Stéphane Marchand-Maillet

188 papers A* 8A 2B 21C 16Misc 2Journal 71Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Probing Graph Neural Network Activation Patterns Through Graph Topology. CoRR Floriano Tori, Lorenzo Bini, Marco Sorbi, Stéphane Marchand-Maillet, Vincent Ginis
2025	J	`jnl`	A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data. npj Digit. Medicine Yuanyuan Zheng, Adel Bensahla, Mina Bjelogrlic, Jamil Zaghir, Hugues Turbé, Lydie Bednarczyk, Christophe Gaudet-Blavignac, Julien Ehrsam, Stéphane Marchand-Maillet, Christian Lovis
2025	B	`conf`	Assessing the Quality of Dimensionality Reduction Methods Based on Fuzzy Simplicial Sets. SISAP Victor Reyes, Stéphane Marchand-Maillet
2025	J	`jnl`	Author Correction: A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data. npj Digit. Medicine Yuanyuan Zheng, Adel Bensahla, Mina Bjelogrlic, Jamil Zaghir, Hugues Turbé, Lydie Bednarczyk, Christophe Gaudet-Blavignac, Julien Ehrsam, Stéphane Marchand-Maillet, Christian Lovis
2025	J	`jnl`	LapDDPM: A Conditional Graph Diffusion Model for scRNA-seq Generation with Spectral Adversarial Perturbations. CoRR Lorenzo Bini, Stéphane Marchand-Maillet
2025	J	`jnl`	Self-Supervised Graph Learning via Spectral Bootstrapping and Laplacian-Based Augmentations. CoRR Lorenzo Bini, Stéphane Marchand-Maillet
2024	B	`conf`	A Topological Evaluation Model for Manifold Learning and Embedding Techniques. SISAP Victor Reyes, Margarita Liarou, Stéphane Marchand-Maillet
2024	J	`jnl`	Characterizing Massive Activations of Attention Mechanism in Graph Neural Networks. CoRR Lorenzo Bini, Marco Sorbi, Stéphane Marchand-Maillet
2024	—	`conf`	FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking. CHIL Lorenzo Bini, Fatemeh Nassajian Mojarrad, Margarita Liarou, Thomas Matthes, Stéphane Marchand-Maillet
2024	J	`jnl`	FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking. CoRR Lorenzo Bini, Fatemeh Nassajian Mojarrad, Margarita Liarou, Thomas Matthes, Stéphane Marchand-Maillet
2024	J	`jnl`	HemaGraph: Breaking Barriers in Hematologic Single Cell Classification with Graph Attention. CoRR Lorenzo Bini, Fatemeh Nassajian Mojarrad, Thomas Matthes, Stéphane Marchand-Maillet
2024	J	`jnl`	HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs. Inf. Syst. Stéphane Marchand-Maillet, Edgar Chávez
2024	J	`jnl`	Injecting Hierarchical Biological Priors into Graph Neural Networks for Flow Cytometry Prediction. CoRR Fatemeh Nassajian Mojarrad, Lorenzo Bini, Thomas Matthes, Stéphane Marchand-Maillet
2024	—	`conf`	RCnum: A Semantic and Multilingual Online Edition of the Geneva Council Registers from 1545 to 1550. EAMT (2) Pierrette Bouillon, Christophe Chazalon, Sandra Coram-Mekkey, Gilles Falquet, Johanna Gerlach, Stéphane Marchand-Maillet, Laurent Moccozet, Jonathan Mutal, Raphael Rubino, Marco Sorbi
2024	J	`jnl`	Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with LeukoGraph. CoRR Fatemeh Nassajian Mojarrad, Lorenzo Bini, Thomas Matthes, Stéphane Marchand-Maillet
2023	B	`conf`	Mutual k-Nearest Neighbor Graph for Data Analysis: Application to Metric Space Clustering. SISAP Edgar Chávez, Stéphane Marchand-Maillet, Adolfo J. Quiroz
2023	J	`jnl`	Supervised Auto-Encoding Twin-Bottleneck Hashing. CoRR Yuan Chen, Stéphane Marchand-Maillet
2022	J	`jnl`	Cold Start Active Learning Strategies in the Context of Imbalanced Classification. CoRR Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet
2022	J	`jnl`	H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. CoRR Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller
