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@article{bb103863,
        AUTHOR = "Lopes, M.C. and Santos Victor, J.",
        TITLE = "Visual Learning by Imitation With Motor Representations",
        JOURNAL = SMC-B,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "438-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100342"}

@article{bb103864,
        AUTHOR = "Anastasiadis, A.D. and Magoulas, G.D. and Vrahatis, M.N.",
        TITLE = "Sign-based learning schemes for pattern classification",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1926-1936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100343"}

@article{bb103865,
        AUTHOR = "Ikonomakis, E.K. and Spyrou, G.M. and Vrahatis, M.N.",
        TITLE = "Content driven clustering algorithm combining density and distance
functions",
        JOURNAL = PR,
        VOLUME = "87",
        YEAR = "2019",
        PAGES = "190-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100344"}

@article{bb103866,
        AUTHOR = "Alissandrakis, A. and Nehaniv, C.L. and Dautenhahn, K.",
        TITLE = "Correspondence Mapping Induced State and Action Metrics for Robotic
Imitation",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "299-307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100345"}

@article{bb103867,
        AUTHOR = "Lopes, M. and Santos Victor, J.",
        TITLE = "A Developmental Roadmap for Learning by Imitation in Robots",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "308-321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100346"}

@article{bb103868,
        AUTHOR = "Pardowitz, M. and Knoop, S. and Dillmann, R. and Zollner, R.D.",
        TITLE = "Incremental Learning of Tasks From User Demonstrations, Past
Experiences, and Vocal Comments",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "322-332",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100347"}

@article{bb103869,
        AUTHOR = "Girgin, S. and Polat, F. and Alhajj, R.",
        TITLE = "Positive Impact of State Similarity on Reinforcement Learning
Performance",
        JOURNAL = SMC-B,
        VOLUME = "37",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1256-1270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100348"}

@article{bb103870,
        AUTHOR = "Sage, K. and Howell, A.J. and Buxton, H. and Argyros, A.A.",
        TITLE = "Learning temporal structure for task based control",
        JOURNAL = IVC,
        VOLUME = "26",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "39-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100349"}

@inproceedings{bb103871,
        AUTHOR = "Sage, K. and Buxton, H.",
        TITLE = "Joint spatial and temporal structure learning for task based control",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 48-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100350"}

@article{bb103872,
        AUTHOR = "Haro, G. and Randall, G. and Sapiro, G.",
        TITLE = "Translated Poisson Mixture Model for Stratification Learning",
        JOURNAL = IJCV,
        VOLUME = "80",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "December",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100351"}

@inproceedings{bb103873,
        AUTHOR = "Haro, G. and Randall, G. and Sapiro, G.",
        TITLE = "Regularized Mixed Dimensionality and Density Learning in Computer
Vision",
        BOOKTITLE = ComponentAnalysis07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100352"}

@article{bb103874,
        AUTHOR = "Xia, F. and Yang, Y.W. and Zhou, L. and Li, F.X. and Cai, M. and Zeng, D.D.",
        TITLE = "A closed-form reduction of multi-class cost-sensitive learning to
weighted multi-class learning",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1572-1581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100353"}

@article{bb103875,
        AUTHOR = "Felsberg, M. and Wiklund, J. and Granlund, G.H.",
        TITLE = "Exploratory learning structures in artificial cognitive systems",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "October",
        PAGES = "1671-1687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100354"}

@article{bb103876,
        AUTHOR = "Ong, E.J. and Ellis, L. and Bowden, R.",
        TITLE = "Problem solving through imitation",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "October",
        PAGES = "1715-1728",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100355"}

@article{bb103877,
        AUTHOR = "Larsson, F. and Jonsson, E. and Felsberg, M.",
        TITLE = "Simultaneously learning to recognize and control a low-cost robotic arm",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "October",
        PAGES = "1729-1739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100356"}

@article{bb103878,
        AUTHOR = "Jin, X.B. and Liu, C.L. and Hou, X.W.",
        TITLE = "Regularized margin-based conditional log-likelihood loss for prototype
learning",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2428-2438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100357"}

