@article{bb144100,
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#TT140053"}
@article{bb144101,
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#TT140054"}
@article{bb144102,
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#TT140055"}
@article{bb144103,
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#TT140056"}
@article{bb144104,
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#TT140057"}
@article{bb144105,
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#TT140058"}
@inproceedings{bb144106,
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#TT140059"}
@article{bb144107,
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#TT140060"}
@book{bb144108,
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#TT140061"}
@article{bb144109,
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#TT140062"}
@article{bb144110,
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#TT140063"}
@article{bb144111,
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#TT140064"}
@article{bb144112,
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#TT140065"}
@article{bb144113,
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#TT140066"}
@article{bb144114,
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#TT140067"}
@article{bb144115,
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#TT140068"}
@article{bb144116,
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#TT140069"}
@inproceedings{bb144117,
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#TT140070"}
@article{bb144118,
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#TT140071"}
@inproceedings{bb144119,
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#TT140072"}
@inproceedings{bb144120,
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#TT140073"}
@inproceedings{bb144121,
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#TT140073"}
@article{bb144122,
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#TT140074"}
@article{bb144123,
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#TT140075"}
@article{bb144124,
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#TT140076"}
@article{bb144125,
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#TT140077"}
@article{bb144126,
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#TT140078"}
@article{bb144127,
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#TT140079"}
@article{bb144128,
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#TT140080"}
@article{bb144129,
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#TT140081"}
@article{bb144130,
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#TT140082"}
@article{bb144131,
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#TT140083"}
@article{bb144132,
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#TT140084"}
@article{bb144133,
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#TT140085"}
@article{bb144134,
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#TT140086"}
@article{bb144135,
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#TT140087"}
@article{bb144136,
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#TT140088"}
@article{bb144137,
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#TT140089"}
@article{bb144138,
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#TT140090"}
@article{bb144139,
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#TT140091"}
@article{bb144140,
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#TT140092"}
@article{bb144141,
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#TT140093"}
@article{bb144142,
AUTHOR = "Gallas, B.D. and Pennello, G.A. and Myers, K.J.",
TITLE = "Multireader multicase variance analysis for binary data",
JOURNAL = JOSA-A,
VOLUME = "24",
YEAR = "2007",
NUMBER = "12",
MONTH = "December",
PAGES = "B70-B80",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140094"}
@article{bb144143,
AUTHOR = "Park, S. and Badano, A. and Gallas, B.D. and Myers, K.J.",
TITLE = "Incorporating Human Contrast Sensitivity in Model Observers for
Detection Tasks",
JOURNAL = MedImg,
VOLUME = "28",
YEAR = "2009",
NUMBER = "3",
MONTH = "March",
PAGES = "339-347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140095"}
@article{bb144144,
AUTHOR = "Chen, W.J. and Gallas, B.D. and Yousef, W.A.",
