@inproceedings{bb142900,
AUTHOR = "Zhu, K. and Wu, J.X.",
TITLE = "Residual Attention: A Simple but Effective Method for Multi-Label
Recognition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "184-193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138854"}
@inproceedings{bb142901,
AUTHOR = "Chen, M. and Wang, G.J. and Xue, J.H. and Ding, Z.J. and Sun, L.",
TITLE = "Enhance Via Decoupling: Improving Multi-Label Classifiers With
Variational Feature Augmentation",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "1329-1333",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138855"}
@inproceedings{bb142902,
AUTHOR = "Guo, H. and Wang, S.",
TITLE = "Long-Tailed Multi-Label Visual Recognition by Collaborative Training
on Uniform and Re-balanced Samplings",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15084-15093",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138856"}
@inproceedings{bb142903,
AUTHOR = "Lanchantin, J. and Wang, T.L. and Ordonez, V. and Qi, Y.J.",
TITLE = "General Multi-label Image Classification with Transformers",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16473-16483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138857"}
@inproceedings{bb142904,
AUTHOR = "Magri, L. and Leveni, F. and Boracchi, G.",
TITLE = "MultiLink: Multi-class Structure Recovery via Agglomerative
Clustering and Model Selection",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1853-1862",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138858"}
@inproceedings{bb142905,
AUTHOR = "Song, Z. and Chang, D.L. and Ma, Z.Y. and Li, X.X. and Tan, Z.H.",
TITLE = "CC-Loss: Channel Correlation Loss for Image Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "7601-7608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138859"}
@inproceedings{bb142906,
AUTHOR = "Li, Y.N. and Yang, L.",
TITLE = "More Correlations Better Performance: Fully Associative Networks for
Multi-label Image Classification",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "9437-9444",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138860"}
@inproceedings{bb142907,
AUTHOR = "Koßmann, D. and Wilhelm, T. and Fink, G.A.",
TITLE = "Towards Tackling Multi-Label Imbalances in Remote Sensing Imagery",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5782-5789",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138861"}
@inproceedings{bb142908,
AUTHOR = "Campos, L.S. and Salvadeo, D.H.P.",
TITLE = "Multi-label Classification of Panoramic Radiographic Images Using a
Convolutional Neural Network",
BOOKTITLE = ISVC20,
YEAR = "2020",
PAGES = "I:346-358",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138862"}
@inproceedings{bb142909,
AUTHOR = "Maeda, K. and Takahashi, S. and Ogawa, T. and Haseyama, M.",
TITLE = "Feature Integration Via Geometrical Supervised Multi-View Multi-Label
Canonical Correlation For Incomplete Label Assignment",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "46-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138863"}
@inproceedings{bb142910,
AUTHOR = "Ma, J.H. and Liu, Y.",
TITLE = "Latent Topic-aware Multi-label Classification",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XIV:558-573",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138864"}
@inproceedings{bb142911,
AUTHOR = "Li, J.B. and Zhang, C.Q. and Zhu, P.F. and Wu, B.Y. and Chen, L. and Hu, Q.H.",
TITLE = "SPL-MLL: Selecting Predictable Landmarks for Multi-label Learning",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IX:783-799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138865"}
@inproceedings{bb142912,
AUTHOR = "Wu, T. and Huang, Q.Q. and Liu, Z.W. and Wang, Y. and Lin, D.H.",
TITLE = "Distribution-balanced Loss for Multi-label Classification in
Long-tailed Datasets",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IV:162-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138866"}
@inproceedings{bb142913,
AUTHOR = "Oguz Yazici, V. and Gonzalez Garcia, A. and Ramisa, A. and Twardowski, B. and van de Weijer, J.",
TITLE = "Orderless Recurrent Models for Multi-Label Classification",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13437-13446",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138867"}
