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        TITLE = "Understanding Deep Representations Learned in Modeling Users Likes",
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        TITLE = "Deep Representations to Model User 'Likes'",
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        YEAR = "2014",
        PAGES = "I: 3-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT239110"}

@article{bb244203,
        AUTHOR = "Guntuku, S.C. and Zhou, J.T.Y. and Roy, S. and Lin, W.S. and Tsang, I.W.",
        TITLE = "'Who Likes What and, Why?' Insights into Modeling Users' Personality
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@article{bb244204,
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        TITLE = "Automatic image annotation based on Gaussian mixture model
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        AUTHOR = "Tian, D.P. and Zhang, W.B. and Zhao, X.F. and Shi, Z.Z.",
        TITLE = "Employing PLSA model and max-bisection for refining image annotation",
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        YEAR = "2013",
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@article{bb244206,
        AUTHOR = "Pang, S. and Ma, J. and Zhu, J. and Xue, J. and Tian, Q.",
        TITLE = "Improving Object Retrieval Quality by Integration of Similarity
Propagation and Query Expansion",
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        YEAR = "2019",
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@article{bb244207,
        AUTHOR = "Sun, Z.R. and Yao, Y.Z. and Xiao, J. and Zhang, L. and Zhang, J. and Tang, Z.M.",
        TITLE = "Exploiting textual queries for dynamically visual disambiguation",
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@inproceedings{bb244208,
        AUTHOR = "Roads, B.D. and Love, B.C.",
        TITLE = "Enriching ImageNet with Human Similarity Judgments and Psychological
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@inproceedings{bb244209,
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@inproceedings{bb244213,
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@inproceedings{bb244218,
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        YEAR = "2013",
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@inproceedings{bb244221,
        AUTHOR = "Lan, T. and Yang, W.L. and Wang, Y. and Mori, G.",
        TITLE = "Image Retrieval with Structured Object Queries Using Latent Ranking SVM",
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        YEAR = "2012",
        PAGES = "VI: 129-142",
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@inproceedings{bb244222,
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        TITLE = "Explicit Performance Metric Optimization for Fusion-Based Video
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        YEAR = "2012",
        PAGES = "III: 395-405",
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@inproceedings{bb244223,
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        TITLE = "Discovering localized attributes for fine-grained recognition",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
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@inproceedings{bb244224,
        AUTHOR = "Li, W. and Duan, L.X. and Xu, D. and Tsang, I.W.H.",
        TITLE = "Text-based image retrieval using progressive multi-instance learning",
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        YEAR = "2011",
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@inproceedings{bb244225,
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        TITLE = "Folkioneer: Efficient Browsing of Community Geotagged Images on a
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        YEAR = "2014",
        PAGES = "II: 361-364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT239133"}

@inproceedings{bb244226,
        AUTHOR = "Vilsmaier, C. and Karp, R. and Doller, M. and Kosch, H. and Brunie, L.",
        TITLE = "Towards Automatic Detection of CBIRs Configuration",
        BOOKTITLE = MMMod12,
        YEAR = "2012",
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@inproceedings{bb244227,
        AUTHOR = "Lu, Z. and Yang, X.K. and Lin, W.Y. and Chen, X.L. and Zha, H.Y.",
        TITLE = "Inferring user image-search goals by mining query logs with
semi-supervised spectral clustering",
        BOOKTITLE = VCIP12,
        YEAR = "2012",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT239135"}

@inproceedings{bb244228,
        AUTHOR = "Lu, Z. and Yang, X.K. and Lin, W.Y. and Chen, X.L. and Zha, H.Y.",
        TITLE = "Inferring users' image-search goals with pseudo-images",
        BOOKTITLE = VCIP11,
        YEAR = "2011",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT239136"}

