SM
Publications
131
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60 548
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Supervised works
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1 - 131 of 131
Title Published in Access level OA Policy Year Views Downloads
RCnum: A Semantic and Multilingual Online Edition of the Geneva Council Registers from 1545 to 1550Proceedings of the 25th Annual Conference of the European Association for Machine Translation - Volume 2: Products & Projects
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2024 69 26
Prediction of HIV status based on socio-behavioural characteristics in East and Southern AfricaPloS one
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2022 150 70
Large-scale Nonlinear Variable Selection via Kernel Random FeaturesMachine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Proceedings. Part II
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2019 252 175
Inductive t-SNE via deep learning to visualize multi-label imagesEngineering Applications of Artificial Intelligence
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2019 393 6
Indexability-Based Dataset Partitioning12th International Conference on Similarity Search and Applications, SISAP 2019
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2019 294 223
The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets
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2019 245 57
Learning by stochastic serializations
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2019 239 59
Extracting localized information from a Twitter corpus for flood prevention
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2019 237 98
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey9th International Workshop on Climate Informatics
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2019 265 55
On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency TensorElectronic Notes in Discrete Mathematics
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2018 323 1
Structured nonlinear variable selectionConference on Uncertainty in Artificial Intelligence, UAI2018
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2018 219 54
On {Hb}-graphs and their application to hypergraph e-adjacency tensorMidwest Conference on Combinatorics and Combinatorial Computing, MCCCC 32
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2018 259 35
Employing GPU architectures for permutation-based indexingMultimedia Tools and Applications
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2017 441 1
Forecasting and Granger Modelling with Non-linear Dynamical DependenciesMachine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2017, Proceedings, Part II
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2017 307 169
Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNEProceedings of the 15th International Workshop on Content-Based Multimedia Indexing (CBMI '17)
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2017 741 0
On Hölder Projective DivergencesEntropy
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2017 431 173
Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast TasksProceedings of the Ninth Asian Conference on Machine Learning (ACML 2017)
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2017 514 102
Quantifying the Invariance and Robustness of Permutation-Based Indexing SchemesSimilarity Search and Applications, 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016, Proceedings
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2016 282 0
Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic ArtComputer Vision – ECCV 2016 Workshops
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2016 312 410
Similarity Search of Sparse Histograms on GPU ArchitectureSimilarity Search and Applications, 9th International Conference, SISAP 2016
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2016 297 0
Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical OrientationsJournal on Computing and Cultural Heritage
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2016 427 1
Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D ModelsPattern Recognition: 8th Mexican Conference, MCPR 2016. Proceedings
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2016 296 0
Comix: joint estimation and lightspeed comparison of mixture modelsIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016
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2016 289 0
SimMap: Similarity maps for scale invariant local shape descriptorsNeurocomputing
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2016 521 0
Information geometry and minimum description length networksProceedings of the 32 nd International Conference on Machine Learning
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2015 629 186
Shape-based detection of Maya hieroglyphs using weighted bag representationsPattern recognition
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2015 525 2
Sparsity on Statistical Simplexes and Diversity in Social RankingProceedings of the 6th Asian Conference on Machine Learning
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2014 573 129
An Information Geometry of Statistical Manifold LearningProceedings of the 31 st International Conference on Machine Learning
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2014 788 534
Information Geometric Density EstimationBayesian Inference and Maximum Entropy Methods in Science and Engineering
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2014 586 465
Topic modelling of clickthrough data in image searchMultimedia Tools and Applications
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2013 427 242
Multi-dimensional Information Ordering to Support Decision-Making Processes2013 IEEE 15th Conference on Business Informatics (CBI)
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2013 567 0
Enhancing MapReduce using MPI and an optimized data exchange policy41st International Conference on Parallel Processing Workshops (ICPPW)