@inproceedings{bb142914,
AUTHOR = "Rajat and Varshney, M. and Singh, P. and Namboodiri, V.P.",
TITLE = "Minimizing Supervision in Multi-label Categorization",
BOOKTITLE = TCV20,
YEAR = "2020",
PAGES = "93-102",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138868"}
@inproceedings{bb142915,
AUTHOR = "Huynh, D. and Elhamifar, E.",
TITLE = "Interactive Multi-Label CNN Learning With Partial Labels",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "9420-9429",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138869"}
@inproceedings{bb142916,
AUTHOR = "Guan, Z.Q. and Yager, K.G. and Yu, D.T. and Qin, H.",
TITLE = "Multi-Label Visual Feature Learning with Attentional Aggregation",
BOOKTITLE = WACV20,
YEAR = "2020",
PAGES = "2190-2198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138870"}
@inproceedings{bb142917,
AUTHOR = "Trajdos, P. and Kurzynski, M.",
TITLE = "Dynamic Classifier Chains for Multi-label Learning",
BOOKTITLE = GCPR19,
YEAR = "2019",
PAGES = "567-580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138871"}
@inproceedings{bb142918,
AUTHOR = "Wang, Q. and Jia, N. and Breckon, T.P.",
TITLE = "A Baseline for Multi-Label Image Classification Using an Ensemble of
Deep Convolutional Neural Networks",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "644-648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138872"}
@inproceedings{bb142919,
AUTHOR = "Chen, Z. and Lin, J. and Wang, Z. and Chandrasekhar, V. and Lin, W.",
TITLE = "Beyond Ranking Loss:
Deep Holographic Networks for Multi-Label Video Search",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "879-883",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138873"}
@inproceedings{bb142920,
AUTHOR = "Abdelfattah, R. and Guo, Q. and Li, X.G. and Wang, X.F. and Wang, S.",
TITLE = "CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image
Classification",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1348-1357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138874"}
@inproceedings{bb142921,
AUTHOR = "Abdelfattah, R. and Zhang, X. and Wu, Z.Y. and Wu, X.Y. and Wang, X.F. and Wang, S.",
TITLE = "Plmcl: Partial-label Momentum Curriculum Learning for Multi-label Image
Classification",
BOOKTITLE = LLID22,
YEAR = "2022",
PAGES = "39-55",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138875"}
@inproceedings{bb142922,
AUTHOR = "Zhang, M.Y. and Li, C.S. and Wang, X.F.",
TITLE = "Multi-View Metric Learning for Multi-Label Image Classification",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "2134-2138",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138876"}
@inproceedings{bb142923,
AUTHOR = "Jiang, B. and Zhou, L. and Lin, L. and Xu, B. and Yu, J. and Zheng, X. and Wu, K.",
TITLE = "A Real-Time Multi-Label Classification System for Short Videos",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "534-538",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138877"}
@inproceedings{bb142924,
AUTHOR = "Guo, B. and Hou, C. and Shan, J. and Yi, D.",
TITLE = "Low Rank Multi-Label Classification with Missing Labels",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "417-422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138878"}
@inproceedings{bb142925,
AUTHOR = "Firman, M. and Campbell, N.D.F. and Agapito, L. and Brostow, G.J.",
TITLE = "DiverseNet: When One Right Answer is not Enough",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "5598-5607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138879"}
@inproceedings{bb142926,
AUTHOR = "Chu, H.M. and Yeh, C.K. and Wang, Y.C.A.F.",
TITLE = "Deep Generative Models for Weakly-Supervised Multi-Label Classification",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "II: 409-425",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138880"}
@inproceedings{bb142927,
AUTHOR = "Hong, D.F. and Yokoya, N. and Xu, J. and Zhu, X.X.",
TITLE = "Joint and Progressive Learning from High-Dimensional Data for
Multi-label Classification",
BOOKTITLE = ECCV18,
YEAR = "2018",
PAGES = "VIII: 478-493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138881"}
@inproceedings{bb142928,
