Mukhopadhyay, Sabyasachi; Kar, Wreetabrata; Mukherjee, Gourab Estimating promotion effects in email marketing using a large-scale cross-classified Bayesian joint model for nested imbalanced data. (English) Zbl 07656985 Ann. Appl. Stat. 17, No. 1, 476-497 (2023). MSC: 62Pxx PDF BibTeX XML Cite \textit{S. Mukhopadhyay} et al., Ann. Appl. Stat. 17, No. 1, 476--497 (2023; Zbl 07656985) Full Text: DOI OpenURL
Nakayama, Yugo Support vector machine and optimal parameter selection for high-dimensional imbalanced data. (English) Zbl 07632234 Commun. Stat., Simulation Comput. 51, No. 11, 6739-6754 (2022). MSC: 62H30 62G20 PDF BibTeX XML Cite \textit{Y. Nakayama}, Commun. Stat., Simulation Comput. 51, No. 11, 6739--6754 (2022; Zbl 07632234) Full Text: DOI OpenURL
Cano, Alberto; Krawczyk, Bartosz ROSE: robust online self-adjusting ensemble for continual learning on imbalanced drifting data streams. (English) Zbl 07624249 Mach. Learn. 111, No. 7, 2561-2599 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Cano} and \textit{B. Krawczyk}, Mach. Learn. 111, No. 7, 2561--2599 (2022; Zbl 07624249) Full Text: DOI OpenURL
Zhang, Lili; Geisler, Trent; Ray, Herman; Xie, Ying Improving logistic regression on the imbalanced data by a novel penalized log-likelihood function. (English) Zbl 07611101 J. Appl. Stat. 49, No. 13, 3257-3277 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{L. Zhang} et al., J. Appl. Stat. 49, No. 13, 3257--3277 (2022; Zbl 07611101) Full Text: DOI OpenURL
Zhou, Jie; Shen, Guohao; Chen, Xuan; Lin, Yuanyuan Efficient fused learning for distributed imbalanced data. (English) Zbl 07533606 Commun. Stat., Theory Methods 51, No. 5, 1306-1317 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Zhou} et al., Commun. Stat., Theory Methods 51, No. 5, 1306--1317 (2022; Zbl 07533606) Full Text: DOI OpenURL
Liu, Xin; He, Wenqing Adaptive kernel scaling support vector machine with application to a prostate cancer image study. (English) Zbl 07522692 J. Appl. Stat. 49, No. 6, 1465-1484 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{X. Liu} and \textit{W. He}, J. Appl. Stat. 49, No. 6, 1465--1484 (2022; Zbl 07522692) Full Text: DOI OpenURL
Falcone, Roberta; Anderlucci, Laura; Montanari, Angela Matrix sketching for supervised classification with imbalanced classes. (English) Zbl 1494.68213 Data Min. Knowl. Discov. 36, No. 1, 174-208 (2022). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{R. Falcone} et al., Data Min. Knowl. Discov. 36, No. 1, 174--208 (2022; Zbl 1494.68213) Full Text: DOI arXiv OpenURL
Nakayama, Yugo Robust support vector machine for high-dimensional imbalanced data. (English) Zbl 1489.62185 Commun. Stat., Simulation Comput. 50, No. 5, 1524-1540 (2021). MSC: 62H30 62G20 68T05 PDF BibTeX XML Cite \textit{Y. Nakayama}, Commun. Stat., Simulation Comput. 50, No. 5, 1524--1540 (2021; Zbl 1489.62185) Full Text: DOI OpenURL
Grina, Fares; Elouedi, Zied; Lefèvre, Eric Uncertainty-aware resampling method for imbalanced classification using evidence theory. (English) Zbl 07542353 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 342-353 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{F. Grina} et al., Lect. Notes Comput. Sci. 12897, 342--353 (2021; Zbl 07542353) Full Text: DOI OpenURL
Shabtay, Lior; Fournier-Viger, Philippe; Yaari, Rami; Dattner, Itai A guided FP-growth algorithm for mining multitude-targeted item-sets and class association rules in imbalanced data. (English) Zbl 1483.68317 Inf. Sci. 553, 353-375 (2021). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{L. Shabtay} et al., Inf. Sci. 553, 353--375 (2021; Zbl 1483.68317) Full Text: DOI OpenURL
Koziarski, Michał; Bellinger, Colin; Woźniak, Michał RB-CCR: radial-based combined cleaning and resampling algorithm for imbalanced data classification. (English) Zbl 07465775 Mach. Learn. 110, No. 11-12, 3059-3093 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Koziarski} et al., Mach. Learn. 110, No. 11--12, 3059--3093 (2021; Zbl 07465775) Full Text: DOI arXiv OpenURL
Aminian, Ehsan; Ribeiro, Rita P.; Gama, João Chebyshev approaches for imbalanced data streams regression models. (English) Zbl 1491.62055 Data Min. Knowl. Discov. 35, No. 6, 2389-2466 (2021). MSC: 62J02 62L10 PDF BibTeX XML Cite \textit{E. Aminian} et al., Data Min. Knowl. Discov. 35, No. 6, 2389--2466 (2021; Zbl 1491.62055) Full Text: DOI OpenURL
Liu, Yun; Jiang, Yanfang; Hou, Tao; Liu, Fu A new robust fuzzy clustering validity index for imbalanced data sets. (English) Zbl 1479.62050 Inf. Sci. 547, 579-591 (2021). MSC: 62H86 62H30 PDF BibTeX XML Cite \textit{Y. Liu} et al., Inf. Sci. 547, 579--591 (2021; Zbl 1479.62050) Full Text: DOI OpenURL
