@article{bb129400,
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#TT125464"}
@article{bb129401,
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#TT125465"}
@inproceedings{bb129402,
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#TT125466"}
@inproceedings{bb129403,
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#TT125467"}
@article{bb129404,
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#TT125468"}
@article{bb129405,
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#TT125469"}
@article{bb129406,
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#TT125470"}
@inproceedings{bb129407,
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#TT125471"}
@book{bb129408,
AUTHOR = "Georgescu, B.",
TITLE = "HEIV based estimation",
PUBLISHER = "Online",
YEAR = "2002",
MONTH = "September",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125472"}
@article{bb129409,
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#TT125473"}
@article{bb129410,
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#TT125474"}
@article{bb129411,
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#TT125475"}
@article{bb129412,
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#TT125476"}
@article{bb129413,
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#TT125477"}
@article{bb129414,
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#TT125478"}
@article{bb129415,
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#TT125479"}
@article{bb129416,
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#TT125480"}
@article{bb129417,
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#TT125481"}
@article{bb129418,
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#TT125482"}
@article{bb129419,
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#TT125483"}
@article{bb129420,
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#TT125484"}
@article{bb129421,
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#TT125485"}
@article{bb129422,
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#TT125486"}
@article{bb129423,
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#TT125487"}
@article{bb129424,
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#TT125488"}
@article{bb129425,
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#TT125489"}
@article{bb129426,
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#TT125490"}
@article{bb129427,
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#TT125491"}
@article{bb129428,
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#TT125492"}
@inproceedings{bb129429,
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#TT125493"}
@article{bb129430,
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#TT125494"}
@article{bb129431,
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#TT125495"}
@article{bb129432,
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#TT125496"}
@article{bb129433,
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#TT125497"}
@inproceedings{bb129434,
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#TT125497"}
@article{bb129435,
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#TT125498"}
@article{bb129436,
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#TT125499"}
@article{bb129437,
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#TT125500"}
@article{bb129438,
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#TT125501"}
@article{bb129439,
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#TT125502"}
@article{bb129440,
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#TT125503"}
@article{bb129441,
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#TT125504"}
@article{bb129442,
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#TT125505"}
@article{bb129443,
AUTHOR = "Li, K. 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#TT125506"}
@article{bb129444,
AUTHOR = "Yang, Z.Y. and Xu, Q.Q. and Bao, S. 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#TT125507"}
@article{bb129445,
AUTHOR = "Carrington, A.M. and Manuel, D.G. and Fieguth, P.W. and Ramsay, T. and Osmani, V. and Wernly, B. and Bennett, C. and Hawken, S. and Magwood, O. and Sheikh, Y. and McInnes, M. and Holzinger, A.",
TITLE = "Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved
Classifier Selection, Audit and Explanation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "329-341",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125508"}
@article{bb129446,
AUTHOR = "Yang, Z.Y. and Xu, Q.Q. and Bao, S. and He, Y. and Cao, X.C. and Huang, Q.M.",
TITLE = "Optimizing Two-Way Partial AUC With an End-to-End Framework",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "10228-10246",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125509"}
@article{bb129447,
AUTHOR = "Yang, Z.Y. and Xu, Q.Q. and Hou, W.Z. and Bao, S.L. and He, Y. and Cao, X.C. and Huang, Q.M.",
TITLE = "Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic
Perturbations",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15494-15511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125510"}
