Wei-Chao Lin

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 29

Top Venues

Expert Syst. J. Knowl. Eng.

Knowl. Based Syst.

Online Inf. Rev.

Inf. Sci.

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)
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)
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)
Wei-Chao Lin
Block-based pseudo-relevance feedback for image retrieval. J. Exp. Theor. Artif. Intell. 34 (5) (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)
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)
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)
Chih-Wen Chen, Yi-Hong Tsai, Fang-Rong Chang, Wei-Chao Lin
Ensemble feature selection in medical datasets: Combining filter, wrapper, and embedded feature selection results. Expert Syst. J. Knowl. Eng. 37 (5) (2020)
Wei-Chao Lin
Aggregation of Multiple Pseudo Relevance Feedbacks for Image Search Re-Ranking. IEEE Access 7 (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)
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, 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
On image search result aggregation. Pattern Anal. Appl. 20 (3) (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, 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)
Wei-Chao Lin, Shih-Wen Ke, Chih-Fong Tsai
SAFQuery: a simple and flexible advanced Web search interface. Electron. Libr. 34 (1) (2016)
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-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)
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)
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)
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, Wei-Chao Lin
Scenery Image Retrieval by Meta-Feature Representation. Online Inf. Rev. 36 (4) (2012)
Shu-Ming Hsieh, Ssu-An Lo, Chiun-Chieh Hsu, Wei-Chao Lin
Novel Cloud Service for Improving World Universities Ranking. ITNG (2012)
Wei-Chao Lin, Michael P. Oakes, John Tait
Improving image annotation via representative feature vector selection. Neurocomputing 73 (10-12) (2010)
Chih-Fong Tsai, Wei-Chao Lin
A Comparative Study of Global and Local Feature Representations in Image Database Categorization. NCM (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)
Wei-Chao Lin, Michael P. Oakes, John Tait
Real AdaBoost for large vocabulary image classification. CBMI (2008)

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Publication Activity (10 Years)

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Wei-Chao Lin