Bej, Saptarshi; Davtyan, Narek; Wolfien, Markus; Nassar, Mariam; Wolkenhauer, Olaf LoRAS: an oversampling approach for imbalanced datasets. (English) Zbl 07432803 Mach. Learn. 110, No. 2, 279-301 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Bej} et al., Mach. Learn. 110, No. 2, 279--301 (2021; Zbl 07432803) Full Text: DOI arXiv OpenURL
Lee, Simon C. K. Addressing imbalanced insurance data through zero-inflated Poisson regression with boosting. (English) Zbl 1471.91466 ASTIN Bull. 51, No. 1, 27-55 (2021). MSC: 91G05 62P05 68T05 PDF BibTeX XML Cite \textit{S. C. K. Lee}, ASTIN Bull. 51, No. 1, 27--55 (2021; Zbl 1471.91466) Full Text: DOI OpenURL
Li, Jinlong; Bao, Liqun; Zhou, Bin Improved fruit fly optimization algorithm and its application in classification of imbalanced data. (Chinese. English summary) Zbl 1488.68074 J. Northwest Norm. Univ., Nat. Sci. 57, No. 3, 57-61 (2021). MSC: 68T20 62H30 68T05 90C59 PDF BibTeX XML Cite \textit{J. Li} et al., J. Northwest Norm. Univ., Nat. Sci. 57, No. 3, 57--61 (2021; Zbl 1488.68074) Full Text: DOI OpenURL
Li, Ruifeng; Li, Wenhai; Sun, Yanli; Wu, Yangyong Resampling algorithm for imbalanced data based on their neighbor relationship. (Chinese. English summary) Zbl 1488.62085 Chin. J. Eng. 43, No. 6, 862-869 (2021). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{R. Li} et al., Chin. J. Eng. 43, No. 6, 862--869 (2021; Zbl 1488.62085) Full Text: DOI OpenURL
Yang, Yang; Zhan, Dechuan; Jiang, Yuan; Xiong, Hui Reliable multi-modal learning: a survey. (Chinese. English summary) Zbl 1474.68289 J. Softw. 32, No. 4, 1067-1081 (2021). MSC: 68T05 68-02 PDF BibTeX XML Cite \textit{Y. Yang} et al., J. Softw. 32, No. 4, 1067--1081 (2021; Zbl 1474.68289) Full Text: DOI OpenURL
Shahee, Shaukat Ali; Ananthakumar, Usha An overlap sensitive neural network for class imbalanced data. (English) Zbl 1473.68166 Data Min. Knowl. Discov. 35, No. 4, 1654-1687 (2021). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. A. Shahee} and \textit{U. Ananthakumar}, Data Min. Knowl. Discov. 35, No. 4, 1654--1687 (2021; Zbl 1473.68166) Full Text: DOI OpenURL
Cui, Wenquan; Chen, Wei; Cheng, Haoyang A multi-view based semi-supervised classifier with co-regularization for imbalanced data. (Chinese. English summary) Zbl 1488.68039 J. Univ. Sci. Technol. China 50, No. 5, 596-604 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{W. Cui} et al., J. Univ. Sci. Technol. China 50, No. 5, 596--604 (2020; Zbl 1488.68039) Full Text: DOI OpenURL
Guan, Hongjiao; Zhang, Yingtao; Cheng, Heng-Da; Tang, Xianglong Bounded-abstaining classification for breast tumors in imbalanced ultrasound images. (English) Zbl 1467.92107 Int. J. Appl. Math. Comput. Sci. 30, No. 2, 325-336 (2020). Reviewer: Witold Pedrycz (Edmonton) MSC: 92C55 62P10 62H30 PDF BibTeX XML Cite \textit{H. Guan} et al., Int. J. Appl. Math. Comput. Sci. 30, No. 2, 325--336 (2020; Zbl 1467.92107) Full Text: DOI OpenURL
Nakayama, Yugo; Yata, Kazuyoshi; Aoshima, Makoto Bias-corrected support vector machine with Gaussian kernel in high-dimension, low-sample-size settings. (English) Zbl 1465.62185 Ann. Inst. Stat. Math. 72, No. 5, 1257-1286 (2020). MSC: 62R07 62H12 PDF BibTeX XML Cite \textit{Y. Nakayama} et al., Ann. Inst. Stat. Math. 72, No. 5, 1257--1286 (2020; Zbl 1465.62185) Full Text: DOI OpenURL
Wu, Sen; Wang, Yuzhi; Gao, Xiaonan Clustering algorithm for imbalanced data based on nearest neighbor. (Chinese. English summary) Zbl 1474.62253 Chin. J. Eng. 42, No. 9, 1209-1219 (2020). MSC: 62H30 68P15 PDF BibTeX XML Cite \textit{S. Wu} et al., Chin. J. Eng. 42, No. 9, 1209--1219 (2020; Zbl 1474.62253) Full Text: DOI OpenURL
Chaabane, Ikram; Guermazi, Radhouane; Hammami, Mohamed Enhancing techniques for learning decision trees from imbalanced data. (English) Zbl 1459.68167 Adv. Data Anal. Classif., ADAC 14, No. 3, 677-745 (2020). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{I. Chaabane} et al., Adv. Data Anal. Classif., ADAC 14, No. 3, 677--745 (2020; Zbl 1459.68167) Full Text: DOI OpenURL
Sen, Deborshee; Sachs, Matthias; Lu, Jianfeng; Dunson, David B. Efficient posterior sampling for high-dimensional imbalanced logistic regression. (English) Zbl 1457.62221 Biometrika 107, No. 4, 1005-1012 (2020). MSC: 62J12 62H30 62M05 62P10 PDF BibTeX XML Cite \textit{D. Sen} et al., Biometrika 107, No. 4, 1005--1012 (2020; Zbl 1457.62221) Full Text: DOI arXiv OpenURL
Borisyak, Maxim; Ryzhikov, Artem; Ustyuzhanin, Andrey; Derkach, Denis; Ratnikov, Fedor; Mineeva, Olga \((1 + \varepsilon)\)-class classification: an anomaly detection method for highly imbalanced or incomplete data sets. (English) Zbl 1498.68226 J. Mach. Learn. Res. 21, Paper No. 72, 22 p. (2020). MSC: 68T05 62D10 62H30 68T09 PDF BibTeX XML Cite \textit{M. Borisyak} et al., J. Mach. Learn. Res. 21, Paper No. 72, 22 p. (2020; Zbl 1498.68226) Full Text: arXiv Link OpenURL
