@inproceedings{bb147000,
        AUTHOR = "Cabrera, G.F. and Miller, C.J. and Schneider, J.",
        TITLE = "Systematic Labeling Bias: De-biasing Where Everyone is Wrong",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "4417-4422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142938"}

@inproceedings{bb147001,
        AUTHOR = "Hajizadeh, S. and Li, Z.L. and Dollevoet, R.P.B.J. and Tax, D.M.J.",
        TITLE = "Evaluating Classification Performance with only Positive and Unlabeled
Samples",
        BOOKTITLE = SSSPR14,
        YEAR = "2014",
        PAGES = "233-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142939"}

@inproceedings{bb147002,
        AUTHOR = "Santos, J.M. and Embrechts, M.",
        TITLE = "A Family of Two-Dimensional Benchmark Data Sets and Its Application to
Comparing Different Cluster Validation Indices",
        BOOKTITLE = MCPR14,
        YEAR = "2014",
        PAGES = "41-50",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142940"}

@inproceedings{bb147003,
        AUTHOR = "Aghazadeh, O. and Carlsson, S.",
        TITLE = "Properties of Datasets Predict the Performance of Classifiers",
        BOOKTITLE = BMVC13,
        YEAR = "2013",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142941"}

@inproceedings{bb147004,
        AUTHOR = "Loyola Gonzalez, O. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Garcia Borroto, M.",
        TITLE = "A Novel Contrast Pattern Selection Method for Class Imbalance Problems",
        BOOKTITLE = MCPR17,
        YEAR = "2017",
        PAGES = "42-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142942"}

@inproceedings{bb147005,
        AUTHOR = "Loyola Gonzalez, O. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A. and Garcia Borroto, M.",
        TITLE = "Correlation of Resampling Methods for Contrast Pattern Based
Classifiers",
        BOOKTITLE = MCPR15,
        YEAR = "2015",
        PAGES = "93-102",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142943"}

@inproceedings{bb147006,
        AUTHOR = "Garcia Borroto, M. and Loyola Gonzalez, O. and Martinez Trinidad, J.F.",
        TITLE = "Comparing Quality Measures for Contrast Pattern Classifiers",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:311-318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142944"}

@inproceedings{bb147007,
        AUTHOR = "Welinder, P. and Welling, M. and Perona, P.",
        TITLE = "A Lazy Man's Approach to Benchmarking:
Semisupervised Classifier Evaluation and Recalibration",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3262-3269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142945"}

@inproceedings{bb147008,
        AUTHOR = "Wei, S.M. and Yu, Y.Z.",
        TITLE = "Subspace segmentation with a Minimal Squared Frobenius Norm
Representation",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "3509-3512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142946"}

@inproceedings{bb147009,
        AUTHOR = "Berrar, D.",
        TITLE = "Null QQ plots: A simple graphical alternative to significance testing
for the comparison of classifiers",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1852-1855",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142947"}

@inproceedings{bb147010,
        AUTHOR = "Li, J. and Sonmez, A. and Cataltepe, Z. and Bax, E.",
        TITLE = "Validation of Network Classifiers",
        BOOKTITLE = SSSPR12,
        YEAR = "2012",
        PAGES = "448-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142948"}

@inproceedings{bb147011,
        AUTHOR = "Kallel, M. and Naouai, M. and Slama, Y.",
        TITLE = "New Metrics to Evaluate Pattern Recognition in Remote Sensing Images",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "664-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142949"}

@inproceedings{bb147012,
        AUTHOR = "Ryazanov, V.V.",
        TITLE = "Estimations of Clustering Quality via Evaluation of Its Stability",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "432-439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142950"}

@inproceedings{bb147013,
        AUTHOR = "Ryazanov, V.V.",
        TITLE = "Clustering of Incomplete Data and Evaluation of Clustering Quality",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "146-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142951"}

