@article{bb146700, AUTHOR = "Sherman, R. and Ernst, G.W.", TITLE = "Learning patterns in terms of other patterns", JOURNAL = PR, VOLUME = "1", YEAR = "1969", NUMBER = "4", MONTH = "July", PAGES = "301-313", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142656"} @article{bb146701, AUTHOR = "Shimura, M.", TITLE = "Recognizing machines with parametric and nonparametric learning methods using contextual information", JOURNAL = PR, VOLUME = "5", YEAR = "1973", NUMBER = "2", MONTH = "June", PAGES = "149-168", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142657"} @article{bb146702, AUTHOR = "Imai, T. and Shimura, M.", TITLE = "Learning with probabilistic labeling", JOURNAL = PR, VOLUME = "8", YEAR = "1976", NUMBER = "1", MONTH = "January", PAGES = "5-10", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142658"} @article{bb146703, AUTHOR = "Stonham, T.J. and Shaw, M.A.", TITLE = "Automatic Classification of Mass Spectra by Means of Digital Learning Nets: Existence of Characteristic Features of Chemical Class in Mass Spectra", JOURNAL = PR, VOLUME = "7", YEAR = "1975", NUMBER = "4", MONTH = "December", PAGES = "235-241", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142659"} @article{bb146704, AUTHOR = "Williams, H.", TITLE = "A net-structure learning system for pattern description", JOURNAL = PR, VOLUME = "8", YEAR = "1976", NUMBER = "4", MONTH = "October", PAGES = "261-271", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142660"} @article{bb146705, AUTHOR = "Coulon, D. and Kayser, D.", TITLE = "Learning criterion and inductive behaviour", JOURNAL = PR, VOLUME = "10", YEAR = "1978", NUMBER = "1", PAGES = "19-25", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142661"} @article{bb146706, AUTHOR = "Gowda, K.C. and Krishna, G.", TITLE = "Learning with a mutualistic teacher", JOURNAL = PR, VOLUME = "11", YEAR = "1979", NUMBER = "5-6", PAGES = "383-390", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142662"} @article{bb146707, AUTHOR = "Takiyama, R.", TITLE = "A learning procedure for multisurface method of pattern separation", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "2", PAGES = "75-82", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142663"} @article{bb146708, AUTHOR = "Greblicki, W.", TITLE = "Learning to recognize patterns with a probabilistic teacher", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "3", PAGES = "159-164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142664"} @article{bb146709, AUTHOR = "Chittineni, C.B.", TITLE = "Learning with imperfectly labeled patterns", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "5", PAGES = "281-291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142665"} @article{bb146710, AUTHOR = "Krishnan, T.", TITLE = "Efficiency of learning with imperfect supervision", JOURNAL = PR, VOLUME = "21", YEAR = "1988", NUMBER = "2", PAGES = "183-188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142666"} @article{bb146711, AUTHOR = "Bergadano, F. and Giordana, A. and Saitta, L.", TITLE = "Automated concept acquisition in noisy environments", JOURNAL = PAMI, VOLUME = "10", YEAR = "1988", NUMBER = "4", MONTH = "July", PAGES = "555-578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142667"} @article{bb146712, AUTHOR = "Baim, P.W.", TITLE = "A method for attribute selection in inductive learning systems", JOURNAL = PAMI, VOLUME = "10", YEAR = "1988", NUMBER = "6", MONTH = "November", PAGES = "888-896", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142668"} @article{bb146713, AUTHOR = "Kodratoff, Y. and Tecuci, G.", TITLE = "Learning based on conceptual distance", JOURNAL = PAMI, VOLUME = "10", YEAR = "1988", NUMBER = "6", MONTH = "November", PAGES = "897-909", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142669"} @article{bb146714, AUTHOR = "Constant, P. and Matwin, S. and Oppacher, F.", TITLE = "LEW: learning by watching", JOURNAL = PAMI, VOLUME = "12", YEAR = "1990", NUMBER = "3", MONTH = "March", PAGES = "294-308", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142670"} @article{bb146715, AUTHOR = "Chitoor, S.S. and Murty, M.N. and Bhandaru, M.K.", TITLE = "A new data structure HC-expression for learning from examples", JOURNAL = PR, VOLUME = "24", YEAR = "1991", NUMBER = "1", PAGES = "19-29", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142671"} @article{bb146716, AUTHOR = "Bhandaru, M.K. and Murty, M.N.", TITLE = "Incremental learning from examples using HC-expressions", JOURNAL = PR, VOLUME = "24", YEAR = "1991", NUMBER = "4", PAGES = "273-282", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142672"} @article{bb146717, AUTHOR = "Lugosi, G.", TITLE = "Learning with an unreliable teacher", JOURNAL = PR, VOLUME = "25", YEAR = "1992", NUMBER = "1", MONTH = "January", PAGES = "79-87", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142673"} @article{bb146718, AUTHOR = "Saitta, L. and Bergadano, F.", TITLE = "Pattern recognition and Valiant's learning framework", JOURNAL = PAMI, VOLUME = "15", YEAR = "1993", NUMBER = "2", MONTH = "February", PAGES = "145-155", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142674"} @article{bb146719, AUTHOR = "Cho, K. and Dunn, S.M.", TITLE = "Learning Shape Classes", JOURNAL = PAMI, VOLUME = "16", YEAR = "1994", NUMBER = "9", MONTH = "September", PAGES = "882-888", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT142675"} @inproceedings{bb146720, 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#TT142675"} @inproceedings{bb146721, 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#TT142676"} @article{bb146722, 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#TT142677"} @article{bb146723, 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#TT142678"} @article{bb146724, 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#TT142679"} @article{bb146725, 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#TT142680"} @article{bb146726, 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#TT142681"} @article{bb146727, 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#TT142682"} @article{bb146728, 