| TimeFlow 2 : An Unsupervised Cell Lineage Detection Method for Flow Cytometry Data | Cytometry. Part A | | | 2026 | 21 | 226 |
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| A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data | npj digital medicine | | | 2025 | 11 | 32 |
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| TimeFlow : A Density‐Driven Pseudotime Method for Flow Cytometry Data Analysis | Cytometry. Part A | | | 2025 | 78 | 61 |
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| Développement d’une ontologie pour l’analyse de textes de décisions administratives d’Ancien Régime par des Grands Modèles de Langage | Journée Humanités Numériques & IA (Evénement affilié à PFIA 2025) | | | 2025 | 27 | 124 |
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| Change points detection - Applications in vegetation and temperature analysis | | | | 2025 | 37 | 157 |
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| RCnum: A Semantic and Multilingual Online Edition of the Geneva Council Registers from 1545 to 1550 | Proceedings of the 25th Annual Conference of the European Association for Machine Translation - Volume 2: Products & Projects | | | 2024 | 221 | 317 |
|
| Deep learning for acute rib fracture detection in CT data: a systematic review and meta-analysis | British journal of radiology | | | 2024 | 41 | 486 |
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| Prediction of HIV status based on socio-behavioural characteristics in East and Southern Africa | PloS one | | | 2022 | 259 | 927 |
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| Large-scale Nonlinear Variable Selection via Kernel Random Features | Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Proceedings. Part II | | | 2019 | 327 | 470 |
|
| Inductive t-SNE via deep learning to visualize multi-label images | Engineering Applications of Artificial Intelligence | | | 2019 | 460 | 6 |
|
| Indexability-Based Dataset Partitioning | 12th International Conference on Similarity Search and Applications, SISAP 2019 | | | 2019 | 348 | 394 |
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| The HyperBagGraph DataEdron: An Enriched Browsing Experience of Multimedia Datasets | | | | 2019 | 303 | 169 |
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| Learning by stochastic serializations | | | | 2019 | 309 | 142 |
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| Extracting localized information from a Twitter corpus for flood prevention | | | | 2019 | 278 | 372 |
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| Computing flood probabilities using Twitter: application to the Houston urban area during Harvey | 9th International Workshop on Climate Informatics | | | 2019 | 349 | 341 |
|
| On Adjacency and e-Adjacency in General Hypergraphs: Towards a New e-Adjacency Tensor | Electronic Notes in Discrete Mathematics | | | 2018 | 403 | 1 |
|
| Structured nonlinear variable selection | Conference on Uncertainty in Artificial Intelligence, UAI2018 | | | 2018 | 305 | 136 |
|
| On {Hb}-graphs and their application to hypergraph e-adjacency tensor | Midwest Conference on Combinatorics and Combinatorial Computing, MCCCC 32 | | | 2018 | 320 | 101 |
|
| Employing GPU architectures for permutation-based indexing | Multimedia Tools and Applications | | | 2017 | 502 | 1 |
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| Forecasting and Granger Modelling with Non-linear Dynamical Dependencies | Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2017, Proceedings, Part II | | | 2017 | 369 | 249 |
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| Visualizing weakly-Annotated Multi-label Mayan Inscriptions with Supervised t-SNE | Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing (CBMI '17) | | | 2017 | 803 | 0 |
|
| On Hölder Projective Divergences | Entropy | | | 2017 | 514 | 280 |