Xie, Jinhan; Hao, Meiling; Liu, Wenxin; Lin, Yuanyuan Fused variable screening for massive imbalanced data. (English) Zbl 07135458 Comput. Stat. Data Anal. 141, 94-108 (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Xie} et al., Comput. Stat. Data Anal. 141, 94--108 (2020; Zbl 07135458) Full Text: DOI OpenURL
Cui, Wenquan; Yu, Demei; Cheng, Haoyang A non-iterative approach to kernel logistic regression for imbalanced data. (Chinese. English summary) Zbl 1463.62180 J. Univ. Sci. Technol. China 49, No. 12, 965-973 (2019). MSC: 62H30 62J12 PDF BibTeX XML Cite \textit{W. Cui} et al., J. Univ. Sci. Technol. China 49, No. 12, 965--973 (2019; Zbl 1463.62180) Full Text: DOI OpenURL
Lai, Chun Sing; Tao, Yingshan; Xu, Fangyuan; Ng, Wing W. Y.; Jia, Youwei; Yuan, Haoliang; Huang, Chao; Lai, Loi Lei; Xu, Zhao; Locatelli, Giorgio A robust correlation analysis framework for imbalanced and dichotomous data with uncertainty. (English) Zbl 1441.68208 Inf. Sci. 470, 58-77 (2019). MSC: 68T05 62H20 62H30 62P12 PDF BibTeX XML Cite \textit{C. S. Lai} et al., Inf. Sci. 470, 58--77 (2019; Zbl 1441.68208) Full Text: DOI Link OpenURL
Huayanay, Alex De La Cruz; Bazán, Jorge L.; Cancho, Vicente G.; Dey, Dipak K. Performance of asymmetric links and correction methods for imbalanced data in binary regression. (English) Zbl 07193803 J. Stat. Comput. Simulation 89, No. 9, 1694-1714 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{A. De La C. Huayanay} et al., J. Stat. Comput. Simulation 89, No. 9, 1694--1714 (2019; Zbl 07193803) Full Text: DOI OpenURL
Razzaghi, Talayeh; Safro, Ilya; Ewing, Joseph; Sadrfaridpour, Ehsan; Scott, John D. Predictive models for bariatric surgery risks with imbalanced medical datasets. (English) Zbl 1494.62026 Ann. Oper. Res. 280, No. 1-2, 1-18 (2019). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{T. Razzaghi} et al., Ann. Oper. Res. 280, No. 1--2, 1--18 (2019; Zbl 1494.62026) Full Text: DOI Link OpenURL
Yan, Yuan Ting; Wu, Zeng Bao; Du, Xiu Quan; Chen, Jie; Zhao, Shu; Zhang, Yan Ping A three-way decision ensemble method for imbalanced data oversampling. (English) Zbl 1456.68170 Int. J. Approx. Reasoning 107, 1-16 (2019). MSC: 68T05 62H30 68T37 PDF BibTeX XML Cite \textit{Y. T. Yan} et al., Int. J. Approx. Reasoning 107, 1--16 (2019; Zbl 1456.68170) Full Text: DOI OpenURL
Li, Chunxue; Xie, Linsen; Lu, Chengbo An under-sampling method based on clustering for imbalanced data set. (Chinese. English summary) Zbl 1438.68092 Math. Pract. Theory 49, No. 1, 203-209 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Li} et al., Math. Pract. Theory 49, No. 1, 203--209 (2019; Zbl 1438.68092) OpenURL
Zhou, Peng; Yi, Jing; Zhu, Zhenfang; Liu, Peiyu Fixed-radius nearest neighbor progressive competition algorithm for imbalanced classification. (Chinese. English summary) Zbl 1438.68149 J. Shandong Univ., Nat. Sci. 54, No. 3, 102-109 (2019). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{P. Zhou} et al., J. Shandong Univ., Nat. Sci. 54, No. 3, 102--109 (2019; Zbl 1438.68149) OpenURL
Li, Yanxia; Chai, Yi; Hu, Youqiang; Yin, Hongpeng Review of imbalanced data classification methods. (Chinese. English summary) Zbl 1438.68101 Control Decis. 34, No. 4, 673-688 (2019). MSC: 68T05 68T07 PDF BibTeX XML Cite \textit{Y. Li} et al., Control Decis. 34, No. 4, 673--688 (2019; Zbl 1438.68101) Full Text: DOI OpenURL
Wang, Hongyuan; Geng, Lei; Ni, Tongguang; Wang, Chong Knowledge embedded transfer twin support vector machine. (Chinese. English summary) Zbl 1438.68125 Control Decis. 34, No. 3, 519-526 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Wang} et al., Control Decis. 34, No. 3, 519--526 (2019; Zbl 1438.68125) Full Text: DOI OpenURL
Wang, Xinyue; Jing, Liping Stratified sampling based ensemble classification for imbalanced data. (Chinese. English summary) Zbl 1438.68129 J. Shenzhen Univ., Sci. Eng. 36, No. 1, 24-32 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Wang} and \textit{L. Jing}, J. Shenzhen Univ., Sci. Eng. 36, No. 1, 24--32 (2019; Zbl 1438.68129) Full Text: DOI OpenURL
Yuan, Lei; Ji, Mengyao Mining concept-drifting imbalanced streams using random sampling algorithm. (Chinese. English summary) Zbl 1438.68140 J. Hubei Univ., Nat. Sci. 41, No. 1, 95-100 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Yuan} and \textit{M. Ji}, J. Hubei Univ., Nat. Sci. 41, No. 1, 95--100 (2019; Zbl 1438.68140) Full Text: DOI OpenURL
Xu, Chang; Chen, Jinqiong; Zhou, Wen Improved unsupervised extreme learning machine unbalanced data classification. (Chinese. English summary) Zbl 1438.68134 J. Anhui Norm. Univ., Nat. Sci. 41, No. 6, 544-551 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Xu} et al., J. Anhui Norm. Univ., Nat. Sci. 41, No. 6, 544--551 (2018; Zbl 1438.68134) Full Text: DOI OpenURL
