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        BOOKTITLE = "ICPR-Contests10",
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        AUTHOR = "Koskela, J.M. and Laaksonen, J.T.",
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        AUTHOR = "Koskela, J.M. and Laaksonen, J.T. and Oja, E.",
        TITLE = "Use of Image Subset Features in Image Retrieval with Self-Organizing
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        AUTHOR = "Koskela, J.M. and Laaksonen, J.T. and Oja, E.",
        TITLE = "Entropy-based measures for clustering and SOM topology preservation
applied to content-based image indexing and retrieval",
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        AUTHOR = "Koskela, J.M. and Laaksonen, J.T. and Oja, E.",
        TITLE = "Using MPEG-7 Descriptors in Image Retrieval with Self-Organizing Maps",
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        AUTHOR = "Sjoberg, M. and Laaksonen, J.T. and Viitaniemi, V.",
        TITLE = "Using Image Segments in PicSOM CBIR System",
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        AUTHOR = "Laaksonen, J.T. and Koskela, J.M. and Laakso, S. and Oja, E.",
        TITLE = "Self-Organising Maps as a Relevance Feedback Technique in Content-Based
Image Retrieval",
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        AUTHOR = "Sjoberg, M. and Koskela, J.M. and Ishikawa, S. and Laaksonen, J.",
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        AUTHOR = "Koskela, J.M. and Sjoberg, M. and Laaksonen, J.T.",
        TITLE = "Improving Automatic Video Retrieval with Semantic Concept Detection",
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        AUTHOR = "Zhou, X.D. and Wang, M. and Zhang, Q. and Zhang, J.Q. and Shi, B.",
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        AUTHOR = "Zhou, X.D. and Chen, L. and Ye, J.Y. and Zhang, Q. and Shi, B.",
        TITLE = "Automatic Image Semantic Annotation Based on Image-Keyword Document
Model",
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@article{bb247224,
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        TITLE = "Relevance feedback in content-based image retrieval system by selective
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@article{bb247225,
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        AUTHOR = "Kherfi, M.L. and Ziou, D. and Bernardi, A.",
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@inproceedings{bb247227,
        AUTHOR = "Kherfi, M.L. and Brahmi, D. and Ziou, D.",
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@inproceedings{bb247228,
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        BOOKTITLE = CRV04,
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@article{bb247229,
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        MONTH = "March",
        PAGES = "35-67",
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@article{bb247230,
        AUTHOR = "Kherfi, M.L. and Ziou, D.",
        TITLE = "Image Collection Organization and Its Application to Indexing,
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        NUMBER = "4",
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@article{bb247231,
        AUTHOR = "Kherfi, M.L. and Ziou, D.",
        TITLE = "Relevance feedback for CBIR: a new approach based on probabilistic
feature weighting with positive and negative examples",
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        AUTHOR = "Kherfi, M.L. and Ziou, D.",
        TITLE = "Image retrieval based on feature weighting and relevance feedback",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
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@article{bb247233,
        AUTHOR = "Muller, H. and Pun, T. and Squire, D.M.",
        TITLE = "Learning from User Behavior in Image Retrieval:
Application of Market Basket Analysis",
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        NUMBER = "1-2",
        MONTH = "January",
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@article{bb247234,
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@inproceedings{bb247235,
        AUTHOR = "Giacinto, G. and Roli, F.",
        TITLE = "Nearest-prototype relevance feedback for content based image retrieval",
        BOOKTITLE = ICPR04,
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@inproceedings{bb247236,
        AUTHOR = "Giacinto, G.",
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@inproceedings{bb247237,
        AUTHOR = "Giacinto, G. and Roli, F. and Fumera, G.",
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@article{bb247238,
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        TITLE = "Population-Based Incremental Interactive Concept Learning for Image
Retrieval by Stochastic String Segmentations",
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@article{bb247239,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "Active Concept Learning in Image Databases",
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        NUMBER = "3",
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@inproceedings{bb247240,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "On Labeling Noise and Outliers for Robust Concept Learning for Image
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        BOOKTITLE = LCV04,
        YEAR = "2004",
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@inproceedings{bb247241,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "Active concept learning for image retrieval in dynamic databases",
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@inproceedings{bb247242,
        AUTHOR = "Dong, A. and Bhanu, B.",
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        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@inproceedings{bb247243,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "A new semi-supervised EM algorithm for image retrieval",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
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@inproceedings{bb247244,
        AUTHOR = "Bhanu, B. and Dong, A.",
        TITLE = "Exploitation of Meta Knowledge for Learning Visual Concepts",
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        YEAR = "2001",
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@inproceedings{bb247245,
        AUTHOR = "Dong, A. and Bhanu, B. and Lin, Y.Q.",
        TITLE = "Evolutionary Feature Synthesis for Image Databases",
        BOOKTITLE = WACV05,
        YEAR = "2005",
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@article{bb247246,
        AUTHOR = "Yin, P.Y. and Bhanu, B. and Chang, K.C. and Dong, A.",
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Reinforcement Learning",
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@inproceedings{bb247247,
        AUTHOR = "Yin, P.Y. and Bhanu, B. and Chang, K.C. and Dong, A.",
        TITLE = "Reinforcement learning for combining relevance feedback techniques",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
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@inproceedings{bb247248,
        AUTHOR = "Yin, P.Y. and Bhanu, B. and Chang, K.C. and Dong, A.",
        TITLE = "Improving retrieval performance by long-term relevance information",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 533-536",
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@article{bb247249,
        AUTHOR = "Yin, P.Y. and Li, S.H.",
        TITLE = "Content-based image retrieval using association rule mining with soft
relevance feedback",
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        NUMBER = "5",
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@article{bb247250,
        AUTHOR = "Chen, Y.X. and Wang, J.Z. and Krovetz, R.",
        TITLE = "CLUE: cluster-based retrieval of images by unsupervised learning",
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@article{bb247251,
        AUTHOR = "Jiang, W. and Er, G.H. and Dai, Q.H. and Gu, J.W.",
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@inproceedings{bb247252,
        AUTHOR = "Jiang, W. and Er, G.H. and Dai, Q.H.",
        TITLE = "Multi-layer semantic representation learning for image retrieval",
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        YEAR = "2004",
        PAGES = "IV: 2215-2218",
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@article{bb247253,
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@inproceedings{bb247254,
        AUTHOR = "He, X.F. and Cai, D.",
        TITLE = "Active subspace learning",
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@article{bb247255,
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An Active Learning Selection Strategy for Large Database Annotation",
        JOURNAL = VISP,
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@article{bb247256,
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        TITLE = "Relevance feedback using generalized Bayesian framework with
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@inproceedings{bb247257,
        AUTHOR = "Li, C.Y. and Hsu, C.T.",
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@article{bb247258,
        AUTHOR = "Li, C.Y. and Hsu, C.T.",
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@inproceedings{bb247259,
        AUTHOR = "Hsu, C.T. and Li, C.Y.",
        TITLE = "Image Retrieval With Relevance Feedback Based on Graph-Theoretic Region
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@inproceedings{bb247260,
        AUTHOR = "Chiou, W.C. and Hsu, C.T.",
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@article{bb247261,
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