2022	B	`conf`	HubHSP Graph: Effective Data Sampling for Pivot-Based Representation Strategies. SISAP Stéphane Marchand-Maillet, Edgar Chávez
2022	B	`conf`	Stable Anchors for Matching Unlabelled Point Clouds. SISAP Ubaldo Ruiz, Stéphane Marchand-Maillet, Edgar Chávez
2021	J	`jnl`	Exchange-based diffusion in Hb-Graphs. Multim. Tools Appl. Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2021	J	`jnl`	Fine-Grained Visual Textual Alignment for Cross-Modal Retrieval Using Transformer Encoders. ACM Trans. Multim. Comput. Commun. Appl. Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2021	—	`conf`	H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression. ICCVW Niccolò Marini, Manfredo Atzori, Sebastian Otálora, Stéphane Marchand-Maillet, Henning Müller
2021	J	`jnl`	Introduction to Special Issue of the 11th International Conference on Similarity Search and Applications (SISAP 2018). Inf. Syst. Yasin N. Silva, Stéphane Marchand-Maillet
2021	J	`jnl`	Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier
2021	J	`jnl`	Special issue on content-based multimedia indexing in the era of artificial intelligence. Multim. Tools Appl. Stevan Rudinac, Jenny Benois-Pineau, Stéphane Marchand-Maillet
2021	B	`conf`	Structural Intrinsic Dimensionality. SISAP Stéphane Marchand-Maillet, Oscar Pedreira, Edgar Chávez
2021	C	`conf`	Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CBMI Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2021	J	`jnl`	Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features. CoRR Nicola Messina, Giuseppe Amato, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2020	C	`conf`	Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. CDVE Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet
2020	J	`jnl`	Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier
2020	J	`jnl`	Concept attribution: Explaining CNN decisions to physicians. Comput. Biol. Medicine Mara Graziani, Vincent Andrearczyk, Stéphane Marchand-Maillet, Henning Müller
2020	J	`jnl`	Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders. CoRR Nicola Messina, Giuseppe Amato, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Stéphane Marchand-Maillet
2020	J	`jnl`	Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017). Inf. Syst. Laurent Amsaleg, Stéphane Marchand-Maillet
2020	—	`conf`	Orthogonal Local Image Descriptors with Convolutional Autoencoders. MCPR Edgar Roman-Rangel, Stéphane Marchand-Maillet
2020	B	`conf`	Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension. SISAP Oscar Pedreira, Stéphane Marchand-Maillet, Edgar Chávez
2020	B	`conf`	The HyperBagGraph DataEdron: An Enriched Browsing Experience of Datasets. SOFSEM Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2020	J	`jnl`	Tuning Ranking in Co-occurrence Networks with General Biased Exchange-based Diffusion on Hyper-bag-graphs. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2019	C	`ed.`	2019 International Conference on Content-Based Multimedia Indexing, CBMI 2019, Dublin, Ireland, September 4-6, 2019 CBMI Cathal Gurrin, Björn Þór Jónsson, Renaud Péteri, Stevan Rudinac, Stéphane Marchand-Maillet, Georges Quénot, Kevin McGuinness, Gylfi Þór Guðmundsson, Suzanne Little, Marie Katsurai, Graham Healy
2019	J	`jnl`	Extracting localized information from a Twitter corpus for flood prevention. CoRR Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier
2019	B	`conf`	Indexability-Based Dataset Partitioning. SISAP Angello Hoyos, Ubaldo Ruiz, Stéphane Marchand-Maillet, Edgar Chávez
