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Research and development of methods for Data Stream Mining based on Meta Heuristic, Statistics and Nonparametric Learning

Thi Thuong Pham and Xuan Hoai Nguyen and Tri Thanh Nguyen (2016) Research and development of methods for Data Stream Mining based on Meta Heuristic, Statistics and Nonparametric Learning. In: SW4PHD: the 2016 Scientific Workshop for PhD Students, 26 March 2016, Hanoi.

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Abstract

Develop adaptive learning algorithms for Evolving Data Streams is one of the major challenges that we face today. In this research, we propose improved methods aim at answering three main research questions includes (1) What to remember or forget?,(2) When to do the model upgrade? And (3) How to do the model upgrade? These proposed methods are based on Meta Heuristic, Statistic and Nonparametric Learning.

Item Type:Conference or Workshop Item (Poster)
Subjects:Information Technology (IT)
Divisions:Faculty of Information Technology (FIT)
ID Code:1546
Deposited By: Dr Ngoc Thang Bui
Deposited On:23 May 2016 03:05
Last Modified:23 May 2016 03:06

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