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| Learning Predictive Leading Indicators for Forecasting Time Series Systems with Unknown Clusters of Forecast Tasks | Proceedings of the Ninth Asian Conference on Machine Learning (ACML 2017) | | | 2017 | 596 | 145 |
|
| Quantifying the Invariance and Robustness of Permutation-Based Indexing Schemes | Similarity Search and Applications, 9th International Conference, SISAP 2016, Tokyo, Japan, October 24-26, 2016, Proceedings | | | 2016 | 345 | 0 |
|
| Transferring Neural Representations for Low-Dimensional Indexing of Maya Hieroglyphic Art | Computer Vision – ECCV 2016 Workshops | | | 2016 | 383 | 887 |
|
| Similarity Search of Sparse Histograms on GPU Architecture | Similarity Search and Applications, 9th International Conference, SISAP 2016 | | | 2016 | 354 | 0 |
|
| Classification and Retrieval of Archaeological Potsherds Using Histograms of Spherical Orientations | Journal on Computing and Cultural Heritage | | | 2016 | 478 | 1 |
|
| Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models | Pattern Recognition: 8th Mexican Conference, MCPR 2016. Proceedings | | | 2016 | 351 | 0 |
|
| Comix: joint estimation and lightspeed comparison of mixture models | IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 | | | 2016 | 361 | 0 |
|
| SimMap: Similarity maps for scale invariant local shape descriptors | Neurocomputing | | | 2016 | 640 | 0 |
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| Information geometry and minimum description length networks | Proceedings of the 32 nd International Conference on Machine Learning | | | 2015 | 729 | 712 |
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| Shape-based detection of Maya hieroglyphs using weighted bag representations | Pattern recognition | | | 2015 | 598 | 2 |
|
| Sparsity on Statistical Simplexes and Diversity in Social Ranking | Proceedings of the 6th Asian Conference on Machine Learning | | | 2014 | 641 | 247 |
|
| An Information Geometry of Statistical Manifold Learning | Proceedings of the 31 st International Conference on Machine Learning | | | 2014 | 947 | 1,896 |
|
| Preface to the special issue on Content-Based Multimedia Indexing | Multimedia tools and applications | | | 2014 | 37 | 108 |
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| Information Geometric Density Estimation | Bayesian Inference and Maximum Entropy Methods in Science and Engineering | | | 2014 | 656 | 635 |
|
| Topic modelling of clickthrough data in image search | Multimedia Tools and Applications | | | 2013 | 478 | 385 |
|
| Multi-dimensional Information Ordering to Support Decision-Making Processes | 2013 IEEE 15th Conference on Business Informatics (CBI) | | | 2013 | 636 | 0 |
|
| Enhancing MapReduce using MPI and an optimized data exchange policy | 41st International Conference on Parallel Processing Workshops (ICPPW) | | | 2012 | 705 | 0 |
|
| Distributed media indexing based on MPI and MapReduce | 10th International Workshop on Content-Based Multimedia Indexing (CBMI) | | | 2012 | 709 | 0 |
|
| SwiftLink: Serendipitous Navigation Strategy for Large-Scale Document Collections | 23rd International Workshop on Database and Expert Systems Applications (DEXA) | | | 2012 | 621 | 0 |
|
| Introduction to the special issue on image and video retrieval: theory and applications | Multimedia tools and applications | | | 2011 | 633 | 0 |
|
| A Parallel Cross-Modal Search Engine over Large-Scale Multimedia Collections with Interactive Relevance Feedback | ICMR '11: Proceedings of the 1st ACM International Conference on Multimedia Retrieval | | | 2011 | 714 | 2 |
|
| Effective multimodal information fusion by structure learning | Proceedings of the 14th International Conference on Information Fusion (FUSION), 2011 | | | 2011 | 530 | 0 |
|
