Stéphane Marchand-Maillet

According to our database1, Stéphane Marchand-Maillet authored at least 146 papers between 1994 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter.
Remote. Sens., 2021

Special issue on content-based multimedia indexing in the era of artificial intelligence.
Multim. Tools Appl., 2021

Exchange-based diffusion in Hb-Graphs.
Multim. Tools Appl., 2021

Introduction to Special Issue of the 11th International Conference on Similarity Search and Applications (SISAP 2018).
Inf. Syst., 2021

Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020
Introduction to Special Issue of the 10th International Conference on Similarity Search and Applications (SISAP 2017).
Inf. Syst., 2020

Computing flood probabilities using Twitter: application to the Houston urban area during Harvey.
CoRR, 2020

Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders.
CoRR, 2020

Tuning Ranking in Co-occurrence Networks with General Biased Exchange-based Diffusion on Hyper-bag-graphs.
CoRR, 2020

Concept attribution: Explaining CNN decisions to physicians.
Comput. Biol. Medicine, 2020

The HyperBagGraph DataEdron: An Enriched Browsing Experience of Datasets.
Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

Reverse k-Nearest Neighbors Centrality Measures and Local Intrinsic Dimension.
Proceedings of the Similarity Search and Applications - 13th International Conference, 2020

Orthogonal Local Image Descriptors with Convolutional Autoencoders.
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020

Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2020

2019
Inductive t-SNE via deep learning to visualize multi-label images.
Eng. Appl. Artif. Intell., 2019

The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets.
CoRR, 2019

Learning by stochastic serializations.
CoRR, 2019

Extracting localized information from a Twitter corpus for flood prevention.
CoRR, 2019

Indexability-Based Dataset Partitioning.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

2018
On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor.
Electron. Notes Discret. Math., 2018

Hypergraph Modeling and Visualisation of Complex Co-occurence Networks.
Electron. Notes Discret. Math., 2018

Adjacency and Tensor Representation in General Hypergraphs.Part 2: Multisets, Hb-graphs and Related e-adjacency Tensors.
CoRR, 2018

Structured nonlinear variable selection.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Large-Scale Nonlinear Variable Selection via Kernel Random Features.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Revised Mitigation of Systematic Errors in SMOS Sea Surface Salinity.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Extracting Flood Maps from Social Media for Assimilation.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

Exchange-Based Diffusion in Hb-Graphs: Highlighting Complex Relationships.
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018

2017
Employing GPU architectures for permutation-based indexing.
Multim. Tools Appl., 2017

On Hölder Projective Divergences.
Entropy, 2017

Adjacency and Tensor Representation in General Hypergraphs Part 1: e-adjacency Tensor Uniformisation Using Homogeneous Polynomials
CoRR, 2017

Networks of Collaborations: Hypergraph Modeling and Visualisation.
CoRR, 2017

Forecasting and Granger Modelling with Non-linear Dynamical Dependencies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Assessing Deep Learning Architectures for Visualizing Maya Hieroglyphs.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

k-Means Clustering with Hölder Divergences.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks.
Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016
Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations.
ACM Journal on Computing and Cultural Heritage, 2016

SimMap: Similarity maps for scale invariant local shape descriptors.
Neurocomputing, 2016

Similarity Search of Sparse Histograms on GPU Architecture.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes.
Proceedings of the Similarity Search and Applications - 9th International Conference, 2016

Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

Indexing Mayan hieroglyphs with neural codes.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Comix: Joint estimation and lightspeed comparison of mixture models.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval.
IEEE Trans. Inf. Forensics Secur., 2015

Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics.
IEEE Signal Process. Mag., 2015

Shape-based detection of Maya hieroglyphs using weighted bag representations.
Pattern Recognit., 2015

Quantized ranking for permutation-based indexing.
Inf. Syst., 2015

Learning vector autoregressive models with focalised Granger-causality graphs.
CoRR, 2015

Space-Time Local Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Information Geometry and Minimum Description Length Networks.
Proceedings of the 32nd International Conference on Machine Learning, 2015

A Survey of CUDA-based Multidimensional Scaling on GPU Architecture.
Proceedings of the 2015 Imperial College Computing Student Workshop, 2015

