@article{bb148000, 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#TT143947"} @article{bb148001, 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#TT143948"} @article{bb148002, 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#TT143949"} @inproceedings{bb148003, 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#TT143949"} @inproceedings{bb148004, 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#TT143950"} @article{bb148005, 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#TT143951"} @article{bb148006, 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#TT143952"} @article{bb148007, 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#TT143953"} @article{bb148008, 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#TT143954"} @article{bb148009, 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#TT143955"} @article{bb148010, 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#TT143956"} @article{bb148011, 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#TT143957"} @article{bb148012, 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#TT143958"} @article{bb148013, 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#TT143959"} @article{bb148014, 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#TT143960"} @inproceedings{bb148015, 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#TT143961"} @inproceedings{bb148016, 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#TT143962"} @article{bb148017, 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#TT143963"} @article{bb148018, 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#TT143964"} @inproceedings{bb148019, 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#TT143965"} @article{bb148020, 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#TT143966"} @article{bb148021, 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#TT143967"} @article{bb148022, 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#TT143968"} @article{bb148023, 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#TT143969"} @article{bb148024, 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#TT143970"} @article{bb148025, 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#TT143971"} @inproceedings{bb148026, 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#TT143972"} @article{bb148027, 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#TT143973"} @article{bb148028, 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#TT143974"} @inproceedings{bb148029, 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#TT143974"} @article{bb148030, 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#TT143975"} @article{bb148031, 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#TT143976"} @article{bb148032, 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#TT143977"} @article{bb148033, 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#TT143978"} @article{bb148034, 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#TT143979"} @inproceedings{bb148035, 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#TT143980"} @article{bb148036, 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#TT143981"} @article{bb148037, 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#TT143982"} @article{bb148038, 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#TT143983"} @inproceedings{bb148039, 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#TT143984"} @article{bb148040, 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#TT143985"} @article{bb148041, 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#TT143986"} @article{bb148042, 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#TT143987"} @article{bb148043, 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#TT143988"} @article{bb148044, 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#TT143989"} @article{bb148045, 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#TT143990"} @article{bb148046, 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#TT143991"} @article{bb148047, 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#TT143992"} @article{bb148048, 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#TT143993"} @article{bb148049, 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#TT143994"} @article{bb148050, 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#TT143995"} @inproceedings{bb148051, 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#TT143996"} @article{bb148052, 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#TT143997"} @inproceedings{bb148053, 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#TT143998"} @article{bb148054, 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#TT143999"} @article{bb148055, 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#TT144000"} @article{bb148056, 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#TT144001"} @article{bb148057, 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#TT144002"} @article{bb148058, 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#TT144003"} @inproceedings{bb148059, 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#TT144004"} @book{bb148060, 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#TT144005"} @article{bb148061, 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#TT144006"} @article{bb148062, 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#TT144007"} @article{bb148063, 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#TT144008"} @article{bb148064, 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#TT144008"} @article{bb148065, 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#TT144009"} @article{bb148066, 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#TT144010"} @inproceedings{bb148067, 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#TT144011"} @article{bb148068, 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#TT144012"} @inproceedings{bb148069, 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#TT144013"} @article{bb148070, 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#TT144014"} @inproceedings{bb148071, 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#TT144015"} @inproceedings{bb148072, 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#TT144016"} @inproceedings{bb148073, 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#TT144017"} @article{bb148074, 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#TT144018"} @inproceedings{bb148075, 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#TT144019"} @article{bb148076, 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#TT144020"} @article{bb148077, 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#TT144021"} @article{bb148078, 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#TT144022"} @article{bb148079, 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#TT144023"} @article{bb148080, 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#TT144024"} @inproceedings{bb148081, 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#TT144025"} @article{bb148082, 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#TT144026"} @article{bb148083, 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#TT144027"} @article{bb148084, 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#TT144028"} @article{bb148085, 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#TT144029"} @article{bb148086, 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#TT144030"} @article{bb148087, AUTHOR = "Zhu, Y.J. and Wang, Z. and Gao, D.Q.", 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#TT144031"} @article{bb148088, 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#TT144032"} @article{bb148089, AUTHOR = "Arya, D. and Gupta, D.K. and Rudinac, S. and Worring, M.", TITLE = "Adaptive Neural Message Passing for Inductive Learning on Hypergraphs", JOURNAL = PAMI, VOLUME = "47", YEAR = "2025", NUMBER = "1", MONTH = "January", PAGES = "19-31", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144033"} @article{bb148090, 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#TT144034"} @article{bb148091, 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#TT144035"} @article{bb148092, 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#TT144036"} @article{bb148093, AUTHOR = "Nguyen, C.H. and Mamitsuka, H.", TITLE = "Learning on Hypergraphs With Sparsity", JOURNAL = PAMI, VOLUME = "43", YEAR = "2021", NUMBER = "8", MONTH = "August", PAGES = "2710-2722", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT144037"} @article{bb148094, AUTHOR = "Lv, F.M. and Yang, G.W. 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#TT144038"} @article{bb148095, 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#TT144039"} @article{bb148096, 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#TT144040"} @article{bb148097, 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#TT144041"} @article{bb148098, 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#TT144042"} @article{bb148099, 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#TT144043"}