@article{bb127900,
AUTHOR = "Gweon, H. and Yu, H.",
TITLE = "How reliable is your reliability diagram?",
JOURNAL = PRL,
VOLUME = "125",
YEAR = "2019",
PAGES = "687-693",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123975"}
@article{bb127901,
AUTHOR = "Hanczar, B.",
TITLE = "Performance visualization spaces for classification with rejection
option",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106984",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123976"}
@article{bb127902,
AUTHOR = "Radoux, J. and Waldner, F. and Bogaert, P.",
TITLE = "How Response Designs and Class Proportions Affect the Accuracy of
Validation Data",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123977"}
@article{bb127903,
AUTHOR = "Elmes, A. and Alemohammad, H. and Avery, R. and Caylor, K. and Eastman, J.R. and Fishgold, L. and Friedl, M.A. and Jain, M. and Kohli, D. and Bayas, J.C.L. and Lunga, D. and McCarty, J.L. and Pontius, R.G. and Reinmann, A.B. and Rogan, J. and Song, L. and Stoynova, H. and Ye, S. and Yi, Z.F. and Estes, L.",
TITLE = "Accounting for Training Data Error in Machine Learning Applied to
Earth Observations",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123978"}
@article{bb127904,
AUTHOR = "Soleymani, R. and Granger, E. and Fumera, G.",
TITLE = "F-measure curves: A tool to visualize classifier performance under
imbalance",
JOURNAL = PR,
VOLUME = "100",
YEAR = "2020",
PAGES = "107146",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123979"}
@article{bb127905,
AUTHOR = "Jeong, M. and Dytso, A. and Cardone, M.",
TITLE = "Gradient of Error Probability of M-ary Hypothesis Testing Problems
Under Multivariate Gaussian Noise",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1909-1913",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123980"}
@article{bb127906,
AUTHOR = "Radoux, J. and Bogaert, P.",
TITLE = "About the Pitfall of Erroneous Validation Data in the Estimation of
Confusion Matrices",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123981"}
@article{bb127907,
AUTHOR = "Wang, P. and Fan, E. and Wang, P.",
TITLE = "Comparative analysis of image classification algorithms based on
traditional machine learning and deep learning",
JOURNAL = PRL,
VOLUME = "141",
YEAR = "2021",
PAGES = "61-67",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123982"}
@article{bb127908,
AUTHOR = "Tan, Q.L. and Guo, B. and Hu, J. and Dong, X.F. and Hu, J.P.",
TITLE = "Object-oriented remote sensing image information extraction method
based on multi-classifier combination and deep learning algorithm",
JOURNAL = PRL,
VOLUME = "141",
YEAR = "2021",
PAGES = "32-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123983"}
@article{bb127909,
AUTHOR = "Espinosa, S. and Silva, J.F. and Piantanida, P.",
TITLE = "Finite-Length Bounds on Hypothesis Testing Subject to Vanishing Type
I Error Restrictions",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "229-233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123984"}
@article{bb127910,
AUTHOR = "Yousef, W.A.",
TITLE = "Estimating the standard error of cross-Validation-Based estimators of
classifier performance",
JOURNAL = PRL,
VOLUME = "146",
YEAR = "2021",
PAGES = "115-125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123985"}
@article{bb127911,
AUTHOR = "Tavakkol, B. and Choi, J. and Jeong, M.K. and Albin, S.L.",
TITLE = "Object-based cluster validation with densities",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123986"}
@article{bb127912,
AUTHOR = "Lee, J. and Han, M. and Lee, J.S.",
TITLE = "Convergence analysis of connection center evolution and faster
clustering",
JOURNAL = PR,
VOLUME = "127",
YEAR = "2022",
PAGES = "108639",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123987"}
@article{bb127913,
AUTHOR = "Tank, A. and Covert, I. and Foti, N. and Shojaie, A. and Fox, E.B.",
TITLE = "Neural Granger Causality",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "8",
MONTH = "August",
PAGES = "4267-4279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123988"}
@article{bb127914,
AUTHOR = "Li, C.Y. and Li, Z. and Liu, X.X. and Li, S.T.",
TITLE = "The Influence of Image Degradation on Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123989"}
@article{bb127915,
AUTHOR = "Foody, G.M.",
TITLE = "Global and Local Assessment of Image Classification Quality on an
Overall and Per-Class Basis without Ground Reference Data",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123990"}
@article{bb127916,
AUTHOR = "Ali, M. and Berrendorf, M. and Hoyt, C.T. and Vermue, L. and Galkin, M. and Sharifzadeh, S. and Fischer, A. and Tresp, V. and Lehmann, J.",
TITLE = "Bringing Light Into the Dark: A Large-Scale Evaluation of Knowledge
Graph Embedding Models Under a Unified Framework",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8825-8845",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123991"}
@article{bb127917,
AUTHOR = "Maldonado, S. and Saltos, R. and Vairetti, C. and Delpiano, J.",
TITLE = "Mitigating the effect of dataset shift in clustering",
JOURNAL = PR,
VOLUME = "134",
YEAR = "2023",
PAGES = "109058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123992"}
@article{bb127918,
AUTHOR = "Yamaguchi, T. and Murakawa, M.",
TITLE = "Mixup gamblers+: Learning interpolated pseudo 'uncertainty' in latent
feature space for reliable inference",
JOURNAL = PRL,
VOLUME = "164",
YEAR = "2022",
PAGES = "191-199",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123993"}
@article{bb127919,
AUTHOR = "Ahmadzadeh, A. and Kempton, D.J. and Martens, P.C. and Angryk, R.A.",
TITLE = "Contingency Space: A Semimetric Space for Classification Evaluation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1501-1513",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123994"}
@article{bb127920,
