Chih-Fong Tsai

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 61

Top Venues

University of Sunderland, Tyne and Wear, UK (PHD)

Education History

University of Sunderland, Tyne and Wear, UK

PHD

Publications

Chih-Fong Tsai, Kuan-Chen Chen, Wei-Chao Lin
Feature selection and its combination with data over-sampling for multi-class imbalanced datasets. Appl. Soft Comput. 153 (2024)
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Ernest Liu
Hybrid Technical-Visual Features for Stock Prediction. AINA (3) (2024)
Kuanchin Chen, Chih-Fong Tsai, Ya-Han Hu, Chen-Wei Hu
The effect of review visibility and diagnosticity on review helpfulness - An accessibility-diagnosticity theory perspective. Decis. Support Syst. 178 (2024)
Shih-Wen Ke, Chih-Fong Tsai, Yi-Jun Chen
Managing Emotion In The Workplace: An Empirical Study With Enterprise Instant Messaging. Appl. Artif. Intell. 38 (1) (2024)
Chihli Hung, Stefan Wermter, Yu-Liang Chi, Chih-Fong Tsai
An adaptive growing grid model for a non-stationary environment. Neurocomputing 550 (2023)
Ching-Lin Fang, Ming-Chang Wang, Chih-Fong Tsai, Wei-Chao Lin, Pei-Qi Liao
Instance selection using one-versus-all and one-versus-one decomposition approaches in multiclass classification datasets. Expert Syst. J. Knowl. Eng. 40 (6) (2023)
Chih-Fong Tsai, Ming-Chang Wang, Wei-Chao Lin
A Novel Prediction Approach for Effective Medical Data Mining. ICMHI (2023)
Ya-Han Hu, Kang Ernest Liu, Chih-Fong Tsai
The Impact of Feature Normalization on Different Feature Types of Medical Datasets. ICMHI (2023)
Cian Lin, Chih-Fong Tsai, Wei-Chao Lin
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study. Artif. Intell. Rev. 56 (2) (2023)
Ling-Chien Hung, Ya-Han Hu, Chih-Fong Tsai, Min-Wei Huang
A dynamic time warping approach for handling class imbalanced medical datasets with missing values: A case study of protein localization site prediction. Expert Syst. Appl. 192 (2022)
Wei-Chao Lin, Chih-Fong Tsai, Hsuan Chen
Factors affecting text mining based stock prediction: Text feature representations, machine learning models, and news platforms. Appl. Soft Comput. 130 (2022)
Chih-Fong Tsai, Ya-Han Hu
Empirical comparison of supervised learning techniques for missing value imputation. Knowl. Inf. Syst. 64 (4) (2022)
Wei-Chao Lin, Chih-Fong Tsai, Jia Rong Zhong
Deep learning for missing value imputation of continuous data and the effect of data discretization. Knowl. Based Syst. 239 (2022)
Ya-Han Hu, Chih-Fong Tsai
An investigation of solutions for handling incomplete online review datasets with missing values. J. Exp. Theor. Artif. Intell. 34 (6) (2022)
Chih-Fong Tsai, Wei-Chao Lin
Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets. IEEE Access 9 (2021)
Ming-Chang Wang, Chih-Fong Tsai, Wei-Chao Lin
Towards missing electric power data imputation for energy management systems. Expert Syst. Appl. 174 (2021)
Min-Wei Huang, Chih-Fong Tsai, Wei-Chao Lin
Instance selection in medical datasets: A divide-and-conquer framework. Comput. Electr. Eng. 90 (2021)
Zhenyuan Wang, Chih-Fong Tsai, Wei-Chao Lin
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers. Data Technol. Appl. 55 (5) (2021)
Wei-Chao Lin, Chih-Fong Tsai
Missing value imputation: a review and analysis of the literature (2006-2017). Artif. Intell. Rev. 53 (2) (2020)
Zi-Hung You, Ya-Han Hu, Chih-Fong Tsai, Yen-Ming Kuo
Integrating Feature and Instance Selection Techniques in Opinion Mining. Int. J. Data Warehous. Min. 16 (3) (2020)
Chih-Fong Tsai, Ya-Ting Sung
Ensemble feature selection in high dimension, low sample size datasets: Parallel and serial combination approaches. Knowl. Based Syst. 203 (2020)
Chih-Fong Tsai
Two-stage hybrid learning techniques for bankruptcy prediction. Stat. Anal. Data Min. 13 (6) (2020)
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Ernest Liu