@inproceedings{bb147014,
        AUTHOR = "Zhou, G.J. and Wu, B. and Li, M.M.",
        TITLE = "Improved accuracy assessment indices for object-based high resolution
remotely sensed imagery classification",
        BOOKTITLE = IASP11,
        YEAR = "2011",
        PAGES = "181-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142952"}

@inproceedings{bb147015,
        AUTHOR = "Marsetic, A. and Kokalj, Z. and Ostir, K.",
        TITLE = "The effect of lossy image compression on object based image classification:
WorldView-2 case study",
        BOOKTITLE = HighRes11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142953"}

@inproceedings{bb147016,
        AUTHOR = "Weih, R.C. and Riggan, N.D.",
        TITLE = "Object-Based Classification vs. Pixel-Based Classification:
Comparitive Importance of Multi-Resolution Imagery",
        BOOKTITLE = GEOBIA10,
        YEAR = "2010",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142954"}

@inproceedings{bb147017,
        AUTHOR = "Huang, H.Q. and Mok, P.Y. and Kwok, Y.L. and Au, S.C.",
        TITLE = "A Parameter Free Approach for Clustering Analysis",
        BOOKTITLE = CAIP09,
        YEAR = "2009",
        PAGES = "816-823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142955"}

@inproceedings{bb147018,
        AUTHOR = "Zhang, W. and Deng, H.L.",
        TITLE = "Understanding visual dictionaries via Maximum Mutual Information curves",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142956"}

@inproceedings{bb147019,
        AUTHOR = "Zhang, X. and Liang, L. and Tang, X. and Shum, H.Y.",
        TITLE = "L1 regularized projection pursuit for additive model learning",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142957"}

@inproceedings{bb147020,
        AUTHOR = "Su, Y. and Shan, S.G. and Chen, X.L. and Gao, W.",
        TITLE = "Classifiability-based Optimal Discriminatory Projection Pursuit",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142958"}

@inproceedings{bb147021,
        AUTHOR = "Gonzalez Guevara, V.I. and Godoy Calderon, S. and Alba Cabrera, E. and Ibarra Fiallo, J.",
        TITLE = "A Mixed Learning Strategy for Finding Typical Testors in Large Datasets",
        BOOKTITLE = CIARP15,
        YEAR = "2015",
        PAGES = "716-723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142959"}

@inproceedings{bb147022,
        AUTHOR = "Alba Cabrera, E. and Ibarra Fiallo, J. and Godoy Calderon, S. and Cervantes Alonso, F.",
        TITLE = "YYC: A Fast Performance Incremental Algorithm for Finding Typical
Testors",
        BOOKTITLE = CIARP14,
        YEAR = "2014",
        PAGES = "416-423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142960"}

@inproceedings{bb147023,
        AUTHOR = "Alba Cabrera, E. and Ibarra Fiallo, J. and Godoy Calderon, S.",
        TITLE = "A Theoretical and Practical Framework for Assessing the Computational
Behavior of Typical Testor-Finding Algorithms",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:351-358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142961"}

@inproceedings{bb147024,
        AUTHOR = "Godoy Calderon, S. and Martinez Trinidad, J.F. and Cortes, M.L.",
        TITLE = "Proposal for a Unified Methodology for Evaluating Supervised and
Non-supervised Classification Algorithms",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
        PAGES = "674-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142962"}

@inproceedings{bb147025,
        AUTHOR = "Mouchere, H. and Anquetil, E.",
        TITLE = "A Unified Strategy to Deal with Different Natures of Reject",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 792-795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142963"}

@inproceedings{bb147026,
        AUTHOR = "Pugliese, L. and Scarpetta, S. and Esposito, A. and Marinaro, M.",
        TITLE = "An Application of Neural and Probabilistic Unsupervised Methods to
Environmental Factor Analysis of Multi-spectral Images",
        BOOKTITLE = CIAP05,
        YEAR = "2005",
        PAGES = "1190-1197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142964"}

