@inproceedings{bb104900,
        AUTHOR = "Dunn, S.M. and Cho, K.",
        TITLE = "Learning Shape Classes",
        BOOKTITLE = MDSG94,
        YEAR = "1994",
        PAGES = "483-492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101348"}

@inproceedings{bb104901,
        AUTHOR = "Cho, K. and Dunn, S.M.",
        TITLE = "Shape-based object recognition by inductive learning",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:681-684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101349"}

@article{bb104902,
        AUTHOR = "Chen, L.H. and Chang, S.",
        TITLE = "An adaptive conscientious competitive learning algorithm and its
applications",
        JOURNAL = PR,
        VOLUME = "27",
        YEAR = "1994",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1787-1813",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101350"}

@article{bb104903,
        AUTHOR = "Ching, J.Y. and Wong, A.K.C. and Chan, K.C.C.",
        TITLE = "Class-Dependent Discretization for Inductive Learning from
Continuous and Mixed-Mode Data",
        JOURNAL = PAMI,
        VOLUME = "17",
        YEAR = "1995",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "641-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101351"}

@article{bb104904,
        AUTHOR = "Park, J.M. and Hu, Y.H.",
        TITLE = "Online Learning for Active Pattern-Recognition",
        JOURNAL = SPLetters,
        VOLUME = "3",
        YEAR = "1996",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "301-303",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101352"}

@article{bb104905,
        AUTHOR = "Kim, J. and Yu, J.R. and Kim, S.H.",
        TITLE = "Learning of Prototypes and Decision Boundaries for a
Verification Problem Having Only Positive Samples",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "7",
        MONTH = "June",
        PAGES = "691-697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101353"}

@article{bb104906,
        AUTHOR = "Cervera, E. and Delpobil, A.P. and Marta, E. and Serna, M.A.",
        TITLE = "Perception-Based Learning for Motion in Contact in Task Planning",
        JOURNAL = JIRS,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "3",
        MONTH = "November",
        PAGES = "283-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101354"}

@article{bb104907,
        AUTHOR = "Dasarathy, B.V. and Lakshminarasimhan, A.L.",
        TITLE = "Learning Under a VEDIC Teacher",
        JOURNAL = CIS,
        VOLUME = "8",
        YEAR = "1979",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "75-88",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101355"}

@article{bb104908,
        AUTHOR = "Dasarathy, B.V.",
        TITLE = "Nosing Around the Neighborhood: A New System
Structure and Classification Rule for Recognition
in Partially Exposed Environments",
        JOURNAL = PAMI,
        VOLUME = "2",
        YEAR = "1980",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "67-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101356"}

@article{bb104909,
        AUTHOR = "Dasarathy, B.V.",
        TITLE = "Adaptive Decision Systems with Extended Learning
for Deployment in Partially Exposed Environments",
        JOURNAL = OptEng,
        VOLUME = "34",
        YEAR = "1995",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1269-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101357"}

@article{bb104910,
        AUTHOR = "Dasarathy, B.V.",
        TITLE = "Adaptive Learning Concepts and Methodology for
Enhanced Recognition System Performance",
        JOURNAL = SPIE,
        VOLUME = "2234",
        YEAR = "1994",
        MONTH = "July",
        PAGES = "372-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101358"}

@article{bb104911,
        AUTHOR = "Dasarathy, B.V.",
        TITLE = "Feature Assessment in Imperfectly Supervised Environment",
        JOURNAL = SPIE,
        VOLUME = "2234",
        YEAR = "1994",
        MONTH = "July",
        PAGES = "360-371",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101359"}

@inproceedings{bb104912,
        AUTHOR = "Dasarathy, B.V.",
        TITLE = "Fuzzy Learning in Vicissitudinous Environments",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:500-503",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101360"}

@inproceedings{bb104913,
        AUTHOR = "Dasarathy, B.V.",
        TITLE = "FLUTE: Fuzzy Learning In Unfamiliar Teacher Environments",
        BOOKTITLE = "IEEE_Fuzzy Systems 92",
        YEAR = "1992",
        PAGES = "1070-1077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101361"}

