Chih-Fong Tsai

128 papers A* 1B 1Journal 114Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ensemble Instance Selection for Medical Datasets: Single-Stage Parallel and Two-Stage Serial Ensemble Approaches.
Concurr. Comput. Pract. Exp.
Min-Wei Huang, Chih-Fong Tsai, Wun-Sin Wu
2025 J jnl
A novel hotel recommender system incorporating review sentiment and contextual information.
Int. J. Data Sci. Anal.
Ya-Han Hu, Chih-Fong Tsai, Yu-Chen Sun
2025 J jnl
Combining multiple data resampling methods and classifier ensembles for better financial distress prediction: homogeneous and heterogeneous approaches.
Ann. Oper. Res.
Ya-Han Hu, Chih-Fong Tsai, Pei-Ting Wang
2025 J jnl
Dimensionality Reduction Strategies for Classification: ML Versus DL Approaches and Their Combinations.
Expert Syst. J. Knowl. Eng.
Chihli Hung, Chih-Fong Tsai, Ming-Hui Wu
2025 J jnl
Handling Class Imbalanced Data in Sarcasm Detection with Ensemble Oversampling Techniques.
Appl. Artif. Intell.
Ya-Han Hu, Ting-Hsuan Liu, Chih-Fong Tsai, Yu-Jung Lin
2025 J jnl
Predicting functional outcomes after a stroke event by clinical text notes: A comparative study of traditional machine learning and deep learning methods.
Health Informatics J.
Yu-Hsiang Su, Chih-Fong Tsai
2025 J jnl
Predicting high increases in stock prices using text mining and data resampling techniques.
Appl. Soft Comput.
Chih-Fong Tsai, Ming-Chang Wang, Wei-Chao Lin, Xin-Yu Zheng
2024 J jnl
Feature selection and its combination with data over-sampling for multi-class imbalanced datasets.
Appl. Soft Comput.
Chih-Fong Tsai, Kuan-Chen Chen, Wei-Chao Lin
2024 — conf
Hybrid Technical-Visual Features for Stock Prediction.
AINA (3)
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Ernest Liu
2024 J jnl
Majority re-sampling via sub-class clustering for imbalanced datasets.
J. Exp. Theor. Artif. Intell.
Shih-Wen Ke, Chih-Fong Tsai, Yi-Ying Pan, Wei-Chao Lin
2024 J jnl
Managing Emotion In The Workplace: An Empirical Study With Enterprise Instant Messaging.
Appl. Artif. Intell.
Shih-Wen Ke, Chih-Fong Tsai, Yi-Jun Chen
2024 J jnl
Missing value imputation and the effect of feature normalisation on financial distress prediction.
J. Exp. Theor. Artif. Intell.
Kuen-Liang Sue, Chih-Fong Tsai, Hau-Min Tsau
2024 J jnl
On Combining Instance Selection and Discretisation: A Comparative Study of Two Combination Orders.
J. Inf. Knowl. Manag.
Kuen-Liang Sue, Chih-Fong Tsai, Tzu-Ming Yan
2024 J jnl
The effect of review visibility and diagnosticity on review helpfulness - An accessibility-diagnosticity theory perspective.
Decis. Support Syst.
Kuanchin Chen, Chih-Fong Tsai, Ya-Han Hu, Chen-Wei Hu
2023 — conf
A Novel Prediction Approach for Effective Medical Data Mining.
ICMHI
Chih-Fong Tsai, Ming-Chang Wang, Wei-Chao Lin
2023 J jnl
An adaptive growing grid model for a non-stationary environment.
Neurocomputing
Chihli Hung, Stefan Wermter, Yu-Liang Chi, Chih-Fong Tsai
2023 J jnl
Instance selection using one-versus-all and one-versus-one decomposition approaches in multiclass classification datasets.
Expert Syst. J. Knowl. Eng.
Ching-Lin Fang, Ming-Chang Wang, Chih-Fong Tsai, Wei-Chao Lin, Pei-Qi Liao
2023 — conf
The Impact of Feature Normalization on Different Feature Types of Medical Datasets.