Brodinová, Šárka; Zaharieva, Maia; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian Clustering of imbalanced high-dimensional media data. (English) Zbl 1414.62232 Adv. Data Anal. Classif., ADAC 12, No. 2, 261-284 (2018). MSC: 62H30 PDF BibTeX XML Cite \textit{Š. Brodinová} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 261--284 (2018; Zbl 1414.62232) Full Text: DOI arXiv OpenURL
Vanhoeyveld, Jellis; Martens, David Imbalanced classification in sparse and large behaviour datasets. (English) Zbl 1411.68124 Data Min. Knowl. Discov. 32, No. 1, 25-82 (2018). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{J. Vanhoeyveld} and \textit{D. Martens}, Data Min. Knowl. Discov. 32, No. 1, 25--82 (2018; Zbl 1411.68124) Full Text: DOI OpenURL
Sakai, Tomoya; Niu, Gang; Sugiyama, Masashi Correction to: “Semi-supervised AUC optimization based on positive-unlabeled learning”. (English) Zbl 1458.68179 Mach. Learn. 107, No. 4, 795 (2018). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{T. Sakai} et al., Mach. Learn. 107, No. 4, 795 (2018; Zbl 1458.68179) Full Text: DOI OpenURL
Roumani, Yazan F.; Roumani, Yaman; Nwankpa, Joseph K.; Tanniru, Mohan Classifying readmissions to a cardiac intensive care unit. (English) Zbl 1462.62685 Ann. Oper. Res. 263, No. 1-2, 429-451 (2018). MSC: 62P10 62N05 62J12 PDF BibTeX XML Cite \textit{Y. F. Roumani} et al., Ann. Oper. Res. 263, No. 1--2, 429--451 (2018; Zbl 1462.62685) Full Text: DOI OpenURL
Drosou, Krystallenia; Koukouvinos, Christos Proximal support vector machine techniques on medical prediction outcome. (English) Zbl 07282054 J. Appl. Stat. 44, No. 3, 533-553 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{K. Drosou} and \textit{C. Koukouvinos}, J. Appl. Stat. 44, No. 3, 533--553 (2017; Zbl 07282054) Full Text: DOI OpenURL
Li, Qian; Li, Gang; Niu, Wenjia; Cao, Yanan; Chang, Liang; Tan, Jianlong; Guo, Li Boosting imbalanced data learning with Wiener process oversampling. (English) Zbl 1403.68196 Front. Comput. Sci. 11, No. 5, 836-851 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{Q. Li} et al., Front. Comput. Sci. 11, No. 5, 836--851 (2017; Zbl 1403.68196) Full Text: DOI OpenURL
Koziarski, Michał; Wożniak, Michał CCR: a combined cleaning and resampling algorithm for imbalanced data classification. (English) Zbl 1396.68097 Int. J. Appl. Math. Comput. Sci. 27, No. 4, 727-736 (2017). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{M. Koziarski} and \textit{M. Wożniak}, Int. J. Appl. Math. Comput. Sci. 27, No. 4, 727--736 (2017; Zbl 1396.68097) Full Text: DOI OpenURL
Gong, Joonho; Kim, Hyunjoong RHSBoost: improving classification performance in imbalance data. (English) Zbl 1464.62083 Comput. Stat. Data Anal. 111, 1-13 (2017). MSC: 62-08 62H30 68T05 PDF BibTeX XML Cite \textit{J. Gong} and \textit{H. Kim}, Comput. Stat. Data Anal. 111, 1--13 (2017; Zbl 1464.62083) Full Text: DOI OpenURL
Ke, Haifeng; Lu, Chengbo; Xu, Huihui Global cost parameter selection of extreme learning machine for imbalance learning. (Chinese. English summary) Zbl 1399.68110 J. Harbin Eng. Univ. 38, No. 9, 1444-1449 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Ke} et al., J. Harbin Eng. Univ. 38, No. 9, 1444--1449 (2017; Zbl 1399.68110) Full Text: DOI OpenURL
Gu, Xiaoqing; Jiang, Yizhang; Wang, Shitong Zero-order TSK-type fuzzy system for imbalanced data classification. (Chinese. English summary) Zbl 1399.68097 Acta Autom. Sin. 43, No. 10, 1773-1788 (2017). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{X. Gu} et al., Acta Autom. Sin. 43, No. 10, 1773--1788 (2017; Zbl 1399.68097) Full Text: DOI OpenURL
Sun, Hui; Craig, Bruce A.; Zhang, Lingsong Angle-based multicategory distance-weighted SVM. (English) Zbl 1440.62251 J. Mach. Learn. Res. 18(2017-2018), Paper No. 85, 21 p. (2017). MSC: 62H30 62H25 68T05 PDF BibTeX XML Cite \textit{H. Sun} et al., J. Mach. Learn. Res. 18, Paper No. 85, 21 p. (2017; Zbl 1440.62251) Full Text: Link OpenURL
Chang, Yuan-chin Ivan Multiple-class classification: ordinal and categorical labels. (English) Zbl 1462.62376 Commun. Stat., Simulation Comput. 46, No. 10, 7561-7581 (2017). MSC: 62H30 62J12 PDF BibTeX XML Cite \textit{Y.-c. I. Chang}, Commun. Stat., Simulation Comput. 46, No. 10, 7561--7581 (2017; Zbl 1462.62376) Full Text: DOI OpenURL
Wang, Zhiqiong; Xin, Junchang; Yang, Hongxu; Tian, Shuo; Yu, Ge; Xu, Chenren; Yao, Yudong Distributed and weighted extreme learning machine for imbalanced big data learning. (English) Zbl 1389.68088 Tsinghua Sci. Technol. 22, No. 2, 160-173 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Wang} et al., Tsinghua Sci. Technol. 22, No. 2, 160--173 (2017; Zbl 1389.68088) Full Text: DOI OpenURL