2019	J	`jnl`	Inductive t-SNE via deep learning to visualize multi-label images. Eng. Appl. Artif. Intell. Edgar Roman-Rangel, Stéphane Marchand-Maillet
2019	J	`jnl`	Learning by stochastic serializations. CoRR Pablo Strasser, Stéphane Armand, Stéphane Marchand-Maillet, Alexandros Kalousis
2019	J	`jnl`	The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	J	`jnl`	Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	C	`conf`	Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. CBMI Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	J	`jnl`	Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	—	`conf`	Extracting Flood Maps from Social Media for Assimilation. eScience Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet
2018	J	`jnl`	Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	J	`jnl`	Hypergraph Modeling and Visualisation of Complex Co-occurence Networks. Electron. Notes Discret. Math. Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	—	`conf`	Large-Scale Nonlinear Variable Selection via Kernel Random Features. ECML/PKDD (2) Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet
2018	J	`jnl`	Large-scale Nonlinear Variable Selection via Kernel Random Features. CoRR Magda Gregorová, Jason Ramapuram, Alexandros Kalousis, Stéphane Marchand-Maillet
2018	J	`jnl`	On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	J	`jnl`	On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor. Electron. Notes Discret. Math. Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2018	C	`conf`	Revised Mitigation of Systematic Errors in SMOS Sea Surface Salinity. IGARSS Jacqueline Boutin, Jean-Luc Vergely, Stéphane Marchand-Maillet, Nicolas Kolodziejczyk, Nicolas Reul
2018	B	`ed.`	Similarity Search and Applications - 11th International Conference, SISAP 2018, Lima, Peru, October 7-9, 2018, Proceedings SISAP Stéphane Marchand-Maillet, Yasin N. Silva, Edgar Chávez
2018	A	`conf`	Structured nonlinear variable selection. UAI Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet
2018	J	`jnl`	Structured nonlinear variable selection. CoRR Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
2017	J	`jnl`	Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2017	—	`conf`	Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs. MCPR Edgar Roman-Rangel, Stéphane Marchand-Maillet
2017	J	`jnl`	Employing GPU architectures for permutation-based indexing. Multim. Tools Appl. Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
2017	—	`conf`	Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. ECML/PKDD (2) Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
2017	J	`jnl`	Forecasting and Granger Modelling with Non-linear Dynamical Dependencies. CoRR Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet
2017	C	`conf`	Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks. ACML Magda Gregorová, Alexandros Kalousis, Stéphane Marchand-Maillet
2017	J	`jnl`	Networks of Collaborations: Hypergraph Modeling and Visualisation. CoRR Xavier Ouvrard, Jean-Marie Le Goff, Stéphane Marchand-Maillet
2017	J	`jnl`	On Hölder Projective Divergences. Entropy Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
2017	J	`jnl`	On Hölder projective divergences. CoRR Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
2017	C	`conf`	Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE. CBMI Edgar Roman-Rangel, Stéphane Marchand-Maillet
2017	—	`conf`	k-Means Clustering with Hölder Divergences. GSI Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
2016	J	`jnl`	Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations. ACM Journal on Computing and Cultural Heritage Edgar Roman-Rangel, Diego Jimenez-Badillo, Stéphane Marchand-Maillet