| Query log simulation for long-term learning in image retrieval | 9th International Workshop on Content-Based Multimedia Indexing (CBMI) | | | 2011 | 609 | 0 |
|
| TagCaptcha: Annotating images with CAPTCHAs | MM '10: Proceedings of the international conference on Multimedia | | | 2010 | 655 | 1,141 |
|
| Interactive Representations of Multimodal Databases | Multi-modal signal processing: methods and techniques to build multimodal interactive systems | | | 2010 | 558 | 0 |
|
| High-dimensional multimodal distribution embedding | 2010 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) | | | 2010 | 615 | 0 |
|
| Collection guiding: review of the main strategies fro multimedia collection browsing | | | | 2009 | 548 | 266 |
|
| Optimizing Strategies for the Exploration of Social-Networks and Associated Data Collections | Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'09) | | | 2009 | 576 | 0 |
|
| Multimodal Preference Aggregation for Multimedia Information Retrieval | Journal of multimedia | | | 2009 | 648 | 465 |
|
| Multiview clustering : a late fusion approach using latent models | SIGIR '09 Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval | | | 2009 | 605 | 0 |
|
| TagCaptcha : annotating images with CAPTCHAs | Proceedings of the ACM SIGKDD Workshop on Human Computation, HCOMP '09 | | | 2009 | 649 | 0 |
|
| Can feature information interaction help for information fusion in multimedia problems? | Multimedia tools and applications | | | 2009 | 601 | 390 |
|
| Distance Transformation for Effective Dimension Reduction of High-Dimensional Data | First International Workshop on Topological Learning | | | 2009 | 550 | 347 |
|
| Unsupervised Discriminant Embedding in Cluster Spaces | International Conference on Knowledge Discovery and Information Retrieval (KDIR'09) | | | 2009 | 535 | 411 |
|
| Modelling long-term relevance feedback | Proceedings of the ECIR Workshop on Information Retrieval over Social Networks | | | 2009 | 503 | 170 |
|
| Unsupervised dimension reduction of high-dimensional data for cluster preservation | | | | 2008 | 535 | 0 |
|
| Design of multimodal dissimilarity spaces for retrieval of multimedia documents | IEEE transactions on pattern analysis and machine intelligence | | | 2008 | 573 | 12 |
|
| Exploiting Synergistic and Redundant Features for Multimedia Document Classification | 32nd Annual Conference of the German Classification Society - Advances in Data Analysis, Data Handling and Business Intelligence (GfKl 2008) | | | 2008 | 522 | 186 |
|
| Spatially-consistent partial matching for intra- and inter-image prototype selection | Signal processing. Image communication | | | 2008 | 534 | 0 |
|
| Semantic clustering of images using patterns of relevance feedback | 6th International Workshop on Content-based Multimedia Indexing (CBMI08) | | | 2008 | 601 | 0 |
|
| Can Feature Information Interaction help for Information Fusion in Multimedia Problems? | First International Workshop on Metadata Mining for Image Understanding | | | 2008 | 580 | 225 |
|
| Information Fusion in Multimedia Information Retrieval | Proceedings of 5th international Workshop on Adaptive Multimedia Retrieval (AMR) | | | 2007 | 554 | 648 |
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| Adaptive Multimedia Retrieval: User, Context and Feedback | | | | 2007 | 672 | 717 |
|
| Combining Multimodal Preferences for Multimedia Information Retrieval | Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2007 | | | 2007 | 526 | 495 |
|
| Automatic image annotation with relevance feedback and latent semantic analysis | 5th International Workshop on Adaptive Multimedia Retrieval, AMR 2007 | | | 2007 | 598 | 0 |
|
| Clustered multidimensional scaling for exploration in information retrieval | 1st International Conference on the Theory of Information Retrieval (ICTIR'07) | | | 2007 | 483 | 181 |
|