ICMHI
Ya-Han Hu, Kang Ernest Liu, Chih-Fong Tsai
2023 J jnl
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study.
Artif. Intell. Rev.
Cian Lin, Chih-Fong Tsai, Wei-Chao Lin
2022 J jnl
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.
Ling-Chien Hung, Ya-Han Hu, Chih-Fong Tsai, Min-Wei Huang
2022 J jnl
An investigation of solutions for handling incomplete online review datasets with missing values.
J. Exp. Theor. Artif. Intell.
Ya-Han Hu, Chih-Fong Tsai
2022 J jnl
Deep learning for missing value imputation of continuous data and the effect of data discretization.
Knowl. Based Syst.
Wei-Chao Lin, Chih-Fong Tsai, Jia Rong Zhong
2022 J jnl
Empirical comparison of supervised learning techniques for missing value imputation.
Knowl. Inf. Syst.
Chih-Fong Tsai, Ya-Han Hu
2022 J jnl
Factors affecting text mining based stock prediction: Text feature representations, machine learning models, and news platforms.
Appl. Soft Comput.
Wei-Chao Lin, Chih-Fong Tsai, Hsuan Chen
2021 J jnl
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers.
Data Technol. Appl.
Zhenyuan Wang, Chih-Fong Tsai, Wei-Chao Lin
2021 J jnl
Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets.
IEEE Access
Chih-Fong Tsai, Wei-Chao Lin
2021 J jnl
Instance selection in medical datasets: A divide-and-conquer framework.
Comput. Electr. Eng.
Min-Wei Huang, Chih-Fong Tsai, Wei-Chao Lin
2021 J jnl
Towards missing electric power data imputation for energy management systems.
Expert Syst. Appl.
Ming-Chang Wang, Chih-Fong Tsai, Wei-Chao Lin
2020 J jnl
Ensemble feature selection in high dimension, low sample size datasets: Parallel and serial combination approaches.
Knowl. Based Syst.
Chih-Fong Tsai, Ya-Ting Sung
2020 J jnl
Integrating Feature and Instance Selection Techniques in Opinion Mining.
Int. J. Data Warehous. Min.
Zi-Hung You, Ya-Han Hu, Chih-Fong Tsai, Yen-Ming Kuo
2020 J jnl
Missing value imputation: a review and analysis of the literature (2006-2017).
Artif. Intell. Rev.
Wei-Chao Lin, Chih-Fong Tsai
2020 J jnl
Two-stage hybrid learning techniques for bankruptcy prediction.
Stat. Anal. Data Min.
Chih-Fong Tsai
2019 J jnl
Bag-of-Words and Region-Based Feature Representations in Object Categorization: A Comparative Study.
J. Comput.
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Ernest Liu
2019 J jnl
Feature selection in single and ensemble learning-based bankruptcy prediction models.
Expert Syst. J. Knowl. Eng.
Wei-Chao Lin, Yu-Hsin Lu, Chih-Fong Tsai
2019 — conf
On Fusing Multiple Instance Selection Results.
IEEM
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Liu
2019 J jnl
The optimal combination of feature selection and data discretization: An empirical study.
Inf. Sci.
Chih-Fong Tsai, Yu-Chi Chen
2019 J jnl
Under-sampling class imbalanced datasets by combining clustering analysis and instance selection.
Inf. Sci.
Chih-Fong Tsai, Wei-Chao Lin, Ya-Han Hu, Guan-Ting Yao
2018 J jnl
A class center based approach for missing value imputation.
Knowl. Based Syst.
Chih-Fong Tsai, Miao-Ling Li, Wei-Chao Lin
2018 J jnl
A novel classifier ensemble approach for financial distress prediction.
Knowl. Inf. Syst.
Deron Liang, Chih-Fong Tsai, An-Jie Dai, William Eberle
2018 J jnl
Progressive visual cryptography with friendly and size invariant shares.