AUTHOR = "Raimundo, M.M. and von Zuben, F.J.",
TITLE = "Many-Objective Ensemble-Based Multilabel Classification",
BOOKTITLE = CIARP17,
YEAR = "2017",
PAGES = "365-373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138882"}
@inproceedings{bb142929,
AUTHOR = "Xie, P. and Salakhutdinov, R. and Mou, L. and Xing, E.P.",
TITLE = "Deep Determinantal Point Process for Large-Scale Multi-label
Classification",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "473-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138883"}
@inproceedings{bb142930,
AUTHOR = "Ghosh, A. and Sekhar, C.C.",
TITLE = "Label Correlation Propagation for Semi-supervised Multi-label Learning",
BOOKTITLE = PReMI17,
YEAR = "2017",
PAGES = "52-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138884"}
@inproceedings{bb142931,
AUTHOR = "Singh, A.K. and Sekhar, C.C.",
TITLE = "A Two-Stage Conditional Random Field Model Based Framework for
Multi-Label Classification",
BOOKTITLE = PReMI17,
YEAR = "2017",
PAGES = "69-76",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138885"}
@inproceedings{bb142932,
AUTHOR = "Yang, H. and Zhou, J.T. and Cai, J. and Ong, Y.S.",
TITLE = "MIML-FCN+: Multi-Instance Multi-Label Learning via Fully
Convolutional Networks with Privileged Information",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "5996-6004",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138886"}
@article{bb142933,
AUTHOR = "Gong, M.G. and Gao, Y. and Wu, Y. and Zhang, Y.Q. and Qin, A.K. and Ong, Y.S.",
TITLE = "Heterogeneous Multi-Party Learning With Data-Driven Network Sampling",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "13328-13343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138887"}
@inproceedings{bb142934,
AUTHOR = "Zhu, F. and Li, H.S. and Ouyang, W.L. and Yu, N.H. and Wang, X.G.",
TITLE = "Learning Spatial Regularization with Image-Level Supervisions for
Multi-label Image Classification",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "2027-2036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138888"}
@inproceedings{bb142935,
AUTHOR = "Kimura, K. and Kudo, M. and Sun, L. and Koujaku, S.",
TITLE = "Fast random k-labELsets for large-scale multi-label classification",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "438-443",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138889"}
@inproceedings{bb142936,
AUTHOR = "Guo, Y.M. and Chung, F.L. and Li, G.Z.",
TITLE = "Multi-label learning with globAl densiTy fusiOn Mapping features",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "462-467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138890"}
@inproceedings{bb142937,
AUTHOR = "Sun, L. and Kudo, M. and Kimura, K.",
TITLE = "Multi-label classification with meta-label-specific features",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1612-1617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138891"}
@inproceedings{bb142938,
AUTHOR = "Norov Erdene, B. and Kudo, M. and Sun, L. and Kimura, K.",
TITLE = "Locality in multi-label classification problems",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "2319-2324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138892"}
@inproceedings{bb142939,
AUTHOR = "Kanehira, A. and Shin, A. and Harada, T.",
TITLE = "True-negative label selection for large-scale multi-label learning",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3673-3678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138893"}
@inproceedings{bb142940,
AUTHOR = "Li, C.H. and Kang, Q. and Ge, G.J. and Song, Q. and Lu, H.Q. and Cheng, J.",
TITLE = "DeepBE: Learning Deep Binary Encoding for Multi-label Classification",
BOOKTITLE = ChaLearn16,
YEAR = "2016",
PAGES = "744-751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138894"}
@inproceedings{bb142941,
AUTHOR = "Wang, J. and Yang, Y. and Mao, J. and Huang, Z. and Huang, C. and Xu, W.",
TITLE = "CNN-RNN: A Unified Framework for Multi-label Image Classification",
BOOKTITLE = CVPR16,
YEAR = "2016",
PAGES = "2285-2294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138895"}
@inproceedings{bb142942,
AUTHOR = "Yang, H. and Zhou, J.T.Y. and Cai, J.F.",
