@article{bb100900,
        AUTHOR = "Richards, J.A.",
        TITLE = "Classifier Performance and MAP Accuracy",
        JOURNAL = RSE,
        VOLUME = "57",
        YEAR = "1996",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "161-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97356"}

@article{bb100901,
        AUTHOR = "Nyssen, E.",
        TITLE = "Evaluation of Pattern Classifiers:
Testing the Significance of Classification Efficiency Using an
Exact Probability Technique",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "11",
        MONTH = "September",
        PAGES = "1125-1129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97357"}

@article{bb100902,
        AUTHOR = "Nyssen, E.",
        TITLE = "Evaluation of Pattern Classifiers:
Applying a Monte Carlo Significance Test to the Classification Efficiency",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97358"}

@article{bb100903,
        AUTHOR = "San Miguel Ayanz, J. and Biging, G.S.",
        TITLE = "Comparison of Single-Stage and Multistage Classification Approaches for
Cover Type Mapping with TM and Spot Data",
        JOURNAL = RSE,
        VOLUME = "59",
        YEAR = "1997",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "92-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97359"}

@article{bb100904,
        AUTHOR = "Denoeux, T.",
        TITLE = "Analysis of Evidence Theoretic Decision Rules for
Pattern-Classification",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1095-1107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97360"}

@article{bb100905,
        AUTHOR = "Bokka, V. and Olariu, S. and Schwing, J.L. and Wilson, L. and Zomaya, A.",
        TITLE = "A Time-Optimal Solution to a Classification Problem in
Ordered Functional Domains, with Applications",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1555-1564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97361"}

@article{bb100906,
        AUTHOR = "Zhou, J.Y. and Lopresti, D.P.",
        TITLE = "Improving Classifier Performance Through Repeated Sampling",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1637-1650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97362"}

@article{bb100907,
        AUTHOR = "Lerner, B. and Guterman, H. and Aladjem, M. and Dinsteint, I. and Romem, Y.",
        TITLE = "On Pattern Classification with Sammons Nonlinear Mapping:
An Experimental-Study",
        JOURNAL = PR,
        VOLUME = "31",
        YEAR = "1998",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "371-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97363"}

@inproceedings{bb100908,
        AUTHOR = "Aladjem, M. and Dinstein, I.",
        TITLE = "A multiclass extension of discriminant mappings",
        BOOKTITLE = ICPR92,
        YEAR = "1992",
        PAGES = "II:101-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97364"}

@article{bb100909,
        AUTHOR = "Stehman, S.V. and Czaplewski, R.L.",
        TITLE = "Design and Analysis for Thematic Map Accuracy Assessment:
Fundamental Principles",
        JOURNAL = RSE,
        VOLUME = "64",
        YEAR = "1998",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "331-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97365"}

@article{bb100910,
        AUTHOR = "Adams, N.M. and Hand, D.J.",
        TITLE = "Comparing classifiers when the misallocation costs are uncertain",
        JOURNAL = PR,
        VOLUME = "32",
        YEAR = "1999",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1139-1147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97366"}

@article{bb100911,
        AUTHOR = "Smits, P.C. and Dellepiane, S.G. and Schowengerdt, R.A.",
        TITLE = "Quality assessment of image classification algorithms for land-cover
mapping: a review and a proposal for a cost-based approach",
        JOURNAL = JRS,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "8",
        MONTH = "May",
        PAGES = "1461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97367"}

@article{bb100912,
        AUTHOR = "Sohn, S.Y.",
        TITLE = "Meta Analysis of Classification Algorithms for Pattern Recognition",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1137-1144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97368"}

@article{bb100913,
        AUTHOR = "Srivastava, A.N. and Su, R. and Weigend, A.S.",
        TITLE = "Data Mining for Features Using Scale-Sensitive Gated Experts",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1268-1279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97369"}

@article{bb100914,
        AUTHOR = "Andersson, A. and Davidsson, P. and Linden, J.",
        TITLE = "Measure-based classifier performance evaluation",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "11-13",
        MONTH = "November",
        PAGES = "1165-1173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97370"}

@article{bb100915,
        AUTHOR = "Lim, T.S. and Loh, W.Y. and Shil, Y.S.",
        TITLE = "A Comparison of Prediction Accuracy, Complexity, and Training Time
of Thirty-Three Old and New Classification Algorithms",
        JOURNAL = MachLearn,
        VOLUME = "40",
        YEAR = "2000",
        NUMBER = "3",
        PAGES = "203-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97371"}