@inproceedings{bb244229,
        AUTHOR = "Saini, M. and Sharma, D.",
        TITLE = "Tuning topical queries for effective information retrieval",
        BOOKTITLE = ICIIP11,
        YEAR = "2011",
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@inproceedings{bb244230,
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        YEAR = "2010",
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@inproceedings{bb244231,
        AUTHOR = "Pasupa, K. and Saunders, C.J. and Szedmak, S. and Klami, A. and Kaski, S. and Gunn, S.R.",
        TITLE = "Learning to rank images from eye movements",
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        YEAR = "2009",
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@inproceedings{bb244232,
        AUTHOR = "Matyas, C. and Schlieder, C.",
        TITLE = "A Spatial User Similarity Measure for Geographic Recommender Systems",
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        YEAR = "2009",
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@inproceedings{bb244233,
        AUTHOR = "Rastegari, M. and Fang, C. and Torresani, L.",
        TITLE = "Scalable object-class retrieval with approximate and top-k ranking",
        BOOKTITLE = ICCV11,
        YEAR = "2011",
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@inproceedings{bb244234,
        AUTHOR = "Torresani, L. and Szummer, M. and Fitzgibbon, A.",
        TITLE = "Efficient Object Category Recognition Using Classemes",
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        YEAR = "2010",
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@inproceedings{bb244235,
        AUTHOR = "Torresani, L. and Szummer, M. and Fitzgibbon, A.",
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        BOOKTITLE = CVPR09,
        YEAR = "2009",
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@inproceedings{bb244236,
        AUTHOR = "Chechik, G. and Sharma, V. and Shalit, U. and Bengio, S.",
        TITLE = "Large Scale Online Learning of Image Similarity through Ranking",
        BOOKTITLE = IbPRIA09,
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@inproceedings{bb244237,
        AUTHOR = "Cheng, H. and Hua, K.A. and Vu, K.",
        TITLE = "Leveraging user query log: toward improving image data clustering",
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@inproceedings{bb244238,
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Paired Feature Learning",
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@inproceedings{bb244239,
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        TITLE = "Extending KDDML with a Visual Metaphor for the KDD Process",
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@inproceedings{bb244240,
        AUTHOR = "Cheng, L. and Vishwanathan, S.V.N. and Zhang, X.H.",
        TITLE = "Consistent image analogies using semi-supervised learning",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
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@inproceedings{bb244241,
        AUTHOR = "Sivic, J. and Russell, B.C. and Zisserman, A. and Freeman, W.T. and Efros, A.A.",
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@inproceedings{bb244242,
        AUTHOR = "Holub, A.D. and Moreels, P. and Perona, P.",
        TITLE = "Unsupervised clustering for google searches of celebrity images",
        BOOKTITLE = FG08,
        YEAR = "2008",
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@inproceedings{bb244243,
        AUTHOR = "Moh, Y. and Einhauser, W. and Buhmann, J.M.",
        TITLE = "Automatic Detection of Learnability under Unreliable and Sparse User
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        BOOKTITLE = DAGM08,
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@inproceedings{bb244244,
        AUTHOR = "Sendhilkumar, S. and Geetha, T.V.",
        TITLE = "User's Search Behavior Graph for Aiding Personalized Web Search",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
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@inproceedings{bb244245,
        AUTHOR = "Mahalakshmi, G.S. and Sendhilkumar, S. and Karthik, P.",
        TITLE = "Automatic Reference Tracking with On-Demand Relevance Filtering Based
on User's Interest",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "349-356",
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@inproceedings{bb244246,
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        TITLE = "Semi-supervised Learning for Image Annotation Based on Conditional
Random Fields",
        BOOKTITLE = CIVR06,
        YEAR = "2006",
        PAGES = "463-472",
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@inproceedings{bb244247,
        AUTHOR = "Doloc Mihu, A. and Raghavan, V.V.",
        TITLE = "Using Score Distribution Models to Select the Kernel Type for a
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        BOOKTITLE = CIVR06,
        YEAR = "2006",
        PAGES = "443-452",
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@inproceedings{bb244248,
        AUTHOR = "Rao, Y. and Mundur, P. and Yesha, Y.",
        TITLE = "Fuzzy SVM Ensembles for Relevance Feedback in Image Retrieval",
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        YEAR = "2006",
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@inproceedings{bb244249,
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        TITLE = "Effect of Finite Sample Size in Content-Based Image Retrieval",
        BOOKTITLE = AVSBS06,
        YEAR = "2006",
        PAGES = "96-96",
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@inproceedings{bb244250,
        AUTHOR = "Das, G. and Ray, S. and Wilson, C.",
        TITLE = "Feature Re-weighting in Content-Based Image Retrieval",
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        YEAR = "2006",
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@inproceedings{bb244251,
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@inproceedings{bb244252,
        AUTHOR = "Shan, Y. and Han, F. and Sawhney, H.S. and Kumar, R.",
        TITLE = "Learning Exemplar-Based Categorization for the Detection of Multi-View
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        YEAR = "2006",
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@inproceedings{bb244253,
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        TITLE = "Heuristic Pre-clustering Relevance Feedback in Region-Based Image
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@inproceedings{bb244255,
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@inproceedings{bb244256,
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@inproceedings{bb244257,
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@inproceedings{bb244258,
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@inproceedings{bb244259,
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@inproceedings{bb244260,
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@inproceedings{bb244261,
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@inproceedings{bb244262,
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@inproceedings{bb244263,
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@inproceedings{bb244267,
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@inproceedings{bb244269,
        AUTHOR = "Najjar, M. and Ambroise, C. and Cocquerez, J.P.",
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        YEAR = "2003",
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@inproceedings{bb244270,
        AUTHOR = "Chiu, C.Y. and Lin, H.C. and Yang, S.N.",
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        YEAR = "2002",
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@inproceedings{bb244271,
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        TITLE = "A feature re-weighting approach for relevance feedback in image
retrieval",
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        YEAR = "2002",
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@inproceedings{bb244272,
        AUTHOR = "Chang, Y.J. and Kamataki, K. and Chen, T.H.",
        TITLE = "Mean shift feature space warping for relevance feedback",
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        YEAR = "2009",
        PAGES = "1849-1852",
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@inproceedings{bb244273,
        AUTHOR = "Bang, H.Y. and Chen, T.H.",
        TITLE = "Feature space warping: an approach to relevance feedback",
        BOOKTITLE = ICIP02,
        YEAR = "2002",
        PAGES = "I: 968-971",
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@inproceedings{bb244274,
        AUTHOR = "Carkacioglu, A. and Vural, F.Y.",
        TITLE = "Learning similarity space",
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        YEAR = "2002",
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@inproceedings{bb244275,
        AUTHOR = "Jones, B.C. and Wilkes, D.M.",
        TITLE = "A New Analysis Framework for Relevance Feedback-Driven Similarity
Measure Refinement in Content-Based Image Retrieval",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
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@inproceedings{bb244276,
        AUTHOR = "Yoon, J. and Jayant, N.",
        TITLE = "Relevance Feedback for Semantics Based Image Retrieval",
        BOOKTITLE = ICIP01,
        YEAR = "2001",
        PAGES = "I: 42-45",
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@inproceedings{bb244277,
        AUTHOR = "Peng, J.",
        TITLE = "A Multi-class Relevance Feedback Approach to Image Retrieval",
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        YEAR = "2001",
        PAGES = "I: 46-49",
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@inproceedings{bb244278,
        AUTHOR = "Zhang, L. and Lin, F. and Zhang, B.",
        TITLE = "Support Vector Machine Learning for Image Retrieval",
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@inproceedings{bb244279,
        AUTHOR = "Muller, H. and Muller, W. and Marchand Maillet, S. and Pun, T.",
        TITLE = "Strategies for Positive and Negative Relevance Feedback in Image
Retrieval",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol I: 1043-1046",
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        TITLE = "Relevance Feedback for Content-Based Retrieval Based on
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        BOOKTITLE = ICME00,
        YEAR = "2000",
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@inproceedings{bb244281,
        AUTHOR = "Oh, S.W. and Chung, M.G. and Sull, S.H.",
        TITLE = "Relevance Feedback Reinforced with Semantics Accumulation",
        BOOKTITLE = CIVR04,
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        TITLE = "A Weighted Distance Approach to Relevance Feedback",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol IV: 812-815",
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@inproceedings{bb244284,
        AUTHOR = "Otsuka, K. and Horikoshi, T. and Suzuki, S. and Kojima, H.",
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similar image sequences",
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@article{bb244285,
        AUTHOR = "Jing, F. and Li, M.J. and Zhang, H.J. and Zhang, B.",
        TITLE = "Relevance Feedback in Region-Based Image Retrieval",
        JOURNAL = CirSysVideo,
        VOLUME = "14",
        YEAR = "2004",
        NUMBER = "5",
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        PAGES = "672-681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat804tu1.html#TT239193"}