AUTHOR = "Wang, J.T. and Qian, Y.H. and Li, F.J. and Liang, J. and Zhang, Q.F.",
TITLE = "Generalization Performance of Pure Accuracy and its Application in
Selective Ensemble Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1798-1816",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123995"}
@article{bb127921,
AUTHOR = "Franti, P. and Mariescu Istodor, R.",
TITLE = "Soft precision and recall",
JOURNAL = PRL,
VOLUME = "167",
YEAR = "2023",
PAGES = "115-121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123996"}
@article{bb127922,
AUTHOR = "Masana, M. and Liu, X. and Twardowski, B. and Menta, M. and Bagdanov, A.D. and van de Weijer, J.",
TITLE = "Class-Incremental Learning: Survey and Performance Evaluation on
Image Classification",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5513-5533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123997"}
@article{bb127923,
AUTHOR = "Viering, T. and Loog, M.",
TITLE = "The Shape of Learning Curves: A Review",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "7799-7819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123998"}
@article{bb127924,
AUTHOR = "Chen, Q.Q. and Cao, F.Y. and Xing, Y. and Liang, J.",
TITLE = "Evaluating Classification Model Against Bayes Error Rate",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9639-9653",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT123999"}
@article{bb127925,
AUTHOR = "Zhou, J.K. and Wang, P.C. and Tang, J.S. and Wang, F. and Liu, Q. and Li, H. and Jin, R.",
TITLE = "What Limits the Performance of Local Self-attention?",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "2516-2528",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124000"}
@article{bb127926,
AUTHOR = "Qu, H.X. and Foo, L.G. and Li, Y.C. and Liu, J.",
TITLE = "Towards More Reliable Confidence Estimation",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13152-13169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124001"}
@article{bb127927,
AUTHOR = "Liu, S.X.",
TITLE = "Enhancing Training Data Quality With Visual Analytics",
JOURNAL = Computer,
VOLUME = "56",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "4-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124002"}
@article{bb127928,
AUTHOR = "Campello, B.S.C. and Duarte, L.T. and Romano, J.M.T.",
TITLE = "Multicriteria decision support employing adaptive prediction in a
tensor-based feature representation",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "52-56",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124003"}
@article{bb127929,
AUTHOR = "Zhang, X. and Wei, W. and Zhang, Z. and Zhang, L. and Li, W.",
TITLE = "Milstein-driven neural stochastic differential equation model with
uncertainty estimates",
JOURNAL = PRL,
VOLUME = "174",
YEAR = "2023",
PAGES = "71-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124004"}
@article{bb127930,
AUTHOR = "Huang, Y. and Zhang, Z. and Huang, Y. and Wu, Q. and Huang, H. and Zhong, Y. and Wang, L.",
TITLE = "Customized meta-dataset for automatic classifier accuracy evaluation",
JOURNAL = PR,
VOLUME = "146",
YEAR = "2024",
PAGES = "110026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124005"}
@article{bb127931,
AUTHOR = "Montalvao, J. and Duarte, D. and Boccato, L.",
TITLE = "A coincidence detection perspective for the maximum mean discrepancy",
JOURNAL = PRL,
VOLUME = "177",
YEAR = "2024",
PAGES = "20-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124006"}
@article{bb127932,
AUTHOR = "Liu, Z.W. and Miao, Z.Q. and Zhan, X.H. and Wang, J.Y. and Gong, B.Q. and Yu, S.X.",
TITLE = "Open Long-Tailed Recognition in a Dynamic World",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "3",
MONTH = "March",
PAGES = "1836-1851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124007"}
@inproceedings{bb127933,
AUTHOR = "Liu, Z.W. and Miao, Z.Q. and Zhan, X.H. and Wang, J.Y. and Gong, B.Q. and Yu, S.X.",
TITLE = "Large-Scale Long-Tailed Recognition in an Open World",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "2532-2541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124008"}
@inproceedings{bb127934,
AUTHOR = "Metzen, J.H. and Hutmacher, R. and Hua, N.G. and Boreiko, V. and Zhang, D.",
TITLE = "Identification of Systematic Errors of Image Classifiers on Rare
Subgroups",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "5041-5050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124009"}
@inproceedings{bb127935,
AUTHOR = "Minatel, D. and Parmezan, A.R.S. and Curi, M. and de Andrade Lopes, A.",
TITLE = "DIF-SR: A Differential Item Functioning-based Sample Reweighting Method",
BOOKTITLE = CIARP23,
YEAR = "2023",
PAGES = "I:630-645",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124010"}
@inproceedings{bb127936,
AUTHOR = "Mukhoti, J. and Kirsch, A. and van Amersfoort, J. and Torr, P.H.S. and Gal, Y.",
TITLE = "Deep Deterministic Uncertainty: A New Simple Baseline",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24384-24394",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124011"}
@inproceedings{bb127937,
AUTHOR = "Jiang, Q. and Chen, C.Y. and Zhao, H. and Chen, L.Q. and Ping, Q. and Tran, S.D. and Xu, Y. and Zeng, B. and Chilimbi, T.",
TITLE = "Understanding and Constructing Latent Modality Structures in
Multi-Modal Representation Learning",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7661-7671",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124012"}
@inproceedings{bb127938,
AUTHOR = "Wang, D.B. and Li, L.Q. and Zhao, P. and Heng, P.A. and Zhang, M.L.",
TITLE = "On the Pitfall of Mixup for Uncertainty Calibration",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "7609-7618",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124013"}
@inproceedings{bb127939,
AUTHOR = "Agarwal, A. and Ratha, N. and Vatsa, M. and Singh, R.",