@inproceedings{bb103879,
        AUTHOR = "Jin, X.B. and Liu, C.L. and Hou, X.W.",
        TITLE = "Prototype learning with margin-based conditional log-likelihood loss",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100358"}

@book{bb103880,
        AUTHOR = "Zheng, N.N. and Xue, J.R.",
        TITLE = "Statistical Learning and Pattern Analysis for
Image and Video Processing",
        PUBLISHER = "Springer-Verlag",
        YEAR = "2009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100359"}

@article{bb103881,
        AUTHOR = "Wang, F.",
        TITLE = "A general learning framework using local and global regularization",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3120-3129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100360"}

@article{bb103882,
        AUTHOR = "Pavlidis, N.G. and Tasoulis, D.K. and Adams, N.M. and Hand, D.J.",
        TITLE = "lambda-Perceptron: An adaptive classifier for data streams",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "78-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100361"}

@article{bb103883,
        AUTHOR = "Ross, G.J. and Adams, N.M. and Tasoulis, D.K. and Hand, D.J.",
        TITLE = "Exponentially weighted moving average charts for detecting concept
drift",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "191-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100362"}

@article{bb103884,
        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,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100362"}

@article{bb103885,
        AUTHOR = "Rossi, F. and Villa Vialaneix, N.",
        TITLE = "Consistency of functional learning methods based on derivatives",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1197-1209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100363"}

@article{bb103886,
        AUTHOR = "Xu, H. and Caramanis, C. and Mannor, S.",
        TITLE = "Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem",
        JOURNAL = PAMI,
        VOLUME = "34",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "187-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100364"}

@inproceedings{bb103887,
        AUTHOR = "Schaum, A.P.",
        TITLE = "CFAR fusion: A replacement for the generalized likelihood ratio test
for Neyman-Pearson problems",
        BOOKTITLE = AIPR11,
        YEAR = "2011",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100365"}

@article{bb103888,
        AUTHOR = "Wei, L.S. and Sang, N. and Wang, Y.H.",
        TITLE = "A biologically inspired object-based visual attention model",
        JOURNAL = AIR,
        VOLUME = "34",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "August",
        PAGES = "109-119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100366"}

@inproceedings{bb103889,
        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,
        YEAR = "2010",
        PAGES = "3736-3739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100367"}

@article{bb103890,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Generalized batch mode active learning for face-based biometric
recognition",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "497-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100368"}

@inproceedings{bb103891,
        AUTHOR = "Chakraborty, S. and Balasubramanian, V. and Panchanathan, S.",
        TITLE = "Dynamic batch mode active learning",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "2649-2656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100369"}

@inproceedings{bb103892,
        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,
        YEAR = "2010",
        PAGES = "130-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100370"}

@inproceedings{bb103893,
        AUTHOR = "Balasubramanian, V. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Generalized Query by Transduction for online active learning",
        BOOKTITLE = Learning09,
        YEAR = "2009",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100371"}

@article{bb103894,
        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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        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100372"}

@inproceedings{bb103895,
        AUTHOR = "Chakraborty, S.",
        TITLE = "Distributed Active Learning for Image Recognition",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1833-1841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100373"}

@article{bb103896,
        AUTHOR = "Lopes, N. and Ribeiro, B.",
        TITLE = "Towards adaptive learning with improved convergence of deep belief
networks on graphics processing units",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "114-127",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100374"}

@inproceedings{bb103897,
        AUTHOR = "Ribeiro, B. and Ribeiro, B.",
        TITLE = "Extreme Learning Classifier with Deep Concepts",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:182-189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100375"}

@article{bb103898,
        AUTHOR = "Young, S.R. and Davis, A. and Mishtal, A. and Arel, I.",
        TITLE = "Hierarchical spatiotemporal feature extraction using recurrent online
clustering",
        JOURNAL = PRL,
        VOLUME = "37",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "115-123",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100376"}

@article{bb103899,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Orhan, U. and Erdogmus, D.",
        TITLE = "Manifold learning by preserving distance orders",
        JOURNAL = PRL,
        VOLUME = "38",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT100377"}

Last update:Apr 20, 2019 at 12:32:38