Département d'informatique

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2017

Scientific Articles

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A survey of multimodal sentiment analysisSoleymani, Mohammad; Garcia, David; Jou, Brendan; Schuller, Bjorn; ... Pantic, Maja
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Developing a benchmark for emotional analysis of musicAljanaki, Anna; Yang, Yi-Hsuan; Soleymani, Mohammad;
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Employing GPU architectures for permutation-based indexingKruliš, Martin; Osipyan, Hasmik; Marchand-Maillet, Stéphane;
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Films, Affective Computing and Aesthetic Experience: Identifying Emotional and Aesthetic Highlights from Multimodal Signals in a Social SettingKostoulas, Theodoros; Chanel, Guillaume; Muszynski, Michal; Lombardo, Patrizia; Pun, Thierry
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Generalized three-dimensional lattice Boltzmann color-gradient method for immiscible two-phase pore-scale imbibition and drainage in porous mediaLeclaire, Sébastien; Parmigiani, Andrea; Malaspinas, Orestis Pileas; Chopard, Bastien; Latt, Jonas
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Multilayer Cellular Automata on a Graph Applied to the Exchanges of Cash and GoodsRazakanirina, Ranaivo Mahaleo; Chopard, Bastien;
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MUSCLE-HPC: A new high performance API to couple multiscale parallel applicationsBen Belgacem, Mohamed; Chopard, Bastien;
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Regularized characteristic boundary conditions for the Lattice-Boltzmann methods at high Reynolds number flowsWissocq, Gauthier; Gourdain, Nicolas; Malaspinas, Orestis Pileas; Eyssartier, Alexandre;
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Three-dimensional lattice Boltzmann method benchmarks between color-gradient and pseudo-potential immiscible multi-component modelsLeclaire, Sébastien; Parmigiani, Andrea; Chopard, Bastien; Latt, Jonas;
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Toolbox for Emotional feAture extraction from Physiological signals (TEAP)Soleymani, Mohammad; Villaro-Dixon, Frank; Pun, Thierry; Chanel, Guillaume;
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Wi-Trust : Computational Trust and Reputation Management for Stronger Hotspot 2.0 SecuritySeigneur, Jean-Marc;

Journal Issues

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Toward Commercial Applications of Affective ComputingNovak, Domen; Chanel, Guillaume; Guillotel, Philippe; Koenig, Alexander;

Conference Proceedings

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Indoor Location for Smart Environments with Wireless Sensor and Actuator NetworksZhao, Zhongliang; Kuendig, Stéphane Jean-Jacques; Carrera, Jose; Carron, Blaise; ... Rolim, Jose
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Sparse ternary codes for similarity search have higher coding gain than dense binary codesFerdowsi, Sohrab; Voloshynovskyy, Svyatoslav; Kostadinov, Dimche; Holotyak, Taras;

Proceedings Chapters

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Large-scale Affective Content Analysis: Combining Media Content Features and Facial ReactionsMcDuff, Daniel; Soleymani, Mohammad;

Conference Presentations

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PharmaPack: mobile fine-grained recognition of pharma packagesTaran, Olga; Rezaeifar, Shideh; Dabrowski, Oscar; Holotyak, Taras; Voloshynovskyy, Svyatoslav

Doctoral Thesis

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Computational models of learning the idiosyncrasy of multiword expressionsFarahmand, Meghdad;
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Information theory and maximum entropy principles in non-equilibrium statistical physicsChliamovitch, Gregor;
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Micro-structure based physical object identification on mobile platformsDiephuis, Maurits;
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Quantitative analysis of medical images: finding relevant regions-of-interest for medical decision supportJimenez Del Toro, Oscar;
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Sparse multi-view 3D computer vision : application to embedded assistive technologiesCloix, Séverine;