@article{bb129448,
AUTHOR = "Xu, J.Y.",
TITLE = "On the bias in the AUC variance estimate",
JOURNAL = PRL,
VOLUME = "178",
YEAR = "2024",
PAGES = "62-68",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125511"}
@article{bb129449,
AUTHOR = "Xie, Z. and Liu, Y. and He, H.Y. and Li, M. and Zhou, Z.H.",
TITLE = "Weakly Supervised AUC Optimization: A Unified Partial AUC Approach",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "4780-4795",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125512"}
@article{bb129450,
AUTHOR = "Wen, P.S. and Xu, Q.Q. and Yang, Z.Y. and He, Y. and Huang, Q.M.",
TITLE = "Algorithm-Dependent Generalization of AUPRC Optimization:
Theory and Algorithm",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "7",
MONTH = "July",
PAGES = "5062-5079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125513"}
@inproceedings{bb129451,
AUTHOR = "Kienitz, D. and Komendantskaya, E. and Lones, M.",
TITLE = "Comparing Complexities of Decision Boundaries for Robust Training:
A Universal Approach",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VI:627-645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125514"}
@inproceedings{bb129452,
AUTHOR = "Adeodato, P. and Melo, S.",
TITLE = "Kolmogorov-Smirnov and ROC curve metrics for binary classification
performance assessment are equivalent",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "1194-1199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125515"}
@inproceedings{bb129453,
AUTHOR = "Garg, A. and Sani, D. and Anand, S.",
TITLE = "Learning Hierarchy Aware Features for Reducing Mistake Severity",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXIV:252-267",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125516"}
@inproceedings{bb129454,
AUTHOR = "Zheng, W.Q. and Xie, J. and Sun, X. and Ma, Z.Y.",
TITLE = "Structured Dropconnect for Uncertainty Inference in Image
Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "366-370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125517"}
@inproceedings{bb129455,
AUTHOR = "Qu, H.X. and Li, Y.C. and Foo, L.G. and Kuen, J. and Gu, J.X. and Liu, J.",
TITLE = "Improving the Reliability for Confidence Estimation",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVII:391-408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125518"}
@inproceedings{bb129456,
AUTHOR = "Corneanu, C.A. and Escalera, S. and Martinez, A.M.",
TITLE = "Computing the Testing Error Without a Testing Set",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2674-2682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125519"}
@inproceedings{bb129457,
AUTHOR = "Humayoo, M. and Cheng, X.Q.",
TITLE = "Model-free Knockoffs for SLOPE-Adaptive Variable Selection with
Controlled False Discovery Rate",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "302-307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125520"}
@inproceedings{bb129458,
AUTHOR = "Zhu, D.D. and Cui, Y.",
TITLE = "Understanding random guessing line in ROC curve",
BOOKTITLE = ICIVC17,
YEAR = "2017",
PAGES = "1156-1159",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125521"}
@inproceedings{bb129459,
AUTHOR = "Pirotti, F. and Sunar, F. and Piragnolo, M.",
TITLE = "Benchmark Of Machine Learning Methods For Classification Of A
Sentinel-2 Image",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B7: 335-340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125522"}
@inproceedings{bb129460,
AUTHOR = "Kabra, M. and Robie, A. and Branson, K.",
TITLE = "Understanding classifier errors by examining influential neighbors",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "3917-3925",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125523"}
@inproceedings{bb129461,
AUTHOR = "Brodersen, K.H. and Ong, C.S. and Stephan, K.E. and Buhmann, J.M.",
TITLE = "The Balanced Accuracy and Its Posterior Distribution",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "3121-3124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125524"}
@inproceedings{bb129462,
AUTHOR = "Brodersen, K.H. and Ong, C.S. and Stephan, K.E. and Buhmann, J.M.",
TITLE = "The Binormal Assumption on Precision-Recall Curves",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "4263-4266",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125525"}
@inproceedings{bb129463,
AUTHOR = "He, T.T. and Huo, Q.A.",
TITLE = "A study of a new misclassification measure for minimum classification
error training of prototype-based pattern classifiers",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125526"}
@inproceedings{bb129464,
AUTHOR = "Padmaja, T.M. and Dhulipalla, N. and Krishna, P.R. and Bapi, R.S. and Laha, A.",
TITLE = "An Unbalanced Data Classification Model Using Hybrid Sampling Technique
for Fraud Detection",
BOOKTITLE = PReMI07,
YEAR = "2007",
PAGES = "341-348",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125527"}
@inproceedings{bb129465,
AUTHOR = "Fisher, R.B.",
TITLE = "An Empirical Model for Saturation and Capacity in Classifier Spaces",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "IV: 189-193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125528"}