Int. Arab J. Inf. Technol.
Young-Chang Hou, Zen-Yu Quan, Chih-Fong Tsai
2018 — conf
Two Strategies for Bag-of-Visual Words Feature Extraction.
IIAI-AAI
Chih-Fong Tsai
2017 J jnl
Clustering-based undersampling in class-imbalanced data.
Inf. Sci.
Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu, Jing-Shang Jhang
2017 — conf
Early versus Late Dimensionality Reduction of Bag-of-Words Feature Representation for Image Classification.
ICBRA
Chih-Fong Tsai, Ya-Han Hu, Wei-Chao Lin, Ming-Chang Wang
2017 J jnl
Soft estimation by hierarchical classification and regression.
Neurocomputing
Shih-Wen Ke, Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu
2017 J jnl
Top 10 data mining techniques in business applications: a brief survey.
Kybernetes
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
2017 J jnl
When Should We Ignore Examples with Missing Values?
Int. J. Data Warehous. Min.
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
2016 J jnl
3D model retrieval by sample based alignment.
J. Vis. Commun. Image Represent.
Zong-Yao Chen, Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
2016 J jnl
Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies.
J. Syst. Softw.
Chih-Fong Tsai, Wei-Chao Lin, Shih-Wen Ke
2016 J jnl
Combining instance selection for better missing value imputation.
J. Syst. Softw.
Chih-Fong Tsai, Fu-Yu Chang
2016 J jnl
Data preprocessing issues for incomplete medical datasets.
Expert Syst. J. Knowl. Eng.
Min-Wei Huang, Wei-Chao Lin, Chih-Wen Chen, Shih-Wen Ke, Chih-Fong Tsai, William Eberle
2016 J jnl
Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study.
Eur. J. Oper. Res.
Deron Liang, Chia-Chi Lu, Chih-Fong Tsai, Guan-An Shih
2016 J jnl
Intangible assets evaluation: The machine learning perspective.
Neurocomputing
Chih-Fong Tsai, Yu-Hsin Lu, Yu-Chung Hung, David C. Yen
2016 J jnl
Keypoint selection for efficient bag-of-words feature generation and effective image classification.
Inf. Sci.
Wei-Chao Lin, Chih-Fong Tsai, Zong-Yao Chen, Shih-Wen Ke
2016 J jnl
Research impact of general and funded papers: A citation analysis of two ACM international conference proceeding series.
Online Inf. Rev.
Cheng-Che Shen, Ya-Han Hu, Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
2016 J jnl
SAFQuery: a simple and flexible advanced Web search interface.
Electron. Libr.
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
2015 J jnl
A hybrid indicator for journal ranking: An example from the field of Health Care Sciences and Services.
Online Inf. Rev.
Wen-Chin Hsu, Chih-Fong Tsai, Jia-Huan Li
2015 J jnl
A novel approach for mining cyclically repeated patterns with multiple minimum supports.
Appl. Soft Comput.
Ya-Han Hu, Chih-Fong Tsai, Chun-Tien Tai, In-Chi Chiang
2015 J jnl
A privilege-based visual secret sharing model.
J. Vis. Commun. Image Represent.
Young-Chang Hou, Zen-Yu Quan, Chih-Fong Tsai
2015 J jnl
CANN: An intrusion detection system based on combining cluster centers and nearest neighbors.
Knowl. Based Syst.
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
2015 J jnl
Correlation analysis for comparison of the citation impact of journals, magazines, and conferences in computer science.
Online Inf. Rev.
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
2015 J jnl
Customer segmentation issues and strategies for an automobile dealership with two clustering techniques.
Expert Syst. J. Knowl. Eng.
Chih-Fong Tsai, Ya-Han Hu, Yu-Hsin Lu
2015 J jnl
Evolutionary feature and instance selection for traffic sign recognition.
Comput. Ind.
Zong-Yao Chen, Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
2015 J jnl
Factors affecting rocchio-based pseudorelevance feedback in image retrieval.