Bag-of-Words and Region-Based Feature Representations in Object Categorization: A Comparative Study. J. Comput. 14 (2) (2019)
Chih-Fong Tsai, Wei-Chao Lin, Ya-Han Hu, Guan-Ting Yao
Under-sampling class imbalanced datasets by combining clustering analysis and instance selection. Inf. Sci. 477 (2019)
Chih-Fong Tsai, Yu-Chi Chen
The optimal combination of feature selection and data discretization: An empirical study. Inf. Sci. 505 (2019)
Wei-Chao Lin, Yu-Hsin Lu, Chih-Fong Tsai
Feature selection in single and ensemble learning-based bankruptcy prediction models. Expert Syst. J. Knowl. Eng. 36 (1) (2019)
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Liu
On Fusing Multiple Instance Selection Results. IEEM (2019)
Chih-Fong Tsai
Two Strategies for Bag-of-Visual Words Feature Extraction. IIAI-AAI (2018)
Young-Chang Hou, Zen-Yu Quan, Chih-Fong Tsai
Progressive visual cryptography with friendly and size invariant shares. Int. Arab J. Inf. Technol. 15 (2) (2018)
Deron Liang, Chih-Fong Tsai, An-Jie Dai, William Eberle
A novel classifier ensemble approach for financial distress prediction. Knowl. Inf. Syst. 54 (2) (2018)
Chih-Fong Tsai, Miao-Ling Li, Wei-Chao Lin
A class center based approach for missing value imputation. Knowl. Based Syst. 151 (2018)
Chih-Fong Tsai, Ya-Han Hu, Wei-Chao Lin, Ming-Chang Wang
Early versus Late Dimensionality Reduction of Bag-of-Words Feature Representation for Image Classification. ICBRA (2017)
Shih-Wen Ke, Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu
Soft estimation by hierarchical classification and regression. Neurocomputing 234 (2017)
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
Top 10 data mining techniques in business applications: a brief survey. Kybernetes 46 (7) (2017)
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
When Should We Ignore Examples with Missing Values? Int. J. Data Warehous. Min. 13 (4) (2017)
Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu, Jing-Shang Jhang
Clustering-based undersampling in class-imbalanced data. Inf. Sci. 409 (2017)
Wei-Chao Lin, Chih-Fong Tsai, Zong-Yao Chen, Shih-Wen Ke
Keypoint selection for efficient bag-of-words feature generation and effective image classification. Inf. Sci. 329 (2016)
Cheng-Che Shen, Ya-Han Hu, Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
Research impact of general and funded papers: A citation analysis of two ACM international conference proceeding series. Online Inf. Rev. 40 (4) (2016)
Min-Wei Huang, Wei-Chao Lin, Chih-Wen Chen, Shih-Wen Ke, Chih-Fong Tsai, William Eberle
Data preprocessing issues for incomplete medical datasets. Expert Syst. J. Knowl. Eng. 33 (5) (2016)
Chih-Fong Tsai, Fu-Yu Chang
Combining instance selection for better missing value imputation. J. Syst. Softw. 122 (2016)
Chih-Fong Tsai, Wei-Chao Lin, Shih-Wen Ke
Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies. J. Syst. Softw. 122 (2016)
Zong-Yao Chen, Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
3D model retrieval by sample based alignment. J. Vis. Commun. Image Represent. 40 (2016)
Chih-Fong Tsai, Yu-Hsin Lu, Yu-Chung Hung, David C. Yen
Intangible assets evaluation: The machine learning perspective. Neurocomputing 175 (2016)
Deron Liang, Chia-Chi Lu, Chih-Fong Tsai, Guan-An Shih
Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study. Eur. J. Oper. Res. 252 (2) (2016)
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
SAFQuery: a simple and flexible advanced Web search interface. Electron. Libr. 34 (1) (2016)
Wen-Chin Hsu, Chih-Fong Tsai, Jia-Huan Li
A hybrid indicator for journal ranking: An example from the field of Health Care Sciences and Services. Online Inf. Rev. 39 (7) (2015)
Chih-Fong Tsai, Shih-Wen Ke, Kenneth McGarry, Ming-Yi Lin
LocalContent: a personal scientific document retrieval system. Electron. Libr. 33 (3) (2015)
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
CANN: An intrusion detection system based on combining cluster centers and nearest neighbors. Knowl. Based Syst. 78 (2015)