TITLE = "Classifier variability: Accounting for training and testing",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "7",
MONTH = "July",
PAGES = "2661-2671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140096"}
@article{bb144145,
AUTHOR = "He, X. and Frey, E.C.",
TITLE = "An Optimal Three-Class Linear Observer Derived From Decision Theory",
JOURNAL = MedImg,
VOLUME = "26",
YEAR = "2007",
NUMBER = "1",
MONTH = "January",
PAGES = "77-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140097"}
@article{bb144146,
AUTHOR = "He, X. and Caffo, B.S. and Frey, E.C.",
TITLE = "Toward Realistic and Practical Ideal Observer (IO) Estimation for the
Optimization of Medical Imaging Systems",
JOURNAL = MedImg,
VOLUME = "27",
YEAR = "2008",
NUMBER = "10",
MONTH = "October",
PAGES = "1535-1543",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140098"}
@article{bb144147,
AUTHOR = "He, X. and Song, X. and Frey, E.C.",
TITLE = "Application of Three-Class ROC Analysis to Task-Based Image Quality
Assessment of Simultaneous Dual-Isotope Myocardial Perfusion SPECT
(MPS)",
JOURNAL = MedImg,
VOLUME = "27",
YEAR = "2008",
NUMBER = "11",
MONTH = "November",
PAGES = "1556-1567",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140099"}
@article{bb144148,
AUTHOR = "Baraldi, A. and Bruzzone, L. and Blonda, P.",
TITLE = "Quality Assessment of Classification and Cluster Maps Without Ground
Truth Knowledge",
JOURNAL = GeoRS,
VOLUME = "43",
YEAR = "2005",
NUMBER = "4",
MONTH = "April",
PAGES = "857-873",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140100"}
@article{bb144149,
AUTHOR = "Baraldi, A. and Humber, M. and Boschetti, L.",
TITLE = "Quality Assessment of Pre-Classification Maps Generated from
Spaceborne/Airborne Multi-Spectral Images by the Satellite Image
Automatic Mapper™ and Atmospheric/Topographic Correction™-Spectral
Classification Software Products: Part 2: Experimental Results",
JOURNAL = RS,
VOLUME = "5",
YEAR = "2013",
NUMBER = "10",
PAGES = "5209-5264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140101"}
@article{bb144150,
AUTHOR = "Santos Pereira, C.M. and Pires, A.M.",
TITLE = "On optimal reject rules and ROC curves",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "7",
MONTH = "May",
PAGES = "943-952",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140102"}
@article{bb144151,
AUTHOR = "Khurd, P. and Gindi, G.",
TITLE = "Decision strategies that maximize the area under the LROC curve",
JOURNAL = MedImg,
VOLUME = "24",
YEAR = "2005",
NUMBER = "12",
MONTH = "December",
PAGES = "1626-1636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140103"}
@article{bb144152,
AUTHOR = "Khurd, P. and Liu, B. and Gindi, G.",
TITLE = "Ideal AFROC and FROC Observers",
JOURNAL = MedImg,
VOLUME = "29",
YEAR = "2010",
NUMBER = "2",
MONTH = "February",
PAGES = "375-386",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140104"}
@article{bb144153,
AUTHOR = "Ahlqvist, O. and Gahegan, M.",
TITLE = "Probing the Relationship Between Classification Error and Class
Similarity",
JOURNAL = PhEngRS,
VOLUME = "71",
YEAR = "2005",
NUMBER = "12",
MONTH = "December",
PAGES = "1365-1374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140105"}
@article{bb144154,
AUTHOR = "Landgrebe, T.C.W. and Tax, D.M.J. and Paclik, P. and Duin, R.P.W.",
TITLE = "The interaction between classification and reject performance for
distance-based reject-option classifiers",
JOURNAL = PRL,
VOLUME = "27",
YEAR = "2006",
NUMBER = "8",
MONTH = "June",
PAGES = "908-917",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140106"}
@article{bb144155,
AUTHOR = "Landgrebe, T.C.W. and Paclik, P.",
TITLE = "The ROC skeleton for multiclass ROC estimation",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "9",
MONTH = "July",
PAGES = "949-958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140107"}
@inproceedings{bb144156,
AUTHOR = "Paclik, P. and Lai, C. and Novovicova, J. and Duin, R.P.W.",
TITLE = "Variance estimation for two-class and multi-class ROC analysis using
operating point averaging",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140108"}
@inproceedings{bb144157,
AUTHOR = "Paclik, P. and Lai, C. and Landgrebe, T.C.W. and Duin, R.P.W.",
TITLE = "ROC Analysis and Cost-Sensitive Optimization for Hierarchical