TITLE = "Improving Multi-label Learning with Missing Labels by Structured
Semantic Correlations",
BOOKTITLE = ECCV16,
YEAR = "2016",
PAGES = "I: 835-851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138896"}
@inproceedings{bb142943,
AUTHOR = "Kimura, K. and Kudo, M. and Sun, L.",
TITLE = "Simultaneous Nonlinear Label-Instance Embedding for Multi-label
Classification",
BOOKTITLE = SSSPR16,
YEAR = "2016",
PAGES = "15-25",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138897"}
@inproceedings{bb142944,
AUTHOR = "Kwok, J.T.",
TITLE = "Learning from High-Dimensional Data in Multitask/Multilabel
Classification",
BOOKTITLE = ACPR13,
YEAR = "2013",
PAGES = "16-17",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138898"}
@inproceedings{bb142945,
AUTHOR = "Sun, F.M. and Xu, M.X. and Jiang, X.J.",
TITLE = "Robust Multi-Label Image Classification with Semi-Supervised Learning
and Active Learning",
BOOKTITLE = MMMod15,
YEAR = "2015",
PAGES = "II: 512-523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138899"}
@inproceedings{bb142946,
AUTHOR = "Sechidis, K. and Nikolaou, N. and Brown, G.",
TITLE = "Information Theoretic Feature Selection in Multi-label Data through
Composite Likelihood",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "143-152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138900"}
@article{bb142947,
AUTHOR = "Zhang, L.F. and Shah, S.K. and Kakadiaris, I.A.",
TITLE = "Hierarchical Multi-label Classification using Fully Associative
Ensemble Learning",
JOURNAL = PR,
VOLUME = "70",
YEAR = "2017",
NUMBER = "1",
PAGES = "89-103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138901"}
@inproceedings{bb142948,
AUTHOR = "Zhang, L.F. and Shah, S.K. and Kakadiaris, I.A.",
TITLE = "Fully Associative Ensemble Learning for Hierarchical Multi-Label
Classification",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138902"}
@inproceedings{bb142949,
AUTHOR = "Reyes Pupo, O.G. and Morell, C. and Ventura Soto, S.",
TITLE = "ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "II:528-535",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138903"}
@inproceedings{bb142950,
AUTHOR = "Cai, X. and Nie, F.P. and Cai, W.D. and Huang, H.",
TITLE = "New Graph Structured Sparsity Model for Multi-label Image Annotations",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "801-808",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138904"}
@inproceedings{bb142951,
AUTHOR = "Kong, D.G. and Ding, C. and Huang, H. and Zhao, H.F.",
TITLE = "Multi-label ReliefF and F-statistic feature selections for image
annotation",
BOOKTITLE = CVPR12,
YEAR = "2012",
PAGES = "2352-2359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138905"}
@inproceedings{bb142952,
AUTHOR = "Nowak, S. and Llorente, A. and Motta, E. and Ruger, S.",
TITLE = "The effect of semantic relatedness measures on multi-label
classification evaluation",
BOOKTITLE = CIVR10,
YEAR = "2010",
PAGES = "303-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605ml1.html#TT138906"}
@article{bb142953,
AUTHOR = "Mattson, R.L. and Firschein, O.",
TITLE = "Feature Word Construction for Use with Pattern Recognition Algorithms:
An Experimental Study",
JOURNAL = JACM,
VOLUME = "10",
YEAR = "1963",
NUMBER = "4",
MONTH = "October",
PAGES = "458-477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138907"}
@article{bb142954,
AUTHOR = "Dressler, R.F. and Werner, W.",
TITLE = "Error Rates for Two Methods of Statistical Pattern Recognition",
JOURNAL = JACM,
VOLUME = "11",
YEAR = "1964",
NUMBER = "4",
MONTH = "October",
PAGES = "471-480",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138908"}
@article{bb142955,
AUTHOR = "Bledsoe, W.W.",
TITLE = "Some Results on Multicategory Pattern Recognition",
JOURNAL = JACM,
VOLUME = "13",
YEAR = "1966",
NUMBER = "2 April 1966",
MONTH = "April",
PAGES = "304-316",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138909"}
@article{bb142956,
AUTHOR = "Hughes, G.F.",
TITLE = "On the Mean Accuracy of Statistical Pattern Recognizers",
JOURNAL = IT,
VOLUME = "14",
YEAR = "1968",
NUMBER = "1",
MONTH = "January",
PAGES = "55-63",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138910"}
