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        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#TT141209"}

@article{bb145261,
        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#TT141210"}

@article{bb145262,
        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#TT141211"}

@article{bb145263,
        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#TT141212"}

@article{bb145264,
        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#TT141213"}

@article{bb145265,
        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#TT141214"}

@article{bb145266,
        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#TT141215"}

@article{bb145267,
        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#TT141216"}

@article{bb145268,
        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#TT141217"}

@article{bb145269,
        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#TT141218"}

@article{bb145270,
        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#TT141219"}

@article{bb145271,
        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#TT141220"}

@article{bb145272,
        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#TT141221"}

@article{bb145273,
        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,
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        YEAR = "2006",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1809-1817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141222"}

@inproceedings{bb145274,
        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#TT141223"}

@article{bb145275,
        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#TT141224"}

@article{bb145276,
        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#TT141225"}

@article{bb145277,
        AUTHOR = "Fawcett, T.",
        TITLE = "An introduction to ROC analysis",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "June",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141226"}

@article{bb145278,
        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#TT141227"}

@article{bb145279,
        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#TT141228"}

@article{bb145280,
        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#TT141229"}

@article{bb145281,
        AUTHOR = "Arbel, R. and Rokach, L.",
        TITLE = "Classifier evaluation under limited resources",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "14",
        MONTH = "October",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141230"}

@article{bb145282,
        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,
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        YEAR = "2007",
        NUMBER = "6",
        MONTH = "February",
        PAGES = "393-404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141231"}

@article{bb145283,
        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#TT141232"}

@inproceedings{bb145284,
        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#TT141233"}

@inproceedings{bb145285,
        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#TT141234"}

@inproceedings{bb145286,
        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#TT141235"}

@inproceedings{bb145287,
        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#TT141236"}

@inproceedings{bb145288,
        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#TT141237"}

@inproceedings{bb145289,
        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#TT141238"}

@article{bb145290,
        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#TT141239"}

@article{bb145291,
        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#TT141240"}

@article{bb145292,
        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#TT141241"}

@article{bb145293,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141242"}

@article{bb145294,
        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#TT141243"}

@article{bb145295,
        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#TT141244"}

@article{bb145296,
        AUTHOR = "Lago Fernandez, L.F. and Corbacho, F.",
        TITLE = "Normality-based validation for crisp clustering",
        JOURNAL = PR,
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        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141245"}

@article{bb145297,
        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,
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        YEAR = "2010",
        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141246"}

@article{bb145298,
        AUTHOR = "Pascual, D. and Pla, F. and Salvador Sanchez, J.",
        TITLE = "Cluster validation using information stability measures",
        JOURNAL = PRL,
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        YEAR = "2010",
        NUMBER = "6",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT141247"}

@inproceedings{bb145299,
        AUTHOR = "Pascual, D. and Pla, F. and Salvador Sanchez, J.",
        TITLE = "Cluster Stability Assessment Based on Theoretic Information Measures",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
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