@inproceedings{bb147027,
        AUTHOR = "Maillard, P. and Clausi, D.A.",
        TITLE = "Comparing Classification Metrics for Labeling Segmented Remote Sensing
Images",
        BOOKTITLE = CRV05,
        YEAR = "2005",
        PAGES = "421-428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142965"}

@inproceedings{bb147028,
        AUTHOR = "Kolsch, T. and Keysers, D. and Ney, H. and Paredes, R.",
        TITLE = "Enhancements for local feature based image classification",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 248-251",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142966"}

@inproceedings{bb147029,
        AUTHOR = "Mansilla, E.B. and Ho, T.K.",
        TITLE = "On classifier domains of competence",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 136-139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142967"}

@inproceedings{bb147030,
        AUTHOR = "Johnson, A.Y. and Sun, J. and Bobick, A.F.",
        TITLE = "Predicting Large Population Data Cumulative Match Characteristic
Performance from Small Population Data",
        BOOKTITLE = AVBPA03,
        YEAR = "2003",
        PAGES = "821-829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142968"}

@inproceedings{bb147031,
        AUTHOR = "Lucas, S.M.",
        TITLE = "Web-based evaluation and deployment of pattern recognizers",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 419-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142969"}

@inproceedings{bb147032,
        AUTHOR = "Duin, R.P.W. and Pekalska, E. and Tax, D.M.J.",
        TITLE = "The characterization of classification problems by classifier
disagreements",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "I: 140-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142970"}

@inproceedings{bb147033,
        AUTHOR = "de Ridder, D. and Pekalska, E. and Duin, R.P.W.",
        TITLE = "The economics of classification: error vs. complexity",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 244-247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142971"}

@inproceedings{bb147034,
        AUTHOR = "Yang, M.H. and Roth, D. and Ahuja, N.",
        TITLE = "A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition",
        BOOKTITLE = ECCV02,
        YEAR = "2002",
        PAGES = "IV: 685 ff.",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142972"}

@inproceedings{bb147035,
        AUTHOR = "Huijsmans, N.P. and Sebe, N.",
        TITLE = "Extended Performance Graphs for Cluster Retrieval",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "I:26-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142973"}

@inproceedings{bb147036,
        AUTHOR = "Bromiley, P.A. and Courtney, P. and Thacker, N.A.",
        TITLE = "A Case Study in the use of ROC curves for Algorithm Design",
        BOOKTITLE = BMVC01,
        YEAR = "2001",
        PAGES = "Poster Session 1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142974"}

@inproceedings{bb147037,
        AUTHOR = "Michaels, R. and Boult, T.E.",
        TITLE = "A Stratified Methodology for Classifier and Recognizer Evaluation",
        BOOKTITLE = EEMCV01,
        YEAR = "2001",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142975"}

@inproceedings{bb147038,
        AUTHOR = "Tang, M. and Xiao, J. and Ma, S.D.",
        TITLE = "Two-step Classification Based on Scale Space",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 899-902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142976"}

@inproceedings{bb147039,
        AUTHOR = "Scott, M.J.J. and Niranjan, M. and Prager, R.W.",
        TITLE = "Realisable Classifiers:
Improving Operating Performance on Variable Cost Problems",
        BOOKTITLE = BMVC98,
        YEAR = "1998",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142977"}

@inproceedings{bb147040,
        AUTHOR = "Prager, R.W.",
        TITLE = "CART/CMAC hybrid: regression trees with interpolation",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "B:476-478",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142978"}

@inproceedings{bb147041,
        AUTHOR = "Kraaijveld, M.A.",
        TITLE = "An Experimental Comparison of Non-Parametric Classifiers for
Time-Constrained Classification Tasks",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 428-435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142979"}

@inproceedings{bb147042,
        AUTHOR = "Lashkia, V. and Aleshin, S.",
        TITLE = "Test Feature Classifiers: Performance and Applications",
        BOOKTITLE = ICPR98,
        YEAR = "1998",
        PAGES = "Vol I: 341-343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142980"}