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        AUTHOR = "Jing, F. and Li, M.J. and Zhang, H.J. and Zhang, B.",
        TITLE = "Relevance Feedback for Keyword and Visual Feature-Based Image Retrieval",
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@inproceedings{bb244287,
        AUTHOR = "Liu, W.Y. and Zhang, H.J. and Lu, Y.",
        TITLE = "Image retrieval systems and methods with semantic and
feature based relevance feedback",
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        YEAR = "2006",
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        AUTHOR = "Qin, T. and Zhang, X.D. and Liu, T.Y. and Wang, D.S. and Ma, W.Y. and Zhang, H.J.",
        TITLE = "An active feedback framework for image retrieval",
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        NUMBER = "5",
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@article{bb244289,
        AUTHOR = "Liu, D. and Wang, M. and Hua, X.S. and Zhang, H.J.",
        TITLE = "Semi-Automatic Tagging of Photo Albums via Exemplar Selection and Tag
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        JOURNAL = MultMed,
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        YEAR = "2011",
        NUMBER = "1",
        PAGES = "82-91",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat804tu1.html#TT239197"}

@article{bb244290,
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        TITLE = "Image Retagging Using Collaborative Tag Propagation",
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        NUMBER = "1",
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        PAGES = "39-48",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat804tu1.html#TT239199"}

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        AUTHOR = "Jing, F. and Zhang, B. and Li, M.J. and Zhang, H.J. and Zhang, J.W.",
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@inproceedings{bb244296,
        AUTHOR = "Wang, C.H. and Song, Z. and Yan, S.C. and Zhang, L. and Zhang, H.J.",
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@inproceedings{bb244297,
        AUTHOR = "Wang, C.H. and Yan, S.C. and Zhang, L. and Zhang, H.J.",
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@inproceedings{bb244298,
        AUTHOR = "Wang, C.H. and Zhang, L. and Zhang, H.J.",
        TITLE = "Scalable Markov model-based image annotation",
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@article{bb244299,
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        TITLE = "Relevance feedback in content-based image retrieval:
Bayesian framework, feature subspaces, and progressive learning",
        JOURNAL = IP,
        VOLUME = "12",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "924-937",
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