@inproceedings{bb147100,
        AUTHOR = "Risser Maroix, O. and Chamand, B.",
        TITLE = "What can we Learn by Predicting Accuracy?",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2389-2398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143038"}

@book{bb147101,
        AUTHOR = "Ueda, R. and Takeuchi, K. and Kashima, H.",
        TITLE = "Mitigating Observatio>
ICPR22"}

@inproceedings{bb147102,
        AUTHOR = "Pliushch, I. and Mundt, M. and Lupp, N. and Ramesh, V.",
        TITLE = "When Deep Classifiers Agree:
Analyzing Correlations Between Learning Order and Image Statistics",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VIII:397-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143040"}

@inproceedings{bb147103,
        AUTHOR = "Zhu, F. and Cheng, Z. and Zhang, X.Y. and Liu, C.L.",
        TITLE = "Rethinking Confidence Calibration for Failure Prediction",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXV:518-536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143041"}

@inproceedings{bb147104,
        AUTHOR = "Moayeri, M. and Pope, P. and Balaji, Y. and Feizi, S.",
        TITLE = "A Comprehensive Study of Image Classification Model Sensitivity to
Foregrounds, Backgrounds, and Visual Attributes",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "19065-19075",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143042"}

@inproceedings{bb147105,
        AUTHOR = "Poms, F. and Sarukkai, V. and Mullapudi, R.T. and Sohoni, N.S. and Mark, W.R. and Ramanan, D. and Fatahalian, K.",
        TITLE = "Low-Shot Validation: Active Importance Sampling for Estimating
Classifier Performance on Rare Categories",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "10685-10694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143043"}

@inproceedings{bb147106,
        AUTHOR = "Moraes, D. and Benevides, P. and Moreira, F.D. and Costa, H. and Caetano, M.",
        TITLE = "Exploring the Use of Classification Uncertainty to Improve
Classification Accuracy",
        BOOKTITLE = ISPRS21,
        YEAR = "2021",
        PAGES = "B3-2021: 81-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143044"}

@inproceedings{bb147107,
        AUTHOR = "Wang, C.Y. and Liao, H.Y.M. and Yeh, I.H. and Chuang, Y.Y. and Lin, Y.L.",
        TITLE = "Exploring the power of lightweight YOLOv4",
        BOOKTITLE = LPCV21,
        YEAR = "2021",
        PAGES = "779-788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143045"}

@article{bb147108,
        AUTHOR = "Deng, W.J. and Zheng, L.",
        TITLE = "AutoEval: Are Labels Always Necessary for Classifier Accuracy
Evaluation?",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1868-1880",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143046"}

@inproceedings{bb147109,
        AUTHOR = "Deng, W.J. and Zheng, L.",
        TITLE = "Are Labels Always Necessary for Classifier Accuracy Evaluation?",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15064-15073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143047"}

@inproceedings{bb147110,
        AUTHOR = "Sensoy, M. and Saleki, M. and Julier, S. and Aydogan, R. and Reid, J.",
        TITLE = "Misclassification Risk and Uncertainty Quantification in Deep
Classifiers",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2483-2491",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143048"}

@inproceedings{bb147111,
        AUTHOR = "Shen, Y.C. and Zhang, Z.L. and Sabuncu, M.R. and Sun, L.",
        TITLE = "Real-Time Uncertainty Estimation in Computer Vision via
Uncertainty-Aware Distribution Distillation",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "707-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143049"}

@inproceedings{bb147112,
        AUTHOR = "Serrat, J. and Ruiz, I.",
        TITLE = "Rank-based ordinal classification",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "8069-8076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143050"}

@inproceedings{bb147113,
        AUTHOR = "Burghouts, G.J.",
        TITLE = "Task-specific Novel Object Characterization",
        BOOKTITLE = HCAU20,
        YEAR = "2020",
        PAGES = "447-455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143051"}

@inproceedings{bb147114,
        AUTHOR = "Gao, J. and Hua, Y. and Hu, G.S. and Wang, C. and Robertson, N.M.",
        TITLE = "Reducing Distributional Uncertainty by Mutual Information Maximisation
and Transferable Feature Learning",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:587-605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143052"}

@inproceedings{bb147115,
        AUTHOR = "Philion, J. and Kar, A. and Fidler, S.",
        TITLE = "Learning to Evaluate Perception Models Using Planner-Centric Metrics",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14052-14061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143053"}

@inproceedings{bb147116,
        AUTHOR = "Wang, P. and Vasconcelos, N.M.",
        TITLE = "SCOUT: Self-Aware Discriminant Counterfactual Explanations",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8978-8987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143054"}

@inproceedings{bb147117,
        AUTHOR = "Simon, D. and Farber, M. and Goldenberg, R.",
        TITLE = "Auto-Annotation Quality Prediction for Semi-Supervised Learning with
Ensembles",
        BOOKTITLE = VL3W20,
        YEAR = "2020",
        PAGES = "3984-3988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143055"}

@inproceedings{bb147118,
        AUTHOR = "Branchaud Charron, F. and Achkar, A. and Jodoin, P.M.",
        TITLE = "Spectral Metric for Dataset Complexity Assessment",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3210-3219",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143056"}

@inproceedings{bb147119,
        AUTHOR = "Das, D. and Ghosh, R. and Bhowmick, B.",
        TITLE = "Deep Representation Learning Characterized by Inter-Class Separation
for Image Clustering",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "628-637",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143057"}

