@article{bb158800,
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#TT154676"}
@article{bb158801,
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#TT154677"}
@article{bb158802,
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#TT154678"}
@inproceedings{bb158803,
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#TT154679"}
@inproceedings{bb158804,
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#TT154680"}
@article{bb158805,
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#TT154681"}
@article{bb158806,
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#TT154682"}
@inproceedings{bb158807,
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#TT154683"}
@article{bb158808,
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#TT154684"}
@article{bb158809,
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#TT154685"}
@article{bb158810,
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#TT154686"}
@article{bb158811,
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#TT154687"}
@article{bb158812,
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#TT154688"}
@article{bb158813,
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#TT154689"}
@inproceedings{bb158814,
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#TT154690"}
@article{bb158815,
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#TT154691"}
@article{bb158816,
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#TT154692"}
@inproceedings{bb158817,
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#TT154692"}
@article{bb158818,
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#TT154693"}
@article{bb158819,
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#TT154694"}
@article{bb158820,
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#TT154695"}
@article{bb158821,
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#TT154696"}
@article{bb158822,
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#TT154697"}
@inproceedings{bb158823,
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#TT154698"}
@article{bb158824,
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#TT154699"}
@article{bb158825,
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#TT154700"}
@article{bb158826,
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#TT154701"}
@inproceedings{bb158827,
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#TT154702"}
@article{bb158828,
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#TT154703"}
@article{bb158829,
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#TT154704"}
@article{bb158830,
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#TT154705"}
@article{bb158831,
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#TT154706"}
@article{bb158832,
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#TT154707"}
@article{bb158833,
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#TT154708"}
@article{bb158834,
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#TT154709"}
@article{bb158835,
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#TT154710"}
@article{bb158836,
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#TT154711"}
@article{bb158837,
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#TT154712"}
@article{bb158838,
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#TT154713"}
@inproceedings{bb158839,
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#TT154714"}
@article{bb158840,
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#TT154715"}
@inproceedings{bb158841,
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#TT154716"}
@article{bb158842,
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#TT154717"}
@article{bb158843,
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#TT154718"}
@article{bb158844,
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#TT154719"}
@article{bb158845,
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#TT154720"}
@article{bb158846,
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#TT154721"}
@inproceedings{bb158847,
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#TT154722"}
@book{bb158848,
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#TT154723"}
@article{bb158849,
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#TT154724"}
@article{bb158850,
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#TT154725"}
@article{bb158851,
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#TT154726"}
@article{bb158852,
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#TT154726"}
@article{bb158853,
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#TT154727"}
@article{bb158854,
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#TT154728"}
@inproceedings{bb158855,
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#TT154729"}
@article{bb158856,
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#TT154730"}
@inproceedings{bb158857,
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#TT154731"}
@article{bb158858,
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#TT154732"}
@inproceedings{bb158859,
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#TT154733"}
@inproceedings{bb158860,
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#TT154734"}
@inproceedings{bb158861,
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#TT154735"}
@article{bb158862,
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#TT154736"}
@inproceedings{bb158863,
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#TT154737"}
@article{bb158864,
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#TT154738"}
@article{bb158865,
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#TT154739"}
@article{bb158866,
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#TT154740"}
@article{bb158867,
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#TT154741"}
@article{bb158868,
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#TT154742"}
@inproceedings{bb158869,
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#TT154743"}
@article{bb158870,
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#TT154744"}
@article{bb158871,
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#TT154745"}
@article{bb158872,
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#TT154746"}
@article{bb158873,
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#TT154747"}
@article{bb158874,
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#TT154748"}
@article{bb158875,
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#TT154749"}
@article{bb158876,
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#TT154750"}
@article{bb158877,
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#TT154751"}
@article{bb158878,
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#TT154752"}
@article{bb158879,
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#TT154753"}
@article{bb158880,
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#TT154754"}
@article{bb158881,
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#TT154755"}
@article{bb158882,
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#TT154756"}
@article{bb158883,
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#TT154757"}
@article{bb158884,
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#TT154758"}
@article{bb158885,
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#TT154759"}
@article{bb158886,
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#TT154760"}
@article{bb158887,
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#TT154761"}
@article{bb158888,
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#TT154762"}
@article{bb158889,
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#TT154763"}
@article{bb158890,
AUTHOR = "Zhao, Y. and Shi, Z.H. and Zhang, J.Y. and Chen, D. and Gu, L.",
TITLE = "A novel active learning framework for classification:
Using weighted rank aggregation to achieve multiple query criteria",
JOURNAL = PR,
VOLUME = "93",
YEAR = "2019",
PAGES = "581-602",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154764"}
@article{bb158891,
AUTHOR = "Vieting, P.M. and de Lamare, R.C. and Martin, L. and Dartmann, G. and Schmeink, A.",
TITLE = "Likelihood-Based Adaptive Learning in Stochastic State-Based Models",
JOURNAL = SPLetters,
VOLUME = "26",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "1031-1035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154765"}
@article{bb158892,
AUTHOR = "Danaee, A. and de Lamare, R.C. and Nascimento, V.H.",
TITLE = "Energy-Efficient Distributed Learning With Coarsely Quantized Signals",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "329-333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154766"}
@article{bb158893,
AUTHOR = "Cao, H. and Wachowicz, M.",
TITLE = "A Holistic Overview of Anticipatory Learning for the Internet of
Moving Things: Research Challenges and Opportunities",
JOURNAL = IJGI,
VOLUME = "9",
YEAR = "2020",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154767"}
@article{bb158894,
AUTHOR = "Vlaski, S. and Rizk, E. and Sayed, A.H.",
TITLE = "Tracking Performance of Online Stochastic Learners",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1385-1389",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154768"}
@article{bb158895,
AUTHOR = "Yousef, W.A.",
TITLE = "Prudence when assuming normality:
An advice for machine learning practitioners",
JOURNAL = PRL,
VOLUME = "138",
YEAR = "2020",
PAGES = "44-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154769"}
@article{bb158896,
AUTHOR = "Aguerri, I.E. and Zaidi, A.",
TITLE = "Distributed Variational Representation Learning",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "120-138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154770"}
@article{bb158897,
AUTHOR = "Guo, Y. and Zhang, B. and Sun, Y. and Jiang, K. and Wu, K.",
TITLE = "Machine learning based feature selection and knowledge reasoning for
CBR system under big data",
JOURNAL = PR,
VOLUME = "112",
YEAR = "2021",
PAGES = "107805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154771"}
@article{bb158898,
AUTHOR = "Terziyan, V. and Nikulin, A.",
TITLE = "Semantics of Voids within Data: Ignorance-Aware Machine Learning",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154772"}
@article{bb158899,
AUTHOR = "Luo, Y. and Wong, Y.K. and Kankanhalli, M.S. and Zhao, Q.",
TITLE = "Direction Concentration Learning:
Enhancing Congruency in Machine Learning",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "1928-1946",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern641.html#TT154773"}
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