Yan, Dandan; Yang, Youlong; Li, Benchong An improved fuzzy classifier for imbalanced data. (English) Zbl 1375.68110 J. Intell. Fuzzy Syst. 32, No. 3, 2315-2325 (2017). MSC: 68T37 68T10 68T05 PDF BibTeX XML Cite \textit{D. Yan} et al., J. Intell. Fuzzy Syst. 32, No. 3, 2315--2325 (2017; Zbl 1375.68110) Full Text: DOI OpenURL
Kubat, Miroslav An introduction to machine learning. 2nd edition. (English) Zbl 1375.68001 Cham: Springer (ISBN 978-3-319-63912-3/hbk; 978-3-319-63913-0/ebook). xiii, 348 p. (2017). MSC: 68-01 68T05 PDF BibTeX XML Cite \textit{M. Kubat}, An introduction to machine learning. 2nd edition. Cham: Springer (2017; Zbl 1375.68001) Full Text: DOI OpenURL
Nakayama, Yugo; Yata, Kazuyoshi; Aoshima, Makoto Support vector machine and its bias correction in high-dimension, low-sample-size settings. (English) Zbl 1381.62191 J. Stat. Plann. Inference 191, 88-100 (2017). MSC: 62H30 62G20 PDF BibTeX XML Cite \textit{Y. Nakayama} et al., J. Stat. Plann. Inference 191, 88--100 (2017; Zbl 1381.62191) Full Text: DOI arXiv Link OpenURL
Schlieker, Laura; Telaar, Anna; Lueking, Angelika; Schulz-Knappe, Peter; Theek, Carmen; Ickstadt, Katja Multivariate binary classification of imbalanced datasets: a case study based on high-dimensional multiplex autoimmune assay. (English) Zbl 1391.62245 Biom. J. 59, No. 5, 948-966 (2017). MSC: 62P10 62H30 PDF BibTeX XML Cite \textit{L. Schlieker} et al., Biom. J. 59, No. 5, 948--966 (2017; Zbl 1391.62245) Full Text: DOI OpenURL
Wojciechowski, Szymon; Wilk, Szymon Difficulty factors and preprocessing in imbalanced data sets: an experimental study on artificial data. (English) Zbl 1365.62255 Found. Comput. Decis. Sci. 42, No. 2, 149-176 (2017). MSC: 62H30 62-07 PDF BibTeX XML Cite \textit{S. Wojciechowski} and \textit{S. Wilk}, Found. Comput. Decis. Sci. 42, No. 2, 149--176 (2017; Zbl 1365.62255) Full Text: DOI OpenURL
Razzaghi, Talayeh; Xanthopoulos, Petros; Şeref, Onur Constraint relaxation, cost-sensitive learning and bagging for imbalanced classification problems with outliers. (English) Zbl 1373.90107 Optim. Lett. 11, No. 5, 915-928 (2017). MSC: 90C25 90C90 PDF BibTeX XML Cite \textit{T. Razzaghi} et al., Optim. Lett. 11, No. 5, 915--928 (2017; Zbl 1373.90107) Full Text: DOI OpenURL
Şeref, Onur; Razzaghi, Talayeh; Xanthopoulos, Petros Weighted relaxed support vector machines. (English) Zbl 1404.68118 Ann. Oper. Res. 249, No. 1-2, 235-271 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{O. Şeref} et al., Ann. Oper. Res. 249, No. 1--2, 235--271 (2017; Zbl 1404.68118) Full Text: DOI OpenURL
Mao, Wentao; Tian, Yangyang; Wang, Jinwan; He, Ling Granular extreme learning machine for sequential imbalanced data. (Chinese. English summary) Zbl 1389.68082 Control Decis. 31, No. 12, 2147-2154 (2016). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Mao} et al., Control Decis. 31, No. 12, 2147--2154 (2016; Zbl 1389.68082) Full Text: DOI OpenURL
Ju, Zhe; Cao, Junzhe; Gu, Hong A fuzzy support vector machine algorithm for imbalanced data classification. (Chinese. English summary) Zbl 1374.68394 J. Dalian Univ. Technol. 56, No. 5, 525-531 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Z. Ju} et al., J. Dalian Univ. Technol. 56, No. 5, 525--531 (2016; Zbl 1374.68394) Full Text: DOI OpenURL
Ma, Biao; Zhou, Yu; He, Jianjun Variational Gaussian process classification algorithm for large-scale class-imbalanced data. (Chinese. English summary) Zbl 1363.68129 J. Dalian Univ. Technol. 56, No. 3, 279-284 (2016). MSC: 68T05 60G15 62H30 PDF BibTeX XML Cite \textit{B. Ma} et al., J. Dalian Univ. Technol. 56, No. 3, 279--284 (2016; Zbl 1363.68129) Full Text: DOI OpenURL
Li, Yang; Qin, Yichen; Wang, Limin; Chen, Jiaxu; Ma, Shuangge Grouped variable selection using area under the ROC with imbalanced data. (English) Zbl 1419.62176 Commun. Stat., Simulation Comput. 45, No. 4, 1268-1280 (2016). MSC: 62J12 62H30 62P10 PDF BibTeX XML Cite \textit{Y. Li} et al., Commun. Stat., Simulation Comput. 45, No. 4, 1268--1280 (2016; Zbl 1419.62176) Full Text: DOI OpenURL
Yuwen, Huang Cost-sensitive incremental classification under the MapReduce framework for mining imbalanced massive data streams. (English) Zbl 1487.68199 J. Discrete Math. Sci. Cryptography 18, No. 1-2, 177-194 (2015). MSC: 68T05 62H30 68W27 PDF BibTeX XML Cite \textit{H. Yuwen}, J. Discrete Math. Sci. Cryptography 18, No. 1--2, 177--194 (2015; Zbl 1487.68199) Full Text: DOI OpenURL