2016	Misc	`conf`	Comix: Joint estimation and lightspeed comparison of mixture models. ICASSP Olivier Schwander, Stéphane Marchand-Maillet, Frank Nielsen
2016	B	`conf`	Indexing Mayan hieroglyphs with neural codes. ICPR Edgar Roman-Rangel, Stéphane Marchand-Maillet
2016	B	`conf`	Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes. SISAP Stéphane Marchand-Maillet, Edgar Roman-Rangel, Hisham Mohamed, Frank Nielsen
2016	—	`conf`	Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. MCPR Edgar Roman-Rangel, Diego Jimenez-Badillo, Stéphane Marchand-Maillet
2016	J	`jnl`	SimMap: Similarity maps for scale invariant local shape descriptors. Neurocomputing Edgar Roman-Rangel, Changhu Wang, Stéphane Marchand-Maillet
2016	B	`conf`	Similarity Search of Sparse Histograms on GPU Architecture. SISAP Hasmik Osipyan, Jakub Lokoc, Stéphane Marchand-Maillet
2016	—	`conf`	Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art. ECCV Workshops (1) Edgar Roman-Rangel, Gulcan Can, Stéphane Marchand-Maillet, Rui Hu, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Jean-Marc Odobez, Daniel Gatica-Perez
2015	J	`jnl`	A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. IEEE Trans. Inf. Forensics Secur. Li Weng, Laurent Amsaleg, April Morton, Stéphane Marchand-Maillet
2015	—	`conf`	A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. ICCSW Hasmik Osipyan, Martin Krulis, Stéphane Marchand-Maillet
2015	A*	`conf`	Information Geometry and Minimum Description Length Networks. ICML Ke Sun, Jun Wang, Alexandros Kalousis, Stéphane Marchand-Maillet
2015	J	`jnl`	Learning vector autoregressive models with focalised Granger-causality graphs. CoRR Magda Gregorova, Alexandros Kalousis, Stéphane Marchand-Maillet, Jun Wang
2015	J	`jnl`	Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics. IEEE Signal Process. Mag. Rui Hu, Gulcan Can, Carlos Pallan Gayol, Guido Krempel, Jakub Spotak, Gabrielle Vail, Stéphane Marchand-Maillet, Jean-Marc Odobez, Daniel Gatica-Perez
2015	—	`conf`	Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. ADBIS (Short Papers and Workshops) Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
2015	C	`conf`	Permutation based indexing for high dimensional data on GPU architectures. CBMI Martin Krulis, Hasmik Osipyan, Stéphane Marchand-Maillet
2015	J	`jnl`	Quantized ranking for permutation-based indexing. Inf. Syst. Hisham Mohamed, Stéphane Marchand-Maillet
2015	—	`ch.`	Scalable Indexing for Big Data Processing. Big Data - Algorithms, Analytics, and Applications Hisham Mohamed, Stéphane Marchand-Maillet
2015	J	`jnl`	Shape-based detection of Maya hieroglyphs using weighted bag representations. Pattern Recognit. Edgar Roman-Rangel, Stéphane Marchand-Maillet
2015	—	`conf`	Space-Time Local Embeddings. NIPS Ke Sun, Jun Wang, Alexandros Kalousis, Stéphane Marchand-Maillet
2014	A*	`conf`	An Information Geometry of Statistical Manifold Learning. ICML Ke Sun, Stéphane Marchand-Maillet
2014	A*	`conf`	Automatic Removal of Visual Stop-Words. ACM Multimedia Edgar Roman-Rangel, Stéphane Marchand-Maillet
2014	J	`jnl`	Big Data Management and Analysis for Business Informatics - A Survey. Enterp. Model. Inf. Syst. Archit. Stéphane Marchand-Maillet, Birgit Hofreiter
2014	—	`conf`	Digesting Large-scale data. CORIA-CIFED Stéphane Marchand-Maillet
2014	J	`jnl`	Distributed media indexing based on MPI and MapReduce. Multim. Tools Appl. Hisham Mohamed, Stéphane Marchand-Maillet
2014	—	`conf`	Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. IRFC Hasmik Osipyan, April Morton, Stéphane Marchand-Maillet