@article{bb142957,
AUTHOR = "Chow, C.K.",
TITLE = "On Optimum Recognition Error and Reject Trade-Offs",
JOURNAL = IT,
VOLUME = "16",
YEAR = "1970",
NUMBER = "1",
MONTH = "January",
PAGES = "41-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138911"}
@article{bb142958,
AUTHOR = "Rand, W.M.",
TITLE = "Objective Criteria for the Evaluation of Clustering Methods",
JOURNAL = ASAJ,
VOLUME = "66",
YEAR = "1971",
NUMBER = "336",
PAGES = "846-850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138912"}
@article{bb142959,
AUTHOR = "Preston, K.",
TITLE = "A Comparison of Analog and Digital Techniques for Pattern Recognition",
JOURNAL = PIEEE,
VOLUME = "60",
YEAR = "1972",
NUMBER = "10",
MONTH = "October",
PAGES = "1216-1231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138913"}
@article{bb142960,
AUTHOR = "Sacco, W.J. and Copes, W.S.",
TITLE = "Reduction of the class of feature evaluation techniques in pattern
analysis",
JOURNAL = PR,
VOLUME = "4",
YEAR = "1972",
NUMBER = "3",
MONTH = "October",
PAGES = "331-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138914"}
@article{bb142961,
AUTHOR = "Toussaint, G.T.",
TITLE = "Bibliography on Estimation of Misclassification",
JOURNAL = IT,
VOLUME = "20",
YEAR = "1974",
PAGES = "472-479",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138915"}
@article{bb142962,
AUTHOR = "Slagle, J.R. and Chang, C.L. and Lee, C.T.",
TITLE = "Experiments with Some Cluster Analysis Algorithms",
JOURNAL = PR,
VOLUME = "6",
YEAR = "1974",
NUMBER = "3-4",
MONTH = "December",
PAGES = "181-187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138916"}
@article{bb142963,
AUTHOR = "Milligan, G.W. and Isaac, P.D.",
TITLE = "The validation of four ultrametric clustering algorithms",
JOURNAL = PR,
VOLUME = "12",
YEAR = "1980",
NUMBER = "2",
PAGES = "41-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138917"}
@article{bb142964,
AUTHOR = "Bayne, C.K. and Beauchamp, J.J. and Begovich, C.L. and Kane, V.E.",
TITLE = "Monte Carlo comparisons of selected clustering procedures",
JOURNAL = PR,
VOLUME = "12",
YEAR = "1980",
NUMBER = "2",
PAGES = "51-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138918"}
@article{bb142965,
AUTHOR = "Viscolani, B.",
TITLE = "Computational length in pattern recognizers",
JOURNAL = PR,
VOLUME = "15",
YEAR = "1982",
NUMBER = "5",
PAGES = "413-418",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138919"}
@article{bb142966,
AUTHOR = "Viscolani, B.",
TITLE = "Optimization of computational time in pattern recognizers",
JOURNAL = PR,
VOLUME = "15",
YEAR = "1982",
NUMBER = "5",
PAGES = "419-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138920"}
@article{bb142967,
AUTHOR = "Viscolani, B.",
TITLE = "Further results on optimization of recognition time",
JOURNAL = PR,
VOLUME = "16",
YEAR = "1983",
NUMBER = "3",
PAGES = "337-339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138921"}
@article{bb142968,
AUTHOR = "Hanley, J. and McNeil, B.",
TITLE = "The Meaning and Use of the Area under a
Receiver Operating Characteristic (ROC) Curve",
JOURNAL = "Radiology",
VOLUME = "143",
YEAR = "1982",
PAGES = "29-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138922"}
@article{bb142969,
AUTHOR = "Goin, J.E. and Fritz, S.L.",
TITLE = "A Matrix Approach to Data Base Exploration:
Analysis of Classifier Results",
JOURNAL = PR,
VOLUME = "16",
YEAR = "1983",
NUMBER = "2",
PAGES = "243-252",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138923"}
@article{bb142970,
AUTHOR = "Raveh, A.",
TITLE = "Preference structure analysis: A nonmetric approach",
JOURNAL = PR,
VOLUME = "16",
YEAR = "1983",
NUMBER = "2",
PAGES = "253-259",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138924"}
@article{bb142971,
AUTHOR = "Fowlkes, E.B. and Mallows, C.L.",
TITLE = "A Method for Comparing Two Hierarchical Clusterings",
JOURNAL = "ADAJ",
VOLUME = "78",
YEAR = "1983",
NUMBER = "383",
PAGES = "553-569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138925"}
@article{bb142972,
AUTHOR = "Flick, T.E. and Jones, L.K.",
TITLE = "A Combinatorial Approach for Classification of Patterns
with Missing Information and Random Orientation",