Classifiers",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "2977-2980",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140109"}
@article{bb144158,
AUTHOR = "Fawcett, T.",
TITLE = "ROC graphs with instance-varying costs",
JOURNAL = PRL,
VOLUME = "27",
YEAR = "2006",
NUMBER = "8",
MONTH = "June",
PAGES = "882-891",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140110"}
@article{bb144159,
AUTHOR = "Everson, R.M. and Fieldsend, J.E.",
TITLE = "Multi-class ROC analysis from a multi-objective optimisation
perspective",
JOURNAL = PRL,
VOLUME = "27",
YEAR = "2006",
NUMBER = "8",
MONTH = "June",
PAGES = "918-927",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140111"}
@article{bb144160,
AUTHOR = "Matei, B.C. and Meer, P.",
TITLE = "Estimation of Nonlinear Errors-in-Variables Models for Computer Vision
Applications",
JOURNAL = PAMI,
VOLUME = "28",
YEAR = "2006",
NUMBER = "10",
MONTH = "October",
PAGES = "1537-1552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140112"}
@inproceedings{bb144161,
AUTHOR = "Matei, B.C. and Meer, P.",
TITLE = "A General Method for Errors-in-Variables Problems in Computer Vision",
BOOKTITLE = CVPR00,
YEAR = "2000",
PAGES = "II: 18-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140113"}
@book{bb144162,
AUTHOR = "Georgescu, B.",
TITLE = "HEIV based estimation",
PUBLISHER = "Online",
YEAR = "2002",
MONTH = "September",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140114"}
@article{bb144163,
AUTHOR = "Landgrebe, T.C.W. and Duin, R.P.W.",
TITLE = "Approximating the multiclass ROC by pairwise analysis",
JOURNAL = PRL,
VOLUME = "28",
YEAR = "2007",
NUMBER = "13",
MONTH = "October",
PAGES = "1747-1758",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140115"}
@article{bb144164,
AUTHOR = "Waegeman, W. and de Baets, B. and Boullart, L.",
TITLE = "ROC analysis in ordinal regression learning",
JOURNAL = PRL,
VOLUME = "29",
YEAR = "2008",
NUMBER = "1",
MONTH = "January",
PAGES = "1-9",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140116"}
@article{bb144165,
AUTHOR = "Marrocco, C. and Duin, R.P.W. and Tortorella, F.",
TITLE = "Maximizing the area under the ROC curve by pairwise feature combination",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "6",
MONTH = "June",
PAGES = "1961-1974",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140117"}
@article{bb144166,
AUTHOR = "Chen, D.M. and Wei, H.",
TITLE = "The effect of spatial autocorrelation and class proportion on the
accuracy measures from different sampling designs",
JOURNAL = PandRS,
VOLUME = "64",
YEAR = "2009",
NUMBER = "2",
MONTH = "March",
PAGES = "140-150",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140118"}
@article{bb144167,
AUTHOR = "Chatelain, C. and Adam, S. and Lecourtier, Y. and Heutte, L. and Paquet, T.",
TITLE = "A multi-model selection framework for unknown and/or evolutive
misclassification cost problems",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "3",
MONTH = "March",
PAGES = "815-823",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140119"}
@article{bb144168,
AUTHOR = "Ooms, D. and Palm, R. and Leemans, V. and Destain, M.F.",
TITLE = "A sorting optimization curve with quality and yield requirements",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "9",
MONTH = "July",
PAGES = "983-990",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140120"}
@article{bb144169,
AUTHOR = "Schubert, C.M. and Thorsen, S.N. and Oxley, M.E.",
TITLE = "The ROC manifold for classification systems",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "2",
MONTH = "February",
PAGES = "350-362",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140121"}
@article{bb144170,
AUTHOR = "Wunderlich, A. and Noo, F.",
TITLE = "A Nonparametric Procedure for Comparing the Areas Under Correlated LROC
Curves",
JOURNAL = MedImg,
VOLUME = "31",
YEAR = "2012",
NUMBER = "11",
MONTH = "November",
PAGES = "2050-2061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140122"}
@article{bb144171,
AUTHOR = "Rodriguez, J.D. and Perez, A. and Lozano, J.A.",
TITLE = "A general framework for the statistical analysis of the sources of
variance for classification error estimators",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "855-864",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140123"}
