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Self-Adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 175-196
Authors:  Fong, Simon;  Fang, Charlie;  Tian, Neal;  Wong, raymond;  Yap, Bee Wah
Favorite  |  View/Download:0/0  |  Submit date:2019/07/24
Neural Network  Incremental Machine Learning  Classification  Big Data  Parameter Optimization  
Comparative study of incremental learning algorithms in multidimensional outlier detection on data stream Book chapter
出自: Improving Knowledge Discovery through the Integration of Data Mining Techniques:IGI Global, 2015, 页码: 54-73
Authors:  Simon Fong;  Dong Han;  Athanasios V. Vasilakos
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Opportunities and Challenges of Integrating Bio-Inspired Optimization and Data Mining Algorithms Book chapter
出自: Swarm Intelligence and Bio-Inspired Computation: Theory and Applications:ELSEVIER SCIENCE BV, SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS, 2013, 页码: 385-402
Authors:  Simon Fong
Favorite  |  View/Download:5/0  |  Submit date:2019/02/13
Bio-inspired  Classification  Clustering  Data Mining  Feature Selection  Optimization  
Enabling Real-Time Business Intelligence by Stream Data Mining Book chapter
出自: New Fundamental Technologies in Data Mining:IntechOpen, 2011
Authors:  Fong, Simon;  Hang, Yang
Favorite  |  View/Download:1/0  |  Submit date:2019/07/25