2016

Scientific Articles

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Building Hierarchical Representations for Oracle Character and Sketch RecognitionGuo, Jun; Wang, Changhu; Roman Rangel, Edgar Francisco; Chao, Hongyang; Rui, Yong
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Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical OrientationsRoman Rangel, Edgar Francisco; Jimenez-Badillo, Diego; Marchand-Maillet, Stéphane;
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Does the gravity orientation of saccular aneurysms influence hemodynamics? An experimental study with and without flow diverter stentChodzyński, Kamil J.; Eker, Omer F.; Vanrossomme, Axel E.; Ribeiro de Sousa, Daniel; ... Zouaoui Boudjeltia, Karim
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Geographic routing on Virtual Raw Anchor Coordinate systemsLeone, Pierre; Wijesiriwardana Samarasinghe, Kasun;
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Great Balls of Fire: A probabilistic approach to quantify the hazard related to ballistics — A case study at La Fossa volcano, Vulcano Island, ItalyBiasse, Sébastien; Falcone, Jean-Luc; Bonadonna, Costanza; Di Traglia, Federico; ... Lestuzzi, Pierino
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Health On the Net's 20 Years of Transparent and Reliable Health InformationBoyer Walther, Célia; Appel, Ron David; Ball, Marion J; van Bemmel, Jan H; ... Geissbuhler, Antoine
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Intragroup Emotions: Physiological Linkage and Social PresenceJärvelä, Simo; Kätsyri, Jari; Ravaja, Niklas; Chanel, Guillaume; Henttonen, Pentti
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Low-power depth-based descending stair detection for smart assistive devicesCloix, Séverine; Bologna, Guido; Weiss Velandia, Viviana Lucia; Pun, Thierry; Hasler, David
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Parallel simulation of particle transport in an advection field applied to volcanic explosive eruptionsKünzli, Pierre; Tsunematsu, Kae; Albuquerque, Paul Mario; Falcone, Jean-Luc; ... Bonadonna, Costanza
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SimMap: Similarity maps for scale invariant local shape descriptorsRoman Rangel, Edgar Francisco; Wang, Changhu; Marchand-Maillet, Stéphane;
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The mechanical properties of a cell-based numerical model of epitheliumMerzouki, Fatma Aziza; Malaspinas, Orestis Pileas; Chopard, Bastien;
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Timing and nature of volcanic particle clusters based on field and numerical investigationsBagheri, Gholamhossein; Rossi, Eduardo; Biasse, Sébastien; Bonadonna, Costanza;
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Towards the patient-specific design of flow diverters made from helix-like wires: an optimization studyZhang, Mingzi; Anzai, Hitomi; Chopard, Bastien; Ohta, Makoto;

Proceedings Chapters

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Greedy Routing on Virtual Raw Anchor Coordinate (VRAC) SystemLeone, Pierre; Samarasinghe, Kasun;
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On-line Multilingual Linguistic ServicesWehrli, Eric; Scherrer, Yves; Nerima, Luka;
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Synchronization among Groups of Spectators for Highlight Detection in MoviesMuszynski, Michal; Kostoulas, Theodoros; Lombardo, Patrizia; Pun, Thierry; Chanel, Guillaume
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Towards a technology-enhanced assessment service in Higher EducationMoccozet, Laurent; Benkacem, Omar; Burgi, Pierre-Yves;

Posters

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Classification of autistic individuals by merging information from multiple fMRI experimentsChanel, Guillaume; Pichon, Swann Jean Antoine; Conty, Laurence; Berthoz, Sylvie; ... Grèzes, Julie

Doctoral Thesis

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A Distributed Event-Based System based on Fragmented-Iterated Bloom FiltersMunoz Illescas, Cristina;
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Analysis of 3d knee joint deformation using a multiscale modelling approachChincisan, Andra-Ioana-Maria;
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Assessment of muscular activity by positron emission tomography using [11C]acetateTrombella, Sara;
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Breaking computational barriers : application of computational science on high performance computersMeyer, Xavier;
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Computational identification and analysis of conserved non-coding vertebrate elementsDousse, Aline;
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Efficient extraction of musculoskeletal structures from multi-channel MR imagesBecker, Matthias;
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Geometric routing over virtual coordinate systems: algorithms, protocols and applicationsWijesiriwardana Samarasinghe, Kasun;