@inproceedings{bb147043,
        AUTHOR = "Zhao, W.Y. and Chellappa, R. and Nandhakumar, N.",
        TITLE = "Empirical Performance Analysis of Linear Discriminant Classifiers",
        BOOKTITLE = CVPR98,
        YEAR = "1998",
        PAGES = "164-169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142981"}

@inproceedings{bb147044,
        AUTHOR = "Gorski, N.",
        TITLE = "Optimizing Error-Reject Trade-Off in Recognition Systems",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "1092-1096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142982"}

@inproceedings{bb147045,
        AUTHOR = "Altamirano Robles, L. and Eckstein, W.",
        TITLE = "The Importance of Feature Visibility for the Evaluation of a
Matching Hypothesis",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "I: 585-589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142983"}

@inproceedings{bb147046,
        AUTHOR = "Yu, S. and Weigl, K.",
        TITLE = "Performance comparison of a deterministic and a stochastic method for
image classification",
        BOOKTITLE = CAIP95,
        YEAR = "1995",
        PAGES = "826-831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142984"}

@inproceedings{bb147047,
        AUTHOR = "Niblack, W. and Petkovic, D. and Damian, D.",
        TITLE = "Experiments and Evaluations of Rule Based Methods in Image Analysis",
        BOOKTITLE = CVPR88,
        YEAR = "1988",
        PAGES = "123-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT142985"}

@inproceedings{bb147048,
        AUTHOR = "Pearl, J.",
        TITLE = "Capacity and Error Estimates for Boolean Classifiers 
with Limited Complexity",
        BOOKTITLE = PAMI,
        VOLUME = "1",
        YEAR = "1979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142986"}

@article{bb147049,
        AUTHOR = "Pearl, J.",
        TITLE = "An application of rate-distortion theory to pattern recognition and
classification",
        JOURNAL = PR,
        VOLUME = "8",
        YEAR = "1976",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "11-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142987"}

@article{bb147050,
        AUTHOR = "McLachlan, G.J.",
        TITLE = "A note on the choice of a weighting function to give an efficient
method for estimating the probability of misclassification",
        JOURNAL = PR,
        VOLUME = "9",
        YEAR = "1977",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "147-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142988"}

@article{bb147051,
        AUTHOR = "Bock, H.H.",
        TITLE = "On some significance tests in cluster analysis",
        JOURNAL = "Classification",
        VOLUME = "2",
        YEAR = "1985",
        PAGES = "77-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142989"}

@article{bb147052,
        AUTHOR = "Lawoko, C.R.O. and McLachlan, G.J.",
        TITLE = "Asymptotic error rates of the W and Z statistics when the training
observations are dependent",
        JOURNAL = PR,
        VOLUME = "19",
        YEAR = "1986",
        NUMBER = "6",
        PAGES = "467-471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142990"}

@article{bb147053,
        AUTHOR = "Ganesalingam, S. and McLachlan, G.J.",
        TITLE = "Error rate estimation on the basis of posterior probabilities",
        JOURNAL = PR,
        VOLUME = "12",
        YEAR = "1980",
        NUMBER = "6",
        PAGES = "405-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142991"}

@article{bb147054,
        AUTHOR = "Chittineni, C.B.",
        TITLE = "On the estimation of probability of error",
        JOURNAL = PR,
        VOLUME = "9",
        YEAR = "1977",
        NUMBER = "4",
        PAGES = "191-196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142992"}

@article{bb147055,
        AUTHOR = "Chittineni, C.B.",
        TITLE = "Estimation of probabilities of label imperfections and correction of
mislabels",
        JOURNAL = PR,
        VOLUME = "13",
        YEAR = "1981",
        NUMBER = "3",
        PAGES = "257-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142993"}

@article{bb147056,
        AUTHOR = "van Otterloo, P.J. and Young, I.T.",
        TITLE = "A distribution-free geometric upper bound for the probability of error
of a minimum distance classifier",
        JOURNAL = PR,
        VOLUME = "10",
        YEAR = "1978",
        NUMBER = "4",
        PAGES = "281-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142994"}