@inproceedings{bb147120,
        AUTHOR = "Chen, Z.Q. and Du, C.D. and Huang, L.J. and Li, D. and He, H.G.",
        TITLE = "Improving Image Classification Performance with Automatically
Hierarchical Label Clustering",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1863-1868",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143058"}

@inproceedings{bb147121,
        AUTHOR = "Fawzi, A. and Frossard, P.",
        TITLE = "Measuring the effect of nuisance variables on classifiers",
        BOOKTITLE = BMVC16,
        YEAR = "2016",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143059"}

@inproceedings{bb147122,
        AUTHOR = "Mendiola Lau, V. and Silva Mata, F.J. and Calana, Y.P. and Bustamante, I.T. and de Marsico, M.",
        TITLE = "Bio-Chemical Data Classification by Dissimilarity Representation and
Template Selection",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "374-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143060"}

@inproceedings{bb147123,
        AUTHOR = "Barddal, J.P. and Gomes, H.M. and de Souza Britto, A. and Enembreck, F.",
        TITLE = "A benchmark of classifiers on feature drifting data streams",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2180-2185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143061"}

@inproceedings{bb147124,
        AUTHOR = "Wang, D. and Tan, X.Y.",
        TITLE = "Label-Denoising Auto-encoder for Classification with Inaccurate
Supervision Information",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3648-3653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT143062"}

@inproceedings{bb147125,
        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#TT143063"}

@inproceedings{bb147126,
        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#TT143064"}

@inproceedings{bb147127,
        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#TT143065"}

@inproceedings{bb147128,
        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#TT143066"}

@inproceedings{bb147129,
        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#TT143067"}

@inproceedings{bb147130,
        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#TT143068"}

@inproceedings{bb147131,
        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#TT143069"}

@inproceedings{bb147132,
        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#TT143070"}

@inproceedings{bb147133,
        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#TT143071"}

@inproceedings{bb147134,
        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#TT143072"}

@inproceedings{bb147135,
        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#TT143073"}

@inproceedings{bb147136,
        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#TT143074"}

@inproceedings{bb147137,
        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#TT143075"}

@inproceedings{bb147138,
        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#TT143076"}

@inproceedings{bb147139,
        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#TT143077"}

@inproceedings{bb147140,
        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#TT143078"}

@inproceedings{bb147141,
        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#TT143079"}

@inproceedings{bb147142,
        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#TT143080"}

@inproceedings{bb147143,
        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#TT143081"}

@inproceedings{bb147144,
        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#TT143082"}

@inproceedings{bb147145,
        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#TT143083"}

@inproceedings{bb147146,
        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#TT143084"}

@inproceedings{bb147147,
        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#TT143085"}

@inproceedings{bb147148,
        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#TT143086"}

@inproceedings{bb147149,
        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#TT143087"}

@inproceedings{bb147150,
        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#TT143088"}

@inproceedings{bb147151,
        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#TT143089"}

@inproceedings{bb147152,
        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#TT143090"}

@inproceedings{bb147153,
        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#TT143091"}

@inproceedings{bb147154,
        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#TT143092"}

@inproceedings{bb147155,
        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#TT143093"}

@inproceedings{bb147156,
        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#TT143094"}

@inproceedings{bb147157,
        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#TT143095"}

@inproceedings{bb147158,
        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#TT143096"}

@inproceedings{bb147159,
        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#TT143097"}

@inproceedings{bb147160,
        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#TT143098"}

@inproceedings{bb147161,
        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#TT143099"}

@inproceedings{bb147162,
        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#TT143100"}

@inproceedings{bb147163,
        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#TT143101"}

@inproceedings{bb147164,
        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#TT143102"}

@inproceedings{bb147165,
        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#TT143103"}

@inproceedings{bb147166,
        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#TT143104"}

@inproceedings{bb147167,
        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#TT143105"}

@inproceedings{bb147168,
        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#TT143106"}

@inproceedings{bb147169,
        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#TT143107"}

@inproceedings{bb147170,
        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#TT143108"}

@inproceedings{bb147171,
        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#TT143109"}

@inproceedings{bb147172,
        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#TT143110"}

@inproceedings{bb147173,
        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#TT143111"}

@article{bb147174,
        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#TT143112"}

@article{bb147175,
        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#TT143113"}

@article{bb147176,
        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#TT143114"}

@article{bb147177,
        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#TT143115"}

@article{bb147178,
        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#TT143116"}

@article{bb147179,
        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#TT143117"}

@article{bb147180,
        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#TT143118"}

@article{bb147181,
        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#TT143119"}

@article{bb147182,
        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#TT143120"}

@article{bb147183,
        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#TT143121"}

@article{bb147184,
        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#TT143122"}

@article{bb147185,
        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#TT143123"}

@article{bb147186,
        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#TT143124"}

@article{bb147187,
        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#TT143125"}

@article{bb147188,
        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#TT143126"}

@inproceedings{bb147189,
        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#TT143127"}

@article{bb147190,
        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#TT143128"}

@book{bb147191,
        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#TT143129"}

@article{bb147192,
        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#TT143130"}

@article{bb147193,
        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#TT143131"}

@article{bb147194,
        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#TT143132"}

@article{bb147195,
        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#TT143133"}

@article{bb147196,
        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#TT143134"}

@article{bb147197,
        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#TT143135"}

@article{bb147198,
        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#TT143136"}

@article{bb147199,
        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#TT143137"}

Last update:Oct 8, 2026 at 11:03:09