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#TT142683"} @article{bb146729, 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#TT142684"} @article{bb146730, 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#TT142685"} @article{bb146731, 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#TT142686"} @inproceedings{bb146732, 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#TT142687"} @inproceedings{bb146733, 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#TT142688"} @article{bb146734, 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#TT142689"} @article{bb146735, 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#TT142690"} @inproceedings{bb146736, 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#TT142691"} @article{bb146737, 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#TT142692"} @article{bb146738, 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#TT142693"} @article{bb146739, 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#TT142694"} @article{bb146740, 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#TT142695"} @article{bb146741, 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#TT142696"} @article{bb146742, 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#TT142697"} @inproceedings{bb146743, 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#TT142698"} @article{bb146744, 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#TT142699"} @article{bb146745, 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#TT142700"} @inproceedings{bb146746, 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#TT142700"} @article{bb146747, 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#TT142701"} @article{bb146748, 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#TT142702"} @article{bb146749, 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#TT142703"} @article{bb146750, 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#TT142704"} @article{bb146751, 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#TT142705"} @inproceedings{bb146752, 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#TT142706"} @article{bb146753, 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#TT142707"} @article{bb146754, 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#TT142708"} @article{bb146755, 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#TT142709"} @inproceedings{bb146756, 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#TT142710"} @article{bb146757, 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#TT142711"} @article{bb146758, 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#TT142712"} @article{bb146759, 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#TT142713"} @article{bb146760, 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#TT142714"} @article{bb146761, 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#TT142715"} @article{bb146762, 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#TT142716"} @article{bb146763, 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#TT142717"} @article{bb146764, 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#TT142718"} @article{bb146765, 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#TT142719"} @article{bb146766, 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#TT142720"} @article{bb146767, 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#TT142721"} @inproceedings{bb146768, 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#TT142722"} @article{bb146769, 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#TT142723"} @inproceedings{bb146770, 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#TT142724"} @article{bb146771, 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#TT142725"} @article{bb146772, 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#TT142726"} @article{bb146773, 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#TT142727"} @article{bb146774, 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#TT142728"} @article{bb146775, 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#TT142729"} @inproceedings{bb146776, 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#TT142730"} @book{bb146777, 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#TT142731"} @article{bb146778, 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#TT142732"} @article{bb146779, 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#TT142733"} @article{bb146780, 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#TT142734"} @article{bb146781, 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#TT142734"} @article{bb146782, 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#TT142735"} @article{bb146783, 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#TT142736"} @inproceedings{bb146784, 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#TT142737"} @article{bb146785, 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#TT142738"} @inproceedings{bb146786, 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#TT142739"} @article{bb146787, 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#TT142740"} @inproceedings{bb146788, 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#TT142741"} @inproceedings{bb146789, 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#TT142742"} @inproceedings{bb146790, 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#TT142743"} @article{bb146791, 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#TT142744"} @inproceedings{bb146792, 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#TT142745"} @article{bb146793, 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#TT142746"} @article{bb146794, 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#TT142747"} @article{bb146795, 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#TT142748"} @article{bb146796, 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#TT142749"} @article{bb146797, 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#TT142750"} @inproceedings{bb146798, 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#TT142751"} @article{bb146799, 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#TT142752"}