Computer Science ›› 2017, Vol. 44 ›› Issue (12): 221-226.doi: 10.11896/j.issn.1002-137X.2017.12.040
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WANG Chang-bao, LI Qing-wen and YU Hua-long
[1] SETTLES B.Active learning literature survey[R].University of Wisconsin,Madison,2010. [2] WANG M,HUA X S.Active learning in multimedia annotation and retrieval:a survey[J].ACM Transactions on Intelligent System and Technology,2011,2(2):210-231. [3] SETTLES B,CRAVEN M.An analysis of active learning strategies for sequence labeling tasks[C]∥Proceedings of the Confe-rence on Empirical Methods in Natural Language Processing.Association for Computational Linguistics,2008:1069-1078. [4] LI Y,FANG B X,GUO L,et al.Supervised Intrusion Detection Based on Active Learning and TCM-KNN Algorithm [J].Chinese Journal of Computers,2007,0(8):1464-1473.(in Chinese) 李洋,方滨兴,郭莉,等.基于主动学习和TCM-KNN方法的有指导入侵检测技术[J].计算机学报,2007,0(8):1464-1473. [5] YU D,VARADARAJAN B,DENG L.Active learning and semi-supervised learning for speech recognition:A unified framework using the global entropy reduction maximization criterion[J].Computer Speech & Language,2010,4(3):433-444. [6] NIU B,CHENG J,BAI X.A symmetric propagation based batch mode active learning for image retrieval[J].Signal Processing,2013,3(6):1639-1650. [7] XU M X,SUN F M,LI H J.Online multi-label image classification with active learning[J].Journal of Image and Graphics,2015,0(2):237-244.(in Chinese) 徐美香,孙福明,李豪杰.主动学习的多标签图像在线分类[J].中国图象图形学报,2015,0(2):237-244. [8] MOHAMED T P,CARBONELL J G,GANAPATHIRAJU M K.Active learning for human protein-protein interaction prediction[J].BMC bioinformatics,2010,1(Suppl 1):S57. [9] ZHU J,HOVY E.Active Learning for Word Sense Disambi-guation with Methods for Addressing the Class Imbalance Problem[C]∥Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.Prague,2007:783-790. [10] HUANG G B,ZHU Q Y,SIEW C K.Extreme learningmachinetheory and applications[J].Neurocomputing,2006,70(1-3):489-501. [11] HUANG G B,ZHOU H,DING X,et al.Extreme learning machine for regression and multiclass classification[J].IEEE Transactions on System,Man and Cybernetics,Part B:Cybernetics,2012,2(2):513-529. [12] HUANG G B,WANG D H,LAN Y.Extreme learning machine:a survey[J].International Journal of Machine Learning and Cybernetics,2011,2(2):107-122. [13] ZONG W,HUANG G B,CHEN Y.Weighted extreme learning machine for imbalance learning[J].Neurocomputing,2013,101(3):229-242. [14] MCCALLU A,NIGRAM K.Employing EM in pool-based active learning for text classification[C]∥Proceedings of the International Conference on Machine Learning.Morgan Kaufmann,1998:350-358. [15] ZHU X,ZHANG P,LIN X,et al.Active learning from stream data using optimal weight classifier ensemble[J].IEEE Transactions on Systems,Man,and Cybernetics,Part B:Cybernetics,2010,0(6):1607-1621. [16] YU H L,SUN C Y,YANG W K,et al.AL-ELM:One uncertainty-based active learning algorithm using extreme learning machine[J].Neurocomputing,2015,6:140-150. [17] LIANG N Y,HUANG G B,SARATCHANDRAN P.A fast and accurate online sequential learning algorithm for feedforward networks[J].IEEE Transactions on Neural Networks,2006,17(6):1411-1423. [18] ALCALA FDES J,FEMANDEZ A,LUENGO J,et al.KEEL data-mining software tool:Data set repository,integration of algorithms and experimental analysis framework[J].Journal of multiple-valued logic and soft computing,2011,7(2/3):255-287. [19] CHAWLA N V,BOWYER K W,HALL L O.SMOTE:Synthetic Minority Over-Sampling Technique[J].Journal of Artificial Intelligence Research,2002,6(1):321-357. [20] GUYON I,CAWLEY G C,DROR G,et al.Results of the Active Learning Challenge[C]∥JMLR:Workshop and Conference Proceedings.2011:19-45. |
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