Li, Yang; Yu, Chenqun; Qin, Yichen; Wang, Limin; Chen, Jiaxu; Yi, Danhui; Shia, Ben-Chang; Ma, Shuangge Regularized receiver operating characteristic-based logistic regression for grouped variable selection with composite criterion. (English) Zbl 1457.62215 J. Stat. Comput. Simulation 85, No. 13, 2582-2595 (2015). MSC: 62J07 62H30 62P10 62-08 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Stat. Comput. Simulation 85, No. 13, 2582--2595 (2015; Zbl 1457.62215) Full Text: DOI OpenURL
Datta, Shounak; Das, Swagatam Near-Bayesian support vector machines for imbalanced data classification with equal or unequal misclassification costs. (English) Zbl 1394.68280 Neural Netw. 70, 39-52 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Datta} and \textit{S. Das}, Neural Netw. 70, 39--52 (2015; Zbl 1394.68280) Full Text: DOI OpenURL
Qiao, Xingye; Zhang, Lingsong Distance-weighted support vector machine. (English) Zbl 1405.62083 Stat. Interface 8, No. 3, 331-345 (2015). MSC: 62H30 62P10 PDF BibTeX XML Cite \textit{X. Qiao} and \textit{L. Zhang}, Stat. Interface 8, No. 3, 331--345 (2015; Zbl 1405.62083) Full Text: DOI arXiv OpenURL
Pourhabib, Arash; Mallick, Bani K.; Ding, Yu Absent data generating classifier for imbalanced class sizes. (English) Zbl 1351.68227 J. Mach. Learn. Res. 16, 2695-2724 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{A. Pourhabib} et al., J. Mach. Learn. Res. 16, 2695--2724 (2015; Zbl 1351.68227) Full Text: Link OpenURL
Qiao, Xingye; Zhang, Lingsong Flexible high-dimensional classification machines and their asymptotic properties. (English) Zbl 1351.68229 J. Mach. Learn. Res. 16, 1547-1572 (2015). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{X. Qiao} and \textit{L. Zhang}, J. Mach. Learn. Res. 16, 1547--1572 (2015; Zbl 1351.68229) Full Text: arXiv Link OpenURL
Tomczak, Jakub M.; Ziȩba, Maciej Probabilistic combination of classification rules and its application to medical diagnosis. (English) Zbl 1343.62039 Mach. Learn. 101, No. 1-3, 105-135 (2015). MSC: 62H30 92C50 PDF BibTeX XML Cite \textit{J. M. Tomczak} and \textit{M. Ziȩba}, Mach. Learn. 101, No. 1--3, 105--135 (2015; Zbl 1343.62039) Full Text: DOI OpenURL
Krempl, Georg; Kottke, Daniel; Lemaire, Vincent Optimised probabilistic active learning (OPAL). For fast, non-myopic, cost sensitive active classification. (English) Zbl 1341.68160 Mach. Learn. 100, No. 2-3, 449-476 (2015). MSC: 68T05 62F15 62H30 PDF BibTeX XML Cite \textit{G. Krempl} et al., Mach. Learn. 100, No. 2--3, 449--476 (2015; Zbl 1341.68160) Full Text: DOI OpenURL
Voigt, Tobias; Fried, Roland; Backes, Michael; Rhode, Wolfgang Threshold optimization for classification in imbalanced data in a problem of gamma-ray astronomy. (English) Zbl 1459.62231 Adv. Data Anal. Classif., ADAC 8, No. 2, 195-216 (2014). MSC: 62P35 62H30 85-08 PDF BibTeX XML Cite \textit{T. Voigt} et al., Adv. Data Anal. Classif., ADAC 8, No. 2, 195--216 (2014; Zbl 1459.62231) Full Text: DOI OpenURL
Shao, Yuan-Hai; Chen, Wei-Jie; Zhang, Jing-Jing; Wang, Zhen; Deng, Nai-Yang An efficient weighted Lagrangian twin support vector machine for imbalanced data classification. (English) Zbl 1342.68271 Pattern Recognition 47, No. 9, 3158-3167 (2014). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{Y.-H. Shao} et al., Pattern Recognition 47, No. 9, 3158--3167 (2014; Zbl 1342.68271) Full Text: DOI OpenURL
Maldonado, Sebastián; López, Julio Imbalanced data classification using second-order cone programming support vector machines. (English) Zbl 1339.68227 Pattern Recognition 47, No. 5, 2070-2079 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Maldonado} and \textit{J. López}, Pattern Recognition 47, No. 5, 2070--2079 (2014; Zbl 1339.68227) Full Text: DOI OpenURL
Artemiou, Andreas; Shu, Min A cost based reweighted scheme of principal support vector machine. (English) Zbl 1349.62092 Akritas, Michael G. (ed.) et al., Topics in nonparametric statistics. Proceedings of the first conference of the International Society for Nonparametric Statistics, ISNPS, Chalkidiki, Greece, June 15–19, 2012. New York, NY: Springer (ISBN 978-1-4939-0568-3/hbk; 978-1-4939-0569-0/ebook). Springer Proceedings in Mathematics & Statistics 74, 1-12 (2014). MSC: 62G05 68T05 PDF BibTeX XML Cite \textit{A. Artemiou} and \textit{M. Shu}, Springer Proc. Math. Stat. 74, 1--12 (2014; Zbl 1349.62092) Full Text: DOI OpenURL
Li, Qiujie; Mao, Yaobin A review of boosting methods for imbalanced data classification. (English) Zbl 1328.68169 PAA, Pattern Anal. Appl. 17, No. 4, 679-693 (2014). MSC: 68T05 68T10 62H30 PDF BibTeX XML Cite \textit{Q. Li} and \textit{Y. Mao}, PAA, Pattern Anal. Appl. 17, No. 4, 679--693 (2014; Zbl 1328.68169) Full Text: DOI OpenURL