TITLE = "Benchmarking Robustness Beyond LP Norm Adversaries",
BOOKTITLE = AdvRob22,
YEAR = "2022",
PAGES = "342-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124014"}
@inproceedings{bb127940,
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#TT124015"}
@book{bb127941,
AUTHOR = "Ueda, R. and Takeuchi, K. and Kashima, H.",
TITLE = "Mitigating Observatio>
ICPR22"}
@inproceedings{bb127942,
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#TT124017"}
@inproceedings{bb127943,
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#TT124018"}
@inproceedings{bb127944,
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#TT124019"}
@inproceedings{bb127945,
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#TT124020"}
@inproceedings{bb127946,
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#TT124021"}
@inproceedings{bb127947,
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#TT124022"}
@article{bb127948,
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#TT124023"}
@inproceedings{bb127949,
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#TT124024"}
@inproceedings{bb127950,
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#TT124025"}
@inproceedings{bb127951,
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#TT124026"}
@inproceedings{bb127952,
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#TT124027"}
@inproceedings{bb127953,
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#TT124028"}
@inproceedings{bb127954,
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#TT124029"}
@inproceedings{bb127955,
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#TT124030"}
@inproceedings{bb127956,
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#TT124031"}
@inproceedings{bb127957,
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#TT124032"}
@inproceedings{bb127958,
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#TT124033"}
@inproceedings{bb127959,
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#TT124034"}
@inproceedings{bb127960,
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#TT124035"}
@inproceedings{bb127961,
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#TT124036"}
@inproceedings{bb127962,
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#TT124037"}
@inproceedings{bb127963,
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#TT124038"}
@inproceedings{bb127964,
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#TT124039"}
@inproceedings{bb127965,
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#TT124040"}
@inproceedings{bb127966,
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#TT124041"}
@inproceedings{bb127967,
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#TT124042"}
@inproceedings{bb127968,
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#TT124043"}
@inproceedings{bb127969,
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#TT124044"}
@inproceedings{bb127970,
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#TT124045"}
@inproceedings{bb127971,
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#TT124046"}
@inproceedings{bb127972,
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#TT124047"}
@inproceedings{bb127973,
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#TT124048"}
@inproceedings{bb127974,
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#TT124049"}
@inproceedings{bb127975,
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#TT124050"}
@inproceedings{bb127976,
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#TT124051"}
@inproceedings{bb127977,
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#TT124052"}
@inproceedings{bb127978,
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#TT124053"}
@inproceedings{bb127979,
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#TT124054"}
@inproceedings{bb127980,
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#TT124055"}
@inproceedings{bb127981,
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#TT124056"}
@inproceedings{bb127982,
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#TT124057"}
@inproceedings{bb127983,
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#TT124058"}
@inproceedings{bb127984,
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#TT124059"}
@inproceedings{bb127985,
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#TT124060"}
@inproceedings{bb127986,
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#TT124061"}
@inproceedings{bb127987,
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#TT124062"}
@inproceedings{bb127988,
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#TT124063"}
@inproceedings{bb127989,
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#TT124064"}
@inproceedings{bb127990,
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#TT124065"}
@inproceedings{bb127991,
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#TT124066"}
@inproceedings{bb127992,
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#TT124067"}
@inproceedings{bb127993,
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#TT124068"}
@inproceedings{bb127994,
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#TT124069"}
@inproceedings{bb127995,
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#TT124070"}
@inproceedings{bb127996,
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#TT124071"}
@inproceedings{bb127997,
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#TT124072"}
@inproceedings{bb127998,
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#TT124073"}
@inproceedings{bb127999,
AUTHOR = "Varma, M. and Zisserman, A.P.",
TITLE = "Classifying materials from images: to cluster or not to cluster?",
BOOKTITLE = Texture02,
YEAR = "2002",
PAGES = "139-144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT124074"}
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