2014	C	`conf`	Fast large-scale multimedia indexing and searching. CBMI Hisham Mohamed, Hasmik Osipyan, Stéphane Marchand-Maillet
2014	—	`conf`	HOOSC128: A More Robust Local Shape Descriptor. MCPR Edgar Roman-Rangel, Stéphane Marchand-Maillet
2014	B	`conf`	Multi-Core (CPU and GPU) for Permutation-Based Indexing. SISAP Hisham Mohamed, Hasmik Osipyan, Stéphane Marchand-Maillet
2014	J	`jnl`	Preface to the special issue on Content-Based Multimedia Indexing. Multim. Tools Appl. Stéphane Marchand-Maillet, Patrick Lambert, Bernard Mérialdo, Jenny Benois-Pineau
2014	C	`conf`	Sparsity on Statistical Simplexes and Diversity in Social Ranking. ACML Ke Sun, Hisham Mohamed, Stéphane Marchand-Maillet
2014	—	`conf`	The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. DH Daniel Gatica-Perez, Carlos Pallan, Stéphane Marchand-Maillet, Jean-Marc Odobez, Edgar Roman-Rangel, Nikolai Grube
2014	A*	`conf`	Two-Stage Metric Learning. ICML Jun Wang, Ke Sun, Fei Sha, Stéphane Marchand-Maillet, Alexandros Kalousis
2014	J	`jnl`	Two-Stage Metric Learning. CoRR Jun Wang, Ke Sun, Fei Sha, Stéphane Marchand-Maillet, Alexandros Kalousis
2014	—	`conf`	Where Is the News Breaking? Towards a Location-Based Event Detection Framework for Journalists. MMM (2) Bahareh Rahmanzadeh Heravi, Donn Morrison, Prashant Khare, Stéphane Marchand-Maillet
2013	—	`conf`	Bag-of-Visual-Phrases via Local Contexts. ACPR Edgar Roman-Rangel, Stéphane Marchand-Maillet
2013	—	`conf`	Learning Representative Nodes in Social Networks. PAKDD (2) Ke Sun, Donn Morrison, Eric Bruno, Stéphane Marchand-Maillet
2013	J	`jnl`	MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy. Parallel Comput. Hisham Mohamed, Stéphane Marchand-Maillet
2013	—	`conf`	Multi-dimensional Information Ordering to Support Decision-Making Processes. CBI Stéphane Marchand-Maillet, Birgit Hofreiter
2013	—	`conf`	Permutation-Based Pruning for Approximate K-NN Search. DEXA (1) Hisham Mohamed, Stéphane Marchand-Maillet
2013	B	`conf`	Quantized Ranking for Permutation-Based Indexing. SISAP Hisham Mohamed, Stéphane Marchand-Maillet
2013	—	`conf`	Rank Aggregation for QoS-Aware Web Service Selection and Composition. SOCA Birgit Hofreiter, Stéphane Marchand-Maillet
2013	—	`conf`	Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. ICIAP Workshops Edgar Roman-Rangel, Stéphane Marchand-Maillet
2013	J	`jnl`	Topic modelling of clickthrough data in image search. Multim. Tools Appl. Donn Morrison, Theodora Tsikrika, Vera Hollink, Arjen P. de Vries, Eric Bruno, Stéphane Marchand-Maillet
2012	C	`conf`	Distributed media indexing based on MPI and MapReduce. CBMI Hisham Mohamed, Stéphane Marchand-Maillet
2012	—	`conf`	Enhancing MapReduce Using MPI and an Optimized Data Exchange Policy. ICPP Workshops Hisham Mohamed, Stéphane Marchand-Maillet
2012	—	`conf`	Multimedia Information Retrieval in a Social Context. PROMISE Winter School Stéphane Marchand-Maillet
2012	B	`conf`	Parallel Approaches to Permutation-Based Indexing Using Inverted Files. SISAP Hisham Mohamed, Stéphane Marchand-Maillet
2012	A*	`conf`	Personalized access to cultural heritage: multimedia by the crowd, for the crowd. ACM Multimedia Johan Oomen, Lora Aroyo, Stéphane Marchand-Maillet, Jeremy Douglass
2012	B	`conf`	Serendipitous Exploration of Large-scale Product Catalogs. CEC Marc von Wyl, Birgit Hofreiter, Stéphane Marchand-Maillet
2012	—	`conf`	Stochastic unfolding. MLSP Ke Sun, Eric Bruno, Stéphane Marchand-Maillet
2012	—	`conf`	SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections. DEXA Workshops Marc von Wyl, Stéphane Marchand-Maillet