@article{bb144172,
AUTHOR = "Atashpaz Gargari, E. and Sima, C. and Braga Neto, U.M. and Dougherty, E.R.",
TITLE = "Relationship between the accuracy of classifier error estimation and
complexity of decision boundary",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "5",
MONTH = "May",
PAGES = "1315-1322",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140124"}
@article{bb144173,
AUTHOR = "Hand, D.J. and Anagnostopoulos, C.",
TITLE = "When is the area under the receiver operating characteristic curve an
appropriate measure of classifier performance?",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "5",
MONTH = "April",
PAGES = "492-495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140125"}
@article{bb144174,
AUTHOR = "Hand, D.J. and Anagnostopoulos, C.",
TITLE = "A better Beta for the H measure of classification performance",
JOURNAL = PRL,
VOLUME = "40",
YEAR = "2014",
NUMBER = "1",
PAGES = "41-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140126"}
@article{bb144175,
AUTHOR = "Hernandez Orallo, J.",
TITLE = "ROC curves for regression",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "12",
PAGES = "3395-3411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140127"}
@article{bb144176,
AUTHOR = "Mas, J.F. and Filho, B.S. and Pontius, R.G. and Gutierrez, M.F. and Rodrigues, H.",
TITLE = "A Suite of Tools for ROC Analysis of Spatial Models",
JOURNAL = IJGI,
VOLUME = "2",
YEAR = "2013",
NUMBER = "3",
PAGES = "869-887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140128"}
@article{bb144177,
AUTHOR = "Bradley, A.P.",
TITLE = "Half-AUC for the evaluation of sensitive or specific classifiers",
JOURNAL = PRL,
VOLUME = "38",
YEAR = "2014",
NUMBER = "1",
PAGES = "93-98",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140129"}
@article{bb144178,
AUTHOR = "Clemencon, S. and Robbiano, S.",
TITLE = "Building confidence regions for the ROC surface",
JOURNAL = PRL,
VOLUME = "46",
YEAR = "2014",
NUMBER = "1",
PAGES = "67-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140130"}
@article{bb144179,
AUTHOR = "Sun, X. and Xu, W.C.",
TITLE = "Fast Implementation of DeLong's Algorithm for Comparing the Areas
Under Correlated Receiver Operating Characteristic Curves",
JOURNAL = SPLetters,
VOLUME = "21",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "1389-1393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140131"}
@article{bb144180,
AUTHOR = "Wen, Z. and Hu, Y. and Zhu, W.",
TITLE = "A Novel Classification Method of Halftone Image via Statistics
Matrices",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "11",
MONTH = "November",
PAGES = "4724-4736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140132"}
@article{bb144181,
AUTHOR = "Wang, S.J. and Li, D. and Petrick, N. and Sahiner, B. and Linguraru, M.G. and Summers, R.M.",
TITLE = "Optimizing area under the ROC curve using semi-supervised learning",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "1",
PAGES = "276-287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140133"}
@article{bb144182,
AUTHOR = "Bernard, S. and Chatelain, C. and Adam, S. and Sabourin, R.",
TITLE = "The Multiclass ROC Front method for cost-sensitive classification",
JOURNAL = PR,
VOLUME = "52",
YEAR = "2016",
NUMBER = "1",
PAGES = "46-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140134"}
@inproceedings{bb144183,
AUTHOR = "Dubos, C. and Bernard, S. and Adam, S. and Sabourin, R.",
TITLE = "ROC-based cost-sensitive classification with a reject option",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3320-3325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140135"}
@article{bb144184,
AUTHOR = "Wu, Y.J. and Chiang, C.T.",
TITLE = "ROC representation for the discriminability of multi-classification
markers",
JOURNAL = PR,
VOLUME = "60",
YEAR = "2016",
NUMBER = "1",
PAGES = "770-777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140136"}
@article{bb144185,
AUTHOR = "Wunderlich, A. and Goossens, B. and Abbey, C.K.",
TITLE = "Optimal Joint Detection and Estimation That Maximizes ROC-Type Curves",
JOURNAL = MedImg,
VOLUME = "35",
YEAR = "2016",
NUMBER = "9",
MONTH = "September",
PAGES = "2164-2173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140137"}
