Optimization in Voronoi Diagrams. - Etienne Bertin 002; Stéphane Marchand-Maillet; Jean-Marc Chassery (ISMM, 1994)

A minimum spanning tree approach to line image analysis. - Stéphane Marchand-Maillet; Yazid M. Sharaiha (ICPR, 1996)

Topological Errors and Optimal Chamfer Distance Coefficients. - Stéphane Marchand-Maillet; Yazid M. Sharaiha (DGCI, 1997)

Discrete Convexity, Straightness, and the 16-Neighborhood. - Stéphane Marchand-Maillet; Yazid M. Sharaiha (Comput. Vis. Image Underst., 1997)

Skeleton location and evaluation based on local digital width in ribbon-like images. - Stéphane Marchand-Maillet; Yazid M. Sharaiha (Pattern Recognit., 1997)

Euclidean Ordering via Chamfer Distance Calculations. - Stéphane Marchand-Maillet; Yazid M. Sharaiha (Comput. Vis. Image Underst., 1999)

Binary digital image processing - a discrete approach. - Stéphane Marchand-Maillet; Yazid M. Sharaiha (Academic Press, 2000)

Approximate Viterbi decoding for 2D-hidden Markov models. - Bernard Mérialdo; Stéphane Marchand-Maillet; Benoit Huet (ICASSP, 2000)

Strategies for Positive and Negative Relevance Feedback in Image Retrieval. - Henning Müller; Wolfgang Müller 001; Stéphane Marchand-Maillet; Thierry Pun; David Squire (ICPR, 2000)

An open framework for distributed multimedia retrieval. - Henning Müller; Wolfgang Müller 001; David McG. Squire; Zoran Pecenovic; Stéphane Marchand-Maillet (RIAO, 2000)

MRML: A Communication Protocol for Content-Based Image Retrieval. - Wolfgang Müller 001; Henning Müller; Stéphane Marchand-Maillet; Thierry Pun; David Squire; Zoran Pecenovic; Christoph Giess; Arjen P. de Vries (VISUAL, 2000)

Second Generation Benchmarking and Application Oriented Evaluation. - Shelby Pereira; Sviatoslav Voloshynovskiy; Maribel Madueño; Stéphane Marchand-Maillet; Thierry Pun (Information Hiding, 2001)

Evaluating image browsers using structured annotation. - Wolfgang Müller 001; Stéphane Marchand-Maillet; Henning Müller; David Squire; Thierry Pun (J. Assoc. Inf. Sci. Technol., 2001)

Performance evaluation in content-based image retrieval: overview and proposals. - Henning Müller; Wolfgang Müller 001; David Squire; Stéphane Marchand-Maillet; Thierry Pun (Pattern Recognit. Lett., 2001)

The Truth about Corel - Evaluation in Image Retrieval. - Henning Müller; Stéphane Marchand-Maillet; Thierry Pun (CIVR, 2002)

Construction of a formal multimedia benchmark. - Stéphane Marchand-Maillet (EUSIPCO, 2002)

Overview of Approaches to Semantic Augmentation of Multimedia Databases for Efficient Access and Content Retrieval. - Serhiy Kosinov; Stéphane Marchand-Maillet (Adaptive Multimedia Retrieval, 2003)

A Framework for Benchmarking in CBIR. - Henning Müller; Wolfgang Müller 001; Stéphane Marchand-Maillet; Thierry Pun; David McG. Squire (Multim. Tools Appl., 2003)

Video Content Representation as Salient Regions of Activity. - Nicolas Moënne-Loccoz; Eric Bruno; Stéphane Marchand-Maillet (CIVR, 2004)

Managing Video Collections at Large. - Nicolas Moënne-Loccoz; Bruno Janvier; Stéphane Marchand-Maillet; Eric Bruno (CVDB, 2004)

Visual Object Categorization Using Distance-Based Discriminant Analysis. - Serhiy Kosinov; Stéphane Marchand-Maillet; Thierry Pun (MDDE, 2004)

