2017

Scientific Articles

unige:97526	Employing GPU architectures for permutation-based indexing	Kruliš, Martin; Osipyan, Hasmik; Marchand-Maillet, Stéphane;
unige:103033	On Hölder Projective Divergences	Nielsen, Frank; Sun, Ke; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:103203	Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks	Gregorova, Magda; Kalousis, Alexandros; Marchand-Maillet, Stéphane;
unige:103202	Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE	Roman Rangel, Edgar Francisco; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:96989	Computational models of learning the idiosyncrasy of multiword expressions	Farahmand, Meghdad;
unige:96297	Quantitative analysis of medical images: finding relevant regions-of-interest for medical decision support	Jimenez Del Toro, Oscar;

2016

Scientific Articles

unige:97600	Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations	Roman Rangel, Edgar Francisco; Jimenez-Badillo, Diego; Marchand-Maillet, Stéphane;
unige:88091	SimMap: Similarity maps for scale invariant local shape descriptors	Roman Rangel, Edgar Francisco; Wang, Changhu; Marchand-Maillet, Stéphane;

2015

Scientific Articles

unige:88092

Shape-based detection of Maya hieroglyphs using weighted bag representations

Roman Rangel, Edgar Francisco; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:73193

Information geometry and minimum description length networks

Sun, Ke; Wang, Jun; Kalousis, Alexandros; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:88095	Generative models for syntactic and semantic structure prediction using latent variables	Garg, Nikhil;
unige:80017	Information geometry and data manifold representations	Sun, Ke;
unige:86131	Meta-mining: a meta-learning framework to support the recommendation, planning and optimization of data mining workflows	Nguyen, Phong;
unige:73184	Use case oriented medical visual information retrieval & system evaluation	Garcia Seco De Herrera, Alba;

2014

Proceedings Chapters

unige:73194	An Information Geometry of Statistical Manifold Learning	Sun, Ke; Marchand-Maillet, Stéphane;
unige:73191	Information Geometric Density Estimation	Sun, Ke; Marchand-Maillet, Stéphane;
unige:73192	Sparsity on Statistical Simplexes and Diversity in Social Ranking	Sun, Ke; Mohamed, Hisham; Marchand-Maillet, Stéphane;

Thesis supervisions

unige:46981	Description and retrieval of medical visual information based on language modelling	Foncubierta Rodriguez, Antonio;
unige:40731	Scalable approximate k-NN in multidimensional big data	Mohamed, Hisham;
unige:43325	User-oriented medical image retrieval	Markonis, Dimitrios;

2013

Proceedings Chapters

unige:34318

Multi-dimensional Information Ordering to Support Decision-Making Processes

Marchand-Maillet, Stéphane; Hofreiter, Birgit;

Master's thesis supervisions

unige:85596

Système de visualisation, d’annotation et de transcription des manuscrits numérisés de Ferdinand de Saussure

Brero, Massimo;

2012

Proceedings Chapters

unige:23590	Distributed media indexing based on MPI and MapReduce	Mohamed, Hisham; Marchand-Maillet, Stéphane;
unige:23591	Enhancing MapReduce using MPI and an optimized data exchange policy	Mohamed, Hisham; Marchand-Maillet, Stéphane;
unige:23588	SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections	Von Wyl, Marc; Marchand-Maillet, Stéphane;

2011

Scientific Articles

unige:23586

Introduction to the special issue on image and video retrieval: theory and applications

Kompatsiaris, Ioannis; Marchand-Maillet, Stéphane; van Zwol, Roelof; Marcel, Sébastien;

Conference Proceedings

unige:21936

A Parallel Cross-Modal Search Engine over Large-Scale Multimedia Collections with Interactive Relevance Feedback

Von Wyl, Marc; Mohamed, Hisham; Bruno, Eric; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:23587	Effective multimodal information fusion by structure learning	Kludas, Jana; Marchand-Maillet, Stéphane;
unige:23644	Query log simulation for long-term learning in image retrieval	Morrison, Donn Alexander; Marchand-Maillet, Stéphane; Bruno, Eric;

Thesis supervisions

unige:17343	Dimension reduction for clustered high-dimensional data	Szekely, Eniko-Melinda;
unige:15947	Latent variable modelling of user interaction in image retrieval	Morrison, Donn Alexander;

2010

Book Chapters

unige:47619

Interactive Representations of Multimodal Databases

Marchand-Maillet, Stéphane; Morrison, Donn Alexander; Szekely, Eniko-Melinda; Bruno, Eric;

Proceedings Chapters

unige:47647	High-dimensional multimodal distribution embedding	Szekely, Eniko-Melinda; Bruno, Eric; Marchand-Maillet, Stéphane;
unige:24057	TagCaptcha: Annotating images with CAPTCHAs	Morrison, Donn Alexander; Marchand-Maillet, Stéphane; Bruno, Eric;

Thesis supervisions

unige:14539

Information fusion for multimedia: exploiting feature interactions for semantic feature selection and construction

Kludas, Jana;

2009

Scientific Articles

unige:24058	Can feature information interaction help for information fusion in multimedia problems?	Kludas, Jana; Bruno, Eric; Marchand-Maillet, Stéphane;
unige:24059	Multimodal Preference Aggregation for Multimedia Information Retrieval	Bruno, Eric; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:47653	Distance Transformation for Effective Dimension Reduction of High-Dimensional Data	Szekely, Eniko-Melinda; Bruno, Eric; Marchand-Maillet, Stéphane;
unige:47666	Modelling long-term relevance feedback	Morrison, Donn Alexander; Marchand-Maillet, Stéphane; Bruno, Eric;
unige:24343	Multiview clustering : a late fusion approach using latent models	Bruno, Eric; Marchand-Maillet, Stéphane;
unige:47664	Optimizing Strategies for the Exploration of Social-Networks and Associated Data Collections	Marchand-Maillet, Stéphane; Szekely, Eniko-Melinda; Bruno, Eric;
unige:47665	TagCaptcha : annotating images with CAPTCHAs	Morrison, Donn Alexander; Marchand-Maillet, Stéphane; Bruno, Eric;
unige:47654	Unsupervised Discriminant Embedding in Cluster Spaces	Szekely, Eniko-Melinda; Bruno, Eric; Marchand-Maillet, Stéphane;

Technical Reports

unige:47989

Collection guiding: review of the main strategies fro multimedia collection browsing

Szekely, Eniko-Melinda; Bruno, Eric; Marchand-Maillet, Stéphane;

2008

Scientific Articles

unige:1231	Design of multimodal dissimilarity spaces for retrieval of multimedia documents	Bruno, Eric; Moenne-Loccoz, Nicolas; Marchand-Maillet, Stéphane;
unige:47425	Spatially-consistent partial matching for intra- and inter-image prototype selection	Kosinov, Serhiy; Bruno, Eric; Marchand-Maillet, Stéphane;

Proceedings Chapters

unige:47680	Can Feature Information Interaction help for Information Fusion in Multimedia Problems?	Kludas, Jana; Bruno, Eric; Marchand-Maillet, Stéphane;
unige:47674	Exploiting Synergistic and Redundant Features for Multimedia Document Classification	Kludas, Jana; Bruno, Eric; Marchand-Maillet, Stéphane;
unige:47671	Semantic clustering of images using patterns of relevance feedback	Morrison, Donn Alexander; Marchand-Maillet, Stéphane; Bruno, Eric;

Technical Reports

unige:47990

Unsupervised dimension reduction of high-dimensional data for cluster preservation

Szekely, Eniko-Melinda; Bruno, Eric; Marchand-Maillet, Stéphane;