@inproceedings{bb129466,
AUTHOR = "Maloof, M.A.",
TITLE = "On machine learning, ROC analysis, and statistical tests of
significance",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 204-207",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125529"}
@inproceedings{bb129467,
AUTHOR = "Johnson, A.Y. and Bobick, A.F.",
TITLE = "Relationship between identification metrics:
Expected confusion and area under a ROC curve",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "III: 662-666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125530"}
@inproceedings{bb129468,
AUTHOR = "Rees, G.S. and Wright, W.A. and Greenway, P.",
TITLE = "ROC Method for the Evaluation of Multi-class
Segmentation/Classification Algorithms with Infrared Imagery",
BOOKTITLE = BMVC02,
YEAR = "2002",
PAGES = "Poster Session",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125531"}
@inproceedings{bb129469,
AUTHOR = "Menard, M. and Doget, T. and Shahin, A.",
TITLE = "Ambiguity Concept and Switching Regression Models",
BOOKTITLE = SCIA99,
YEAR = "1999",
PAGES = "Pattern Recognition",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125532"}
@inproceedings{bb129470,
AUTHOR = "Kanungo, T. and Gay, D.M. and Haralick, R.M.",
TITLE = "Constrained monotone regression of ROC curves and histograms using
splines and polynomials",
BOOKTITLE = ICIP95,
YEAR = "1995",
PAGES = "II: 292-295",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125533"}
@inproceedings{bb129471,
AUTHOR = "Grossman, T. and Lapedes, A.",
TITLE = "Noise sensitivity signatures for model selection",
BOOKTITLE = ICPR94,
YEAR = "1994",
PAGES = "B:213-218",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern606.html#TT125534"}
@article{bb129472,
AUTHOR = "Zaki, F.W. and Abd El Fattah, A.I. and Enab, Y.M. and El Konyaly, S.H.",
TITLE = "An ensemble average classifier for pattern recognition machines",
JOURNAL = PR,
VOLUME = "21",
YEAR = "1988",
NUMBER = "4",
PAGES = "327-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125535"}
@article{bb129473,
AUTHOR = "Chen, C.C. and Dubes, R.C. and Jain, A.K.",
TITLE = "Comments on 'An ensemble average classifier for pattern recognition
machines'",
JOURNAL = PR,
VOLUME = "23",
YEAR = "1990",
NUMBER = "6",
PAGES = "669",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125536"}
@inproceedings{bb129474,
AUTHOR = "Mandler, E. and Schurmann, J.",
TITLE = "Combining the Classification Results of Independent Classifiers Based
on the Dempster-Shafer Theory of Evidence",
BOOKTITLE = PRAI-88,
YEAR = "1988",
PAGES = "381-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125537"}
@article{bb129475,
AUTHOR = "Lumelsky, V.J.",
TITLE = "A combined algorithm for weighting the variables and clustering in the
clustering problem",
JOURNAL = PR,
VOLUME = "15",
YEAR = "1982",
NUMBER = "2",
PAGES = "53-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125538"}
@article{bb129476,
AUTHOR = "Mazurov, V.D. and Krivonogov, A.I. and Kazantsev, V.S.",
TITLE = "Solving of optimization and identification problems by the committee
methods",
JOURNAL = PR,
VOLUME = "20",
YEAR = "1987",
NUMBER = "4",
PAGES = "371-378",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125539"}
@article{bb129477,
AUTHOR = "Lu, Y. and Yamaoka, F.",
TITLE = "Fuzzy Integration of Classification Results",
JOURNAL = PR,
VOLUME = "30",
YEAR = "1997",
NUMBER = "11",
MONTH = "November",
PAGES = "1877-1891",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125540"}
@article{bb129478,
AUTHOR = "Ji, C.Y. and Ma, S.",
TITLE = "Combinations of Weak Classifiers",
JOURNAL = TNN,
VOLUME = "8",
YEAR = "1997",
NUMBER = "1",
MONTH = "January",
PAGES = "32-42",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125541"}
@article{bb129479,
AUTHOR = "Woods, K. and Kegelmeyer, W.P. and Bowyer, K.W.",
TITLE = "Combination of Multiple Classifiers Using Local Accuracy Estimates",
JOURNAL = PAMI,
VOLUME = "19",
YEAR = "1997",
NUMBER = "4",
MONTH = "April",
PAGES = "405-410",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125542"}
@inproceedings{bb129480,
AUTHOR = "Bowyer, K.W. and Kegelmeyer, W.P. and Woods, K.",
TITLE = "Combination of Multiple Classifiers Using Local Accuracy Estimates",
BOOKTITLE = CVPR96,
YEAR = "1996",
PAGES = "391-396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125542"}
@article{bb129481,
AUTHOR = "Kang, H.J. and Kim, K. and Kim, J.H.",
TITLE = "Optimal Approximation of Discrete Probability Distribution with
Kth-Order Dependency and Its Application to
Combining Multiple Classifiers",
JOURNAL = PRL,
VOLUME = "18",
YEAR = "1997",
NUMBER = "6",
MONTH = "June",
PAGES = "515-523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125543"}
@article{bb129482,
AUTHOR = "Bollacker, K.D. and Ghosh, J.",
TITLE = "Knowledge Reuse in Multiple Classifier Systems",
JOURNAL = PRL,
VOLUME = "18",
YEAR = "1997",
NUMBER = "11-13",
MONTH = "November",
PAGES = "1385-1390",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125544"}
@article{bb129483,
AUTHOR = "Fujino, A. and Ueda, N. and Saito, K.",