@article{bb104914,
        AUTHOR = "Kors, J.A. and Hoffmann, A.L.",
        TITLE = "Induction of Decision Rules That Fulfill User Specified
Performance Requirements",
        JOURNAL = PRL,
        VOLUME = "18",
        YEAR = "1997",
        NUMBER = "11-13",
        MONTH = "November",
        PAGES = "1187-1195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101362"}

@article{bb104915,
        AUTHOR = "Shah, J.",
        TITLE = "Reaction-Diffusion Equations and Learning",
        JOURNAL = JVCIR,
        VOLUME = "13",
        YEAR = "2002",
        NUMBER = "1/2",
        MONTH = "March",
        PAGES = "82-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101363"}

@inproceedings{bb104916,
        AUTHOR = "Shah, J.",
        TITLE = "Minimax Entropy and Learning by Diffusion",
        BOOKTITLE = CVPR98,
        YEAR = "1998",
        PAGES = "92-97",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101364"}

@article{bb104917,
        AUTHOR = "Wyeth, G.",
        TITLE = "Training A Vision-Guided Mobile Robot",
        JOURNAL = MachLearn,
        VOLUME = "31",
        YEAR = "1998",
        NUMBER = "1-3",
        MONTH = "Apr",
        PAGES = "201-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101365"}

@article{bb104918,
        AUTHOR = "Yokomor, T. and Kobayashi, S.",
        TITLE = "Learning Local Languages and Their Application
to DNA Sequence Analysis",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1067-1079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101366"}

@article{bb104919,
        AUTHOR = "Wang, H. and Bell, D. and Murtagh, F.",
        TITLE = "Axiomatic Approach to Feature Subset Selection Based on Relevance",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "271-277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101367"}

@article{bb104920,
        AUTHOR = "Ratsaby, J.",
        TITLE = "Incremental Learning with Sample Queries",
        JOURNAL = PAMI,
        VOLUME = "20",
        YEAR = "1998",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "883-888",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101368"}

@article{bb104921,
        AUTHOR = "Beymer, D.J. and Poggio, T.",
        TITLE = "Image Representations for Visual Learning",
        JOURNAL = Science,
        VOLUME = "272",
        YEAR = "1996",
        NUMBER = "5250",
        MONTH = "June",
        PAGES = "1905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101369"}

@article{bb104922,
        AUTHOR = "Inoue, K. and Urahama, K.",
        TITLE = "Learning of view-invariant pattern recognizer with temporal context",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1665-1674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101370"}

@inproceedings{bb104923,
        AUTHOR = "Inoue, K. and Urahama, K.",
        TITLE = "Equivalence of Non-Iterative Algorithms for Simultaneous Low Rank
Approximations of Matrices",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 154-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101371"}

@article{bb104924,
        AUTHOR = "Kim, W.S. and Cho, H.S.",
        TITLE = "Learning-based constitutive parameters estimation in an image sensing
system with multiple mirrors",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1199-1217",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101372"}

@article{bb104925,
        AUTHOR = "Freeman, W.T. and Pasztor, E.C. and Carmichael, O.T.",
        TITLE = "Learning Low-Level Vision",
        JOURNAL = IJCV,
        VOLUME = "40",
        YEAR = "2000",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "25-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101373"}

@inproceedings{bb104926,
        AUTHOR = "Freeman, W.T. and Pasztor, E.C.",
        TITLE = "Learning Low-Level Vision",
        BOOKTITLE = ICCV99,
        YEAR = "1999",
        PAGES = "1182-1189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101373"}

@article{bb104927,
        AUTHOR = "Imiya, A. and Kawamoto, K.",
        TITLE = "Learning dimensionality and orientations of 3D objects",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "75-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101374"}

@article{bb104928,
        AUTHOR = "Oommen, B.J. and Agache, M.",
        TITLE = "Continuous and Discretized Pursuit Learning Schemes:
Various Algorithms and Their Comparison",
        JOURNAL = SMC-B,
        VOLUME = "31",
        YEAR = "2001",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "277-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101375"}