JOURNAL = PAMI,
VOLUME = "8",
YEAR = "1986",
NUMBER = "4",
MONTH = "July",
PAGES = "482-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138926"}
@article{bb142973,
AUTHOR = "Flick, T.E. and Jones, L.K. and Priest, R.G. and Herman, C.",
TITLE = "Pattern classification using projection pursuit",
JOURNAL = PR,
VOLUME = "23",
YEAR = "1990",
NUMBER = "12",
PAGES = "1367-1376",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138927"}
@article{bb142974,
AUTHOR = "Wacker, A.G. and El Sheikh, T.S.",
TITLE = "Average Classification Accuracy over Collections of Gaussian Problems:
Common Covariance Matrix Case",
JOURNAL = PR,
VOLUME = "17",
YEAR = "1984",
NUMBER = "2",
PAGES = "259-273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138928"}
@article{bb142975,
AUTHOR = "Chernick, M.C. and Murthy, V.K. and Nealy, C.D.",
TITLE = "Application of Bootstrap and Other Resampling Techniques:
Evaluation of Classifier Performance",
JOURNAL = PRL,
VOLUME = "3",
YEAR = "1985",
PAGES = "167-178",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138929"}
@article{bb142976,
AUTHOR = "Jain, A.K. and Dubes, R.C. and Chen, C.C.",
TITLE = "Bootstrap Techniques for Error Estimation",
JOURNAL = PAMI,
VOLUME = "9",
YEAR = "1987",
NUMBER = "5",
MONTH = "September",
PAGES = "628-633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138930"}
@article{bb142977,
AUTHOR = "Colussi, L.",
TITLE = "Correctness and Efficiency of Pattern Matching Algorithms",
JOURNAL = InfoControl,
VOLUME = "95",
YEAR = "1991",
PAGES = "225-251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138931"}
@article{bb142978,
AUTHOR = "Srivastava, A. and Murty, M.N.",
TITLE = "A comparison between conceptual clustering and conventional clustering",
JOURNAL = PR,
VOLUME = "23",
YEAR = "1990",
NUMBER = "9",
PAGES = "975-981",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138932"}
@article{bb142979,
AUTHOR = "Tang, Y.Y. and Qu, Y.Z. and Suen, C.Y.",
TITLE = "Multiple-level information source and entropy-reduced transformation
models",
JOURNAL = PR,
VOLUME = "24",
YEAR = "1991",
NUMBER = "4",
PAGES = "341-357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138933"}
@article{bb142980,
AUTHOR = "Gluhchev, G. and Shalev, S.",
TITLE = "The Systematic-Error Detection as a Classification Problem",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "12",
MONTH = "October",
PAGES = "1233-1238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138934"}
@article{bb142981,
AUTHOR = "Duin, R.P.W.",
TITLE = "A Note on Comparing Classifiers",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "5",
MONTH = "May",
PAGES = "529-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138935"}
@article{bb142982,
AUTHOR = "Richards, J.A.",
TITLE = "Classifier Performance and MAP Accuracy",
JOURNAL = RSE,
VOLUME = "57",
YEAR = "1996",
NUMBER = "3",
MONTH = "September",
PAGES = "161-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138936"}
@article{bb142983,
AUTHOR = "Nyssen, E.",
TITLE = "Evaluation of Pattern Classifiers:
Testing the Significance of Classification Efficiency Using an
Exact Probability Technique",
JOURNAL = PRL,
VOLUME = "17",
YEAR = "1996",
NUMBER = "11",
MONTH = "September",
PAGES = "1125-1129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138937"}
@article{bb142984,
AUTHOR = "Nyssen, E.",
TITLE = "Evaluation of Pattern Classifiers:
Applying a Monte Carlo Significance Test to the Classification Efficiency",
JOURNAL = PRL,
VOLUME = "19",
YEAR = "1998",
NUMBER = "1",
MONTH = "January",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138938"}
@article{bb142985,
AUTHOR = "San Miguel Ayanz, J. and Biging, G.S.",
TITLE = "Comparison of Single-Stage and Multistage Classification Approaches for
Cover Type Mapping with TM and Spot Data",
JOURNAL = RSE,
VOLUME = "59",
YEAR = "1997",
NUMBER = "1",
MONTH = "January",
PAGES = "92-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138939"}
@article{bb142986,
AUTHOR = "Denoeux, T.",
TITLE = "Analysis of Evidence Theoretic Decision Rules for
Pattern-Classification",
JOURNAL = PR,
VOLUME = "30",
YEAR = "1997",
NUMBER = "7",
MONTH = "July",