Iterative Majorization Approach to the Distance-based Discriminant Analysis. - Serhiy Kosinov; Stéphane Marchand-Maillet; Thierry Pun (GfKl, 2004)

Towards Meeting Information Systems: Meeting Knowledge Management. - Vincenzo Pallotta; Hatem Ghorbel; Afzal Ballim; Agnes Lisowska; Stéphane Marchand-Maillet (ICEIS (3), 2004)

An Integrated Framework for the Management of Video Collection. - Nicolas Moënne-Loccoz; Bruno Janvier; Stéphane Marchand-Maillet; Eric Bruno (MLMI, 2004)

OWL-based reasoning with retractable inference. - Carlo Jelmini; Stéphane Marchand-Maillet (RIAO, 2004)

Unsupervised event discrimination based on nonlinear temporal modeling of activity content. - Eric Bruno; Nicolas Moënne-Loccoz; Stéphane Marchand-Maillet (Pattern Anal. Appl., 2004)

Knowledge-based detection of events in video streams from salient regions of activity. - Nicolas Moënne-Loccoz; Eric Bruno; Stéphane Marchand-Maillet (Pattern Anal. Appl., 2004)

Learning User Queries in Multimodal Dissimilarity Spaces. - Eric Bruno; Nicolas Moënne-Loccoz; Stéphane Marchand-Maillet (Adaptive Multimedia Retrieval, 2005)

Interactive Retrieval of Video Sequences from Local Feature Dynamics. - Nicolas Moënne-Loccoz; Eric Bruno; Stéphane Marchand-Maillet (Adaptive Multimedia Retrieval, 2005)

A contextual model for semantic video structuring. - Bruno Janvier; Eric Bruno; Stéphane Marchand-Maillet; Thierry Pun (EUSIPCO, 2005)

Interactive partial matching of video sequences in large collections. - Nicolas Moënne-Loccoz; Eric Bruno; Stéphane Marchand-Maillet (ICIP (3), 2005)

Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval. - Eric Bruno; Nicolas Moënne-Loccoz; Stéphane Marchand-Maillet (CIVR, 2006)

Local Feature Trajectories for Efficient Event-Based Indexing of Video Sequences. - Nicolas Moënne-Loccoz; Eric Bruno; Stéphane Marchand-Maillet (CIVR, 2006)

Dual diffusion model of spreading activation for content-based image retrieval. - Serhiy Kosinov; Stéphane Marchand-Maillet; Igor Kozintsev; Carole Dulong; Thierry Pun (Multimedia Information Retrieval, 2006)

Benchmarking image and video retrieval: an overview. - Stéphane Marchand-Maillet; Marcel Worring (Multimedia Information Retrieval, 2006)

Information-theoretic temporal segmentation of video and applications: multiscale keyframes selection and shot boundaries detection. - Bruno Janvier; Eric Bruno; Thierry Pun; Stéphane Marchand-Maillet (Multim. Tools Appl., 2006)

Handling temporal heterogeneous data for content-based management of large video collections. - Nicolas Moënne-Loccoz; Bruno Janvier; Stéphane Marchand-Maillet; Eric Bruno (Multim. Tools Appl., 2006)

Information Fusion in Multimedia Information Retrieval. - Jana Kludas; Eric Bruno; Stéphane Marchand-Maillet (Adaptive Multimedia Retrieval, 2007)

Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis. - Donn Morrison; Stéphane Marchand-Maillet; Eric Bruno (Adaptive Multimedia Retrieval, 2007)

Combining multimodal preferences for multimedia information retrieval. - Eric Bruno; Jana Kludas; Stéphane Marchand-Maillet (Multimedia Information Retrieval, 2007)

Hierarchical Long-Term Learning for Automatic Image Annotation. - Donn Morrison; Stéphane Marchand-Maillet; Eric Bruno (SAMT, 2007)

Semantic clustering of images using patterns of relevance feedback. - Donn Morrison; Stéphane Marchand-Maillet; Eric Bruno (CBMI, 2008)

Digging out implicit semantics from user interaction. - Stéphane Marchand-Maillet (Contextual and Social Media Understanding and Usage, 2008)

Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents. - Eric Bruno; Nicolas Moënne-Loccoz; Stéphane Marchand-Maillet (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Spatially consistent partial matching for intra- and inter-image prototype selection. - Serhiy Kosinov; Eric Bruno; Stéphane Marchand-Maillet (Signal Process. Image Commun., 2008)

Mining Networked Media Collections. - Stéphane Marchand-Maillet; Donn Morrison; Eniko Szekely; Jana Kludas; Marc von Wyl; Eric Bruno (Adaptive Multimedia Retrieval, 2009)

Workshop on Information Retrieval over Social Networks. - Stéphane Marchand-Maillet; Arjen P. de Vries; Mor Naaman (ECIR, 2009)

Unsupervised Discriminant Embedding in Cluster Spaces. - Eniko Szekely; Eric Bruno; Stéphane Marchand-Maillet (KDIR, 2009)

Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models. - Eniko Szekely; Eric Bruno; Stéphane Marchand-Maillet (IC3K, 2009)

TagCaptcha: annotating images with CAPTCHAs. - Donn Morrison; Stéphane Marchand-Maillet; Eric Bruno (KDD Workshop on Human Computation, 2009)

Multiview clustering: a late fusion approach using latent models. - Eric Bruno; Stéphane Marchand-Maillet (SIGIR, 2009)

Optimizing strategies for the exploration of social networks and associated data collections. - Stéphane Marchand-Maillet; Eniko Szekely; Eric Bruno (WIAMIS, 2009)

Multimodal Preference Aggregation for Multimedia Information Retrieval. - Eric Bruno; Stéphane Marchand-Maillet (J. Multim., 2009)

Can feature information interaction help for information fusion in multimedia problems? - Jana Kludas; Eric Bruno; Stéphane Marchand-Maillet (Multim. Tools Appl., 2009)

High-Dimensional Multimodal Distribution Embedding. - Eniko Szekely; Eric Bruno; Stéphane Marchand-Maillet (ICDM Workshops, 2010)

Capturing the Semantics of User Interaction: A Review and Case Study. - Donn Morrison; Stéphane Marchand-Maillet; Eric Bruno (Emergent Web Intelligence, 2010)

Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections. - Hisham Mohamed 001; Marc von Wyl; Eric Bruno; Stéphane Marchand-Maillet (Adaptive Multimedia Retrieval, 2011)

Query log simulation for long-term learning in image retrieval. - Donn Morrison; Stéphane Marchand-Maillet; Eric Bruno (CBMI, 2011)

Effective multimodal information fusion by structure learning. - Jana Kludas; Stéphane Marchand-Maillet (FUSION, 2011)

A parallel cross-modal search engine over large-scale multimedia collections with interactive relevance feedback. - Marc von Wyl; Hisham Mohamed 001; Eric Bruno; Stéphane Marchand-Maillet (ICMR, 2011)

Introduction to the special issue on image and video retrieval: theory and applications. - Ioannis Kompatsiaris; Stéphane Marchand-Maillet; Roelof van Zwol; Sébastien Marcel (Multim. Tools Appl., 2011)

Distributed media indexing based on MPI and MapReduce. - Hisham Mohamed 001; Stéphane Marchand-Maillet (CBMI, 2012)

SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections. - Marc von Wyl; Stéphane Marchand-Maillet (DEXA Workshops, 2012)

Enhancing MapReduce Using MPI and an Optimized Data Exchange Policy. - Hisham Mohamed 001; Stéphane Marchand-Maillet (ICPP Workshops, 2012)

Unsupervised skeleton learning for manifold denoising. - Ke Sun 001; Eric Bruno; Stéphane Marchand-Maillet (ICPR, 2012)

Stochastic unfolding. - Ke Sun 001; Eric Bruno; Stéphane Marchand-Maillet (MLSP, 2012)

Personalized access to cultural heritage: multimedia by the crowd, for the crowd. - Johan Oomen; Lora Aroyo; Stéphane Marchand-Maillet; Jeremy Douglass (ACM Multimedia, 2012)