@article{bb104929,
        AUTHOR = "Bonarini, A. and Bonacina, C. and Matteucci, M.",
        TITLE = "An approach to the design of reinforcement functions in real world,
agent-based applications",
        JOURNAL = SMC-B,
        VOLUME = "31",
        YEAR = "2001",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "288-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101376"}

@article{bb104930,
        AUTHOR = "Lam, W. and Keung, C.K. and Ling, C.X.",
        TITLE = "Learning good prototypes for classification using filtering and
abstraction of instances",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1491-1506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101377"}

@article{bb104931,
        AUTHOR = "Freedman, D.",
        TITLE = "Efficient Simplicial Reconstructions of Manifolds from Their Samples",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1349-1357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101378"}

@inproceedings{bb104932,
        AUTHOR = "Kisilev, P. and Freedman, D.",
        TITLE = "Parameter Tuning by Pairwise Preferences",
        BOOKTITLE = BMVC10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101379"}

@article{bb104933,
        AUTHOR = "Chawla, N.V. and Moore, T.E. and Hall, L.O. and Bowyer, K.W. and Kegelmeyer, W.P. and Springer, C.",
        TITLE = "Distributed learning with bagging-like performance",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "1-3",
        MONTH = "January",
        PAGES = "455-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101380"}

@article{bb104934,
        AUTHOR = "Granger, E. and Savaria, Y. and Lavoie, P.",
        TITLE = "A pattern reordering approach based on ambiguity detection for online
category learning",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "525-529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101381"}

@article{bb104935,
        AUTHOR = "Al Shaher, A.A. and Hancock, E.R.",
        TITLE = "Learning mixtures of point distribution models with the EM algorithm",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2805-2818",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101382"}

@inproceedings{bb104936,
        AUTHOR = "Al Shaher, A.A. and Hancock, E.R.",
        TITLE = "Fast on-line learning of point distribution models",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 208-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101383"}

@article{bb104937,
        AUTHOR = "Seow, M.J. and Asari, V.K.",
        TITLE = "Learning using distance based training algorithm for pattern
recognition",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "189-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101384"}

@article{bb104938,
        AUTHOR = "Cherkassky, V.S. and Shao, X. and Mulier, F. and Vapnik, V.",
        TITLE = "Model Selection for Regression Using VC-Generalization Bounds",
        JOURNAL = TNN,
        VOLUME = "10",
        YEAR = "1999",
        PAGES = "1075-1089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101385"}

@article{bb104939,
        AUTHOR = "Park, J.M.",
        TITLE = "Convergence and Application of Online Active Sampling Using Orthogonal
Pillar Vectors",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1197-1207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101386"}

@article{bb104940,
        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#TT101387"}

@article{bb104941,
        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#TT101388"}

@article{bb104942,
        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#TT101389"}

@article{bb104943,
        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#TT101390"}

@article{bb104944,
        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#TT101391"}

@article{bb104945,
        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#TT101392"}

@article{bb104946,
        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#TT101393"}

@article{bb104947,
        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#TT101394"}

@inproceedings{bb104948,
        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#TT101395"}

@article{bb104949,
        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#TT101396"}

@inproceedings{bb104950,
        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#TT101397"}

@article{bb104951,
        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#TT101398"}

@article{bb104952,
        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#TT101399"}

@article{bb104953,
        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#TT101400"}

@article{bb104954,
        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#TT101401"}

@article{bb104955,
        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#TT101402"}

@inproceedings{bb104956,
        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#TT101403"}

@book{bb104957,
        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#TT101404"}

@article{bb104958,
        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#TT101405"}

@article{bb104959,
        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#TT101406"}

@article{bb104960,
        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#TT101407"}

@article{bb104961,
        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#TT101407"}

@article{bb104962,
        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#TT101408"}

@article{bb104963,
        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#TT101409"}

@inproceedings{bb104964,
        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#TT101410"}

@article{bb104965,
        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#TT101411"}

@inproceedings{bb104966,
        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#TT101412"}

@article{bb104967,
        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#TT101413"}

@inproceedings{bb104968,
        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#TT101414"}

@inproceedings{bb104969,
        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#TT101415"}

@inproceedings{bb104970,
        AUTHOR = "Balasubramanian, V. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Generalized Query by Transduction for online active learning",
        BOOKTITLE = Learning09,
        YEAR = "2009",
        PAGES = "1378-1385",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101416"}