J. Assoc. Inf. Sci. Technol.
Chih-Fong Tsai, Ya-Han Hu, Zong-Yao Chen
2015 J jnl
Image retargeting using RGB-D camera.
Multim. Tools Appl.
Wei-Yang Lin, Chih-Fong Tsai, Pei-Chen Wu, Bo-Rong Chen
2015 J jnl
Instance selection by genetic-based biological algorithm.
Soft Comput.
Zong-Yao Chen, Chih-Fong Tsai, William Eberle, Wei-Chao Lin, Shih-Wen Ke
2015 J jnl
Learning to detect representative data for large scale instance selection.
J. Syst. Softw.
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke, Chia-Wen Hung, William Eberle
2015 J jnl
LocalContent: a personal scientific document retrieval system.
Electron. Libr.
Chih-Fong Tsai, Shih-Wen Ke, Kenneth McGarry, Ming-Yi Lin
2015 J jnl
On learning dual classifiers for better data classification.
Appl. Soft Comput.
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke, Mon-Loon You
2015 B conf
The Identification of Prolonged Length of Stay for Surgery Patients.
SMC
Mao-Te Chuang, Ya-Han Hu, Chih-Fong Tsai, Chia-Lun Lo, Wei-Chao Lin
2015 J jnl
The effect of feature selection on financial distress prediction.
Knowl. Based Syst.
Deron Liang, Chih-Fong Tsai, Hsin-Ting Wu
2015 J jnl
The effect of low-level image features on pseudo relevance feedback.
Neurocomputing
Wei-Chao Lin, Zong-Yao Chen, Shih-Wen Ke, Chih-Fong Tsai, Wei-Yang Lin
2014 J jnl
A Borda count approach to combine subjective and objective based MIS journal rankings.
Online Inf. Rev.
Chih-Fong Tsai, Ya-Han Hu, George Shih-Wen Ke
2014 J jnl
A comparative study of classifier ensembles for bankruptcy prediction.
Appl. Soft Comput.
Chih-Fong Tsai, Yu-Feng Hsu, David C. Yen
2014 J jnl
Biological-based genetic algorithms for optimized disaster response resource allocation.
Comput. Ind. Eng.
Jui-Sheng Chou, Chih-Fong Tsai, Zong-Yao Chen, Ming-Hui Sun
2014 J jnl
Citation impact analysis of research papers that appear in oral and poster sessions: A case study of three computer science conferences.
Online Inf. Rev.
Shih-Wen Ke, Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu
2014 J jnl
Citation impact analysis of top ranked computer science journals and their rankings.
J. Informetrics
Chih-Fong Tsai
2014 J jnl
Combining cluster analysis with classifier ensembles to predict financial distress.
Inf. Fusion
Chih-Fong Tsai
2014 J jnl
Dimensionality and data reduction in telecom churn prediction.
Kybernetes
Wei-Chao Lin, Chih-Fong Tsai, Shih-Wen Ke
2014 J jnl
Evolutionary instance selection for text classification.
J. Syst. Softw.
Chih-Fong Tsai, Zong-Yao Chen, Shih-Wen Ke
2014 J jnl
Modeling credit scoring using neural network ensembles.
Kybernetes
Chih-Fong Tsai, Chihli Hung
2014 J jnl
Stock Prediction by Searching for Similarities in Candlestick Charts.
ACM Trans. Manag. Inf. Syst.
Chih-Fong Tsai, Zen-Yu Quan
2014 J jnl
Towards high dimensional instance selection: An evolutionary approach.
Decis. Support Syst.
Chih-Fong Tsai, Zong-Yao Chen
2013 J jnl
A comparative study of hybrid machine learning techniques for customer lifetime value prediction.
Kybernetes
Chih-Fong Tsai, Ya-Han Hu, Chia-Sheng Hung, Yu-Feng Hsu
2013 J jnl
Block-based progressive visual secret sharing.
Inf. Sci.