@article{bb147057,
        AUTHOR = "Glick, N.",
        TITLE = "Additive estimators for probabilities of correct classification",
        JOURNAL = PR,
        VOLUME = "10",
        YEAR = "1978",
        NUMBER = "3",
        PAGES = "211-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142995"}

@article{bb147058,
        AUTHOR = "Engvall, J.L.",
        TITLE = "A least upper bound for the average classification accuracy of multiple
observers",
        JOURNAL = PR,
        VOLUME = "12",
        YEAR = "1980",
        NUMBER = "6",
        PAGES = "415-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142996"}

@article{bb147059,
        AUTHOR = "Kittler, J.V. and Devijver, P.A.",
        TITLE = "An efficient estimator of pattern recognition system error probability",
        JOURNAL = PR,
        VOLUME = "13",
        YEAR = "1981",
        NUMBER = "3",
        PAGES = "245-249",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142997"}

@article{bb147060,
        AUTHOR = "Lahart, M.J.",
        TITLE = "Estimation of Error Rates in Classification of Distorted Imagery",
        JOURNAL = PAMI,
        VOLUME = "6",
        YEAR = "1984",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "535-542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142998"}

@article{bb147061,
        AUTHOR = "Fukunaga, K. and Flick, T.E.",
        TITLE = "Classification Error for a Very Large Number of Classes",
        JOURNAL = PAMI,
        VOLUME = "6",
        YEAR = "1984",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "779-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT142999"}

@article{bb147062,
        AUTHOR = "Fukunaga, K. and Hayes, R.R.",
        TITLE = "Estimation of Classifier Performance",
        JOURNAL = PAMI,
        VOLUME = "11",
        YEAR = "1989",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1087-1101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143000"}

@article{bb147063,
        AUTHOR = "Pawlak, M.",
        TITLE = "On the asymptotic properties of smoothed estimators of the
classification error rate",
        JOURNAL = PR,
        VOLUME = "21",
        YEAR = "1988",
        NUMBER = "5",
        PAGES = "515-524",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143001"}

@inproceedings{bb147064,
        AUTHOR = "Pawlak, M. and Liao, X.",
        TITLE = "Estimation of error rates using smoothed estimators",
        BOOKTITLE = ICPR88,
        YEAR = "1988",
        PAGES = "II: 954-956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143002"}

@article{bb147065,
        AUTHOR = "Devroye, L.",
        TITLE = "Automatic Pattern Recognition: A Study of the Probability of Error",
        JOURNAL = PAMI,
        VOLUME = "10",
        YEAR = "1988",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "530-543",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143003"}

@book{bb147066,
        AUTHOR = "Devroye, L. and Gyorfi, L. and Lugosi, G.",
        TITLE = "Probabilistic Theory of Pattern Recognition",
        PUBLISHER = "Springer-Verlag",
        YEAR = "1996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143004"}

@article{bb147067,
        AUTHOR = "Zhu, Q.M.",
        TITLE = "On the minimum probability of error of classification with incomplete
patterns",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "11",
        PAGES = "1281-1290",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143005"}

@article{bb147068,
        AUTHOR = "Kalkanis, G. and Conroy, G.V.",
        TITLE = "Interval Error Estimators in Class Probability Trees",
        JOURNAL = PRL,
        VOLUME = "17",
        YEAR = "1996",
        NUMBER = "7",
        MONTH = "June",
        PAGES = "705-712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143006"}

@article{bb147069,
        AUTHOR = "Durso, G. and Menenti, M.",
        TITLE = "Performance Indicators for the Statistical Evaluation of
Digital Image Classifications",
        JOURNAL = PandRS,
        VOLUME = "51",
        YEAR = "1996",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "78-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143007"}