PAGES = "1095-1107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138940"}
@article{bb142987,
AUTHOR = "Bokka, V. and Olariu, S. and Schwing, J.L. and Wilson, L. and Zomaya, A.",
TITLE = "A Time-Optimal Solution to a Classification Problem in
Ordered Functional Domains, with Applications",
JOURNAL = PR,
VOLUME = "30",
YEAR = "1997",
NUMBER = "9",
MONTH = "September",
PAGES = "1555-1564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138941"}
@article{bb142988,
AUTHOR = "Zhou, J.Y. and Lopresti, D.P.",
TITLE = "Improving Classifier Performance Through Repeated Sampling",
JOURNAL = PR,
VOLUME = "30",
YEAR = "1997",
NUMBER = "10",
MONTH = "October",
PAGES = "1637-1650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138942"}
@article{bb142989,
AUTHOR = "Lerner, B. and Guterman, H. and Aladjem, M. and Dinsteint, I. and Romem, Y.",
TITLE = "On Pattern Classification with Sammons Nonlinear Mapping:
An Experimental-Study",
JOURNAL = PR,
VOLUME = "31",
YEAR = "1998",
NUMBER = "4",
MONTH = "April",
PAGES = "371-381",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138943"}
@inproceedings{bb142990,
AUTHOR = "Aladjem, M. and Dinstein, I.",
TITLE = "A multiclass extension of discriminant mappings",
BOOKTITLE = ICPR92,
YEAR = "1992",
PAGES = "II:101-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138944"}
@article{bb142991,
AUTHOR = "Stehman, S.V. and Czaplewski, R.L.",
TITLE = "Design and Analysis for Thematic Map Accuracy Assessment:
Fundamental Principles",
JOURNAL = RSE,
VOLUME = "64",
YEAR = "1998",
NUMBER = "3",
MONTH = "June",
PAGES = "331-344",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138945"}
@article{bb142992,
AUTHOR = "Adams, N.M. and Hand, D.J.",
TITLE = "Comparing classifiers when the misallocation costs are uncertain",
JOURNAL = PR,
VOLUME = "32",
YEAR = "1999",
NUMBER = "7",
MONTH = "July",
PAGES = "1139-1147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138946"}
@article{bb142993,
AUTHOR = "Smits, P.C. and Dellepiane, S.G. and Schowengerdt, R.A.",
TITLE = "Quality assessment of image classification algorithms for land-cover
mapping: a review and a proposal for a cost-based approach",
JOURNAL = JRS,
VOLUME = "20",
YEAR = "1999",
NUMBER = "8",
MONTH = "May",
PAGES = "1461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138947"}
@article{bb142994,
AUTHOR = "Sohn, S.Y.",
TITLE = "Meta Analysis of Classification Algorithms for Pattern Recognition",
JOURNAL = PAMI,
VOLUME = "21",
YEAR = "1999",
NUMBER = "11",
MONTH = "November",
PAGES = "1137-1144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138948"}
@article{bb142995,
AUTHOR = "Srivastava, A.N. and Su, R. and Weigend, A.S.",
TITLE = "Data Mining for Features Using Scale-Sensitive Gated Experts",
JOURNAL = PAMI,
VOLUME = "21",
YEAR = "1999",
NUMBER = "12",
MONTH = "December",
PAGES = "1268-1279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138949"}
@article{bb142996,
AUTHOR = "Andersson, A. and Davidsson, P. and Linden, J.",
TITLE = "Measure-based classifier performance evaluation",
JOURNAL = PRL,
VOLUME = "20",
YEAR = "1999",
NUMBER = "11-13",
MONTH = "November",
PAGES = "1165-1173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138950"}
@article{bb142997,
AUTHOR = "Lim, T.S. and Loh, W.Y. and Shil, Y.S.",
TITLE = "A Comparison of Prediction Accuracy, Complexity, and Training Time
of Thirty-Three Old and New Classification Algorithms",
JOURNAL = MachLearn,
VOLUME = "40",
YEAR = "2000",
NUMBER = "3",
PAGES = "203-228",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138951"}
@article{bb142998,
AUTHOR = "Ong, S.H. and Zhao, X.",
TITLE = "On post-clustering evaluation and modification",
JOURNAL = PRL,
VOLUME = "21",
YEAR = "2000",
NUMBER = "5",
MONTH = "May",
PAGES = "365-373",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138952"}
@article{bb142999,
AUTHOR = "Raudys, S.J. and Saudargiene, A.",
TITLE = "First-Order Tree-Type Dependence between Variables and
Classification Performance",
JOURNAL = PAMI,
VOLUME = "23",
YEAR = "2001",
NUMBER = "2",
MONTH = "February",
PAGES = "233-239",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605.html#TT138953"}
Last update:Feb 26, 2026 at 10:58:24