Wen-hui Hou

ORCID: 0000-0003-1508-0237
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About
Contact & Profiles
Research Areas
  • Multi-Criteria Decision Making
  • Imbalanced Data Classification Techniques
  • Financial Distress and Bankruptcy Prediction
  • Digital Marketing and Social Media
  • Advanced Text Analysis Techniques
  • Grey System Theory Applications
  • Fuzzy Systems and Optimization
  • Optimization and Mathematical Programming
  • Rough Sets and Fuzzy Logic
  • Facility Location and Emergency Management
  • Advanced Graph Neural Networks
  • Blockchain Technology Applications and Security
  • Ideological and Political Education
  • Risk and Safety Analysis
  • Energy Load and Power Forecasting
  • Online Learning and Analytics
  • Vehicle Routing Optimization Methods
  • Data Mining Algorithms and Applications
  • Digital Media and Visual Art
  • Technology Adoption and User Behaviour
  • Forecasting Techniques and Applications
  • Color perception and design

Central South University
2020-2024

Tangshan College
2021

With the development of Internet and big data, more consumer behavior data are used in different forecasting problems, which greatly improve performance prediction. As main travel tool, sales automobiles will change with variations market external environment. Accurate prediction automobile can not only help dealers adjust their marketing plans dynamically but also economy transportation sector make policy decisions. The is a product high value involvement, its purchase decision be affected...

10.3390/math10132234 article EN cc-by Mathematics 2022-06-26

Traditionally, education resources are shared insufficiently, and updated slowly; the data not utilized adequately. What is worse, conventional information filtering method cannot effectively mine desired information, if big has a heavy noise. This article presents an mining from data, on basis of support vector machine (SVM), cleans sampled abnormal through integration conversion. Besides, authors presented that automatically builds knowledge image. Based filtered mined neural network was...

10.1109/access.2021.3074383 article EN cc-by IEEE Access 2021-01-01

With the development of social economy and an enlarged volume information, application multiple-criteria decision making (MCDM) has become increasingly wide deep. As a brilliant MCDM technique, best–worst method (BWM) attracted many scholars’ attention because it can determine weights criteria with less comparison time higher consistency between judgments than analytic hierarchy process. However, effectiveness BWM is based on complete information among criteria. Considering fact that makers...

10.3390/math9141587 article EN cc-by Mathematics 2021-07-06

As an important link in product development, car style evaluation could ensure the quality of design, making design more efficient, laying foundation for production planners, managers, and investment decision-makers automobile manufacturing. The consumer-centered should accurately reflect psychological cognition subjective feelings consumers. However, current studies have not provided a unified standard, nor fully utilized massive data on evaluations made by Considering advantages fuzzy...

10.46300/9106.2021.15.106 article EN International Journal of Circuits Systems and Signal Processing 2021-08-24
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