Zong-Yao Chen, Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
Evolutionary feature and instance selection for traffic sign recognition. Comput. Ind. 74 (2015)
Mao-Te Chuang, Ya-Han Hu, Chih-Fong Tsai, Chia-Lun Lo, Wei-Chao Lin
The Identification of Prolonged Length of Stay for Surgery Patients. SMC (2015)
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke, Mon-Loon You
On learning dual classifiers for better data classification. Appl. Soft Comput. 37 (2015)
Wei-Yang Lin, Chih-Fong Tsai, Pei-Chen Wu, Bo-Rong Chen
Image retargeting using RGB-D camera. Multim. Tools Appl. 74 (9) (2015)
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
Correlation analysis for comparison of the citation impact of journals, magazines, and conferences in computer science. Online Inf. Rev. 39 (3) (2015)
Chih-Fong Tsai, Ya-Han Hu, Zong-Yao Chen
Factors affecting rocchio-based pseudorelevance feedback in image retrieval. J. Assoc. Inf. Sci. Technol. 66 (1) (2015)
Young-Chang Hou, Zen-Yu Quan, Chih-Fong Tsai
A privilege-based visual secret sharing model. J. Vis. Commun. Image Represent. 33 (2015)
Chih-Fong Tsai, Ya-Han Hu, Yu-Hsin Lu
Customer segmentation issues and strategies for an automobile dealership with two clustering techniques. Expert Syst. J. Knowl. Eng. 32 (1) (2015)
Ya-Han Hu, Chih-Fong Tsai, Chun-Tien Tai, In-Chi Chiang
A novel approach for mining cyclically repeated patterns with multiple minimum supports. Appl. Soft Comput. 28 (2015)
Zong-Yao Chen, Chih-Fong Tsai, William Eberle, Wei-Chao Lin, Shih-Wen Ke
Instance selection by genetic-based biological algorithm. Soft Comput. 19 (5) (2015)
Wei-Chao Lin, Zong-Yao Chen, Shih-Wen Ke, Chih-Fong Tsai, Wei-Yang Lin
The effect of low-level image features on pseudo relevance feedback. Neurocomputing 166 (2015)
Deron Liang, Chih-Fong Tsai, Hsin-Ting Wu
The effect of feature selection on financial distress prediction. Knowl. Based Syst. 73 (2015)
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke, Chia-Wen Hung, William Eberle
Learning to detect representative data for large scale instance selection. J. Syst. Softw. 106 (2015)
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
Dimensionality and data reduction in telecom churn prediction. Kybernetes 43 (5) (2014)
Chih-Fong Tsai, Zen-Yu Quan
Stock Prediction by Searching for Similarities in Candlestick Charts. ACM Trans. Manag. Inf. Syst. 5 (2) (2014)
Jui-Sheng Chou, Chih-Fong Tsai, Zong-Yao Chen, Ming-Hui Sun
Biological-based genetic algorithms for optimized disaster response resource allocation. Comput. Ind. Eng. 74 (2014)
Chih-Fong Tsai, Yu-Feng Hsu, David C. Yen
A comparative study of classifier ensembles for bankruptcy prediction. Appl. Soft Comput. 24 (2014)
Chih-Fong Tsai, Chihli Hung
Modeling credit scoring using neural network ensembles. Kybernetes 43 (7) (2014)
Chih-Fong Tsai, Zong-Yao Chen, Shih-Wen Ke
Evolutionary instance selection for text classification. J. Syst. Softw. 90 (2014)
Chih-Fong Tsai
Citation impact analysis of top ranked computer science journals and their rankings. J. Informetrics 8 (2) (2014)
Shih-Wen Ke, Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu
Citation impact analysis of research papers that appear in oral and poster sessions: A case study of three computer science conferences. Online Inf. Rev. 38 (6) (2014)
Chih-Fong Tsai, Ya-Han Hu, George Shih-Wen Ke
A Borda count approach to combine subjective and objective based MIS journal rankings. Online Inf. Rev. 38 (4) (2014)
Chih-Fong Tsai
Combining cluster analysis with classifier ensembles to predict financial distress. Inf. Fusion 16 (2014)
Chih-Fong Tsai, Zong-Yao Chen
Towards high dimensional instance selection: An evolutionary approach. Decis. Support Syst. 61 (2014)
Chih-Fong Tsai, Che-Wei Chang
SVOIS: Support Vector Oriented Instance Selection for text classification. Inf. Syst. 38 (8) (2013)