TITLE = "Semisupervised Learning for a Hybrid Generative/Discriminative
Classifier based on the Maximum Entropy Principle",
JOURNAL = PAMI,
VOLUME = "30",
YEAR = "2008",
NUMBER = "3",
MONTH = "March",
PAGES = "424-437",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125545"}
@article{bb129484,
AUTHOR = "Ueda, N.",
TITLE = "Optimal Linear Combination of Neural Networks for Improving
Classification Performance",
JOURNAL = PAMI,
VOLUME = "22",
YEAR = "2000",
NUMBER = "2",
MONTH = "February",
PAGES = "207-215",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125546"}
@article{bb129485,
AUTHOR = "Kleinberg, E.M.",
TITLE = "On the Algorithmic Implementation of Stochastic Discrimination",
JOURNAL = PAMI,
VOLUME = "22",
YEAR = "2000",
NUMBER = "5",
MONTH = "May",
PAGES = "473-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125547"}
@article{bb129486,
AUTHOR = "Saranli, A. and Demirekler, M.",
TITLE = "A statistical unified framework for rank-based multiple classifier
decision combination",
JOURNAL = PR,
VOLUME = "34",
YEAR = "2001",
NUMBER = "4",
MONTH = "April",
PAGES = "865-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125548"}
@inproceedings{bb129487,
AUTHOR = "Saranli, A. and Demirekler, M.",
TITLE = "A Unified View of Rank-based Decision Combination",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 479-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125549"}
@article{bb129488,
AUTHOR = "Saranli, A. and Demirekler, M.",
TITLE = "On output independence and complementariness in rank-based multiple
classifier decision systems",
JOURNAL = PR,
VOLUME = "34",
YEAR = "2001",
NUMBER = "12",
MONTH = "December",
PAGES = "2319-2330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125550"}
@article{bb129489,
AUTHOR = "Altincay, H. and Demirekler, M.",
TITLE = "Undesirable effects of output normalization in multiple classifier
systems",
JOURNAL = PRL,
VOLUME = "24",
YEAR = "2003",
NUMBER = "9-10",
MONTH = "June",
PAGES = "1163-1170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125551"}
@inproceedings{bb129490,
AUTHOR = "Altincay, H. and Demirekler, M.",
TITLE = "Why does output normalization create problems in multiple classifier
systems?",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 775-778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125552"}
@article{bb129491,
AUTHOR = "Sasikala, K.R. and Petrou, M.",
TITLE = "Properties of the generalised fuzzy aggregation operators",
JOURNAL = PRL,
VOLUME = "22",
YEAR = "2001",
NUMBER = "1",
MONTH = "January",
PAGES = "15-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125553"}
@inproceedings{bb129492,
AUTHOR = "Petrou, M. and Sasikala, K.R.",
TITLE = "On the Relationship between Neural Networks and Fuzzy Reasoning",
BOOKTITLE = ICPR96,
YEAR = "1996",
PAGES = "IV: 239-243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125554"}
@article{bb129493,
AUTHOR = "Parikh, C.R. and Pont, M.J. and Jones, N.B.",
TITLE = "Application of Dempster-Shafer Theory in Condition Monitoring Applications:
A Case Study",
JOURNAL = PRL,
VOLUME = "22",
YEAR = "2001",
NUMBER = "6-7",
MONTH = "May",
PAGES = "777-785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125555"}
@article{bb129494,
AUTHOR = "Luo, Y. and Chambers, J.A. and Lambotharan, S.",
TITLE = "Global convergence and mixing parameter selection in the
cross-correlation constant modulus algorithm for the
multi-user environment",
JOURNAL = VISP,
VOLUME = "148",
YEAR = "2001",
NUMBER = "1",
MONTH = "February",
PAGES = "9-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125556"}
@article{bb129495,
AUTHOR = "Valev, V. and Asaithambi, A.",
TITLE = "Multidimensional pattern recognition problems and combining classifiers",
JOURNAL = PRL,
VOLUME = "22",
YEAR = "2001",
NUMBER = "12",
MONTH = "October",
PAGES = "1291-1297",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125557"}
@article{bb129496,
AUTHOR = "Valev, V.",
TITLE = "Supervised pattern recognition by parallel feature partitioning",
JOURNAL = PR,
VOLUME = "37",
YEAR = "2004",
NUMBER = "3",
MONTH = "March",
PAGES = "463-467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125558"}
@inproceedings{bb129497,
AUTHOR = "Valev, V. and Yanev, N.",
TITLE = "Classification using graph partitioning",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "1261-1264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125559"}
@article{bb129498,
AUTHOR = "Valev, V.",
TITLE = "From binary features to Non-Reducible Descriptors in supervised
pattern recognition problems",
JOURNAL = PRL,
VOLUME = "45",
YEAR = "2014",
NUMBER = "1",
PAGES = "106-114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125560"}
@article{bb129499,
AUTHOR = "Kupinski, M.A. and Anastasio, M.A.",
TITLE = "Multiobjective genetic optimization of diagnostic classifiers with
implications for generating receiver operating characteristic curves",
JOURNAL = MedImg,
VOLUME = "18",
YEAR = "1999",
NUMBER = "8",
MONTH = "August",
PAGES = "675-685",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern607.html#TT125561"}
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