| Hierarchical long-term learning for automatic image annotation | 2nd International Conference on Semantic and Digital Media Technologies, SAMT 2007 : proceedings | | | 2007 | 587 | 0 |
|
| Asymmetric Learning and Dissimilarity Spaces for Content-based Retrieval | Image and Video Retrieval : 5th International Conference, CIVR 2006. Proceedings | | | 2006 | 589 | 369 |
|
| Handling Temporal Heterogeneous Data for Content-Based Management of Large Video Collections | Multimedia tools and applications | | | 2006 | 584 | 309 |
|
| Performance evaluation of a contextual news story segmentation algorithm | Proc. SPIE Vol. 6073, 60730X, Multimedia Content Analysis, Management, and Retrieval | | | 2006 | 469 | 0 |
|
| Dual diffusion model of spreading activation for content-based image retrieval | Proceedings of the 8th ACM international workshop on Multimedia information retrieval, MIR '06 8th | | | 2006 | 593 | 0 |
|
| Visual object categorization with indefinite kernels in discriminant analysis framework | Proceedings of SPIE Photonics West, Electronic Imaging 2006, Multimedia Content Analysis, Management, and Retrieval 2006 (EI122) | | | 2006 | 501 | 0 |
|
| Information-theoretic temporal segmentation of videos and applications : multiscale keyframe selection and transition detection | Multimedia tools and applications | | | 2006 | 491 | 336 |
|
| Learning User Queries in Multimodal Dissimilarity Spaces | Adaptive Multimedia Retrieval: User, Context, and Feedback : 3rd International Workshop, AMR 2005. Revised Selected Papers | | | 2005 | 623 | 389 |
|
| Large Margin Multiple Hyperplane Classification for Content-based Multimedia Retrieval | Proceedings of the 1st Workshop on Machine Learning Techniques for Processing Multimedia Content, MLMM'05 | | | 2005 | 409 | 0 |
|
| Interactive Partial Matching of Video Sequences in Large Collections | IEEE International Conference on Image Processing (ICIP'05) | | | 2005 | 503 | 0 |
|
| Countering the false positive projection effect in nonlinear asymmetric classification | 29th annual conference of the Gesellschaft fr Klassifikation | | | 2005 | 492 | 0 |
|
| An Integrating Framework for the Management of Video Collections | Proceedings of the 2004 First Workshop on Machine Learning and Multimodal Interaction, MLMI'04 | | | 2005 | 437 | 262 |
|
| Knowledge-based detection of events in video streams from salient regions of activity | Pattern analysis and applications | | | 2005 | 584 | 410 |
|
| Collection Guiding: A new framework for handling large multimedia collections | Proceedings of the First Workshop on Audio-visual Content And Information Visualization In Digital Librairies, AVIVDiLib05 | | | 2005 | 497 | 0 |
|
| Semantic segmentation of video collections using boosted random fields | Proceedings of the 2005 second Workshop on Machine Learning and Multimodal Interaction, MLMI'05 | | | 2005 | 495 | 137 |
|
| Interactive Video Retrieval based on Multimodal Dissimilarity Representation | Proceedings of the Machine Learning Techniques for Processing Multimedia Content- ICML workshop, MLMM'05 | | | 2005 | 377 | 161 |
|
| A contextual model for semantic video structuring | Proceedings of the 13th European Signal Processing Conference, EUSIPCO 2005 | | | 2005 | 488 | 192 |
|
| Countering the false positive projection effect in nonlinear asymmetric classification | The IEEE Symposium on Signal Processing and Information Technology (ISSPIT'05) | | | 2005 | 449 | 0 |
|
| Interactive Retrieval of Video Sequences from Local Feature Dynamics | Proceedings of the 3rd International Workshop on Adaptive Multimedia Retrieval, AMR'05 | | | 2005 | 371 | 0 |
|
| Towards Meeting Information Systems: Meeting Knowledge Management | ICEIS 2004 - 6th International Conference on Enterprise Information Systems | | | 2004 | 772 | 560 |
|