Permutation based indexing for high dimensional data on GPU architectures.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs.
Proceedings of the New Trends in Databases and Information Systems, 2015

Scalable Indexing for Big Data Processing.
Proceedings of the Big Data - Algorithms, Analytics, and Applications., 2015

2014
Distributed media indexing based on MPI and MapReduce.
Multim. Tools Appl., 2014

Preface to the special issue on Content-Based Multimedia Indexing.
Multim. Tools Appl., 2014

Big Data Management and Analysis for Business Informatics - A Survey.
Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2014

Multi-Core (CPU and GPU) for Permutation-Based Indexing.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

Where Is the News Breaking? Towards a Location-Based Event Detection Framework for Journalists.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Automatic Removal of Visual Stop-Words.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

HOOSC128: A More Robust Local Shape Descriptor.
Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures.
Proceedings of the Multidisciplinary Information Retrieval, 2014

Two-Stage Metric Learning.
Proceedings of the 31th International Conference on Machine Learning, 2014

An Information Geometry of Statistical Manifold Learning.
Proceedings of the 31th International Conference on Machine Learning, 2014

The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

Digesting Large-scale data.
Proceedings of the CORIA 2014, 2014

Fast large-scale multimedia indexing and searching.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Sparsity on Statistical Simplexes and Diversity in Social Ranking.
Proceedings of the Sixth Asian Conference on Machine Learning, 2014

2013
MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy.
Parallel Comput., 2013

Topic modelling of clickthrough data in image search.
Multim. Tools Appl., 2013

Multi-dimensional Information Ordering to Support Decision-Making Processes.
Proceedings of the IEEE 15th Conference on Business Informatics, 2013

Rank Aggregation for QoS-Aware Web Service Selection and Composition.
Proceedings of the 2013 IEEE 6th International Conference on Service-Oriented Computing and Applications, 2013

Learning Representative Nodes in Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Permutation-Based Pruning for Approximate K-NN Search.
Proceedings of the Database and Expert Systems Applications, 2013

Bag-of-Visual-Phrases via Local Contexts.
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012
Serendipitous Exploration of Large-scale Product Catalogs.
Proceedings of the 14th IEEE International Conference on Commerce and Enterprise Computing, 2012

Parallel Approaches to Permutation-Based Indexing Using Inverted Files.
Proceedings of the Similarity Search and Applications - 5th International Conference, 2012

Multimedia Information Retrieval in a Social Context.
Proceedings of the Information Retrieval Meets Information Visualization, 2012

Personalized access to cultural heritage: multimedia by the crowd, for the crowd.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Stochastic unfolding.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Unsupervised skeleton learning for manifold denoising.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Enhancing MapReduce Using MPI and an Optimized Data Exchange Policy.
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections.
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012

2011
Introduction to the special issue on image and video retrieval: theory and applications.
Multim. Tools Appl., 2011

A parallel cross-modal search engine over large-scale multimedia collections with interactive relevance feedback.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Effective multimodal information fusion by structure learning.
Proceedings of the 14th International Conference on Information Fusion, 2011

Query log simulation for long-term learning in image retrieval.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections.
Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011

2010
Capturing the Semantics of User Interaction: A Review and Case Study.
Proceedings of the Emergent Web Intelligence: Advanced Information Retrieval, 2010

High-Dimensional Multimodal Distribution Embedding.
Proceedings of the ICDMW 2010, 2010

2009
Can feature information interaction help for information fusion in multimedia problems?
Multim. Tools Appl., 2009

Multimodal Preference Aggregation for Multimedia Information Retrieval.
J. Multim., 2009

Optimizing strategies for the exploration of social networks and associated data collections.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Multiview clustering: a late fusion approach using latent models.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

TagCaptcha: annotating images with CAPTCHAs.
Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009, 2009

Unsupervised Quadratic Discriminant Embeddings Using Gaussian Mixture Models.
Proceedings of the Knowledge Discovery, Knowlege Engineering and Knowledge Management, 2009

Unsupervised Discriminant Embedding in Cluster Spaces.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

Workshop on Information Retrieval over Social Networks.
Proceedings of the Advances in Information Retrieval, 2009

Mining Networked Media Collections.
Proceedings of the Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, 2009

2008
Spatially consistent partial matching for intra- and inter-image prototype selection.
Signal Process. Image Commun., 2008

Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Digging out implicit semantics from user interaction.
Proceedings of the Contextual and Social Media Understanding and Usage, 15.06., 2008

Semantic clustering of images using patterns of relevance feedback.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Hierarchical Long-Term Learning for Automatic Image Annotation.
Proceedings of the Semantic Multimedia, 2007

Combining multimodal preferences for multimedia information retrieval.
Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Automatic Image Annotation with Relevance Feedback and Latent Semantic Analysis.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

Information Fusion in Multimedia Information Retrieval.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006
Handling temporal heterogeneous data for content-based management of large video collections.
Multim. Tools Appl., 2006

Information-theoretic temporal segmentation of video and applications: multiscale keyframes selection and shot boundaries detection.
Multim. Tools Appl., 2006

Benchmarking image and video retrieval: an overview.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Dual diffusion model of spreading activation for content-based image retrieval.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Local Feature Trajectories for Efficient Event-Based Indexing of Video Sequences.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Interactive partial matching of video sequences in large collections.
Proceedings of the 2005 International Conference on Image Processing, 2005

A contextual model for semantic video structuring.
Proceedings of the 13th European Signal Processing Conference, 2005

Interactive Retrieval of Video Sequences from Local Feature Dynamics.
Proceedings of the Adaptive Multimedia Retrieval: User, 2005

Learning User Queries in Multimodal Dissimilarity Spaces.
Proceedings of the Adaptive Multimedia Retrieval: User, 2005

2004
Knowledge-based detection of events in video streams from salient regions of activity.
Pattern Anal. Appl., 2004

Unsupervised event discrimination based on nonlinear temporal modeling of activity content.
Pattern Anal. Appl., 2004

OWL-based reasoning with retractable inference.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2004

An Integrated Framework for the Management of Video Collection.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

Towards Meeting Information Systems: Meeting Knowledge Management.
Proceedings of the ICEIS 2004, 2004

Iterative Majorization Approach to the Distance-based Discriminant Analysis.
Proceedings of the Classification, 2004

Visual Object Categorization Using Distance-Based Discriminant Analysis.
Proceedings of the Proceedings MDDE '04, 2004

Managing Video Collections at Large.
Proceedings of the First International Workshop on Computer Vision meets Databases, 2004

Video Content Representation as Salient Regions of Activity.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
A Framework for Benchmarking in CBIR.
Multim. Tools Appl., 2003

Overview of Approaches to Semantic Augmentation of Multimedia Databases for Efficient Access and Content Retrieval.
Proceedings of the Adaptive Multimedia Retrieval: First International Workshop, 2003

2002
Construction of a formal multimedia benchmark.
Proceedings of the 11th European Signal Processing Conference, 2002

The Truth about Corel - Evaluation in Image Retrieval.
Proceedings of the Image and Video Retrieval, International Conference, 2002

2001
Performance evaluation in content-based image retrieval: overview and proposals.
Pattern Recognit. Lett., 2001

Evaluating image browsers using structured annotation.
J. Assoc. Inf. Sci. Technol., 2001

Second Generation Benchmarking and Application Oriented Evaluation.
Proceedings of the Information Hiding, 4th International Workshop, 2001

2000
MRML: A Communication Protocol for Content-Based Image Retrieval.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

An open framework for distributed multimedia retrieval.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2000

Strategies for Positive and Negative Relevance Feedback in Image Retrieval.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Approximate Viterbi decoding for 2D-hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2000

Binary digital image processing - a discrete approach.
Academic Press, ISBN: 978-0-12-470505-0, 2000

1999
Euclidean Ordering via Chamfer Distance Calculations.
Comput. Vis. Image Underst., 1999

1997
Skeleton location and evaluation based on local digital width in ribbon-like images.
Pattern Recognit., 1997

Discrete Convexity, Straightness, and the 16-Neighborhood.
Comput. Vis. Image Underst., 1997

Topological Errors and Optimal Chamfer Distance Coefficients.
Proceedings of the Discrete Geometry for Computer Imagery, 1997

1996
A minimum spanning tree approach to line image analysis.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1994
Optimization in Voronoi Diagrams.
Proceedings of the 2nd International Symposium on Mathematical Morphology and Its Applications to Image Processing, 1994


  Loading...