Bustillo, Andrés; Rodríguez, Juan J. Online breakage detection of multitooth tools using classifier ensembles for imbalanced data. (English) Zbl 1317.90101 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 45, No. 12, 2590-2602 (2014). MSC: 90B30 90B25 PDF BibTeX XML Cite \textit{A. Bustillo} and \textit{J. J. Rodríguez}, Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 45, No. 12, 2590--2602 (2014; Zbl 1317.90101) Full Text: DOI OpenURL
He, Tianzhong; Huang, Zaixiang A classification based on multi-confidence for imbalanced data set. (Chinese. English summary) Zbl 1324.68094 J. Minnan Norm. Univ., Nat. Sci. 27, No. 4, 26-30 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{T. He} and \textit{Z. Huang}, J. Minnan Norm. Univ., Nat. Sci. 27, No. 4, 26--30 (2014; Zbl 1324.68094) OpenURL
Yin, Hua; Hu, Yuping An imbalanced feature selection algorithm based on random forest. (Chinese. English summary) Zbl 1324.68127 Acta Sci. Nat. Univ. Sunyatseni 53, No. 5, 59-65 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Yin} and \textit{Y. Hu}, Acta Sci. Nat. Univ. Sunyatseni 53, No. 5, 59--65 (2014; Zbl 1324.68127) OpenURL
Cao, Peng; Li, Bo; Li, Wei; Zhao, Dazhe A hybrid sampling algorithm based on probability distribution estimation. (Chinese. English summary) Zbl 1313.68086 Control Decis. 29, No. 5, 815-820 (2014). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Cao} et al., Control Decis. 29, No. 5, 815--820 (2014; Zbl 1313.68086) Full Text: DOI OpenURL
Hou, Jie; Mao, Yaobin; Sun, Jinsheng Online boosting algorithms based on exponential and 0-1 loss. (Chinese. English summary) Zbl 1313.68098 Acta Autom. Sin. 40, No. 4, 635-642 (2014). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{J. Hou} et al., Acta Autom. Sin. 40, No. 4, 635--642 (2014; Zbl 1313.68098) OpenURL
Aşkan, Ayşegül; Sayın, Serpil SVM classification for imbalanced data sets using a multiobjective optimization framework. (English) Zbl 1296.90110 Ann. Oper. Res. 216, 191-203 (2014). MSC: 90C29 90C90 PDF BibTeX XML Cite \textit{A. Aşkan} and \textit{S. Sayın}, Ann. Oper. Res. 216, 191--203 (2014; Zbl 1296.90110) Full Text: DOI OpenURL
Sei, Tomonari Infinitely imbalanced binomial regression and deformed exponential families. (English) Zbl 1285.62081 J. Stat. Plann. Inference 149, 116-124 (2014). MSC: 62J12 62G32 62M05 PDF BibTeX XML Cite \textit{T. Sei}, J. Stat. Plann. Inference 149, 116--124 (2014; Zbl 1285.62081) Full Text: DOI arXiv OpenURL
Park, Byoung-Jun; Oh, Sung-Kwun; Pedrycz, Witold The design of polynomial function-based neural network predictors for detection of software defects. (English) Zbl 1293.68236 Inf. Sci. 229, 40-57 (2013). MSC: 68T05 68N99 PDF BibTeX XML Cite \textit{B.-J. Park} et al., Inf. Sci. 229, 40--57 (2013; Zbl 1293.68236) Full Text: DOI OpenURL
Hu, Xiaosheng Imbalanced data classification improvement with a combination of the random subspace method and decision trees. (Chinese. English summary) Zbl 1299.68057 J. Foshan Univ., Nat. Sci. 31, No. 5, 22-26 (2013). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{X. Hu}, J. Foshan Univ., Nat. Sci. 31, No. 5, 22--26 (2013; Zbl 1299.68057) OpenURL
Lou, Xiaojun; Sun, Yuxuan; Liu, Haitao A clustering boundary over-sampling classification method for imbalanced data sets. (Chinese. English summary) Zbl 1299.68069 J. Zhejiang Univ., Eng. Sci. 47, No. 6, 944-950 (2013). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{X. Lou} et al., J. Zhejiang Univ., Eng. Sci. 47, No. 6, 944--950 (2013; Zbl 1299.68069) OpenURL
Phoungphol, Piyaphol; Zhang, Yanqing; Zhao, Yichuan Robust multiclass classification for learning from imbalanced biomedical data. (English) Zbl 1289.68094 Tsinghua Sci. Technol. 17, No. 6, 619-628 (2012). MSC: 68T05 92C55 PDF BibTeX XML Cite \textit{P. Phoungphol} et al., Tsinghua Sci. Technol. 17, No. 6, 619--628 (2012; Zbl 1289.68094) Full Text: DOI OpenURL
Scott, Clayton Calibrated asymmetric surrogate losses. (English) Zbl 1335.62108 Electron. J. Stat. 6, 958-992 (2012). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{C. Scott}, Electron. J. Stat. 6, 958--992 (2012; Zbl 1335.62108) Full Text: DOI Euclid OpenURL
Villar, Pedro; Fernández, Alberto; Carrasco, Ramón A.; Herrera, Francisco Feature selection and granularity learning in genetic fuzzy rule-based classification systems for highly imbalanced data-sets. (English) Zbl 1251.68187 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 20, No. 3, 369-397 (2012). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Villar} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 20, No. 3, 369--397 (2012; Zbl 1251.68187) Full Text: DOI OpenURL
Cieslak, David A.; Hoens, T. Ryan; Chawla, Nitesh V.; Kegelmeyer, W. Philip Hellinger distance decision trees are robust and skew-insensitive. (English) Zbl 1235.68141 Data Min. Knowl. Discov. 24, No. 1, 136-158 (2012). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{D. A. Cieslak} et al., Data Min. Knowl. Discov. 24, No. 1, 136--158 (2012; Zbl 1235.68141) Full Text: DOI OpenURL
