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Periodic Step Size Adaptation for Single Pass On-line Learning.

, , , and . NIPS, page 763-771. Curran Associates, Inc., (2009)

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epsilon-SSVR: A Smooth Support Vector Machine for epsilon-Insensitive Regression., , and . IEEE Trans. Knowl. Data Eng., 17 (5): 678-685 (2005)RSVM: Reduced Support Vector Machines., and . SDM, page 1-17. SIAM, (2001)Semi-supervised Learning for False Alarm Reduction., , , , and . ICDM, volume 6171 of Lecture Notes in Computer Science, page 595-605. Springer, (2010)Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning., , , and . Mach. Learn., 77 (2-3): 195-224 (2009)Dealing with Interleaved Event Inputs for Intrusion Detection., , and . J. Inf. Sci. Eng., 35 (1): 223-242 (2019)Detecting In Situ Identity Fraud on Social Network Services: A Case Study With Facebook., , , , and . IEEE Syst. J., 11 (4): 2432-2443 (2017)ChainSpot: Mining Service Logs for Cyber Security Threat Detection., , , , and . Trustcom/BigDataSE/ISPA, page 1867-1874. IEEE, (2016)Detecting in-situ identity fraud on social network services: a case study on facebook., , , , and . WWW (Companion Volume), page 401-402. ACM, (2014)Clustering Model Selection for Reduced Support Vector Machines., and . IDEAL, volume 3177 of Lecture Notes in Computer Science, page 714-719. Springer, (2004)Generating the Reduced Set by Systematic Sampling., and . IDEAL, volume 3177 of Lecture Notes in Computer Science, page 720-725. Springer, (2004)