@article{bb147070,
        AUTHOR = "Pal, N.R. and Biswas, J.",
        TITLE = "Cluster Validation Using Graph-Theoretic Concepts",
        JOURNAL = PR,
        VOLUME = "30",
        YEAR = "1997",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "847-857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143008"}

@article{bb147071,
        AUTHOR = "Kloditz, C. and Vanboxtel, A. and Carfagna, E. and Vandeursen, W.",
        TITLE = "Estimating the Accuracy of Coarse Scale Classification Using
High Scale Information",
        JOURNAL = PhEngRS,
        VOLUME = "64",
        YEAR = "1998",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "127-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143009"}

@article{bb147072,
        AUTHOR = "Bax, E.",
        TITLE = "Validation of Average Error Rate over Classifiers",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "127-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143010"}

@article{bb147073,
        AUTHOR = "Bax, E.",
        TITLE = "Improved Hoeffding-style performance guarantees for accurate
classifiers",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "445-449",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143011"}

@article{bb147074,
        AUTHOR = "Bouchaffra, D. and Govindaraju, V. and Srihari, S.",
        TITLE = "A Methodology for Mapping Scores to Probabilities",
        JOURNAL = PAMI,
        VOLUME = "21",
        YEAR = "1999",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "923-927",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143012"}

@inproceedings{bb147075,
        AUTHOR = "Bouchaffra, D. and Govindaraju, V. and Srihari, S.",
        TITLE = "A Methodology for Deriving Probabilistic Correctness Measures
from Recognizers",
        BOOKTITLE = CVPR98,
        YEAR = "1998",
        PAGES = "930-935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143013"}

@article{bb147076,
        AUTHOR = "Ho, T.K. and Basu, M.",
        TITLE = "Complexity Measures of Supervised Classification Problems",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "289-300",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143014"}

@inproceedings{bb147077,
        AUTHOR = "Ho, T.K. and Basu, M.",
        TITLE = "Measuring the Complexity of Classification Problems",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 43-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143015"}

@inproceedings{bb147078,
        AUTHOR = "Ho, T.K.",
        TITLE = "Data Complexity Analysis:
Linkage between Context and Solution in Classification",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "986-995",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143016"}

@inproceedings{bb147079,
        AUTHOR = "Ho, T.K.",
        TITLE = "Data Complexity Analysis:
Linkage between Context and Solution in Classification",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143016"}

@article{bb147080,
        AUTHOR = "Clarkson, E.",
        TITLE = "Bounds on the area under the receiver operating characteristic curve
for the ideal observer",
        JOURNAL = JOSA-A,
        VOLUME = "19",
        YEAR = "2002",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1963-1968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143017"}

@article{bb147081,
        AUTHOR = "Clarkson, E.",
        TITLE = "Estimation receiver operating characteristic curve and ideal observers
for combined detection/estimation tasks",
        JOURNAL = JOSA-A,
        VOLUME = "24",
        YEAR = "2007",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "B91-B98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143018"}

@article{bb147082,
        AUTHOR = "Berikov, V.B. and Litvinenko, A.",
        TITLE = "The influence of prior knowledge on the expected performance of a
classifier",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2537-2548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143019"}

@article{bb147083,
        AUTHOR = "Dougherty, E.R. and Brun, M.",
        TITLE = "A probabilistic theory of clustering",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "917-925",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143020"}

@article{bb147084,
        AUTHOR = "Braga Neto, U.M. and Dougherty, E.R.",
        TITLE = "Bolstered error estimation",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1267-1281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143021"}

@article{bb147085,
        AUTHOR = "Braga Neto, U.M. and Dougherty, E.R.",
        TITLE = "Exact performance of error estimators for discrete classifiers",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1799-1814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143022"}

@article{bb147086,
        AUTHOR = "Zollanvari, A. and Braga Neto, U.M. and Dougherty, E.R.",
        TITLE = "On the sampling distribution of resubstitution and leave-one-out error
estimators for linear classifiers",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2705-2723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143023"}