Shoemaker, Larry; Banfield, Robert E.; Hall, Lawrence O.; Bowyer, Kevin W.; Kegelmeyer, W. Philip Detecting and ordering salient regions. (English) Zbl 1235.68189 Data Min. Knowl. Discov. 22, No. 1-2, 259-290 (2011). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{L. Shoemaker} et al., Data Min. Knowl. Discov. 22, No. 1--2, 259--290 (2011; Zbl 1235.68189) Full Text: DOI OpenURL
Zhao, Zhuangyuan; Zhong, Ping; Zhao, Yaohong Learning SVM with weighted maximum margin criterion for classification of imbalanced data. (English) Zbl 1227.68098 Math. Comput. Modelling 54, No. 3-4, 1093-1099 (2011). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Zhao} et al., Math. Comput. Modelling 54, No. 3--4, 1093--1099 (2011; Zbl 1227.68098) Full Text: DOI OpenURL
Dmochowski, Jacek P.; Sajda, Paul; Parra, Lucas C. Maximum likelihood in cost-sensitive learning: model specification, approximations, and upper bounds. (English) Zbl 1242.62053 J. Mach. Learn. Res. 11, 3313-3332 (2010). MSC: 62H30 68T10 68T05 PDF BibTeX XML Cite \textit{J. P. Dmochowski} et al., J. Mach. Learn. Res. 11, 3313--3332 (2010; Zbl 1242.62053) Full Text: Link OpenURL
Villar, Pedro; Fernández, Alberto; Herrera, Francisco A genetic algorithm for feature selection and granularity learning in fuzzy rule-based classification systems for highly imbalanced data-sets. (English) Zbl 1209.68491 Hüllermeier, Eyke (ed.) et al., Information processing and management of uncertainty in knowledge-based systems. Theory and methods. 13th international conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings. Part I. Berlin: Springer (ISBN 978-3-642-14054-9/pbk; 978-3-642-14055-6/ebook). Communications in Computer and Information Science 80, 741-750 (2010). MSC: 68T10 68T37 PDF BibTeX XML Cite \textit{P. Villar} et al., Commun. Comput. Inf. Sci. 80, 741--750 (2010; Zbl 1209.68491) Full Text: DOI OpenURL
Khreich, Wael; Granger, Eric; Miri, Ali; Sabourin, Robert Iterative Boolean combination of classifiers in the ROC space: an application to anomaly detection with HMMs. (English) Zbl 1213.68533 Pattern Recognition 43, No. 8, 2732-2752 (2010). MSC: 68T10 PDF BibTeX XML Cite \textit{W. Khreich} et al., Pattern Recognition 43, No. 8, 2732--2752 (2010; Zbl 1213.68533) Full Text: DOI OpenURL
Lenca, P.; Lallich, S.; Vaillant, B. Construction of an off-centered entropy for the supervised learning of imbalanced classes: some first results. (English) Zbl 1187.62006 Commun. Stat., Theory Methods 39, No. 3, 493-507 (2010). MSC: 62B10 68T05 62-07 PDF BibTeX XML Cite \textit{P. Lenca} et al., Commun. Stat., Theory Methods 39, No. 3, 493--507 (2010; Zbl 1187.62006) Full Text: DOI OpenURL
Teramoto, Reiji Balanced gradient boosting from imbalanced data for clinical outcome prediction. (English) Zbl 1276.62094 Stat. Appl. Genet. Mol. Biol. 8, No. 1, Article No. 20, 19 p. (2009). MSC: 62P10 68T05 PDF BibTeX XML Cite \textit{R. Teramoto}, Stat. Appl. Genet. Mol. Biol. 8, No. 1, Article No. 20, 19 p. (2009; Zbl 1276.62094) Full Text: DOI OpenURL
Fernández, Alberto; José del Jesus, María; Herrera, Francisco Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets. (English) Zbl 1191.68497 Int. J. Approx. Reasoning 50, No. 3, 561-577 (2009). MSC: 68T05 68T37 PDF BibTeX XML Cite \textit{A. Fernández} et al., Int. J. Approx. Reasoning 50, No. 3, 561--577 (2009; Zbl 1191.68497) Full Text: DOI OpenURL
Castro, Cristiano Leite; Carvalho, Mateus Araujo; Braga, Antônio Padua An improved algorithm for SVMs classification of imbalanced data sets. (English) Zbl 1186.68358 Palmer-Brown, Dominic (ed.) et al., Engineering applications of neural networks. 11th international conference, EANN 2009, London, UK, August 27–29, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-03968-3/pbk; 978-3-642-03969-0/ebook). Communications in Computer and Information Science 43, 108-118 (2009). MSC: 68T05 68T10 68W05 PDF BibTeX XML Cite \textit{C. L. Castro} et al., Commun. Comput. Inf. Sci. 43, 108--118 (2009; Zbl 1186.68358) Full Text: DOI OpenURL
Gu, Qiong; Zhu, Li; Cai, Zhihua Evaluation measures of the classification performance of imbalanced data sets. (English) Zbl 1187.68455 Cai, Zhihua (ed.) et al., Computational intelligence and intelligent systems. 4th international symposium on intelligence computation and applications, ISICA 2009, Huangshi, China, October 23–25, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-04961-3/pbk; 978-3-642-04962-0/ebook). Communications in Computer and Information Science 51, 461-471 (2009). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{Q. Gu} et al., Commun. Comput. Inf. Sci. 51, 461--471 (2009; Zbl 1187.68455) Full Text: DOI OpenURL