Chih-Fong Tsai, Chihli Hung
Popular research topics in multimedia. Scientometrics 95 (1) (2013)
Chih-Fong Tsai, Zong-Yao Chen
Crossing the fuzzy front end chasm: Effective product project concept selection using a 2-tuple fuzzy linguistic approach. J. Intell. Fuzzy Syst. 25 (3) (2013)
Chih-Fong Tsai, William Eberle, Chi-Yuan Chu
Genetic algorithms in feature and instance selection. Knowl. Based Syst. 39 (2013)
Chih-Fong Tsai, Ya-Han Hu, Chia-Sheng Hung, Yu-Feng Hsu
A comparative study of hybrid machine learning techniques for customer lifetime value prediction. Kybernetes 42 (3) (2013)
Young-Chang Hou, Zen-Yu Quan, Chih-Fong Tsai, A.-Yu Tseng
Block-based progressive visual secret sharing. Inf. Sci. 233 (2013)
Chih-Fong Tsai, Chihli Hung
Cluster ensembles in collaborative filtering recommendation. Appl. Soft Comput. 12 (4) (2012)
Chihli Hung, Chih-Fong Tsai, Shin-Yuan Hung, Chang-Jiang Ku
OGIR: an ontology-based grid information retrieval framework. Online Inf. Rev. 36 (6) (2012)
Wei-Yang Lin, Ya-Han Hu, Chih-Fong Tsai
Machine Learning in Financial Crisis Prediction: A Survey. IEEE Trans. Syst. Man Cybern. Part C 42 (4) (2012)
Chih-Fong Tsai, Kai-Chun Cheng
Simple instance selection for bankruptcy prediction. Knowl. Based Syst. 27 (2012)
Jui-Sheng Chou, Chih-Fong Tsai
Preliminary cost estimates for thin-film transistor liquid-crystal display inspection and repair equipment: A hybrid hierarchical approach. Comput. Ind. Eng. 62 (2) (2012)
Chih-Fong Tsai, Wei-Chao Lin
Scenery Image Retrieval by Meta-Feature Representation. Online Inf. Rev. 36 (4) (2012)
Chih-Fong Tsai, Yu-Hsin Lu, David C. Yen
Determinants of intangible assets value: The data mining approach. Knowl. Based Syst. 31 (2012)
Chih-Fong Tsai, Jui-Sheng Chou
Data pre-processing by genetic algorithms for bankruptcy prediction. IEEM (2011)
Chih-Fong Tsai, Yuah-Chiao Lin, David C. Yen, Yan-Min Chen
Predicting stock returns by classifier ensembles. Appl. Soft Comput. 11 (2) (2011)
Chih-Fong Tsai, Wei-Yang Lin, Zhen-Fu Hong, Chung-Yang Hsieh
Distance-based features in pattern classification. EURASIP J. Adv. Signal Process. 2011 (2011)
Chih-Fong Tsai, Yu-Chieh Hsiao
Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches. Decis. Support Syst. 50 (1) (2010)
Chih-Fong Tsai, Mao-Yuan Chen
Variable selection by association rules for customer churn prediction of multimedia on demand. Expert Syst. Appl. 37 (3) (2010)
Chih-Fong Tsai, Chia-Ying Lin
A triangle area based nearest neighbors approach to intrusion detection. Pattern Recognit. 43 (1) (2010)
Chih-Fong Tsai, Ming-Lun Chen
Credit rating by hybrid machine learning techniques. Appl. Soft Comput. 10 (2) (2010)
Chih-Fong Tsai, Yu-Hsin Lu
Customer churn prediction by hybrid neural networks. Expert Syst. Appl. 36 (10) (2009)
Chih-Fong Tsai, Yuah-Chiao Lin, Yi-Ting Wang
Discovering Stock Trading Preferences by Self-Organizing Maps and Decision Trees. Int. J. Artif. Intell. Tools 18 (4) (2009)
Shi-Ming Huang, Chih-Fong Tsai, Po-Chun Huang
Component-based software version management based on a Component-Interface Dependency Matrix. J. Syst. Softw. 82 (3) (2009)
Chih-Fong Tsai
Feature selection in bankruptcy prediction. Knowl. Based Syst. 22 (2) (2009)
Chih-Fong Tsai, Yu-Feng Hsu, Chia-Ying Lin, Wei-Yang Lin
Intrusion detection by machine learning: A review. Expert Syst. Appl. 36 (10) (2009)
Chih-Fong Tsai, Wei-Chao Lin
A Comparative Study of Global and Local Feature Representations in Image Database Categorization. NCM (2009)
Chih-Fong Tsai, Yen-Jiun Chiou
Earnings management prediction: A pilot study of combining neural networks and decision trees. Expert Syst. Appl. 36 (3) (2009)
Wei-Chao Lin, Michael P. Oakes, John Tait, Chih-Fong Tsai
Improving image annotation via useful representative feature selection. Cogn. Process. 10 (3) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chih-Fong Tsai