@article{bb100916,
        AUTHOR = "Ong, S.H. and Zhao, X.",
        TITLE = "On post-clustering evaluation and modification",
        JOURNAL = PRL,
        VOLUME = "21",
        YEAR = "2000",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "365-373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97372"}

@article{bb100917,
        AUTHOR = "Raudys, S.J. and Saudargiene, A.",
        TITLE = "First-Order Tree-Type Dependence between Variables and
Classification Performance",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "233-239",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97373"}

@article{bb100918,
        AUTHOR = "Hubert Moy, L. and Cotonnec, A. and Le Du, L. and Chardin, A. and Perez, P.",
        TITLE = "A Comparison of Parametric Classification Procedures of Remotely Sensed
Data Applied on Different Landscape Units",
        JOURNAL = RSE,
        VOLUME = "75",
        YEAR = "2001",
        NUMBER = "2",
        PAGES = "174-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97374"}

@article{bb100919,
        AUTHOR = "Tambouratzis, G.",
        TITLE = "Improving the Clustering Performance of the Scanning n-Tuple Method by
Using Self-Supervised Algorithms to Introduce Subclasses",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "722-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97375"}

@inproceedings{bb100920,
        AUTHOR = "Tambouratzis, G.",
        TITLE = "Improving the Classification Accuracy of the Scanning N-tuple Method",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 1046-1049",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97376"}

@article{bb100921,
        AUTHOR = "Liu, M.Q. and Samal, A.",
        TITLE = "Cluster validation using legacy delineations",
        JOURNAL = IVC,
        VOLUME = "20",
        YEAR = "2002",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "459-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97377"}

@article{bb100922,
        AUTHOR = "Berikov, V.B.",
        TITLE = "An approach to the evaluation of the performance of a discrete
classifier",
        JOURNAL = PRL,
        VOLUME = "23",
        YEAR = "2002",
        NUMBER = "1-3",
        MONTH = "January",
        PAGES = "227-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97378"}

@article{bb100923,
        AUTHOR = "Harvey, N.R. and Theiler, J. and Brumby, S.P. and Perkins, S. and Szymanski, J.J. and Bloch, J.J. and Porter, R.B. and Galassi, M. and Young, A.C.",
        TITLE = "Comparison of GENIE and conventional supervised classifiers for
multispectral image feature extraction",
        JOURNAL = GeoRS,
        VOLUME = "40",
        YEAR = "2002",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "393-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97379"}

@article{bb100924,
        AUTHOR = "Muchoney, D.M. and Strahler, A.H.",
        TITLE = "Pixel- and site-based calibration and validation methods for evaluating
supervised classification of remotely sensed data",
        JOURNAL = RSE,
        VOLUME = "81",
        YEAR = "2002",
        NUMBER = "2-3",
        MONTH = "August",
        PAGES = "290-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97380"}

@article{bb100925,
        AUTHOR = "Alsing, S.G. and Bauer, K.W. and Miller, J.O.",
        TITLE = "A multinomial selection procedure for evaluating pattern recognition
algorithms",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2397-2412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97381"}

@article{bb100926,
        AUTHOR = "Maulik, U. and Bandyopadhyay, S.",
        TITLE = "Performance Evaluation of Some Clustering Algorithms and Validity
Indices",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1650-1654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97382"}

@article{bb100927,
        AUTHOR = "Sandri, L. and Marzocchi, W.",
        TITLE = "Testing the performance of some nonparametric pattern recognition
algorithms in realistic cases",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "447-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97383"}

@article{bb100928,
        AUTHOR = "Toh, K.A. and Tran, Q.L. and Srinivasan, D.",
        TITLE = "Benchmarking a Reduced Multivariate Polynomial Pattern Classifier",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "740-755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97384"}

@article{bb100929,
        AUTHOR = "Tran, Q.L. and Toh, K.A. and Srinivasan, D. and Wong, K.L. and Low, S.Q.C.",
        TITLE = "An empirical comparison of nine pattern classifiers",
        JOURNAL = SMC-B,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1079-1091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97385"}

@article{bb100930,
        AUTHOR = "Attoor, S.N. and Dougherty, E.R.",
        TITLE = "Classifier performance as a function of distributional complexity",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1641-1651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97386"}