Multimedia Information Retrieval in a Social Context. - Stéphane Marchand-Maillet (PROMISE Winter School, 2012)

Parallel Approaches to Permutation-Based Indexing Using Inverted Files. - Hisham Mohamed 001; Stéphane Marchand-Maillet (SISAP, 2012)

Serendipitous Exploration of Large-scale Product Catalogs. - Marc von Wyl; Birgit Hofreiter; Stéphane Marchand-Maillet (CEC, 2012)

Bag-of-Visual-Phrases via Local Contexts. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (ACPR, 2013)

Permutation-Based Pruning for Approximate K-NN Search. - Hisham Mohamed 001; Stéphane Marchand-Maillet (DEXA (1), 2013)

Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (ICIAP Workshops, 2013)

Learning Representative Nodes in Social Networks. - Ke Sun 001; Donn Morrison; Eric Bruno; Stéphane Marchand-Maillet (PAKDD (2), 2013)

Quantized Ranking for Permutation-Based Indexing. - Hisham Mohamed 001; Stéphane Marchand-Maillet (SISAP, 2013)

Rank Aggregation for QoS-Aware Web Service Selection and Composition. - Birgit Hofreiter; Stéphane Marchand-Maillet (SOCA, 2013)

Multi-dimensional Information Ordering to Support Decision-Making Processes. - Stéphane Marchand-Maillet; Birgit Hofreiter (CBI, 2013)

Topic modelling of clickthrough data in image search. - Donn Morrison; Theodora Tsikrika; Vera Hollink; Arjen P. de Vries; Eric Bruno; Stéphane Marchand-Maillet (Multim. Tools Appl., 2013)

MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy. - Hisham Mohamed 001; Stéphane Marchand-Maillet (Parallel Comput., 2013)

Sparsity on Statistical Simplexes and Diversity in Social Ranking. - Ke Sun 001; Hisham Mohamed 001; Stéphane Marchand-Maillet (ACML, 2014)

Fast large-scale multimedia indexing and searching. - Hisham Mohamed 001; Hasmik Osipyan; Stéphane Marchand-Maillet (CBMI, 2014)

Digesting Large-scale data. - Stéphane Marchand-Maillet (CORIA-CIFED, 2014)

The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. - Daniel Gatica-Perez; Carlos Pallan; Stéphane Marchand-Maillet; Jean-Marc Odobez; Edgar Roman-Rangel; Nikolai Grube (DH, 2014)

An Information Geometry of Statistical Manifold Learning. - Ke Sun 001; Stéphane Marchand-Maillet (ICML, 2014)

Two-Stage Metric Learning. - Jun Wang 017; Ke Sun 001; Fei Sha; Stéphane Marchand-Maillet; Alexandros Kalousis (ICML, 2014)

Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. - Hasmik Osipyan; April Morton; Stéphane Marchand-Maillet (IRFC, 2014)

HOOSC128: A More Robust Local Shape Descriptor. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (MCPR, 2014)

Automatic Removal of Visual Stop-Words. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (ACM Multimedia, 2014)

Where Is the News Breaking? Towards a Location-Based Event Detection Framework for Journalists. - Bahareh Rahmanzadeh Heravi; Donn Morrison; Prashant Khare; Stéphane Marchand-Maillet (MMM (2), 2014)

Multi-Core (CPU and GPU) for Permutation-Based Indexing. - Hisham Mohamed 001; Hasmik Osipyan; Stéphane Marchand-Maillet (SISAP, 2014)

Big Data Management and Analysis for Business Informatics - A Survey. - Stéphane Marchand-Maillet; Birgit Hofreiter (Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2014)

Preface to the special issue on Content-Based Multimedia Indexing. - Stéphane Marchand-Maillet; Patrick Lambert; Bernard Mérialdo; Jenny Benois-Pineau (Multim. Tools Appl., 2014)

Scalable Indexing for Big Data Processing. - Hisham Mohamed 001; Stéphane Marchand-Maillet (Big Data - Algorithms, Analytics, and Applications, 2015)

Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. - Martin Krulis; Hasmik Osipyan; Stéphane Marchand-Maillet (ADBIS (Short Papers and Workshops), 2015)

Permutation based indexing for high dimensional data on GPU architectures. - Martin Krulis; Hasmik Osipyan; Stéphane Marchand-Maillet (CBMI, 2015)

A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. - Hasmik Osipyan; Martin Krulis; Stéphane Marchand-Maillet (ICCSW, 2015)

Information Geometry and Minimum Description Length Networks. - Ke Sun 001; Jun Wang 017; Alexandros Kalousis; Stéphane Marchand-Maillet (ICML, 2015)

Space-Time Local Embeddings. - Ke Sun 001; Jun Wang 017; Alexandros Kalousis; Stéphane Marchand-Maillet (NIPS, 2015)

Learning vector autoregressive models with focalised Granger-causality graphs. - Magda Gregorova; Alexandros Kalousis; Stéphane Marchand-Maillet; Jun Wang 017 (CoRR, 2015)

Shape-based detection of Maya hieroglyphs using weighted bag representations. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (Pattern Recognit., 2015)

Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics. - Rui Hu 010; Gulcan Can; Carlos Pallan Gayol; Guido Krempel; Jakub Spotak; Gabrielle Vail; Stéphane Marchand-Maillet; Jean-Marc Odobez; Daniel Gatica-Perez (IEEE Signal Process. Mag., 2015)

A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. - Li Weng; Laurent Amsaleg; April Morton; Stéphane Marchand-Maillet (IEEE Trans. Inf. Forensics Secur., 2015)

Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art. - Edgar Roman-Rangel; Gulcan Can; Stéphane Marchand-Maillet; Rui Hu 010; Carlos Pallan Gayol; Guido Krempel; Jakub Spotak; Jean-Marc Odobez; Daniel Gatica-Perez (ECCV Workshops (1), 2016)

Comix: Joint estimation and lightspeed comparison of mixture models. - Olivier Schwander; Stéphane Marchand-Maillet; Frank Nielsen (ICASSP, 2016)

Indexing Mayan hieroglyphs with neural codes. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (ICPR, 2016)

Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. - Edgar Roman-Rangel; Diego Jimenez-Badillo; Stéphane Marchand-Maillet (MCPR, 2016)

Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes. - Stéphane Marchand-Maillet; Edgar Roman-Rangel; Hisham Mohamed 001; Frank Nielsen (SISAP, 2016)

Similarity Search of Sparse Histograms on GPU Architecture. - Hasmik Osipyan; Jakub Lokoc; Stéphane Marchand-Maillet (SISAP, 2016)

SimMap: Similarity maps for scale invariant local shape descriptors. - Edgar Roman-Rangel; Changhu Wang; Stéphane Marchand-Maillet (Neurocomputing, 2016)

Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations. - Edgar Roman-Rangel; Diego Jimenez-Badillo; Stéphane Marchand-Maillet (ACM Journal on Computing and Cultural Heritage, 2016)

Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. - Magda Gregorová; Alexandros Kalousis; Stéphane Marchand-Maillet (ACML, 2017)

Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (CBMI, 2017)

k-Means Clustering with Hölder Divergences. - Frank Nielsen; Ke Sun 001; Stéphane Marchand-Maillet (GSI, 2017)

Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (MCPR, 2017)

Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. - Magda Gregorová; Alexandros Kalousis; Stéphane Marchand-Maillet (ECML/PKDD (2), 2017)

Networks of Collaborations: Hypergraph Modeling and Visualisation. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (CoRR, 2017)

Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (CoRR, 2017)

On Hölder Projective Divergences. - Frank Nielsen; Ke Sun 001; Stéphane Marchand-Maillet (Entropy, 2017)

Employing GPU architectures for permutation-based indexing. - Martin Krulis; Hasmik Osipyan; Stéphane Marchand-Maillet (Multim. Tools Appl., 2017)

Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (CBMI, 2018)

Extracting Flood Maps from Social Media for Assimilation. - Etienne Brangbour; Pierrick Bruneau; Stéphane Marchand-Maillet (eScience, 2018)