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2012 659 0
Distributed media indexing based on MPI and MapReduce10th International Workshop on Content-Based Multimedia Indexing (CBMI)
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2012 660 0
SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections23rd International Workshop on Database and Expert Systems Applications (DEXA)
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2012 571 0
Introduction to the special issue on image and video retrieval: theory and applicationsMultimedia tools and applications
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2011 569 0
A Parallel Cross-Modal Search Engine over Large-Scale Multimedia Collections with Interactive Relevance FeedbackICMR '11: Proceedings of the 1st ACM International Conference on Multimedia Retrieval
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2011 598 2
Effective multimodal information fusion by structure learningProceedings of the 14th International Conference on Information Fusion (FUSION), 2011
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2011 474 0
Query log simulation for long-term learning in image retrieval9th International Workshop on Content-Based Multimedia Indexing (CBMI)
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2011 560 0
TagCaptcha: Annotating images with CAPTCHAsMM '10: Proceedings of the international conference on Multimedia
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2010 563 806
Interactive Representations of Multimodal DatabasesMulti-modal signal processing: methods and techniques to build multimodal interactive systems
2010 498 0
High-dimensional multimodal distribution embedding2010 IEEE International Conference on on Visual Analytics and Knowledge Discovery (VAKD'10) Data Mining Workshops (ICDMW), 2010 IEEE International Conference on Data Mining Workshops (ICDMW)
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2010 550 0
Collection guiding: review of the main strategies fro multimedia collection browsing
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2009 498 164
Optimizing Strategies for the Exploration of Social-Networks and Associated Data CollectionsProceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'09)
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2009 528 0
Multimodal Preference Aggregation for Multimedia Information RetrievalJournal of multimedia
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2009 592 307
Multiview clustering : a late fusion approach using latent modelsSIGIR '09 Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
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2009 556 0
TagCaptcha : annotating images with CAPTCHAsProceedings of the ACM SIGKDD Workshop on Human Computation, HCOMP '09
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2009 541 0
Can feature information interaction help for information fusion in multimedia problems?Multimedia tools and applications
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2009 534 268
Distance Transformation for Effective Dimension Reduction of High-Dimensional DataFirst International Workshop on Topological Learning
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2009 470 88
Unsupervised Discriminant Embedding in Cluster SpacesInternational Conference on Knowledge Discovery and Information Retrieval (KDIR'09)
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2009 465 287
Modelling long-term relevance feedbackProceedings of the ECIR Workshop on Information Retrieval over Social Networks
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2009 456 101
Unsupervised dimension reduction of high-dimensional data for cluster preservation
2008 461 0
Design of multimodal dissimilarity spaces for retrieval of multimedia documentsIEEE transactions on pattern analysis and machine intelligence
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2008 507 12
Exploiting Synergistic and Redundant Features for Multimedia Document Classification32nd Annual Conference of the German Classification Society - Advances in Data Analysis, Data Handling and Business Intelligence (GfKl 2008)
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2008 466 93
Spatially-consistent partial matching for intra- and inter-image prototype selectionSignal processing. Image communication
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2008 473 0
Semantic clustering of images using patterns of relevance feedback6th International Workshop on Content-based Multimedia Indexing (CBMI08)
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2008 548 0
Can Feature Information Interaction help for Information Fusion in Multimedia Problems?First International Workshop on Metadata Mining for Image Understanding
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2008 525 180
Information Fusion in Multimedia Information RetrievalProceedings of 5th international Workshop on Adaptive Multimedia Retrieval (AMR)
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2007 491 452
Adaptive Multimedia Retrieval: User, Context and Feedback
2007 546 717
Combining Multimodal Preferences for Multimedia Information RetrievalProceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2007
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2007 457 315
Automatic image annotation with relevance feedback and latent semantic analysis5th International Workshop on Adaptive Multimedia Retrieval, AMR 2007
2007 535 0
Clustered multidimensional scaling for exploration in information retrieval1st International Conference on the Theory of Information Retrieval (ICTIR'07)
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2007 427 67
Hierarchical long-term learning for automatic image annotation2nd International Conference on Semantic and Digital Media Technologies, SAMT 2007 : proceedings
2007 497 0
Asymmetric Learning and Dissimilarity Spaces for Content-based RetrievalImage and Video Retrieval : 5th International Conference, CIVR 2006. Proceedings