@article{bb147087,
        AUTHOR = "Zollanvari, A. and Dougherty, E.R.",
        TITLE = "Moments and root-mean-square error of the Bayesian MMSE estimator of
classification error in the Gaussian model",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "2178-2192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143024"}

@article{bb147088,
        AUTHOR = "Zollanvari, A.",
        TITLE = "Nonoptimality of the Maximum-Weight Dependence Tree in Classification",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "71-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143025"}

@article{bb147089,
        AUTHOR = "Braga Neto, U.M. and Dougherty, E.R.",
        TITLE = "Exact correlation between actual and estimated errors in discrete
classification",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "407-412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143026"}

@article{bb147090,
        AUTHOR = "Brun, M. and Sima, C. and Hua, J.P. and Lowey, J. and Carroll, B. and Suh, E. and Dougherty, E.R.",
        TITLE = "Model-based evaluation of clustering validation measures",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "807-824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143027"}

@article{bb147091,
        AUTHOR = "Edwards, D.C. and Metz, C.E. and Kupinski, M.A.",
        TITLE = "Ideal Observers and Optimal ROC Hypersurfaces in N-Class
Classification",
        JOURNAL = MedImg,
        VOLUME = "23",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "891-895",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143028"}

@article{bb147092,
        AUTHOR = "Edwards, D.C. and Metz, C.E. and Nishikawa, R.M.",
        TITLE = "The Hypervolume Under the ROC Hypersurface of 'Near-Guessing' and
'Near-Perfect' Observers in N-Class Classification Tasks",
        JOURNAL = MedImg,
        VOLUME = "24",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "293-299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143029"}

@article{bb147093,
        AUTHOR = "Edwards, D.C. and Metz, C.E.",
        TITLE = "Restrictions on the three-class ideal observer's decision boundary
lines",
        JOURNAL = MedImg,
        VOLUME = "24",
        YEAR = "2005",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1566-1573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143030"}

@article{bb147094,
        AUTHOR = "Edwards, D.C. and Metz, C.E.",
        TITLE = "Optimization of Restricted ROC Surfaces in Three-Class Classification
Tasks",
        JOURNAL = MedImg,
        VOLUME = "26",
        YEAR = "2007",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1345-1356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143031"}

@article{bb147095,
        AUTHOR = "He, X. and Metz, C.E. and Tsui, B.M.W. and Links, J.M. and Frey, E.C.",
        TITLE = "Three-Class ROC Analysis:
A Decision Theoretic Approach Under the Ideal Observer Framework",
        JOURNAL = MedImg,
        VOLUME = "25",
        YEAR = "2006",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "571-581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143032"}

@article{bb147096,
        AUTHOR = "He, X. and Frey, E.C.",
        TITLE = "Three-Class ROC Analysis: The Equal Error Utility Assumption and the
Optimality of Three-Class ROC Surface Using the Ideal Observer",
        JOURNAL = MedImg,
        VOLUME = "25",
        YEAR = "2006",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "979-986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143033"}

@article{bb147097,
        AUTHOR = "He, X. and Frey, E.C.",
        TITLE = "The Meaning and Use of the Volume Under a Three-Class ROC Surface (VUS)",
        JOURNAL = MedImg,
        VOLUME = "27",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "577-588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143034"}

@article{bb147098,
        AUTHOR = "He, X. and Frey, E.C.",
        TITLE = "The Validity of Three-Class Hotelling Trace (3-HT) in Describing
Three-Class Task Performance: Comparison of Three-Class Volume Under
ROC Surface (VUS) and 3-HT",
        JOURNAL = MedImg,
        VOLUME = "28",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "185-193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143035"}

@article{bb147099,
        AUTHOR = "He, X. and Gallas, B.D. and Frey, E.C.",
        TITLE = "Three-Class ROC Analysis: Toward a General Decision Theoretic Solution",
        JOURNAL = MedImg,
        VOLUME = "29",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "206-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT143036"}