2012	B	`conf`	Unsupervised skeleton learning for manifold denoising. ICPR Ke Sun, Eric Bruno, Stéphane Marchand-Maillet
2011	B	`conf`	A parallel cross-modal search engine over large-scale multimedia collections with interactive relevance feedback. ICMR Marc von Wyl, Hisham Mohamed, Eric Bruno, Stéphane Marchand-Maillet
2011	C	`conf`	Effective multimodal information fusion by structure learning. FUSION Jana Kludas, Stéphane Marchand-Maillet
2011	J	`jnl`	Introduction to the special issue on image and video retrieval: theory and applications. Multim. Tools Appl. Ioannis Kompatsiaris, Stéphane Marchand-Maillet, Roelof van Zwol, Sébastien Marcel
2011	—	`conf`	Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections. Adaptive Multimedia Retrieval Hisham Mohamed, Marc von Wyl, Eric Bruno, Stéphane Marchand-Maillet
2011	C	`conf`	Query log simulation for long-term learning in image retrieval. CBMI Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2010	—	`ch.`	Capturing the Semantics of User Interaction: A Review and Case Study. Emergent Web Intelligence Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2010	—	`conf`	High-Dimensional Multimodal Distribution Embedding. ICDM Workshops Eniko Szekely, Eric Bruno, Stéphane Marchand-Maillet
2010	A*	`ed.`	Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010 SIGIR Fabio Crestani, Stéphane Marchand-Maillet, Hsin-Hsi Chen, Efthimis N. Efthimiadis, Jacques Savoy
2010	A*	`conf`	TagCaptcha: annotating images with CAPTCHAs. ACM Multimedia Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2009	J	`jnl`	Can feature information interaction help for information fusion in multimedia problems? Multim. Tools Appl. Jana Kludas, Eric Bruno, Stéphane Marchand-Maillet
2009	—	`conf`	Mining Networked Media Collections. Adaptive Multimedia Retrieval Stéphane Marchand-Maillet, Donn Morrison, Eniko Szekely, Jana Kludas, Marc von Wyl, Eric Bruno
2009	J	`jnl`	Multimodal Preference Aggregation for Multimedia Information Retrieval. J. Multim. Eric Bruno, Stéphane Marchand-Maillet
2009	A*	`conf`	Multiview clustering: a late fusion approach using latent models. SIGIR Eric Bruno, Stéphane Marchand-Maillet
2009	—	`conf`	Optimizing strategies for the exploration of social networks and associated data collections. WIAMIS Stéphane Marchand-Maillet, Eniko Szekely, Eric Bruno
2009	—	`ed.`	Proceedings of the 8th ACM International Conference on Image and Video Retrieval, CIVR 2009, Santorini Island, Greece, July 8-10, 2009 CIVR Stéphane Marchand-Maillet, Yiannis Kompatsiaris
2009	—	`conf`	TagCaptcha: annotating images with CAPTCHAs. KDD Workshop on Human Computation Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2009	—	`conf`	Unsupervised Discriminant Embedding in Cluster Spaces. KDIR Eniko Szekely, Eric Bruno, Stéphane Marchand-Maillet
2009	C	`conf`	Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models. IC3K Eniko Szekely, Eric Bruno, Stéphane Marchand-Maillet
2009	A	`conf`	Workshop on Information Retrieval over Social Networks. ECIR Stéphane Marchand-Maillet, Arjen P. de Vries, Mor Naaman
2008	J	`jnl`	Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents. IEEE Trans. Pattern Anal. Mach. Intell. Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet
2008	—	`conf`	Digging out implicit semantics from user interaction. Contextual and Social Media Understanding and Usage Stéphane Marchand-Maillet