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2006 524 216
Handling Temporal Heterogeneous Data for Content-Based Management of Large Video CollectionsMultimedia tools and applications
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2006 527 215
Performance evaluation of a contextual news story segmentation algorithmProc. SPIE Vol. 6073, 60730X, Multimedia Content Analysis, Management, and Retrieval
2006 425 0
Dual diffusion model of spreading activation for content-based image retrievalProceedings of the 8th ACM international workshop on Multimedia information retrieval, MIR '06 8th
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2006 483 0
Visual object categorization with indefinite kernels in discriminant analysis frameworkProceedings of SPIE Photonics West, Electronic Imaging 2006, Multimedia Content Analysis, Management, and Retrieval 2006 (EI122)
2006 450 0
Information-theoretic temporal segmentation of videos and applications : multiscale keyframe selection and transition detectionMultimedia tools and applications
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2006 441 238
Learning User Queries in Multimodal Dissimilarity SpacesAdaptive Multimedia Retrieval: User, Context, and Feedback : 3rd International Workshop, AMR 2005. Revised Selected Papers
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2005 543 240
Large Margin Multiple Hyperplane Classification for Content-based Multimedia RetrievalProceedings of the 1st Workshop on Machine Learning Techniques for Processing Multimedia Content, MLMM'05
2005 359 0
Interactive Partial Matching of Video Sequences in Large CollectionsIEEE International Conference on Image Processing (ICIP'05)
2005 450 0
Countering the false positive projection effect in nonlinear asymmetric classification29th annual conference of the Gesellschaft fr Klassifikation
2005 451 0
An Integrating Framework for the Management of Video CollectionsProceedings of the 2004 First Workshop on Machine Learning and Multimodal Interaction, MLMI'04
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2005 380 108
Knowledge-based detection of events in video streams from salient regions of activityPattern analysis and applications
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2005 521 304
Collection Guiding: A new framework for handling large multimedia collectionsProceedings of the First Workshop on Audio-visual Content And Information Visualization In Digital Librairies, AVIVDiLib05
2005 406 0
Semantic segmentation of video collections using boosted random fieldsProceedings of the 2005 second Workshop on Machine Learning and Multimodal Interaction, MLMI'05
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2005 439 60
Interactive Video Retrieval based on Multimodal Dissimilarity RepresentationProceedings of the Machine Learning Techniques for Processing Multimedia Content- ICML workshop, MLMM'05
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2005 326 85
A contextual model for semantic video structuringProceedings of the 13th European Signal Processing Conference, EUSIPCO 2005
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2005 438 84
Countering the false positive projection effect in nonlinear asymmetric classificationThe IEEE Symposium on Signal Processing and Information Technology (ISSPIT'05)
2005 399 0
Interactive Retrieval of Video Sequences from Local Feature DynamicsProceedings of the 3rd International Workshop on Adaptive Multimedia Retrieval, AMR'05
2005 324 0
Unsupervised Event Discrimination Based on Nonlinear Temporal Modelling of ActivityPattern analysis and applications
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2004 411 268
Towards Meeting Information Systems: Meeting Knowledge ManagementICEIS 2004 - 6th International Conference on Enterprise Information Systems
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2004 711 422
Visual object categorization using distance-based discriminant analysisProceedings of the 4th International Workshop on Multimedia Data and Document Engineering
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2004 493 279
Hierarchical Ensemble Learning For Multimedia Categorization And AutoannotationProceedings of the 2004 IEEE Signal Processing Society Workshop (MLSP 2004)
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2004 418 202
Unsupervised Event Discrimination Based on Nonlinear Temporal Modelling of ActivityPattern analysis and applications
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2004 430 0
Managing Video at LargeProceedings of the ACM SIGMOD Workshop on Computer Vision meets Databases
2004 412 0
Iterative majorization approach to the distance-based discriminant analysisProceedings of the 28th Annual Conference of the GfKl 2004
2004 501 0
Evaluation of distance-based discriminant analysis and its kernelized extension in visual object recognitionProceedings of the 7th International on signal/image processing and pattern recognition (UkrObraz 2004)
2004 376 0
Benchmarking Image Retrieval ApplicationsProceedings of the 7th Internatinoal Conference on VISual Information Systems (VIS'2004)
2004 434 0
Multimedia autoannotation via hierarchical semantic ensemblesProceedings of the Int. Workshop on Learning for Adaptable Visual Systems (LAVS 2004)
2004 407 0
Video Content Representation as Salient Regions of ActivityProceedings of the International Conference on Image and Video Retrieval
2004 455 0
OWL-based reasoning with retractable inferenceProceedings of RIAO 2004, Conference on coupling approaches, coupling media and coupling languages for information retrieval
2004 414 0
DEVA: an extensible ontology-based annotation model for visual document collectionsProceedings of SPIE Photonics West, Electronic Imaging 2002, Internet Imaging IV
2003 462 0
The Semantic Web Knowledge Base (SWKB), an OWL reasoning tool with retractable inference
2003 451 0
A Framework for Benchmarking in CBIRMultimedia tools and applications
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2003 583 0