Revised Mitigation of Systematic Errors in SMOS Sea Surface Salinity. - Jacqueline Boutin; Jean-Luc Vergely; Stéphane Marchand-Maillet; Nicolas Kolodziejczyk; Nicolas Reul (IGARSS, 2018)

Large-Scale Nonlinear Variable Selection via Kernel Random Features. - Magda Gregorová; Jason Ramapuram; Alexandros Kalousis; Stéphane Marchand-Maillet (ECML/PKDD (2), 2018)

Structured nonlinear variable selection. - Magda Gregorova; Alexandros Kalousis; Stéphane Marchand-Maillet (UAI, 2018)

Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (CoRR, 2018)

Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (Electron. Notes Discret. Math., 2018)

On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (Electron. Notes Discret. Math., 2018)

Indexability-Based Dataset Partitioning. - Angello Hoyos; Ubaldo Ruiz 001; Stéphane Marchand-Maillet; Edgar Chávez (SISAP, 2019)

Extracting localized information from a Twitter corpus for flood prevention. - Etienne Brangbour; Pierrick Bruneau; Stéphane Marchand-Maillet; Renaud Hostache; Patrick Matgen; Marco Chini; Thomas Tamisier (CoRR, 2019)

Learning by stochastic serializations. - Pablo Strasser; Stéphane Armand; Stéphane Marchand-Maillet; Alexandros Kalousis (CoRR, 2019)

The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (CoRR, 2019)

Inductive t-SNE via deep learning to visualize multi-label images. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (Eng. Appl. Artif. Intell., 2019)

Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. - Etienne Brangbour; Pierrick Bruneau; Thomas Tamisier; Stéphane Marchand-Maillet (CDVE, 2020)

Orthogonal Local Image Descriptors with Convolutional Autoencoders. - Edgar Roman-Rangel; Stéphane Marchand-Maillet (MCPR, 2020)

Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. - Oscar Pedreira; Stéphane Marchand-Maillet; Edgar Chávez (SISAP, 2020)

The HyperBagGraph DataEdron: An Enriched Browsing Experience of Datasets. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (SOFSEM, 2020)

Concept attribution: Explaining CNN decisions to physicians. - Mara Graziani; Vincent Andrearczyk; Stéphane Marchand-Maillet; Henning Müller (Comput. Biol. Medicine, 2020)

Tuning Ranking in Co-occurrence Networks with General Biased Exchange-based Diffusion on Hyper-bag-graphs. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (CoRR, 2020)

Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. - Etienne Brangbour; Pierrick Bruneau; Stéphane Marchand-Maillet; Renaud Hostache; Marco Chini; Patrick Matgen; Thomas Tamisier (CoRR, 2020)

Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017). - Laurent Amsaleg; Stéphane Marchand-Maillet (Inf. Syst., 2020)

Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. - Nicola Messina; Giuseppe Amato 001; Fabrizio Falchi; Claudio Gennaro; Stéphane Marchand-Maillet (CBMI, 2021)

H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. - Niccolò Marini; Manfredo Atzori; Sebastian Otálora; Stéphane Marchand-Maillet; Henning Müller (ICCVW, 2021)

Structural Intrinsic Dimensionality. - Stéphane Marchand-Maillet; Oscar Pedreira; Edgar Chávez (SISAP, 2021)

Introduction to Special Issue of the 11th International Conference on Similarity Search and Applications (SISAP 2018). - Yasin N. Silva; Stéphane Marchand-Maillet (Inf. Syst., 2021)

Exchange-based diffusion in Hb-Graphs. - Xavier Ouvrard; Jean-Marie Le Goff; Stéphane Marchand-Maillet (Multim. Tools Appl., 2021)

Special issue on content-based multimedia indexing in the era of artificial intelligence. - Stevan Rudinac; Jenny Benois-Pineau; Stéphane Marchand-Maillet (Multim. Tools Appl., 2021)

Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. - Pierrick Bruneau; Etienne Brangbour; Stéphane Marchand-Maillet; Renaud Hostache; Marco Chini; Ramona Pelich; Patrick Matgen; Thomas Tamisier (Remote. Sens., 2021)

Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. - Nicola Messina; Giuseppe Amato 001; Andrea Esuli; Fabrizio Falchi; Claudio Gennaro; Stéphane Marchand-Maillet (ACM Trans. Multim. Comput. Commun. Appl., 2021)

HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies. - Stéphane Marchand-Maillet; Edgar Chávez (SISAP, 2022)

Stable Anchors for Matching Unlabelled Point Clouds. - Ubaldo Ruiz 001; Stéphane Marchand-Maillet; Edgar Chávez (SISAP, 2022)

Cold Start Active Learning Strategies in the Context of Imbalanced Classification. - Etienne Brangbour; Pierrick Bruneau; Thomas Tamisier; Stéphane Marchand-Maillet (CoRR, 2022)

Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering. - Edgar Chávez; Stéphane Marchand-Maillet; Adolfo J. Quiroz (SISAP, 2023)

Supervised Auto-Encoding Twin-Bottleneck Hashing. - Yuan Chen; Stéphane Marchand-Maillet (CoRR, 2023)

FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking. - Lorenzo Bini; Fatemeh Nassajian Mojarrad; Margarita Liarou; Thomas Matthes; Stéphane Marchand-Maillet (CHIL, 2024)

RCnum: A Semantic and Multilingual Online Edition of the Geneva Council Registers from 1545 to 1550. - Pierrette Bouillon; Christophe Chazalon; Sandra Coram-Mekkey; Gilles Falquet; Johanna Gerlach; Stéphane Marchand-Maillet; Laurent Moccozet; Jonathan Mutal; Raphael Rubino; Marco Sorbi (EAMT (2), 2024)

A Topological Evaluation Model for Manifold Learning and Embedding Techniques. - Victor Reyes; Margarita Liarou; Stéphane Marchand-Maillet (SISAP, 2024)

Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph. - Fatemeh Nassajian Mojarrad; Lorenzo Bini; Thomas Matthes; Stéphane Marchand-Maillet (CoRR, 2024)

HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention. - Lorenzo Bini; Fatemeh Nassajian Mojarrad; Thomas Matthes; Stéphane Marchand-Maillet (CoRR, 2024)

Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction. - Fatemeh Nassajian Mojarrad; Lorenzo Bini; Thomas Matthes; Stéphane Marchand-Maillet (CoRR, 2024)

Characterizing Massive Activations of Attention Mechanism in Graph Neural Networks. - Lorenzo Bini; Marco Sorbi; Stéphane Marchand-Maillet (CoRR, 2024)

HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs. - Stéphane Marchand-Maillet; Edgar Chávez (Inf. Syst., 2024)

Assessing the Quality of Dimensionality Reduction Methods Based on Fuzzy Simplicial Sets. - Victor Reyes; Stéphane Marchand-Maillet (SISAP, 2025)

Author Correction: A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data. - Yuanyuan Zheng; Adel Bensahla; Mina Bjelogrlic; Jamil Zaghir; Hugues Turbé; Lydie Bednarczyk; Christophe Gaudet-Blavignac; Julien Ehrsam; Stéphane Marchand-Maillet; Christian Lovis (npj Digit. Medicine, 2025)

A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data. - Yuanyuan Zheng; Adel Bensahla; Mina Bjelogrlic; Jamil Zaghir; Hugues Turbé; Lydie Bednarczyk; Christophe Gaudet-Blavignac; Julien Ehrsam; Stéphane Marchand-Maillet; Christian Lovis (npj Digit. Medicine, 2025)

LapDDPM: A Conditional Graph Diffusion Model for scRNA-seq Generation with Spectral Adversarial Perturbations. - Lorenzo Bini; Stéphane Marchand-Maillet (CoRR, 2025)

Self-Supervised Graph Learning via Spectral Bootstrapping and Laplacian-Based Augmentations. - Lorenzo Bini; Stéphane Marchand-Maillet (CoRR, 2025)