Young-Chang Hou, Zen-Yu Quan, Chih-Fong Tsai, A.-Yu Tseng
2013 J jnl
Crossing the fuzzy front end chasm: Effective product project concept selection using a 2-tuple fuzzy linguistic approach.
J. Intell. Fuzzy Syst.
Chih-Fong Tsai, Zong-Yao Chen
2013 J jnl
Genetic algorithms in feature and instance selection.
Knowl. Based Syst.
Chih-Fong Tsai, William Eberle, Chi-Yuan Chu
2013 J jnl
Popular research topics in multimedia.
Scientometrics
Chih-Fong Tsai, Chihli Hung
2013 J jnl
SVOIS: Support Vector Oriented Instance Selection for text classification.
Inf. Syst.
Chih-Fong Tsai, Che-Wei Chang
2012 J jnl
Cluster ensembles in collaborative filtering recommendation.
Appl. Soft Comput.
Chih-Fong Tsai, Chihli Hung
2012 J jnl
Determinants of intangible assets value: The data mining approach.
Knowl. Based Syst.
Chih-Fong Tsai, Yu-Hsin Lu, David C. Yen
2012 J jnl
Machine Learning in Financial Crisis Prediction: A Survey.
IEEE Trans. Syst. Man Cybern. Part C
Wei-Yang Lin, Ya-Han Hu, Chih-Fong Tsai
2012 J jnl
OGIR: an ontology-based grid information retrieval framework.
Online Inf. Rev.
Chihli Hung, Chih-Fong Tsai, Shin-Yuan Hung, Chang-Jiang Ku
2012 J jnl
Preliminary cost estimates for thin-film transistor liquid-crystal display inspection and repair equipment: A hybrid hierarchical approach.
Comput. Ind. Eng.
Jui-Sheng Chou, Chih-Fong Tsai
2012 J jnl
Scenery Image Retrieval by Meta-Feature Representation.
Online Inf. Rev.
Chih-Fong Tsai, Wei-Chao Lin
2012 J jnl
Simple instance selection for bankruptcy prediction.
Knowl. Based Syst.
Chih-Fong Tsai, Kai-Chun Cheng
2011 — conf
Data pre-processing by genetic algorithms for bankruptcy prediction.
IEEM
Chih-Fong Tsai, Jui-Sheng Chou
2011 J jnl
Distance-based features in pattern classification.
EURASIP J. Adv. Signal Process.
Chih-Fong Tsai, Wei-Yang Lin, Zhen-Fu Hong, Chung-Yang Hsieh
2011 J jnl
Predicting stock returns by classifier ensembles.
Appl. Soft Comput.
Chih-Fong Tsai, Yuah-Chiao Lin, David C. Yen, Yan-Min Chen
2010 J jnl
A triangle area based nearest neighbors approach to intrusion detection.
Pattern Recognit.
Chih-Fong Tsai, Chia-Ying Lin
2010 J jnl
Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches.
Decis. Support Syst.
Chih-Fong Tsai, Yu-Chieh Hsiao
2010 J jnl
Credit rating by hybrid machine learning techniques.
Appl. Soft Comput.
Chih-Fong Tsai, Ming-Lun Chen
2010 J jnl
Variable selection by association rules for customer churn prediction of multimedia on demand.
Expert Syst. Appl.
Chih-Fong Tsai, Mao-Yuan Chen
2009 — conf
A Comparative Study of Global and Local Feature Representations in Image Database Categorization.
NCM
Chih-Fong Tsai, Wei-Chao Lin
2009 J jnl
Component-based software version management based on a Component-Interface Dependency Matrix.
J. Syst. Softw.
Shi-Ming Huang, Chih-Fong Tsai, Po-Chun Huang
2009 J jnl
Customer churn prediction by hybrid neural networks.
Expert Syst. Appl.
Chih-Fong Tsai, Yu-Hsin Lu
2009 J jnl
Discovering Stock Trading Preferences by Self-Organizing Maps and Decision Trees.
