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@inproceedings{bb106353,
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@book{bb106360,
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@article{bb106363,
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drift",
        JOURNAL = PRL,
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@article{bb106364,
        AUTHOR = "Hand, D.J. and Tasoulis, D.K. and Adams, N.M. and Ross, G.J.",
        TITLE = "Exponentially weighted moving average charts for detecting concept
drift",
        JOURNAL = PRL,
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@article{bb106365,
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        TITLE = "Consistency of functional learning methods based on derivatives",
        JOURNAL = PRL,
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@article{bb106366,
        AUTHOR = "Xu, H. and Caramanis, C. and Mannor, S.",
        TITLE = "Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem",
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@inproceedings{bb106367,
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        TITLE = "CFAR fusion: A replacement for the generalized likelihood ratio test
for Neyman-Pearson problems",
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@article{bb106368,
        AUTHOR = "Wei, L.S. and Sang, N. and Wang, Y.H.",
        TITLE = "A biologically inspired object-based visual attention model",
        JOURNAL = AIR,
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@inproceedings{bb106369,
        AUTHOR = "Sang, N. and Wei, L.S. and Wang, Y.H.",
        TITLE = "A Biologically-Inspired Top-Down Learning Model Based on Visual
Attention",
        BOOKTITLE = ICPR10,
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@article{bb106370,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
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recognition",
        JOURNAL = PR,
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@inproceedings{bb106371,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Dynamic batch mode active learning",
        BOOKTITLE = CVPR11,
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@inproceedings{bb106372,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Learning from summaries of videos:
Applying batch mode active learning to face-based biometrics",
        BOOKTITLE = Biometrics10,
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@inproceedings{bb106373,
        AUTHOR = "Balasubramanian, V. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Generalized Query by Transduction for online active learning",
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@article{bb106374,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Sun, Q. and Panchanathan, S. and Ye, J.",
        TITLE = "Active Batch Selection via Convex Relaxations with Guaranteed
Solution Bounds",
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@inproceedings{bb106375,
        AUTHOR = "Chakraborty, S.",
        TITLE = "Distributed Active Learning for Image Recognition",
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@article{bb106376,
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        TITLE = "Hierarchical spatiotemporal feature extraction using recurrent online
clustering",
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@article{bb106377,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Orhan, U. and Erdogmus, D.",
        TITLE = "Manifold learning by preserving distance orders",
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@article{bb106378,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Erdogmus, D.",
        TITLE = "Minor Surfaces are Boundaries of Mode-Based Clusters",
        JOURNAL = SPLetters,
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@article{bb106379,
        AUTHOR = "Ji, N.N. and Zhang, J.S. and Zhang, C.X.",
        TITLE = "A sparse-response deep belief network based on rate distortion theory",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102809"}

@inproceedings{bb106381,
        AUTHOR = "Zhu, Z.X. and Yang, Z.R. and Oja, E.",
        TITLE = "Multiplicative Updates for Learning with Stochastic Matrices",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102810"}

@article{bb106382,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Large-Margin Multi-View Information Bottleneck",
        JOURNAL = PAMI,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102811"}

@article{bb106383,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Multi-View Intact Space Learning",
        JOURNAL = PAMI,
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        PAGES = "2531-2544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102812"}

@article{bb106384,
        AUTHOR = "Persello, C. and Boularias, A. and Dalponte, M. and Gobakken, T. and Naesset, E. and Scholkopf, B.",
        TITLE = "Cost-Sensitive Active Learning With Lookahead: Optimizing Field
Surveys for Remote Sensing Data Classification",
        JOURNAL = GeoRS,
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "6652-6664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102813"}

@article{bb106385,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Structured Learning and Prediction in Computer Vision",
        JOURNAL = FTCGV,
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        YEAR = "2010",
        PAGES = "185-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102814"}

@article{bb106386,
        AUTHOR = "Gu, Y.J. and Jin, Z. and Chiu, S.C.",
        TITLE = "Active learning combining uncertainty and diversity for multi-class
image classification",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "3",
        PAGES = "400-407",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102815"}

@article{bb106387,
        AUTHOR = "Zhu, Y. and Wang, Z. and Gao, D.",
        TITLE = "Matrixized learning machine with modified pairwise constraints",
        JOURNAL = PR,
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        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3797-3809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102816"}

@article{bb106388,
        AUTHOR = "Tang, Y. and Yuan, Y.",
        TITLE = "Image Pair Analysis With Matrix-Value Operator",
        JOURNAL = Cyber,
        VOLUME = "45",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2042-2050",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102817"}

@article{bb106389,
        AUTHOR = "Zahalka, J. and Rudinac, S. and Worring, M.",
        TITLE = "Interactive Multimodal Learning for Venue Recommendation",
        JOURNAL = MultMed,
        VOLUME = "17",
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "2235-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102818"}

@article{bb106390,
        AUTHOR = "Zhou, Z.Z. and Zheng, W.S. and Hu, J.F. and Xu, Y. and You, J.",
        TITLE = "One-pass online learning: A local approach",
        JOURNAL = PR,
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        YEAR = "2016",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102819"}

@article{bb106391,
        AUTHOR = "Maree, R. and Geurts, P. and Wehenkel, L.",
        TITLE = "Towards generic image classification using tree-based learning:
An extensive empirical study",
        JOURNAL = PRL,
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        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102820"}

@article{bb106392,
        AUTHOR = "Takigawa, I. and Mamitsuka, H.",
        TITLE = "Generalized Sparse Learning of Linear Models Over the Complete
Subgraph Feature Set",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "617-624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102821"}

@article{bb106393,
        AUTHOR = "Lv, F.M. and Yang, G. and Zhu, W. and Liu, C.",
        TITLE = "Generative classification model for categorical data based on latent
Gaussian process",
        JOURNAL = PRL,
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        YEAR = "2017",
        NUMBER = "1",
        PAGES = "56-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102822"}

@article{bb106394,
        AUTHOR = "Li, Q. and Shi, X.S. and Zhou, L.F. and Bao, Z.F. and Guo, Z.H.",
        TITLE = "Active learning via local structure reconstruction",
        JOURNAL = PRL,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "81-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102823"}

@article{bb106395,
        AUTHOR = "Wen, Z. and Hou, B. and Jiao, L.",
        TITLE = "Discriminative Nonlinear Analysis Operator Learning:
When Cosparse Model Meets Image Classification",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3449-3462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102824"}

@article{bb106396,
        AUTHOR = "Chang, C.C. and Liao, B.H.",
        TITLE = "Active learning based on minimization of the expected path-length of
random walks on the learned manifold structure",
        JOURNAL = PR,
        VOLUME = "71",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "337-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102825"}

@article{bb106397,
        AUTHOR = "Zhan, Y. and Ammar, H.B. and Taylor, M.E.",
        TITLE = "Scalable lifelong reinforcement learning",
        JOURNAL = PR,
        VOLUME = "72",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "407-418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102826"}

@article{bb106398,
        AUTHOR = "Nebot, A. and Binefa, X. and de Mantaras, R.L.",
        TITLE = "Special issue MLAAI: 
Machine learning and applications in artificial intelligence",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "1-3",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102827"}

@article{bb106399,
        AUTHOR = "Yu, J. and Mei, X. and Porikli, F.M. and Corso, J.J.",
        TITLE = "Machine learning for big visual analysis",
        JOURNAL = RealTimeIP,
        VOLUME = "14",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "929-931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT102828"}

Last update:Nov 7, 2019 at 15:08:56