2015

Scientific Articles

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A hybrid HPC/cloud distributed infrastructure: Coupling EC2 cloud resources with HPC clusters to run large tightly coupled multiscale applicationsBen Belgacem, Mohamed; Chopard, Bastien;
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Connecting Brains and Bodies: Applying Physiological Computing to Support Social InteractionChanel, Guillaume; Mühl, Christian;
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Shape-based detection of Maya hieroglyphs using weighted bag representationsRoman Rangel, Edgar Francisco; Marchand-Maillet, Stéphane;
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The Data Mining OPtimization OntologyKeet, C. Maria; Ławrynowicz, Agnieszka; d’Amato, Claudia; Kalousis, Alexandros; ... Hilario, Mélanie

Conference Proceedings

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Mobile visual object identification: from SIFT-BoF-RANSAC to SketchPrintVoloshynovskyy, Svyatoslav; Diephuis, Maurits; Holotyak, Taras;
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The Quest for Visual InterestSoleymani, Mohammad;

Proceedings Chapters

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An Embedded Ground Change Detector for a "Smart Walker"Weiss Velandia, Viviana Lucia; Korolev, Aleksandr; Bologna, Guido; Cloix, Séverine; Pun, Thierry
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Content-based music recommendation using underlying music preference structureSoleymani, Mohammad; Aljanaki, Anna; Wiering, Frans; Veltkamp, Remco C.;
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Dynamic Time Warping of Multimodal Signals for Detecting Highlights in MoviesKostoulas, Theodoros; Chanel, Guillaume; Muszynski, Michal; Lombardo, Patrizia; Pun, Thierry
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Greedy Zone Routing: Robust and Scalable Routing in Wireless Ad-hoc NetworksSamarasinghe, Kasun; Wehbe, Ricardo Abraham; Leone, Pierre;
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Identifying aesthetic highlights in movies from clustering of physiological and behavioral signalsKostoulas, Theodoros; Chanel, Guillaume; Muszynski, Michal; Lombardo, Patrizia; Pun, Thierry
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Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative TrainingYazdani, Majid; Henderson, James;
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Information geometry and minimum description length networksSun, Ke; Wang, Jun; Kalousis, Alexandros; Marchand-Maillet, Stéphane;
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Sharing emotions during a computer-mediated collaborative task: a dual eye-tracking studyCereghetti, Donato; Molinari, Gaëlle; Chanel, Guillaume; Pun, Thierry; Betrancourt, Mireille
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Spectators’ Synchronization Detection based on Manifold Representation of Physiological Signals: Application to Movie Highlights DetectionMuszynski, Michal; Kostoulas, Theodoros; Chanel, Guillaume; Lombardo, Patrizia; Pun, Thierry

Conference Presentations

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Greedy Zone Routing : Scalable Routing in Large Scale Wireless Ad-hoc NetworksSamarasinghe, Kasun; Leone, Pierre;

Posters

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Spectators’ synchronization detection based on manifold representation of physiological signals: application to movie highlights detectionMuszynski, Michal; Kostoulas, Theodoros; Chanel, Guillaume; Lombardo, Patrizia; Pun, Thierry

Technical Reports

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Succint greedy routing without metric on planar triangulationsLeone, Pierre; Samarasinghe, Kasun;

Working paper

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Aspects and Challenges of Mobile CrowdcomputingCarron, Blaise; Leone, Pierre; Evangelatos, Napoleon-Orestis;

Doctoral Thesis

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Analysis of large biological data: metabolic network modularization and prediction of N-terminal acetylationCharpilloz, Christophe;
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Development of image reconstruction and correction techniques in PET/CT and PET/MR imagingMehranian, Abolfazl;
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Distributed and multiscale computing for scientific applicationsBen Belgacem, Mohamed;
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Efficient algorithms, architectures and implementations in internet of things and smart environmentsEvangelatos, Napoleon-Orestis;
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Generative models for syntactic and semantic structure prediction using latent variablesGarg, Nikhil;
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Improved Distance Metric Learning for Nearest Neighbor ClassificationWang, Jun;
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Information geometry and data manifold representationsSun, Ke;
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Meta-mining: a meta-learning framework to support the recommendation, planning and optimization of data mining workflowsNguyen, Phong;
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Symbolic model-checking with Set RewritingLopez Bobeda, Edmundo;
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The Topology of Directed Complex Networks: Computational Analysis and ApplicationsDubuisson, Jimmy;
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Use case oriented medical visual information retrieval & system evaluationGarcia Seco De Herrera, Alba;