@article{bb100931,
        AUTHOR = "Kim, D.W. and Lee, K.Y. and Lee, D. and Lee, K.H.",
        TITLE = "Evaluation of the performance of clustering algorithms in
kernel-induced feature space",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "607-611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97387"}

@article{bb100932,
        AUTHOR = "Kim, D.W. and Lee, K.Y. and Lee, D. and Lee, K.H.",
        TITLE = "A k-populations algorithm for clustering categorical data",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1131-1134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97388"}

@article{bb100933,
        AUTHOR = "Stein, A. and Aryal, J. and Gort, G.",
        TITLE = "Use of the Bradley-Terry Model to Quantify Association in Remotely
Sensed Images",
        JOURNAL = GeoRS,
        VOLUME = "43",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "852-856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97389"}

@article{bb100934,
        AUTHOR = "Caulfield, H.J. and Heidary, K.",
        TITLE = "Exploring margin setting for good generalization in multiple class
discrimination",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1225-1238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97390"}

@article{bb100935,
        AUTHOR = "Salman, A. and Omran, M.G. and Engelbrecht, A.P.",
        TITLE = "SIGT: Synthetic Image Generation Tool for Clustering Algorithms",
        JOURNAL = GVIP,
        VOLUME = "05",
        YEAR = "2005",
        NUMBER = "V2",
        MONTH = "January",
        PAGES = "33-44
",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97391"}

@article{bb100936,
        AUTHOR = "Graaff, A.J. and Engelbrecht, A.P.",
        TITLE = "Clustering data in an uncertain environment using an artificial immune
system",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "342-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97392"}

@article{bb100937,
        AUTHOR = "Yousef, W.A. and Wagner, R.F. and Loew, M.H.",
        TITLE = "Estimating the uncertainty in the estimated mean area under the ROC
curve of a classifier",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2600-2610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97393"}

@article{bb100938,
        AUTHOR = "Yousef, W.A. and Wagner, R.F. and Loew, M.H.",
        TITLE = "Assessing Classifiers from Two Independent Data Sets Using ROC
Analysis: A Nonparametric Approach",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1809-1817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97394"}

@inproceedings{bb100939,
        AUTHOR = "Yousef, W.A. and Wagner, R.F. and Loew, M.H.",
        TITLE = "Comparison of non-parametric methods for assessing classifier
performance in terms of ROC parameters",
        BOOKTITLE = AIPR04,
        YEAR = "2004",
        PAGES = "190-195",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97395"}

@article{bb100940,
        AUTHOR = "Baraldi, A. and Bruzzone, L. and Blonda, P. and Carlin, L.",
        TITLE = "Badly Posed Classification of Remotely Sensed Images:
An Experimental Comparison of Existing Data Labeling Systems",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "214-235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97396"}

@article{bb100941,
        AUTHOR = "Baraldi, A. and Bruzzone, L. and Blonda, P.",
        TITLE = "A Multiscale Expectation-Maximization Semisupervised Classifier
Suitable for Badly Posed Image Classification",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2208-2225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97397"}

@article{bb100942,
        AUTHOR = "Fawcett, T.",
        TITLE = "An introduction to ROC analysis",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "861-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97398"}

@article{bb100943,
        AUTHOR = "Stathakis, D. and Vasilakos, A.",
        TITLE = "Comparison of Computational Intelligence Based Classification
Techniques for Remotely Sensed Optical Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "44",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2305-2318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97399"}

@article{bb100944,
        AUTHOR = "Stathakis, D. and Kanellopoulos, I.",
        TITLE = "Global Elevation Ancillary Data for Land-use Classification Using
Granular Neural Networks",
        JOURNAL = PhEngRS,
        VOLUME = "74",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "55-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97400"}

@article{bb100945,
        AUTHOR = "Stathakis, D. and Kanellopoulos, I.",
        TITLE = "Global Optimization versus Deterministic Pruning for the Classification
of Remotely Sensed Imagery",
        JOURNAL = PhEngRS,
        VOLUME = "74",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1259-1266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97401"}

@article{bb100946,
        AUTHOR = "Arbel, R. and Rokach, L.",
        TITLE = "Classifier evaluation under limited resources",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1619-1631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97402"}