2008	C	`conf`	Semantic clustering of images using patterns of relevance feedback. CBMI Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2008	J	`jnl`	Spatially consistent partial matching for intra- and inter-image prototype selection. Signal Process. Image Commun. Serhiy Kosinov, Eric Bruno, Stéphane Marchand-Maillet
2007	—	`ed.`	Adaptive Multimedia Retrieval: User, Context, and Feedback, 4th International Workshop, AMR 2006, Geneva, Switzerland, July 27-28, 2006, Revised Selected Papers Adaptive Multimedia Retrieval Stéphane Marchand-Maillet, Eric Bruno, Andreas Nürnberger, Marcin Detyniecki
2007	—	`conf`	Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis. Adaptive Multimedia Retrieval Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2007	—	`conf`	Combining multimodal preferences for multimedia information retrieval. Multimedia Information Retrieval Eric Bruno, Jana Kludas, Stéphane Marchand-Maillet
2007	—	`conf`	Hierarchical Long-Term Learning for Automatic Image Annotation. SAMT Donn Morrison, Stéphane Marchand-Maillet, Eric Bruno
2007	—	`conf`	Information Fusion in Multimedia Information Retrieval. Adaptive Multimedia Retrieval Jana Kludas, Eric Bruno, Stéphane Marchand-Maillet
2006	—	`conf`	Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval. CIVR Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet
2006	—	`conf`	Benchmarking image and video retrieval: an overview. Multimedia Information Retrieval Stéphane Marchand-Maillet, Marcel Worring
2006	—	`conf`	Dual diffusion model of spreading activation for content-based image retrieval. Multimedia Information Retrieval Serhiy Kosinov, Stéphane Marchand-Maillet, Igor Kozintsev, Carole Dulong, Thierry Pun
2006	J	`jnl`	Handling temporal heterogeneous data for content-based management of large video collections. Multim. Tools Appl. Nicolas Moënne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, Eric Bruno
2006	J	`jnl`	Information-theoretic temporal segmentation of video and applications: multiscale keyframes selection and shot boundaries detection. Multim. Tools Appl. Bruno Janvier, Eric Bruno, Thierry Pun, Stéphane Marchand-Maillet
2006	—	`conf`	Local Feature Trajectories for Efficient Event-Based Indexing of Video Sequences. CIVR Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet
2005	—	`conf`	A contextual model for semantic video structuring. EUSIPCO Bruno Janvier, Eric Bruno, Stéphane Marchand-Maillet, Thierry Pun
2005	—	`conf`	Interactive Retrieval of Video Sequences from Local Feature Dynamics. Adaptive Multimedia Retrieval Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet
2005	—	`conf`	Interactive partial matching of video sequences in large collections. ICIP (3) Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet
2005	—	`conf`	Learning User Queries in Multimodal Dissimilarity Spaces. Adaptive Multimedia Retrieval Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet
2004	—	`conf`	An Integrated Framework for the Management of Video Collection. MLMI Nicolas Moënne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, Eric Bruno
2004	—	`conf`	Iterative Majorization Approach to the Distance-based Discriminant Analysis. GfKl Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun
2004	J	`jnl`	Knowledge-based detection of events in video streams from salient regions of activity. Pattern Anal. Appl. Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet
2004	—	`conf`	Managing Video Collections at Large. CVDB Nicolas Moënne-Loccoz, Bruno Janvier, Stéphane Marchand-Maillet, Eric Bruno
2004	—	`conf`	OWL-based reasoning with retractable inference. RIAO Carlo Jelmini, Stéphane Marchand-Maillet
