forestier; Cédric Wemmert (Inf. Sci., 2016)

Optimal cut in minimum spanning trees for 3-D cell nuclei segmentation. - Arnaud Abreu; François-Xavier Frenois; Salvatore Valitutti; Pierre Brousset; Patrice Denéfle; Benoît Naegel; Cédric Wemmert (ISPA, 2017)

Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities. - Maja Temerinac-Ott; Germain Forestier; Jessica Schmitz; Meyke Hermsen; J. H. Braseni; Friedrich Feuerhake; Cédric Wemmert (ISPA, 2017)

Model-based graph segmentation in 2-D fluorescence microsecopy images. - Arnaud Abreu; François-Xavier Frenois; Salvatore Valitutti; Pierre Brousset; Patrice Denéfle; Benoît Naegel; Cédric Wemmert (ICPR, 2018)

Role of Task Complexity and Training in Crowdsourced Image Annotation. - Nadine S. Schaadt; Anne Grote; Germain Forestier; Cédric Wemmert; Friedrich Feuerhake (COMPAY/OMIA@MICCAI, 2018)

Collaborative clustering: Why, when, what and how. - Antoine Cornuéjols; Cédric Wemmert; Pierre Gançarski; Younès Bennani (Inf. Fusion, 2018)

Ensemble Of Neural Networks For High Endothelial Venules Detection In Meca-79 Immunohistochemistry Images. - Arnaud Abreu; Camille Franchet; François-Xavier Frenois; Pierre Brousset; Jean-Philippe Girard; Patrice Denéfle; Benoît Naegel; Cédric Wemmert (ISBI, 2019)

Strategies for Training Stain Invariant CNNS. - Thomas Andrew Lampert; Odyssée Merveille; Jessica Schmitz; Germain Forestier; Friedrich Feuerhake; Cédric Wemmert (ISBI, 2019)

Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. - Anne Grote; Nadine S. Schaadt; Germain Forestier; Cédric Wemmert; Friedrich Feuerhake (IEEE Trans. Medical Imaging, 2019)

Real-Time Detection of Glomeruli in Renal Pathology. - Robin Heckenauer; Jonathan Weber; Cédric Wemmert; Friedrich Feuerhake; Michel Hassenforder; Pierre-Alain Muller; Germain Forestier (CBMS, 2020)

An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images. - Odyssée Merveille; Thomas Andrew Lampert; Jessica Schmitz; Germain Forestier; Friedrich Feuerhake; Cédric Wemmert (CoRR, 2020)

Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. - Jelica Vasiljevic; Friedrich Feuerhake; Cédric Wemmert; Thomas Andrew Lampert (ISBI, 2021)

Deep learning for colon cancer histopathological images analysis. - Amina Ben Hamida; Maxime Devanne; Jonathan Weber; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Germain Forestier; Cédric Wemmert (Comput. Biol. Medicine, 2021)

An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. - Odyssée Merveille; Thomas Andrew Lampert; Jessica Schmitz; Germain Forestier; Friedrich Feuerhake; Cédric Wemmert (Comput. Methods Programs Biomed., 2021)

Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. - Jelica Vasiljevic; Friedrich Feuerhake; Cédric Wemmert; Thomas Andrew Lampert (Neurocomputing, 2021)

Conditional image synthesis for improved segmentation of glomeruli in renal histopathological images. - Florian Allender; Rémi Allègre; Cédric Wemmert; Jean-Michel Dischler (BHI, 2022)

Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders. - Ilias Rmouque; Maxime Devanne; Jonathan Weber; Germain Forestier; Cédric Wemmert (VISIGRAPP (4: VISAPP), 2022)

Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation. - Amina Ben Hamida; Maxime Devanne; Jonathan Weber; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Germain Forestier; Cédric Wemmert (Artif. Intell. Medicine, 2022)

CycleGAN for virtual stain transfer: Is seeing really believing? - Jelica Vasiljevic; Zeeshan Nisar; Friedrich Feuerhake; Cédric Wemmert; Thomas Andrew Lampert (Artif. Intell. Medicine, 2022)

Generation of synthetic training data for SEEG electrodes segmentation. - Anja Pantovic; Xiaoxi Ren; Cédric Wemmert; Irène Ollivier; Caroline Essert (Int. J. Comput. Assist. Radiol. Surg., 2022)

Data augmentation based on spatial deformations for histopathology: An evaluation in the context of glomeruli segmentation. - Florian Allender; Rémi Allègre; Cédric Wemmert; Jean-Michel Dischler (Comput. Methods Programs Biomed., 2022)

Deep learning methods evaluation to predict air quality based on Computational Fluid Dynamics. - Xavier Jurado; Nicolas Reiminger; Marouane Benmoussa; José Vazquez; Cédric Wemmert (Expert Syst. Appl., 2022)

Comparison of deep learning architectures for colon cancer mutation detection. - Robin Heckenauer; Jonathan Weber; Cédric Wemmert; Caroline Truntzer; Valentin Derangère; François Ghiringhelli; Michel Hassenforder; Pierre-Alain Muller; Germain Forestier (CBMS, 2023)

HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. - Jelica Vasiljevic; Friedrich Feuerhake; Cédric Wemmert; Thomas Andrew Lampert (Knowl. Based Syst., 2023)

Multi-scale Component-Tree: A Hierarchical Representation for Sparse Objects. - Romain Perrin; Aurélie Leborgne; Nicolas Passat; Benoît Naegel; Cédric Wemmert (DGMM, 2024)

Multi-Scale Component-Trees for Enhanced Representation in Multiplex Immunohistochemistry Imaging. - Romain Perrin; Aurélie Leborgne; Nicolas Passat; Benoît Naegel; Cédric Wemmert (ISBI, 2024)

Automated Coding of French Emergency Calls Using BERT. - Samuel Lebot; Joris Muller; Sébastien Harscoat; Delphine Bernhard; Germain Forestier; Cédric Wemmert (CBMS, 2025)

Combinaison ontologie et satisfaction de contraintes pour la reconnaissance d'objets dans des images satellitaires haute résolution. - Zouhayra Ayadi; Ali Ayadi; Maguelonne Teisseire; Cédric Wemmert (EGC, 2025)

Deep Neural Network Architectures for Advanced Hiking Map Generation. - Olivier Schirm; Maxime Devanne; Jonathan Weber; Arnaud Lecus; Germain Forestier; Cédric Wemmert (ICPRAM, 2025)