Chih‐Chou Chiu

1.6k citations

21 papers · 1.2k indexed · 1 hit paper · h-index 13

Management Science and Operations Research top 1%
Artificial Intelligence top 5%
Accounting top 5%
Electrical and Electronic Engineering
Economics and Econometrics top 5%

Co-authors: Chi-Jie Lu Tian‐Shyug Lee Ling‐Jing Kao I-Fei Chen Deborah F. Cook Chih‐Hsiang Chang Yuehjen E. Shao Chao‐Ton Su
Topics: Neural Networks and Applications (9 papers)Advanced Statistical Process Monitoring (7 papers)Fault Detection and Control Systems (5 papers)
Cited by: Management Science and Operations Research Accounting Finance
Journals: Journal of Business Research Expert Systems with Applications Neurocomputing
Partner nations: Taiwan United States

In The Last Decade

Chih‐Chou Chiu

21 papers receiving 1.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Financial time series forecasting using independent component analysis and support vector regression

2009 394 citations Chi-Jie Lu, Tian‐Shyug Lee et al. Decision Support Systems profile →

Peers

Countries citing papers authored by Chih‐Chou Chiu

Since Specialization

Citations

This map shows the geographic impact of Chih‐Chou Chiu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Chih‐Chou Chiu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chih‐Chou Chiu more than expected).

Fields of papers citing papers by Chih‐Chou Chiu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Chih‐Chou Chiu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Chih‐Chou Chiu. The network helps show where Chih‐Chou Chiu may publish in the future.

Co-authorship network of co-authors of Chih‐Chou Chiu

This figure shows the co-authorship network connecting the top 25 collaborators of Chih‐Chou Chiu. A scholar is included among the top collaborators of Chih‐Chou Chiu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Chih‐Chou Chiu. Chih‐Chou Chiu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Unveiling the dimensions of digital transformation: A comprehensive taxonomy and assessment model for business 2024 ·Journal of Business Research ·Ling‐Jing Kao,Chih‐Chou Chiu,(unknown),(unknown),(unknown)	21
2	Inter-Purchase Time Prediction Based on Deep Learning 2022 ·Computer Systems Science and Engineering ·Ling‐Jing Kao,Chih‐Chou Chiu,Yu-Fan Lin,(unknown)	2
3	Applying emerging soft computing approaches to control chart pattern recognition for an SPC–EPC process 2016 ·Neurocomputing ·Yuehjen E. Shao,Chih‐Chou Chiu	22
4	Integration of nonlinear independent component analysis and support vector regression for stock price forecasting 2012 ·Neurocomputing ·Ling‐Jing Kao,Chih‐Chou Chiu,Chi-Jie Lu,(unknown)	111
5	A Bayesian latent variable model with classification and regression tree approach for behavior and credit scoring 2012 ·Knowledge-Based Systems ·Ling‐Jing Kao,Chih‐Chou Chiu,(unknown)	49
6	A FAULT DETECTION SYSTEM FOR AN AUTOCORRELATED PROCESS USING SPC/EPC/ANN AND SPC/EPC/SVM SCHEMES 2011 ·Yuehjen E. Shao,Chi-Jie Lu,Chih‐Chou Chiu	14
7	Financial time series forecasting using independent component analysis and support vector regressionbreakdown → 2009 ·Decision Support Systems ·Chi-Jie Lu,Tian‐Shyug Lee,Chih‐Chou Chiu	394
8	Process monitoring with ICA‐based signal extraction technique and CART approach 2008 ·Quality and Reliability Engineering International ·(unknown),Chih‐Chou Chiu	8
9	CONSTRUCTION OF CLUSTERING AND CLASSIFICATION MODELS BY INTEGRATING FUZZY ART, CART AND NEURAL NETWORK APPROACHES 2005 ·Journal of the Chinese Institute of Industrial Engineers ·Chih‐Chou Chiu,(unknown),(unknown)	3
10	Part family formation through fuzzy ART2 neural network 2004 ·Decision Support Systems ·R.J. Kuo,Yong Su,Chih‐Chou Chiu,Kai-Ying Chen,Fang-Chih Tien	12
11	Identification of process disturbance using SPC/EPC and neural networks 2003 ·Journal of Intelligent Manufacturing ·Chih‐Chou Chiu,Yuehjen E. Shao,Tian‐Shyug Lee,(unknown)	40
12	Neural network forecasting of an opening cash price index 2002 ·International Journal of Systems Science ·Tian‐Shyug Lee,Chih‐Chou Chiu	27
13	Credit scoring using the hybrid neural discriminant technique 2002 ·Expert Systems with Applications ·Tian‐Shyug Lee,Chih‐Chou Chiu,Chi-Jie Lu,I-Fei Chen	274
14	SHIFTS RECOGNITION IN CORRELATED MANUFACTURING PROCESS PARAMETERS USING NEURAL NETWORK 2001 ·Journal of the Chinese Institute of Industrial Engineers ·Chih‐Chou Chiu,Ming‐Hsien Yang	3
15	Using radial basis function neural networks to recognize shifts in correlated manufacturing process parameters 1998 ·IIE Transactions ·Deborah F. Cook,Chih‐Chou Chiu	74
16	1998 ·IIE Transactions ·Deborah F. Cook,Chih‐Chou Chiu	2
17	Combining a neural network and a rule-based expert system for short-term load forecasting 1997 ·Computers & Industrial Engineering ·Chih‐Chou Chiu,Deborah F. Cook,(unknown),(unknown)	10
18	Design of a radial basis function neural network with a radius-modification algorithm using response surface methodology 1997 ·Journal of Intelligent Manufacturing ·Chih‐Chou Chiu,Deborah F. Cook,Joseph J. Pignatiello,A. D. Whittaker	6
19	Combining a neural network with a rule-based expert system approach for short-term power load forecasting in Taiwan 1997 ·Expert Systems with Applications ·Chih‐Chou Chiu,Ling‐Jing Kao,Deborah F. Cook	26
20	Selection of optimal parameters in gas‐assisted injection moulding using a neural network model and the Taguchi method 1997 ·Chih‐Chou Chiu,Chao‐Ton Su,(unknown),Jeng‐Sheng Huang,Shia‐Chung Chen,(unknown)	22

About Chih‐Chou Chiu

Chih‐Chou Chiu is a scholar working on Statistics, Probability and Uncertainty, Analytical Chemistry and Statistics and Probability, having authored 21 papers that have together received 1.2k indexed citations. Recurring topics across this work include Neural Networks and Applications (9 papers), Advanced Statistical Process Monitoring (7 papers) and Fault Detection and Control Systems (5 papers). The work is most often cited by research in Management Science and Operations Research (537 citations), Accounting (298 citations) and Finance (193 citations). Chih‐Chou Chiu has collaborated with scholars based in Taiwan and United States. Frequent co-authors include Chi-Jie Lu, Tian‐Shyug Lee, Ling‐Jing Kao, I-Fei Chen, Deborah F. Cook, Chih‐Hsiang Chang, Yuehjen E. Shao, Chao‐Ton Su, Shia‐Chung Chen and Jeng‐Sheng Huang. Their work appears in journals such as Journal of Business Research, Expert Systems with Applications and Neurocomputing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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