Int. J. Artif. Intell. Tools
Chih-Fong Tsai, Yuah-Chiao Lin, Yi-Ting Wang
2009 J jnl
Earnings management prediction: A pilot study of combining neural networks and decision trees.
Expert Syst. Appl.
Chih-Fong Tsai, Yen-Jiun Chiou
2009 J jnl
Feature selection in bankruptcy prediction.
Knowl. Based Syst.
Chih-Fong Tsai
2009 J jnl
Improving image annotation via useful representative feature selection.
Cogn. Process.
Wei-Chao Lin, Michael P. Oakes, John Tait, Chih-Fong Tsai
2009 J jnl
Intrusion detection by machine learning: A review.
Expert Syst. Appl.
Chih-Fong Tsai, Yu-Feng Hsu, Chia-Ying Lin, Wei-Yang Lin
2008 J jnl
A hybrid financial analysis model for business failure prediction.
Expert Syst. Appl.
Shi-Ming Huang, Chih-Fong Tsai, David C. Yen, Yin-Lin Cheng
2008 J jnl
Financial decision support using neural networks and support vector machines.
Expert Syst. J. Knowl. Eng.
Chih-Fong Tsai
2008 J jnl
Market segmentation based on hierarchical self-organizing map for markets of multimedia on demand.
Expert Syst. Appl.
Chihli Hung, Chih-Fong Tsai
2008 J jnl
Personal photo browsing and retrieval by clustering techniques: Effectiveness and efficiency evaluation.
Online Inf. Rev.
Chun-Nan Lin, Chih-Fong Tsai, Jinsheng Roan
2008 J jnl
Sensitivity analysis of mapping local image features into conceptual categories.
Libr. Hi Tech
Chih-Fong Tsai, David C. Yen
2008 J jnl
The development of audit detection risk assessment system: Using the fuzzy theory and audit risk model.
Expert Syst. Appl.
She-I Chang, Chih-Fong Tsai, Dong-Her Shih, Chia-Ling Hwang
2008 J jnl
Using neural network ensembles for bankruptcy prediction and credit scoring.
Expert Syst. Appl.
Chih-Fong Tsai, Jhen-Wei Wu
2007 J jnl
A review of image retrieval methods for digital cultural heritage resources.
Online Inf. Rev.
Chih-Fong Tsai
2007 J jnl
Image mining by spectral features: A case study of scenery image classification.
Expert Syst. Appl.
Chih-Fong Tsai
2007 — conf
The Development of Audit Detection Risk Assessment System: Using the Fuzzy Theory and Audit Risk Model.
PACIS
She-I Chang, Chih-Fong Tsai, Chia-Ling Hwang
2006 J jnl
CLAIRE: A modular support vector image indexing and classification system.
ACM Trans. Inf. Syst.
Chih-Fong Tsai, Kenneth McGarry, John Tait
2006 J jnl
Qualitative evaluation of automatic assignment of keywords to images.
Inf. Process. Manag.
Chih-Fong Tsai, Kenneth McGarry, John Tait
2005 — —
Automatically annotating images with keywords.
Chih-Fong Tsai
2005 J jnl
Training support vector machines based on stacked generalization for image classification.
Neurocomputing
Chih-Fong Tsai
2003 A* conf
Image classification using hybrid neural networks.
SIGIR
Chih-Fong Tsai, Kenneth McGarry, John Tait
2003 J jnl
Stacked generalisation: a novel solution to bridge the semantic gap for content-based image retrieval.
Online Inf. Rev.
Chih-Fong Tsai
2003 — conf
Using neuro-fuzzy techniques based on a two-stage mapping model for concept-based image database indexing.
ISMSE
Chih-Fong Tsai, Kenneth McGarry, John Tait
1997 — conf
A Fuzzy Taguchi Controller to Improve Genetic Algorithm Parameter Selection.
ICANNGA
Chih-Fong Tsai, C. G. D. Bowerman, John I. Tait, C. Bradford