Combining rough set theory and support vector regression to the sustainable form design of hybrid electric vehicle

X Kang - Journal of Cleaner Production, 2021 - Elsevier
With the popularity of cleaner production and sustainable concepts, hybrid electric vehicle
(HEV) has become the most popular alternative after fuel vehicles. Hybrid electric …

Prediction of optimized color design for sports shoes using an artificial neural network and genetic algorithm

YE Yeh - Applied Sciences, 2020 - mdpi.com
Product design is a complicated activity that is highly reliant on individual impressions,
feelings and emotions. Back-propagated neural networks have already been applied in …

Eliciting design knowledge from affective responses using rough sets and Kansei engineering system

MD Shieh, YE Yeh, CL Huang - Journal of Ambient Intelligence and …, 2016 - Springer
In the last 20 years, the Kansei engineering system (KES) has employed a variety of
mathematical models to overcome design problems in consumer products. However, the …

How to build design strategy for attractiveness of new products (DSANP)

MY Ma, YC Chen, SR Li - Advances in Information …, 2011 - researchoutput.ncku.edu.tw
Emotional response can stimulate customers to choose specific items of their preference
among similar products and has considerable affection in purchase decision. Therefore …

Using stepwise backward elimination to specify terms related to tactile sense for product design

FC Hsu, CN Chen, MD Shieh - Advanced Engineering Informatics, 2020 - Elsevier
The tactile sense plays a crucial role in the evaluation of products by providing important
information pertaining to the material properties of the products. Designers must reach a …

Product design prediction using integrated dynamic Kansei engineering scheme

KC Wang - 網際網路技術學刊, 2014 - airitilibrary.com
Substantially, the consumer preference as well as the product form varies with time. Past
studies did not consider this important time-variant nature of product design. Therefore, this …

Designing a Product Satisfaction Model Using Customer Segmentation and Information Consolidation

MD Shieh - Design, User Experience, and Usability. User …, 2013 - Springer
This study proposes a prediction model, based on Kansei Engineering, which applies the
concept of consumer segmentation and information consolidation. When constructing a …

[图书][B] Improving Classification Performance in Missing Insurance Data

MS Duma - 2012 - search.proquest.com
The ubiquitous missing data and its pervasiveness in large scale datasets (such as
insurance datasets) have inspired research conducted on this thesis to focus on techniques …

[引用][C] A consensus prediction model of affective responses in Kansei engineering system

MD Shieh, FC Hsu - International Journal of Digital …, 2013 - researchoutput.ncku.edu.tw
A Consensus Prediction Model of Affective Responses in Kansei Engineering System —
National Cheng Kung University Skip to main navigation Skip to search Skip to main content …

[引用][C] A general framework for Kansei engineering system

CC Yang, CC Sun, PJ Lin, CC Tsai - Int J Digit Content Technol Appl, 2011