| Visual object categorization using distance-based discriminant analysis | Proceedings of the 4th International Workshop on Multimedia Data and Document Engineering | | | 2004 | 565 | 469 |
|
| Hierarchical Ensemble Learning For Multimedia Categorization And Autoannotation | Proceedings of the 2004 IEEE Signal Processing Society Workshop (MLSP 2004) | | | 2004 | 476 | 296 |
|
| Unsupervised Event Discrimination Based on Nonlinear Temporal Modelling of Activity | Pattern analysis and applications | | | 2004 | 488 | 0 |
|
| Managing Video at Large | Proceedings of the ACM SIGMOD Workshop on Computer Vision meets Databases | | | 2004 | 472 | 0 |
|
| Iterative majorization approach to the distance-based discriminant analysis | Proceedings of the 28th Annual Conference of the GfKl 2004 | | | 2004 | 542 | 0 |
|
| Evaluation of distance-based discriminant analysis and its kernelized extension in visual object recognition | Proceedings of the 7th International on signal/image processing and pattern recognition (UkrObraz 2004) | | | 2004 | 421 | 0 |
|
| Benchmarking Image Retrieval Applications | Proceedings of the 7th Internatinoal Conference on VISual Information Systems (VIS'2004) | | | 2004 | 485 | 0 |
|
| Multimedia autoannotation via hierarchical semantic ensembles | Proceedings of the Int. Workshop on Learning for Adaptable Visual Systems (LAVS 2004) | | | 2004 | 459 | 0 |
|
| Video Content Representation as Salient Regions of Activity | Proceedings of the International Conference on Image and Video Retrieval | | | 2004 | 505 | 0 |
|
| OWL-based reasoning with retractable inference | Proceedings of RIAO 2004, Conference on coupling approaches, coupling media and coupling languages for information retrieval | | | 2004 | 452 | 0 |
|
| DEVA: an extensible ontology-based annotation model for visual document collections | Proceedings of SPIE Photonics West, Electronic Imaging 2002, Internet Imaging IV | | | 2003 | 514 | 0 |
|
| The Semantic Web Knowledge Base (SWKB), an OWL reasoning tool with retractable inference | | | | 2003 | 508 | 0 |
|
| A Framework for Benchmarking in CBIR | Multimedia tools and applications | | | 2003 | 651 | 0 |
|
| Extension to the Multimedia Retrieval Markup Language: A communication protocol for content-based image retrieval | Proceedings of the 3rd International Workshop on Content-Based Multimedia Indexing, CBMI'03 | | | 2003 | 495 | 0 |
|
| Nonlinear Temporal Modeling for Motion-based Video Overviewing | Proceedings of the 3rd International Workshop on Content-Based Multimedia Indexing, CBMI'03 | | | 2003 | 506 | 115 |
|
| Meeting Record Modelling for Enhanced Browsing | | | | 2003 | 447 | 0 |
|
| Overview of approaches to semantic augmentation of multimedia databases for efficient access and content retrieval | Proceedings of the 1st International Workshop on Adaptive Multimedia Retrieval (AMR 2003) | | | 2003 | 640 | 0 |
|
| Collection guiding | | | | 2003 | 466 | 0 |
|
| MRML: Steps towards version 2 | | | | 2003 | 465 | 0 |
|
| Information-Theoretic Framework for The Joint Temporal Partionning and Representation of Video Data | Proceedings of the 3rd International Workshop on Content-Based Multimedia Indexing, CBMI'03 | | | 2003 | 438 | 168 |
|
| Prédiction Temporelle de Descripteurs Visuels pour la Mesure de Similarité entre Vidéos | 19e Colloque sur le traitement du signal et des images, 2003 (GRETSI'03) | | | 2003 | 504 | 137 |
|
| A flexible framework for the development of XML protocols: Applications to MRML | | | | 2003 | 548 | 0 |
|
| Flexible Image Decomposition for Multimedia Indexing and Retrieval | Proceedings of SPIE Photonics West, Electronic Imaging 2002, Internet Imaging III | | | 2002 | 569 | 0 |
|
| The Truth About Corel - Evaluation in Image Retrieval | Proceedings of The Challenge of Image and Video Retrieval (CIVR2002) | | | 2002 | 586 | 0 |
|
