Chih-Fong Tsai

Min-Wei Huang

Expert Syst. Appl., 2022

Factors affecting text mining based stock prediction: Text feature representations, machine learning models, and news platforms.

[BibT_eX]

[DOI]

Hsuan Chen

Appl. Soft Comput., 2022

2021

Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers.

[BibT_eX]

[DOI]

Zhenyuan Wang

Data Technol. Appl., 2021

Towards missing electric power data imputation for energy management systems.

[BibT_eX]

[DOI]

Ming-Chang Wang

Expert Syst. Appl., 2021

Instance selection in medical datasets: A divide-and-conquer framework.

[BibT_eX]

[DOI]

Min-Wei Huang

Comput. Electr. Eng., 2021

Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

Two-stage hybrid learning techniques for bankruptcy prediction.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2020

Ensemble feature selection in high dimension, low sample size datasets: Parallel and serial combination approaches.

[BibT_eX]

[DOI]

Ya-Ting Sung

Knowl. Based Syst., 2020

Integrating Feature and Instance Selection Techniques in Opinion Mining.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2020

Missing value imputation: a review and analysis of the literature (2006-2017).

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

2019

Bag-of-Words and Region-Based Feature Representations in Object Categorization: A Comparative Study.

[BibT_eX]

[DOI]

J. Comput., 2019

Under-sampling class imbalanced datasets by combining clustering analysis and instance selection.

[BibT_eX]

[DOI]

Inf. Sci., 2019

The optimal combination of feature selection and data discretization: An empirical study.

[BibT_eX]

[DOI]

Yu-Chi Chen

Inf. Sci., 2019

Feature selection in single and ensemble learning-based bankruptcy prediction models.

[BibT_eX]

[DOI]

Yu-Hsin Lu

Expert Syst. J. Knowl. Eng., 2019

On Fusing Multiple Instance Selection Results.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018

A class center based approach for missing value imputation.

[BibT_eX]

[DOI]

Miao-Ling Li

Knowl. Based Syst., 2018

A novel classifier ensemble approach for financial distress prediction.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

Progressive visual cryptography with friendly and size invariant shares.

[BibT_eX]

[DOI]

Young-Chang Hou

Zen-Yu Quan

Int. Arab J. Inf. Technol., 2018

Two Strategies for Bag-of-Visual Words Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 7th International Congress on Advanced Applied Informatics, 2018

2017

Top 10 data mining techniques in business applications: a brief survey.

[BibT_eX]

[DOI]

Kybernetes, 2017

When Should We Ignore Examples with Missing Values?

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2017

Clustering-based undersampling in class-imbalanced data.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Soft estimation by hierarchical classification and regression.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Early versus Late Dimensionality Reduction of Bag-of-Words Feature Representation for Image Classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Online Inf. Rev., 2016

3D model retrieval by sample based alignment.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies.

[BibT_eX]

[DOI]

J. Syst. Softw., 2016

Combining instance selection for better missing value imputation.

[BibT_eX]

[DOI]

Fu-Yu Chang

J. Syst. Softw., 2016

Keypoint selection for efficient bag-of-words feature generation and effective image classification.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Intangible assets evaluation: The machine learning perspective.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Data preprocessing issues for incomplete medical datasets.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2016

Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2016

SAFQuery: a simple and flexible advanced Web search interface.

[BibT_eX]

[DOI]

Electron. Libr., 2016

2015

Instance selection by genetic-based biological algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2015

Correlation analysis for comparison of the citation impact of journals, magazines, and conferences in computer science.

[BibT_eX]

[DOI]

Online Inf. Rev., 2015

A hybrid indicator for journal ranking: An example from the field of Health Care Sciences and Services.

[BibT_eX]

[DOI]

Wen-Chin Hsu

Jia-Huan Li

Online Inf. Rev., 2015

Image retargeting using RGB-D camera.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

CANN: An intrusion detection system based on combining cluster centers and nearest neighbors.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

The effect of feature selection on financial distress prediction.

[BibT_eX]

[DOI]

Deron Liang

Hsin-Ting Wu

Knowl. Based Syst., 2015

A privilege-based visual secret sharing model.

[BibT_eX]

[DOI]

Young-Chang Hou

Zen-Yu Quan

J. Vis. Commun. Image Represent., 2015

Learning to detect representative data for large scale instance selection.

[BibT_eX]

[DOI]

J. Syst. Softw., 2015

Factors affecting rocchio-based pseudorelevance feedback in image retrieval.

[BibT_eX]

[DOI]

Zong-Yao Chen

J. Assoc. Inf. Sci. Technol., 2015

The effect of low-level image features on pseudo relevance feedback.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Customer segmentation issues and strategies for an automobile dealership with two clustering techniques.

[BibT_eX]

[DOI]

Yu-Hsin Lu

Expert Syst. J. Knowl. Eng., 2015

LocalContent: a personal scientific document retrieval system.

[BibT_eX]

[DOI]

Electron. Libr., 2015

Evolutionary feature and instance selection for traffic sign recognition.

[BibT_eX]

[DOI]

Comput. Ind., 2015

On learning dual classifiers for better data classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

A novel approach for mining cyclically repeated patterns with multiple minimum supports.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

The Identification of Prolonged Length of Stay for Surgery Patients.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Stock Prediction by Searching for Similarities in Candlestick Charts.

[BibT_eX]

[DOI]

Zen-Yu Quan

ACM Trans. Manag. Inf. Syst., 2014

A Borda count approach to combine subjective and objective based MIS journal rankings.

[BibT_eX]

[DOI]

George Shih-Wen Ke

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.

[BibT_eX]

[DOI]

Online Inf. Rev., 2014

Modeling credit scoring using neural network ensembles.

[BibT_eX]

[DOI]

Chihli Hung

Kybernetes, 2014

Dimensionality and data reduction in telecom churn prediction.

[BibT_eX]

[DOI]

Kybernetes, 2014

Evolutionary instance selection for text classification.

[BibT_eX]

[DOI]

Zong-Yao Chen

J. Syst. Softw., 2014

Citation impact analysis of top ranked computer science journals and their rankings.

[BibT_eX]

[DOI]

J. Informetrics, 2014

Combining cluster analysis with classifier ensembles to predict financial distress.

[BibT_eX]

[DOI]

Inf. Fusion, 2014

Towards high dimensional instance selection: An evolutionary approach.

[BibT_eX]

[DOI]

Zong-Yao Chen

Decis. Support Syst., 2014

Biological-based genetic algorithms for optimized disaster response resource allocation.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2014

A comparative study of classifier ensembles for bankruptcy prediction.

[BibT_eX]

[DOI]