@article{bb100947,
        AUTHOR = "Nangendo, G. and Skidmore, A.K. and van Oosten, H.",
        TITLE = "Mapping East African tropical forests and woodlands:
A comparison of classifiers",
        JOURNAL = PandRS,
        VOLUME = "61",
        YEAR = "2007",
        NUMBER = "6",
        MONTH = "February",
        PAGES = "393-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97403"}

@article{bb100948,
        AUTHOR = "An, S.J. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Fast cross-validation algorithms for least squares support vector
machine and kernel ridge regression",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2154-2162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97404"}

@inproceedings{bb100949,
        AUTHOR = "An, S.J. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Efficient Cross-validation of the Complete Two Stages in KFD Classifier
Formulation",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "III: 240-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97405"}

@inproceedings{bb100950,
        AUTHOR = "An, S. and Peursum, P. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Efficient subwindow search with submodular score functions",
        BOOKTITLE = CVPR11,
        YEAR = "2011",
        PAGES = "1409-1416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97406"}

@inproceedings{bb100951,
        AUTHOR = "An, S. and Peursum, P. and Liu, W.Q. and Venkatesh, S.",
        TITLE = "Efficient algorithms for subwindow search in object detection and
localization",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "264-271",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97407"}

@inproceedings{bb100952,
        AUTHOR = "An, S. and Peursum, P. and Liu, W.Q. and Venkatesh, S. and Chen, X.M.",
        TITLE = "Exploiting Monge structures in optimum subwindow search",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "926-933",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97408"}

@inproceedings{bb100953,
        AUTHOR = "Pham, D.S. and Venkatesh, S.",
        TITLE = "Robust learning of discriminative projection for multicategory
classification on the Stiefel manifold",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97409"}

@inproceedings{bb100954,
        AUTHOR = "Pham, D.S. and Venkatesh, S.",
        TITLE = "Joint learning and dictionary construction for pattern recognition",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97410"}

@article{bb100955,
        AUTHOR = "Bocher, P.K. and McCloy, K.R.",
        TITLE = "Optimizing Image Resolution to Maximize the Accuracy of Hard
Classification",
        JOURNAL = PhEngRS,
        VOLUME = "73",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "893-904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97411"}

@article{bb100956,
        AUTHOR = "Devarakota, P.R.R. and Mirbach, B. and Ottersten, B.",
        TITLE = "Reliability estimation of a statistical classifier",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "February",
        PAGES = "243-253",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97412"}

@article{bb100957,
        AUTHOR = "Sahiner, B. and Chan, H.P. and Hadjiiski, L.M.",
        TITLE = "Performance Analysis of Three-Class Classifiers:
Properties of a 3-D ROC Surface and the Normalized Volume Under the
Surface for the Ideal Observer",
        JOURNAL = MedImg,
        VOLUME = "27",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "215-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97413"}

@article{bb100958,
        AUTHOR = "Volkovich, Z. and Barzily, Z. and Morozensky, L.",
        TITLE = "A statistical model of cluster stability",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2174-2188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97414"}

@article{bb100959,
        AUTHOR = "Akhbardeh, A. and Nikhil and Koskinen, P.E. and Yli Harja, O.",
        TITLE = "Towards the experimental evaluation of novel supervised fuzzy adaptive
resonance theory for pattern classification",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1082-1093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97415"}

@article{bb100960,
        AUTHOR = "Ferri, C. and Hernandez Orallo, J. and Modroiu, R.",
        TITLE = "An experimental comparison of performance measures for classification",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "27-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97416"}

@article{bb100961,
        AUTHOR = "Lago Fernandez, L.F. and Corbacho, F.",
        TITLE = "Normality-based validation for crisp clustering",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "782-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97417"}

@article{bb100962,
        AUTHOR = "Chen, J. and Zhu, X.L. and Imura, H. and Chen, X.H.",
        TITLE = "Consistency of accuracy assessment indices for soft classification:
Simulation analysis",
        JOURNAL = PandRS,
        VOLUME = "65",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "156-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97418"}

@article{bb100963,
        AUTHOR = "Pascual, D. and Pla, F. and Salvador Sanchez, J.",
        TITLE = "Cluster validation using information stability measures",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "454-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97419"}

@inproceedings{bb100964,
        AUTHOR = "Pascual, D. and Pla, F. and Salvador Sanchez, J.",
        TITLE = "Cluster Stability Assessment Based on Theoretic Information Measures",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "219-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97420"}

