242 citations · 1.3k across the 18 of their papers we have counts for
18 papers
Multivariate Empirical Mode Decomposition based Hybrid Model for Day-ahead Peak Load Forecasting
Yanmei Huang, Najmul Hasan, Changrui Deng +1
Accurate day-ahead peak load forecasting is crucial not only for power dispatching but also has a great interest to investors and energy policy maker as well as government. Literat…
Comprehensive learning particle swarm optimization enabled modeling framework for multi-step-ahead influenza prediction
Siyue Yang, Yukun Bao
Epidemics of influenza are major public health concerns. Since influenza prediction always relies on the weekly clinical or laboratory surveillance data, typically the weekly Influ…
Error-feedback stochastic modeling strategy for time series forecasting with convolutional neural networks
Xinze Zhang, Kun He, Yukun Bao
Despite the superiority of convolutional neural networks demonstrated in time series modeling and forecasting, it has not been fully explored on the design of the neural network ar…
What obstruct customer acceptance of internet banking? Security and privacy, risk, trust and website usability and the role of moderators
Aboobucker Ilmudeen, Yukun Bao
Comparatively a little attention has been paid to the factors that obstruct the acceptance of Internet banking in Sri Lanka. This research assimilates constructs such as security a…
Mediating role of managing information technology and its impact on firm performance: insight from China
Aboobucker Ilmudeen, Yukun Bao
Purpose: Managing IT with firm performance has always been a debatable topic in literature and practice. Prior studies examining the above relationship have reported mixed results…
Investigating Academic Major Differences in perception of Computer Self-efficacy and Intention toward E-learning Adoption in China
Nattaporn Thongsri, Liang Shen, Yukun Bao
Recognizing the underlying relationship between e-learning practice and the institutional environments hosted in, the Chinese educational practice on branching high school students…
Investigating factors affecting learners perception toward online learning evidence from ClassStart application in Thailand
Nattaporn Thongsri, Liang Shen, Yukun Bao
Twenty-First Century Education is a design of instructional culture that empowers learner-centered through the philosophy of "Less teaching but more learning". Due to the developme…
Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data
Zhongyi Hu, Raymond Chiong, Ilung Pranata +2
Malicious web domains represent a big threat to web users' privacy and security. With so much freely available data on the Internet about web domains' popularity and performance, t…
Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue
Zhongyi Hu, Raymond Chiong, Ilung Pranata +2
Purpose: Malicious web domain identification is of significant importance to the security protection of Internet users. With online credibility and performance data, this paper aim…
Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework
Tao Xiong, Yukun Bao, Zhongyi Hu
Highly accurate interval forecasting of electricity demand is fundamental to the success of reducing the risk when making power system planning and operational decisions by providi…
Can Online MBA Programs Allow Professional Working Mothers to Balance Work, Family, and Career Progression? A Case Study in China
Mboni Kibelloh, Yukun Bao
Career progression is a general concern of professional working mothers in China. The purpose of this paper is to report a qualitative study of Chinese professional working mothers…
Perceptions of International Female Students Towards E-learning in Resolving High Education and Family Role Strain
Mboni Kibelloh, Yukun Bao
It is a common phenomenon for many mature female international students enrolled in high education overseas to experience strain from managing conflicting roles of student and fami…
Exploring gender differences on general and specific computer self-efficacy in mobile learning adoption
Yukun Bao, Tao Xiong, Zhongyi Hu +1
Reasons for contradictory findings regarding the gender moderate effect on computer self-efficacy in the adoption of e-learning/mobile learning are limited. Recognizing the multile…
Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression
Yukun Bao, Tao Xiong, Zhongyi Hu
Accurate time series prediction over long future horizons is challenging and of great interest to both practitioners and academics. As a well-known intelligent algorithm, the stand…
Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences
Tao Xiong, Yukun Bao, Zhongyi Hu
Following the "decomposition-and-ensemble" principle, the empirical mode decomposition (EMD)-based modeling framework has been widely used as a promising alternative for nonlinear…
A PSO and Pattern Search based Memetic Algorithm for SVMs Parameters Optimization
Yukun Bao, Zhongyi Hu, Tao Xiong
Addressing the issue of SVMs parameters optimization, this study proposes an efficient memetic algorithm based on Particle Swarm Optimization algorithm (PSO) and Pattern Search (PS…
Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting
Tao Xiong, Yukun Bao, Zhongyi Hu
Highly accurate interval forecasting of a stock price index is fundamental to successfully making a profit when making investment decisions, by providing a range of values rather t…
PSO-MISMO Modeling Strategy for Multi-Step-Ahead Time Series Prediction
Yukun Bao, Tao Xiong, Zhongyi Hu
Multi-step-ahead time series prediction is one of the most challenging research topics in the field of time series modeling and prediction, and is continually under research. Recen…