2014

Scientific Articles

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A Framework for Building a Network of Irrigation Canals on a Distributed Computing Environment: a case studyBen Belgacem, Mohamed; Chopard, Bastien; Latt, Jonas; Parmigiani, Andrea;
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A numerical model of ballistic transport with collisions in a volcanic settingTsunematsu, Kae; Chopard, Bastien; Falcone, Jean-Luc; Bonadonna, Costanza;
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A survey of affective brain computer interfaces: principles, state-of-the-art, and challengesMühl, Christian; Allison, Brendan; Nijholt, Anton; Chanel, Guillaume;
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Active Content FingerpritingFarhadzadeh, Farzad; Voloshynovskyy, Svyatoslav;
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Affective brain-computer interfaces : special issue editorialMühl, Christian; Allison, Brendan; Nijholt, Anton; Chanel, Guillaume;
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Corpus Development for Affective Video IndexingSoleymani, Mohammad; Larson, Martha; Pun, Thierry; Hanjalic, Alan;
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Design of a Novel Network Architecture for Distributed Event-Based Systems Using Directional Random Walks in an Ubiquitous Sensing ScenarioMunoz Illescas, Cristina; Leone, Pierre;
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Distributed multiscale computing with MUSCLE 2, the Multiscale Coupling Library and EnvironmentBorgdorff, J.; Mamonski, M.; Bosak, B.; Kurowski, K.; ... Hoekstra, A.G.
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Motifs tree: a new method for predicting post-translational modificationsCharpilloz, Christophe; Veuthey, Anne-Lise; Chopard, Bastien; Falcone, Jean-Luc;
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See ColOr: an extended sensory substitution device for the visually impairedGomez, Juan; Bologna, Guido; Pun, Thierry;
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Wireless energy transfer in sensor networks with adaptive, limited knowledge protocolsAngelopoulos, Konstantinos Marios; Nikoletseas, Sotiris; Raptis, Theofanis P.;

Conference Proceedings

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A robust, real-time ground change detector for a "smart" walkerWeiss Velandia, Viviana Lucia; Cloix, Séverine; Bologna, Guido; Hasler, David; Pun, Thierry
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Walking behavior change detector for a "smart" walker : 6th International conference on Intelligent Human Computer Interaction, IHCI 2014Weiss Velandia, Viviana Lucia; Bologna, Guido; Cloix, Séverine; Pun, Thierry;

Proceedings Chapters

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An Information Geometry of Statistical Manifold LearningSun, Ke; Marchand-Maillet, Stéphane;
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Combinatorial Approach for Geographic Routing with Delivery GuaranteesSamarasinghe, Kasun; Leone, Pierre;
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Design of an Unstructured and Free Geo-Coordinates Information Brokerage System for Sensor Networks using Directional Random WalksMunoz Illescas, Cristina; Leone, Pierre;
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Information Geometric Density EstimationSun, Ke; Marchand-Maillet, Stéphane;
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Sparsity on Statistical Simplexes and Diversity in Social RankingSun, Ke; Mohamed, Hisham; Marchand-Maillet, Stéphane;

Doctoral Thesis

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A computer-vision based sensory substitution device for the visually impaired (See ColOr)Gomez Valencia, Juan Diego;
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A real time locating system for Wireless Sensor NetworksChantzis, Konstantinos;
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Algorithms and frameworks for Tree-based Machine Translation and tree structures predictionGesmundo, Andréa;
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Context-Aware 3D rendering for User-Centric Pervasive Collaborative computing environmentsNijdam, Niels Alexander;
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Description and retrieval of medical visual information based on language modellingFoncubierta Rodriguez, Antonio;
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Dynamics on complex networks: application to abstract micro-economical modelsRazakanirina, Ranaivo Mahaleo;
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