@article{bb100965,
        AUTHOR = "Valverde Albacete, F.J. and Pelaez Moreno, C.",
        TITLE = "Two information-theoretic tools to assess the performance of
multi-class classifiers",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1665-1671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97421"}

@article{bb100966,
        AUTHOR = "Lee, Y.R. and Lee, J.H. and Jun, C.H.",
        TITLE = "Stability-based validation of bicluster solutions",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "252-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97422"}

@article{bb100967,
        AUTHOR = "Fu, X. and Shen, Q.A.",
        TITLE = "Fuzzy complex numbers and their application for classifiers performance
evaluation",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1403-1417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97423"}

@article{bb100968,
        AUTHOR = "Wicker, N.",
        TITLE = "A note on ball segment picking related to clustering",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "651-655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97424"}

@article{bb100969,
        AUTHOR = "Woloszynski, T. and Kurzynski, M.",
        TITLE = "A probabilistic model of classifier competence for dynamic ensemble
selection",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2656-2668",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97425"}

@inproceedings{bb100970,
        AUTHOR = "Woloszynski, T. and Kurzynski, M.",
        TITLE = "A Measure of Competence Based on Randomized Reference Classifier for
Dynamic Ensemble Selection",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4194-4197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97426"}

@inproceedings{bb100971,
        AUTHOR = "Woloszynski, T. and Kurzynski, M.",
        TITLE = "On a New Measure of Classifier Competence Applied to the Design of
Multiclassifier Systems",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "995-1004",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97427"}

@article{bb100972,
        AUTHOR = "Frasch, J.V. and Lodwich, A. and Shafait, F. and Breuel, T.M.",
        TITLE = "A Bayes-true data generator for evaluation of supervised and
unsupervised learning methods",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1523-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97428"}

@article{bb100973,
        AUTHOR = "Chudzian, P.",
        TITLE = "Evaluation measures for kernel optimization",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1108-1116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97429"}

@article{bb100974,
        AUTHOR = "Gey, S.",
        TITLE = "Risk bounds for CART classifiers under a margin condition",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3523-3534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97430"}

@article{bb100975,
        AUTHOR = "Liu, J. and Zhang, Z.J. and Yang, Y. and Wang, M.",
        TITLE = "Comments on 'Probabilities of false alarm and detection for the NAMF
operating in Gaussian clutter'",
        JOURNAL = SPLetters,
        VOLUME = "19",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "671",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97431"}

@article{bb100976,
        AUTHOR = "de Franca, F.O. and Coelho, G.P. and von Zuben, F.J.",
        TITLE = "Predicting missing values with biclustering: A coherence-based approach",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1255-1266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97432"}

@article{bb100977,
        AUTHOR = "Richards, J.A. and Kingsbury, N.G.",
        TITLE = "Is There a Preferred Classifier for Operational Thematic Mapping?",
        JOURNAL = GeoRS,
        VOLUME = "52",
        YEAR = "2014",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2715-2725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97433"}

@article{bb100978,
        AUTHOR = "Liu, Q.B. and Dong, G.Z.",
        TITLE = "CPCQ:
Contrast pattern based clustering quality index for categorical data",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1739-1748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97434"}

@article{bb100979,
        AUTHOR = "Wong, T.T.",
        TITLE = "Performance evaluation of classification algorithms by k-fold and
leave-one-out cross validation",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "9",
        PAGES = "2839-2846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97435"}

@article{bb100980,
        AUTHOR = "Henriques, R. and Antunes, C. and Madeira, S.C.",
        TITLE = "A structured view on pattern mining-based biclustering",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3941-3958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97436"}

@article{bb100981,
        AUTHOR = "Park, N.W. and Kyriakidis, P.C. and Hong, S.Y.",
        TITLE = "Spatial Estimation of Classification Accuracy Using Indicator Kriging
with an Image-Derived Ambiguity Index",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "4",
        PAGES = "320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97437"}

@article{bb100982,
        AUTHOR = "Condessa, F. and Bioucas Dias, J.M. and Kovacevic, J.",
        TITLE = "Performance measures for classification systems with rejection",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "437-450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97438"}

@article{bb100983,
        AUTHOR = "Rosales Mendez, H. and Ramirez Cruz, Y.",
        TITLE = "A new micro-objects-based evaluation measure for co-clustering
algorithms",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "142-148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97439"}

