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TITLE = "Discriminative feature learning from big data for visual recognition",
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NUMBER = "10",
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AUTHOR = "Zhao, J. and Wang, L.T. and Cabral, R.S. and de la Torre, F.",
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JOURNAL = IP,
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AUTHOR = "Cheng, F.Y. and Zhang, J. and Wen, C.H.",
TITLE = "Cost-Sensitive Large margin Distribution Machine for classification
of imbalanced data",
JOURNAL = PRL,
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AUTHOR = "Hafiz, F. and Swain, A. and Patel, N. and Naik, C.",
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AUTHOR = "Huang, J. and Li, G. and Huang, Q. and Wu, X.",
TITLE = "Joint Feature Selection and Classification for Multilabel Learning",
JOURNAL = Cyber,
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YEAR = "2018",
NUMBER = "3",
MONTH = "March",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132394"}
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AUTHOR = "Zhang, X.G. and Wang, D.X. and Zhou, Y.C. and Chen, H. and Cheng, F.Y. and Liu, M.",
TITLE = "Kernel modified optimal margin distribution machine for imbalanced
data classification",
JOURNAL = PRL,
VOLUME = "125",
YEAR = "2019",
PAGES = "325-332",
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AUTHOR = "Vluymans, S. and Tarrago, D.S. and Saeys, Y. and Cornelis, C. and Herrera, F.",
TITLE = "Fuzzy rough classifiers for class imbalanced multi-instance data",
JOURNAL = PR,
VOLUME = "53",
YEAR = "2016",
NUMBER = "1",
PAGES = "36-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132396"}
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AUTHOR = "Ng, W.W.Y. and Zeng, G.J. and Zhang, J.J. and Yeung, D.S. and Pedrycz, W.",
TITLE = "Dual autoencoders features for imbalance classification problem",
JOURNAL = PR,
VOLUME = "60",
YEAR = "2016",
NUMBER = "1",
PAGES = "875-889",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132397"}
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AUTHOR = "Zhang, X.Z. and Li, Y.X. and Kotagiri, R. and Wu, L.F. and Tari, Z. and Cheriet, M.",
TITLE = "KRNN: k Rare-class Nearest Neighbour classification",
JOURNAL = PR,
VOLUME = "62",
YEAR = "2017",
NUMBER = "1",
PAGES = "33-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132398"}
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AUTHOR = "Zhu, C.M. and Wang, Z.",
TITLE = "Entropy-based matrix learning machine for imbalanced data sets",
JOURNAL = PRL,
VOLUME = "88",
YEAR = "2017",
NUMBER = "1",
PAGES = "72-80",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132399"}
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AUTHOR = "Xu, Y.",
TITLE = "Maximum Margin of Twin Spheres Support Vector Machine for Imbalanced
Data Classification",
JOURNAL = Cyber,
VOLUME = "47",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "1540-1550",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132400"}
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AUTHOR = "Gonzalez, S. and Garcia, S. and Lazaro, M. and Figueiras Vidal, A.R. and Herrera, F.",
TITLE = "Class Switching according to Nearest Enemy Distance for learning from
highly imbalanced data-sets",
JOURNAL = PR,
VOLUME = "70",
YEAR = "2017",
NUMBER = "1",
PAGES = "12-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132401"}
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AUTHOR = "Tang, B. and He, H.B.",
TITLE = "GIR-based ensemble sampling approaches for imbalanced learning",
JOURNAL = PR,
VOLUME = "71",
YEAR = "2017",
NUMBER = "1",
PAGES = "306-319",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132402"}
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AUTHOR = "Ortigosa Hernandez, J. and Inza, I. and Lozano, J.A.",
TITLE = "Measuring the class-imbalance extent of multi-class problems",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "32-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132403"}
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AUTHOR = "Yuan, X.H. and Xie, L.J. and Abouelenien, M.",
TITLE = "A regularized ensemble framework of deep learning for cancer
detection from multi-class, imbalanced training data",
JOURNAL = PR,
VOLUME = "77",
YEAR = "2018",
PAGES = "160-172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern605im1.html#TT132404"}
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