2004	—	`conf`	Towards Meeting Information Systems: Meeting Knowledge Management. ICEIS (3) Vincenzo Pallotta, Hatem Ghorbel, Afzal Ballim, Agnes Lisowska, Stéphane Marchand-Maillet
2004	J	`jnl`	Unsupervised event discrimination based on nonlinear temporal modeling of activity content. Pattern Anal. Appl. Eric Bruno, Nicolas Moënne-Loccoz, Stéphane Marchand-Maillet
2004	—	`conf`	Video Content Representation as Salient Regions of Activity. CIVR Nicolas Moënne-Loccoz, Eric Bruno, Stéphane Marchand-Maillet
2004	—	`conf`	Visual Object Categorization Using Distance-Based Discriminant Analysis. MDDE Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun
2004	—	`conf`	Visual Object Categorization using Distance-Based Discriminant Analysis. CVPR Workshops Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun
2003	J	`jnl`	A Framework for Benchmarking in CBIR. Multim. Tools Appl. Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun, David McG. Squire
2003	—	`conf`	Overview of Approaches to Semantic Augmentation of Multimedia Databases for Efficient Access and Content Retrieval. Adaptive Multimedia Retrieval Serhiy Kosinov, Stéphane Marchand-Maillet
2002	—	`conf`	Construction of a formal multimedia benchmark. EUSIPCO Stéphane Marchand-Maillet
2002	—	`conf`	The Truth about Corel - Evaluation in Image Retrieval. CIVR Henning Müller, Stéphane Marchand-Maillet, Thierry Pun
2001	J	`jnl`	Evaluating image browsers using structured annotation. J. Assoc. Inf. Sci. Technol. Wolfgang Müller, Stéphane Marchand-Maillet, Henning Müller, David Squire, Thierry Pun
2001	J	`jnl`	Performance evaluation in content-based image retrieval: overview and proposals. Pattern Recognit. Lett. Henning Müller, Wolfgang Müller, David Squire, Stéphane Marchand-Maillet, Thierry Pun
2001	—	`conf`	Second Generation Benchmarking and Application Oriented Evaluation. Information Hiding Shelby Pereira, Sviatoslav Voloshynovskiy, Maribel Madueño, Stéphane Marchand-Maillet, Thierry Pun
2000	—	`conf`	An open framework for distributed multimedia retrieval. RIAO Henning Müller, Wolfgang Müller, David McG. Squire, Zoran Pecenovic, Stéphane Marchand-Maillet
2000	Misc	`conf`	Approximate Viterbi decoding for 2D-hidden Markov models. ICASSP Bernard Mérialdo, Stéphane Marchand-Maillet, Benoit Huet
2000	—	`book`	Binary digital image processing - a discrete approach. Stéphane Marchand-Maillet, Yazid M. Sharaiha
2000	—	`conf`	MRML: A Communication Protocol for Content-Based Image Retrieval. VISUAL Wolfgang Müller, Henning Müller, Stéphane Marchand-Maillet, Thierry Pun, David Squire, Zoran Pecenovic, Christoph Giess, Arjen P. de Vries
2000	B	`conf`	Strategies for Positive and Negative Relevance Feedback in Image Retrieval. ICPR Henning Müller, Wolfgang Müller, Stéphane Marchand-Maillet, Thierry Pun, David Squire
1999	J	`jnl`	Euclidean Ordering via Chamfer Distance Calculations. Comput. Vis. Image Underst. Stéphane Marchand-Maillet, Yazid M. Sharaiha
1997	J	`jnl`	Discrete Convexity, Straightness, and the 16-Neighborhood. Comput. Vis. Image Underst. Stéphane Marchand-Maillet, Yazid M. Sharaiha
1997	J	`jnl`	Skeleton location and evaluation based on local digital width in ribbon-like images. Pattern Recognit. Stéphane Marchand-Maillet, Yazid M. Sharaiha
1997	—	`conf`	Topological Errors and Optimal Chamfer Distance Coefficients. DGCI Stéphane Marchand-Maillet, Yazid M. Sharaiha
1996	B	`conf`	A minimum spanning tree approach to line image analysis. ICPR Stéphane Marchand-Maillet, Yazid M. Sharaiha
1994	C	`conf`	Optimization in Voronoi Diagrams. ISMM Etienne Bertin, Stéphane Marchand-Maillet, Jean-Marc Chassery