@article{bb100984,
        AUTHOR = "Lei, Y. and Bezdek, J.C. and Romano, S. and Vinh, N.X. and Chan, J. and Bailey, J.",
        TITLE = "Ground truth bias in external cluster validity indices",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "58-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97440"}

@article{bb100985,
        AUTHOR = "Wong, T.T.",
        TITLE = "Parametric methods for comparing the performance of two
classification algorithms evaluated by k-fold cross validation on
multiple data sets",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "97-107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97441"}

@article{bb100986,
        AUTHOR = "Kautz, T. and Eskofier, B.M. and Pasluosta, C.F.",
        TITLE = "Generic performance measure for multiclass-classifiers",
        JOURNAL = PR,
        VOLUME = "68",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "111-125",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97442"}

@article{bb100987,
        AUTHOR = "Jiang, G.X. and Wang, W.J.",
        TITLE = "Error estimation based on variance analysis of k-fold
cross-validation",
        JOURNAL = PR,
        VOLUME = "69",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "94-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97443"}

@article{bb100988,
        AUTHOR = "Gossmann, A. and Zille, P. and Calhoun, V. and Wang, Y.P.",
        TITLE = "FDR-Corrected Sparse Canonical Correlation Analysis With Applications
to Imaging Genomics",
        JOURNAL = MedImg,
        VOLUME = "37",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1761-1774",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97444"}

@article{bb100989,
        AUTHOR = "Boonprong, S. and Cao, C. and Chen, W. and Ni, X. and Xu, M. and Acharya, B.K.",
        TITLE = "The Classification of Noise-Afflicted Remotely Sensed Data Using
Three Machine-Learning Techniques: Effect of Different Levels and
Types of Noise on Accuracy",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97445"}

@article{bb100990,
        AUTHOR = "Schluter, R. and Beck, E. and Ney, H.",
        TITLE = "Upper and Lower Tight Error Bounds for Feature Omission with an
Extension to Context Reduction",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "502-514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97446"}

@article{bb100991,
        AUTHOR = "Wang, Y.Q. and Li, L.S. and Dang, C.Y.",
        TITLE = "Calibrating Classification Probabilities with Shape-Restricted
Polynomial Regression",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1813-1827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97447"}

@article{bb100992,
        AUTHOR = "Zhang, Q. and Zhang, P.L.",
        TITLE = "An Uncertainty Descriptor for Quantitative Measurement of the
Uncertainty of Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97448"}

@article{bb100993,
        AUTHOR = "Gweon, H. and Yu, H.",
        TITLE = "How reliable is your reliability diagram?",
        JOURNAL = PRL,
        VOLUME = "125",
        YEAR = "2019",
        PAGES = "687-693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97449"}

@article{bb100994,
        AUTHOR = "Hanczar, B.",
        TITLE = "Performance visualization spaces for classification with rejection
option",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97450"}

@article{bb100995,
        AUTHOR = "Radoux, J. and Waldner, F. and Bogaert, P.",
        TITLE = "How Response Designs and Class Proportions Affect the Accuracy of
Validation Data",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97451"}

@inproceedings{bb100996,
        AUTHOR = "Liu, Z. and Miao, Z.Q. and Zhan, X.H. and Wang, J.Y. and Gong, B.Q. and Yu, S.X.",
        TITLE = "Large-Scale Long-Tailed Recognition in an Open World",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "2532-2541",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97452"}

@inproceedings{bb100997,
        AUTHOR = "Branchaud Charron, F. and Achkar, A. and Jodoin, P.M.",
        TITLE = "Spectral Metric for Dataset Complexity Assessment",
        BOOKTITLE = "CVPR19",
        YEAR = "2019",
        PAGES = "3210-3219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97453"}

@inproceedings{bb100998,
        AUTHOR = "Tang, H.X. and Ortis, A. and Battiato, S.",
        TITLE = "The Impact of Padding on Image Classification by Using Pre-trained
Convolutional Neural Networks",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "II:337-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97454"}

@inproceedings{bb100999,
        AUTHOR = "Das, D. and Ghosh, R. and Bhowmick, B.",
        TITLE = "Deep Representation Learning Characterized by Inter-Class Separation
for Image Clustering",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "628-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT97455"}

Last update:Feb 20, 2020 at 21:34:09