Chih-Fong Tsai
Orcid: 0000-0002-5991-2253
According to our database1,
Chih-Fong Tsai
authored at least 118 papers
between 1997 and 2024.
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Bibliography
2024
Managing Emotion In The Workplace: An Empirical Study With Enterprise Instant Messaging.
Appl. Artif. Intell., December, 2024
The effect of review visibility and diagnosticity on review helpfulness - An accessibility-diagnosticity theory perspective.
Decis. Support Syst., March, 2024
Feature selection and its combination with data over-sampling for multi-class imbalanced datasets.
Appl. Soft Comput., 2024
Proceedings of the Advanced Information Networking and Applications, 2024
2023
Instance selection using one-versus-all and one-versus-one decomposition approaches in multiclass classification datasets.
Expert Syst. J. Knowl. Eng., July, 2023
Towards hybrid over- and under-sampling combination methods for class imbalanced datasets: an experimental study.
Artif. Intell. Rev., February, 2023
Neurocomputing, 2023
Proceedings of the 7th International Conference on Medical and Health Informatics, 2023
Proceedings of the 7th International Conference on Medical and Health Informatics, 2023
2022
Deep learning for missing value imputation of continuous data and the effect of data discretization.
Knowl. Based Syst., 2022
Knowl. Inf. Syst., 2022
An investigation of solutions for handling incomplete online review datasets with missing values.
J. Exp. Theor. Artif. Intell., 2022
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., 2022
Factors affecting text mining based stock prediction: Text feature representations, machine learning models, and news platforms.
Appl. Soft Comput., 2022
2021
Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers.
Data Technol. Appl., 2021
Expert Syst. Appl., 2021
Comput. Electr. Eng., 2021
Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets.
IEEE Access, 2021
2020
Stat. Anal. Data Min., 2020
Ensemble feature selection in high dimension, low sample size datasets: Parallel and serial combination approaches.
Knowl. Based Syst., 2020
Int. J. Data Warehous. Min., 2020
Artif. Intell. Rev., 2020
2019
Bag-of-Words and Region-Based Feature Representations in Object Categorization: A Comparative Study.
J. Comput., 2019
Under-sampling class imbalanced datasets by combining clustering analysis and instance selection.
Inf. Sci., 2019
The optimal combination of feature selection and data discretization: An empirical study.
Inf. Sci., 2019
Feature selection in single and ensemble learning-based bankruptcy prediction models.
Expert Syst. J. Knowl. Eng., 2019
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019
2018
Knowl. Inf. Syst., 2018
Int. Arab J. Inf. Technol., 2018
Proceedings of the 7th International Congress on Advanced Applied Informatics, 2018
2017
Kybernetes, 2017
Int. J. Data Warehous. Min., 2017
Early versus Late Dimensionality Reduction of Bag-of-Words Feature Representation for Image Classification.
Proceedings of the International Conference on Bioinformatics Research and Applications 2017, 2017
2016
Research impact of general and funded papers: A citation analysis of two ACM international conference proceeding series.
Online Inf. Rev., 2016
Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies.
J. Syst. Softw., 2016
J. Syst. Softw., 2016
Keypoint selection for efficient bag-of-words feature generation and effective image classification.
Inf. Sci., 2016
Expert Syst. J. Knowl. Eng., 2016
Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study.
Eur. J. Oper. Res., 2016
2015
Correlation analysis for comparison of the citation impact of journals, magazines, and conferences in computer science.
Online Inf. Rev., 2015
A hybrid indicator for journal ranking: An example from the field of Health Care Sciences and Services.
Online Inf. Rev., 2015
CANN: An intrusion detection system based on combining cluster centers and nearest neighbors.
Knowl. Based Syst., 2015
Knowl. Based Syst., 2015
J. Vis. Commun. Image Represent., 2015
J. Syst. Softw., 2015
J. Assoc. Inf. Sci. Technol., 2015
Neurocomputing, 2015
Customer segmentation issues and strategies for an automobile dealership with two clustering techniques.
Expert Syst. J. Knowl. Eng., 2015
Comput. Ind., 2015
Appl. Soft Comput., 2015
A novel approach for mining cyclically repeated patterns with multiple minimum supports.
Appl. Soft Comput., 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
ACM Trans. Manag. Inf. Syst., 2014
A Borda count approach to combine subjective and objective based MIS journal rankings.
Online Inf. Rev., 2014
Citation impact analysis of research papers that appear in oral and poster sessions: A case study of three computer science conferences.
Online Inf. Rev., 2014
J. Informetrics, 2014
Inf. Fusion, 2014
Decis. Support Syst., 2014
Biological-based genetic algorithms for optimized disaster response resource allocation.
Comput. Ind. Eng., 2014
Appl. Soft Comput., 2014
2013
A comparative study of hybrid machine learning techniques for customer lifetime value prediction.
Kybernetes, 2013
Crossing the fuzzy front end chasm: Effective product project concept selection using a 2-tuple fuzzy linguistic approach.
J. Intell. Fuzzy Syst., 2013
Inf. Syst., 2013
2012
IEEE Trans. Syst. Man Cybern. Part C, 2012
Knowl. Based Syst., 2012
Preliminary cost estimates for thin-film transistor liquid-crystal display inspection and repair equipment: A hybrid hierarchical approach.
Comput. Ind. Eng., 2012
Appl. Soft Comput., 2012
2011
EURASIP J. Adv. Signal Process., 2011
Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011
2010
Pattern Recognit., 2010
Variable selection by association rules for customer churn prediction of multimedia on demand.
Expert Syst. Appl., 2010
Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches.
Decis. Support Syst., 2010
2009
Component-based software version management based on a Component-Interface Dependency Matrix.
J. Syst. Softw., 2009
Int. J. Artif. Intell. Tools, 2009
Earnings management prediction: A pilot study of combining neural networks and decision trees.
Expert Syst. Appl., 2009
Cogn. Process., 2009
A Comparative Study of Global and Local Feature Representations in Image Database Categorization.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009
2008
Personal photo browsing and retrieval by clustering techniques: Effectiveness and efficiency evaluation.
Online Inf. Rev., 2008
Libr. Hi Tech, 2008
Expert Syst. Appl., 2008
Market segmentation based on hierarchical self-organizing map for markets of multimedia on demand.
Expert Syst. Appl., 2008
Expert Syst. Appl., 2008
The development of audit detection risk assessment system: Using the fuzzy theory and audit risk model.
Expert Syst. Appl., 2008
Expert Syst. J. Knowl. Eng., 2008
2007
Online Inf. Rev., 2007
Expert Syst. Appl., 2007
The Development of Audit Detection Risk Assessment System: Using the Fuzzy Theory and Audit Risk Model.
Proceedings of the Pacific Asia Conference on Information Systems, 2007
2006
ACM Trans. Inf. Syst., 2006
Inf. Process. Manag., 2006
2005
Training support vector machines based on stacked generalization for image classification.
Neurocomputing, 2005
2003
Stacked generalisation: a novel solution to bridge the semantic gap for content-based image retrieval.
Online Inf. Rev., 2003
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Using neuro-fuzzy techniques based on a two-stage mapping model for concept-based image database indexing.
Proceedings of the Fifth International Symposium on Multimedia Software Engineering, 2003
1997
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997