@article{bb104971,
        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",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1945-1958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101417"}

@inproceedings{bb104972,
        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#TT101418"}

@article{bb104973,
        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#TT101419"}

@article{bb104974,
        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",
        PAGES = "120-131",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101420"}

@article{bb104975,
        AUTHOR = "Ataer Cansizoglu, E. and Akcakaya, M. and Erdogmus, D.",
        TITLE = "Minor Surfaces are Boundaries of Mode-Based Clusters",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "891-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101421"}

@article{bb104976,
        AUTHOR = "Ji, N.N. and Zhang, J.S. and Zhang, C.X.",
        TITLE = "A sparse-response deep belief network based on rate distortion theory",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "9",
        PAGES = "3179-3191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101422"}

@article{bb104977,
        AUTHOR = "Zhang, H. and Yang, Z.R. and Oja, E.",
        TITLE = "Improving cluster analysis by co-initializations",
        JOURNAL = PRL,
        VOLUME = "45",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "71-77",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101423"}

@inproceedings{bb104978,
        AUTHOR = "Zhu, Z.X. and Yang, Z.R. and Oja, E.",
        TITLE = "Multiplicative Updates for Learning with Stochastic Matrices",
        BOOKTITLE = SCIA13,
        YEAR = "2013",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101424"}

@article{bb104979,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Large-Margin Multi-View Information Bottleneck",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1559-1572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101425"}

@article{bb104980,
        AUTHOR = "Xu, C. and Tao, D.C. and Xu, C.",
        TITLE = "Multi-View Intact Space Learning",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2531-2544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101426"}

@article{bb104981,
        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,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6652-6664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101427"}

@article{bb104982,
        AUTHOR = "Nowozin, S. and Lampert, C.H.",
        TITLE = "Structured Learning and Prediction in Computer Vision",
        JOURNAL = FTCGV,
        VOLUME = "6",
        YEAR = "2010",
        PAGES = "185-365",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101428"}

@article{bb104983,
        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#TT101429"}

@article{bb104984,
        AUTHOR = "Zhu, Y. and Wang, Z. and Gao, D.",
        TITLE = "Matrixized learning machine with modified pairwise constraints",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3797-3809",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101430"}

@article{bb104985,
        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#TT101431"}

@article{bb104986,
        AUTHOR = "Zahalka, J. and Rudinac, S. and Worring, M.",
        TITLE = "Interactive Multimodal Learning for Venue Recommendation",
        JOURNAL = MultMed,
        VOLUME = "17",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2235-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101432"}

@article{bb104987,
        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,
        VOLUME = "51",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "346-357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101433"}

@article{bb104988,
        AUTHOR = "Maree, R. and Geurts, P. and Wehenkel, L.",
        TITLE = "Towards generic image classification using tree-based learning:
An extensive empirical study",
        JOURNAL = PRL,
        VOLUME = "74",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "17-23",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101434"}

@article{bb104989,
        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#TT101435"}

@article{bb104990,
        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,
        VOLUME = "92",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "56-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101436"}

@article{bb104991,
        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#TT101437"}

@article{bb104992,
        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#TT101438"}

@article{bb104993,
        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#TT101439"}

@article{bb104994,
        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#TT101440"}

@article{bb104995,
        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#TT101441"}

@article{bb104996,
        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#TT101442"}

@article{bb104997,
        AUTHOR = "Hou, C.P. and Zhou, Z.H.",
        TITLE = "One-Pass Learning with Incremental and Decremental Features",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2776-2792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101443"}

@article{bb104998,
        AUTHOR = "Ramezan, C.A. and Warner, T.A. and Maxwell, A.E.",
        TITLE = "Evaluation of Sampling and Cross-Validation Tuning Strategies for
Regional-Scale Machine Learning Classification",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101444"}

@inproceedings{bb104999,
        AUTHOR = "Bhattacharya, A. and Chakraborty, S.",
        TITLE = "Active Learning with n-ary Queries for Image Recognition",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "800-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT101445"}

Last update:Jul 14, 2019 at 21:53:00