| Construction of a Formal Multimedia Benchmark | Proceedings of the 11th European Signal Processing Conference, EUSIPCO 2002 | | | 2002 | 416 | 0 |
|
| A Dynamic Multimedia Annotation Tool | Proccedings of SPIE Photonics West, Electronic Imaging 2002, Internet Imaging III | | | 2002 | 529 | 0 |
|
| Design and Evaluation of a Content-based Image Retrieval System | Design and Management of Multimedia Information Systems: Opportunities and Challenges | | | 2001 | 561 | 0 |
|
| Automated benchmarking in content-based image retrieval | | | | 2001 | 662 | 519 |
|
| Performance Evaluation in Content-Based Image Retrieval | Multimedia Content-Based Indexing and Retrieval (MMCBIR 2001) | | | 2001 | 540 | 0 |
|
| Second generation benchmarking and application oriented evaluation | Information Hiding : 4th international workshop, IH 2001, Pittsburgh, PA, USA, April 25-27, 2001 : proceedings | | | 2001 | 580 | 935 |
|
| A Web-Based Evaluation System for Content-Based Image Retrieval | Proceedings of the ACM Multimedia Workshop on Multimedia Information Retrieval (ACM MIR 2001) | | | 2001 | 497 | 0 |
|
| Evaluating Image Browsers Using Structured Annotation | Journal of the American Society for Information Science and Technology | | | 2001 | 696 | 0 |
|
| Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals | Pattern recognition letters | | | 2001 | 890 | 0 |
|
| Automated Benchmarking in Content-based Image Retrieval | Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, ICME2001 | | | 2001 | 631 | 0 |
|
| The Reality of Content-based Image Retrieval | Proceeding of the meeting Suchbilder | | | 2001 | 494 | 0 |
|
| An Open Framework for Distributed Multimedia Retrieval | | | | 2000 | 543 | 135 |
|
| MRML: a Communication Protocol for Content-Based Image Retrieval | | | | 2000 | 529 | 321 |
|
| Strategies for positive and negative relevance feedback in image retrieval | Proceedings of the International Conference on Pattern Recognition (ICPR'2000) | | | 2000 | 572 | 657 |
|
| MRML: An extensible communication protocol for interoperability and benchmarking of multimedia information retrieval systems | Information Technologies 2000 | | | 2000 | 580 | 0 |
|
| An Open Framework for Distributed Multimedia Retrieval | Recherche d'Informations Assistée par Ordinateur (RIAO'2000) Computer-Assisted Information Retrieval | | | 2000 | 579 | 333 |
|
| MRML: A Communication Protocol for Content-Based Image Retrieval | International Conference on Visual Information Systems (Visual 2000) | | | 2000 | 596 | 406 |
|
| Strategies for positive and negative relevance feedback in image retrieval | | | | 2000 | 589 | 1,061 |
|
| Long-Term Learning from User Behavior in Content-Based Image Retrieval | | | | 2000 | 499 | 182 |
|
| MRML: A communication protocol for content-based multimedia retrieval | Proposal, ISO/IEC JTC1/SC29/WG11, MPEG00/M6099, Int. Organiz. for Standardization, Coding of Moving Pictures and Associated Audio | | | 2000 | 454 | 0 |
|
| MRML: An Extensible Communication Protocol for Interoperability and Benchmarking of Multimedia Information Retrieval Systems | SPIE Photonics East - Voice, Video, and Data Communications | | | 2000 | 707 | 496 |
|
| Towards a fair benchmark for image browsers | SPIE Photonics East, Voice, Video, and Data Communications | | | 2000 | 538 | 292 |
|
| Content-Based Video Retrieval: an Overview | | | | 2000 | 585 | 197 |
|
| Learning features weights from user behavior in Content-Based Image Retrieval | ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Workshop on Multimedia Data Mining MDM/KDD2000) | | | 2000 | 506 | 162 |
|
| Lernen von Merkmalsgewichtungen beim inhaltsbasierten Suchen in grossen Bilddatenbanken (Content-based image retrieval) | Proceedings of the Fachwissenschaftlicher Informatik-Kongress | | | 2000 | 469 | 133 |
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