@article{bb144186,
AUTHOR = "Cook, J.A.",
TITLE = "ROC curves and nonrandom data",
JOURNAL = PRL,
VOLUME = "85",
YEAR = "2017",
NUMBER = "1",
PAGES = "35-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140138"}
@article{bb144187,
AUTHOR = "Wang, Z. and Farhand, S. and Tsechpenakis, G.",
TITLE = "Fading Affect Bias: Improving the Trade-Off Between Accuracy and
Efficiency in Feature Clustering",
JOURNAL = MVA,
VOLUME = "30",
YEAR = "2019",
NUMBER = "2",
MONTH = "March",
PAGES = "255-268",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140139"}
@inproceedings{bb144188,
AUTHOR = "Tsechpenakis, G. and Farhand, S. and Wang, Z.",
TITLE = "Fading Affect Bias: Improving the Trade-Off Between Accuracy and
Efficiency in Feature Clustering",
BOOKTITLE = WACV18,
YEAR = "2018",
PAGES = "775-783",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140139"}
@article{bb144189,
AUTHOR = "Omar, L. and Ivrissimtzis, I.",
TITLE = "Using theoretical ROC curves for analysing machine learning binary
classifiers",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "447-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140140"}
@article{bb144190,
AUTHOR = "Lai, H. and Xu, W.",
TITLE = "Statistical Properties of Kendall's Tau Under Contaminated Gaussian
Model With Applications in Random Signal Detection",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "655-659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140141"}
@article{bb144191,
AUTHOR = "Parmigiani, G.",
TITLE = "Receiver operating characteristic curves with an indeterminacy zone",
JOURNAL = PRL,
VOLUME = "136",
YEAR = "2020",
PAGES = "94-100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140142"}
@article{bb144192,
AUTHOR = "Song, M. and Shang, X. and Chang, C.I.",
TITLE = "3-D Receiver Operating Characteristic Analysis for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "8093-8115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140143"}
@article{bb144193,
AUTHOR = "Chang, C.I.",
TITLE = "An Effective Evaluation Tool for Hyperspectral Target Detection:
3D Receiver Operating Characteristic Curve Analysis",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "5131-5153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140144"}
@article{bb144194,
AUTHOR = "Rachakonda, A.R. and Bhatnagar, A.",
TITLE = "ARatio: Extending area under the ROC curve for probabilistic labels",
JOURNAL = PRL,
VOLUME = "150",
YEAR = "2021",
PAGES = "265-271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140145"}
@article{bb144195,
AUTHOR = "Dang, Z.Y. and Li, X. and Gu, B. and Deng, C. and Huang, H.",
TITLE = "Large-Scale Nonlinear AUC Maximization via Triply Stochastic
Gradients",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "3",
MONTH = "March",
PAGES = "1385-1398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140146"}
@article{bb144196,
AUTHOR = "Yu, X.Y. and Chen, Y.L. and Zhou, G.F. and Liu, Y. and Li, F.C. and Wang, Z.F.",
TITLE = "Error Refactor loss based on error analysis in image classification",
JOURNAL = IET-CV,
VOLUME = "16",
YEAR = "2022",
NUMBER = "2",
PAGES = "192-203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140147"}
@article{bb144197,
AUTHOR = "Li, K.Y. and Zhou, W.M. and Li, H. and Anastasio, M.A.",
TITLE = "A Hybrid Approach for Approximating the Ideal Observer for Joint
Signal Detection and Estimation Tasks by Use of Supervised Learning
and Markov-Chain Monte Carlo Methods",
JOURNAL = MedImg,
VOLUME = "41",
YEAR = "2022",
NUMBER = "5",
MONTH = "May",
PAGES = "1114-1124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140148"}
@article{bb144198,
AUTHOR = "Yang, Z.Y. and Xu, Q.Q. and Bao, S.L. and Cao, X.C. and Huang, Q.M.",
TITLE = "Learning With Multiclass AUC: Theory and Algorithms",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7747-7763",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140149"}
@article{bb144199,
AUTHOR = "Wang, Z.T. and Xu, Q.Q. and Yang, Z.Y. and Wen, P.S. and He, Y. and Cao, X.C. and Huang, Q.M.",
TITLE = "Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures
for Multi-label Classification",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "211-253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT140150"}
Last update:May 3, 2026 at 17:51:13