Extension to the Multimedia Retrieval Markup Language: A communication protocol for content-based image retrievalProceedings of the 3rd International Workshop on Content-Based Multimedia Indexing, CBMI'03
2003 450 0
Nonlinear Temporal Modeling for Motion-based Video OverviewingProceedings of the 3rd International Workshop on Content-Based Multimedia Indexing, CBMI'03
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2003 439 69
Meeting Record Modelling for Enhanced Browsing
2003 407 0
Overview of approaches to semantic augmentation of multimedia databases for efficient access and content retrievalProceedings of the 1st International Workshop on Adaptive Multimedia Retrieval (AMR 2003)
2003 590 0
Collection guiding
2003 424 0
MRML: Steps towards version 2
2003 415 0
Information-Theoretic Framework for The Joint Temporal Partionning and Representation of Video DataProceedings of the 3rd International Workshop on Content-Based Multimedia Indexing, CBMI'03
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2003 394 110
Prédiction Temporelle de Descripteurs Visuels pour la Mesure de Similarité entre Vidéos19e Colloque sur le traitement du signal et des images, 2003 (GRETSI'03)
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2003 435 80
A flexible framework for the development of XML protocols: Applications to MRML
2003 485 0
Flexible Image Decomposition for Multimedia Indexing and RetrievalProceedings of SPIE Photonics West, Electronic Imaging 2002, Internet Imaging III
2002 462 0
The Truth About Corel - Evaluation in Image RetrievalProceedings of The Challenge of Image and Video Retrieval (CIVR2002)
2002 516 0
Construction of a Formal Multimedia BenchmarkProceedings of the 11th European Signal Processing Conference, EUSIPCO 2002
2002 361 0
A Dynamic Multimedia Annotation ToolProccedings of SPIE Photonics West, Electronic Imaging 2002, Internet Imaging III
2002 484 0
Design and Evaluation of a Content-based Image Retrieval SystemDesign and Management of Multimedia Information Systems: Opportunities and Challenges
2001 507 0
Automated benchmarking in content-based image retrieval
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2001 568 397
Performance Evaluation in Content-Based Image RetrievalMultimedia Content-Based Indexing and Retrieval (MMCBIR 2001)
2001 472 0
Second generation benchmarking and application oriented evaluationInformation Hiding : 4th international workshop, IH 2001, Pittsburgh, PA, USA, April 25-27, 2001 : proceedings
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2001 515 479
A Web-Based Evaluation System for Content-Based Image RetrievalProceedings of the ACM Multimedia Workshop on Multimedia Information Retrieval (ACM MIR 2001)
2001 439 0
Evaluating Image Browsers Using Structured AnnotationJournal of the American Society for Information Science and Technology
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2001 615 0
Performance Evaluation in Content-Based Image Retrieval: Overview and ProposalsPattern recognition letters
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2001 731 0
Automated Benchmarking in Content-based Image RetrievalProceedings of the 2001 IEEE International Conference on Multimedia and Expo, ICME2001
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2001 514 0
The Reality of Content-based Image RetrievalProceeding of the meeting Suchbilder
2001 447 0
An Open Framework for Distributed Multimedia Retrieval
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2000 473 85
MRML: a Communication Protocol for Content-Based Image Retrieval
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2000 469 219
Strategies for positive and negative relevance feedback in image retrievalProceedings of the International Conference on Pattern Recognition (ICPR'2000)
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2000 524 425
MRML: An extensible communication protocol for interoperability and benchmarking of multimedia information retrieval systemsInformation Technologies 2000
2000 531 0
An Open Framework for Distributed Multimedia RetrievalRecherche d'Informations Assistée par Ordinateur (RIAO'2000) Computer-Assisted Information Retrieval
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2000 528 290
MRML: A Communication Protocol for Content-Based Image RetrievalInternational Conference on Visual Information Systems (Visual 2000)
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2000 506 316
Strategies for positive and negative relevance feedback in image retrieval
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2000 534 943
Long-Term Learning from User Behavior in Content-Based Image Retrieval
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2000 440 138
MRML: A communication protocol for content-based multimedia retrievalProposal, ISO/IEC JTC1/SC29/WG11, MPEG00/M6099, Int. Organiz. for Standardization, Coding of Moving Pictures and Associated Audio
2000 369 0
MRML: An Extensible Communication Protocol for Interoperability and Benchmarking of Multimedia Information Retrieval SystemsSPIE Photonics East - Voice, Video, and Data Communications
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2000 612 331
Towards a fair benchmark for image browsersSPIE Photonics East, Voice, Video, and Data Communications
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2000 484 242
Content-Based Video Retrieval: an Overview
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2000 524 162
Learning features weights from user behavior in Content-Based Image RetrievalACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Workshop on Multimedia Data Mining MDM/KDD2000)
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2000 440 110
Lernen von Merkmalsgewichtungen beim inhaltsbasierten Suchen in grossen Bilddatenbanken (Content-based image retrieval)Proceedings of the Fachwissenschaftlicher Informatik-Kongress
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2000 427 102
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