Tsang-Hsiang Cheng

Publication Activity (10 Years)

Years Active: 2002-2020
Publications (10 Years): 2

Top Topics

Nearest Neighbor Classifier

Product Recommendation

Top Venues

Decis. Support Syst.

Artif. Intell. Medicine

J. Manag. Inf. Syst.

Publications

Yen-Hsien Lee, Chih-Ping Wei, Paul Jen-Hwa Hu, Tsang-Hsiang Cheng, Ci-Wei Lan
Small Clues Tell: a Collaborative Expansion Approach for Effective Content-Based Recommendations. J. Organ. Comput. Electron. Commer. 30 (2) (2020)
Yuanyuan Gao, Anqi Xu, Paul Jen-Hwa Hu, Tsang-Hsiang Cheng
Incorporating association rule networks in feature category-weighted naive Bayes model to support weaning decision making. Decis. Support Syst. 96 (2017)
Jongtae Yu, Paul Jen-Hwa Hu, Tsang-Hsiang Cheng
Role of Affect in Self-Disclosure on Social Network Websites: A Test of Two Competing Models. J. Manag. Inf. Syst. 32 (2) (2015)
Gu Hsin Lai, Yen-Hsien Lee, Tsai-Hsin Chu, Tsang-Hsiang Cheng
A Structure Similarity-based Approach to Malicious Android App Detection. PACIS (2015)
Tsang-Hsiang Cheng, Yen-Hsien Lee
Improving Recommendation Performance with User Interest Evolution Patterns. PACIS (2014)
Yen-Hsien Lee, Paul Jen-Hwa Hu, Tsang-Hsiang Cheng, Te-Chia Huang, Wei-Yao Chuang
A preclustering-based ensemble learning technique for acute appendicitis diagnoses. Artif. Intell. Medicine 58 (2) (2013)
Yen-Hsien Lee, Paul Jen-Hwa Hu, Tsang-Hsiang Cheng, Ya-Fang Hsieh
A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce. Decis. Support Syst. 53 (1) (2012)
Yen-Hsien Lee, Chih-Ping Wei, Tsang-Hsiang Cheng, Ching-Ting Yang
Nearest-neighbor-based approach to time-series classification. Decis. Support Syst. 53 (1) (2012)
Yen-Hsien Lee, Paul Jen-Hwa Hu, Tsai-Hsin Chu, Tsang-Hsiang Cheng, Hsin-Wei Chen
A Temporal Frequent Itemset-Based Clustering Approach For Discovering Event Episodes From News Sequence. PACIS (2011)
Tsang-Hsiang Cheng, Hung-Chen Chen, Wen-Ben Lin, Yen-Hsien Lee
Collaborative Filtering With User Interest Evolution. PACIS (2011)
Yen-Hsien Lee, Paul Jen-Hwa Hu, Wei-Yao Chuang, Tsang-Hsiang Cheng, Yi-Cheng Ku
Supporting Acute Appendicitis Diagnosis: A Pre-Clustering-Based Classification Technique. PACIS (2010)
Tsang-Hsiang Cheng, Ci-Wei Lan, Chih-Ping Wei, Henry Chang
Cost-Sensitive Learning for Recurrence Prediction of Breast Cancer. PACIS (2010)
Yen-Hsien Lee, Paul Jen-Hwa Hu, Tsang-Hsiang Cheng, Ya-Fang Hsieh
Positive Example Learning for Content-Based Recommendations: A Cost-Sensitive Learning-Based Approach. ICIS (2009)
Yen-Hsien Lee, Tsang-Hsiang Cheng, Ci-Wei Lan, Chih-Ping Wei, Paul Jen-Hwa Hu
Overcoming small-size training set problem in content-based recommendation: a collaboration-based training set expansion approach. ICEC (2009)
Tsang-Hsiang Cheng, Paul Jen-Hwa Hu
A Data-Driven Approach to Manage the Length of Stay for Appendectomy Patients. IEEE Trans. Syst. Man Cybern. Part A 39 (6) (2009)
Tsang-Hsiang Cheng, Chih-Ping Wei
A Clustering-Based Approach for Integrating Document-Category Hierarchies. IEEE Trans. Syst. Man Cybern. Part A 38 (2) (2008)
Chih-Ping Wei, Chao-Chi Chen, Tsang-Hsiang Cheng, Christopher C. Yang
A Feature-Reinforcement-Based Approach for Supporting Poly-Lingual Category Integration. WEB (2008)
Chih-Ping Wei, Hsueh-Ching Chen, Tsang-Hsiang Cheng
Effective spam filtering: A single-class learning and ensemble approach. Decis. Support Syst. 45 (3) (2008)
Paul Jen-Hwa Hu, Tsang-Hsiang Cheng, Chih-Ping Wei, Chun-Hui Yu, A. L. F. Chan, Hue-Yu Wang
Managing Clinical Use of High-Alert Drugs: A Supervised Learning Approach to Pharmacokinetic Data Analysis. IEEE Trans. Syst. Man Cybern. Part A 37 (4) (2007)
Paul Jen-Hwa Hu, Chih-Ping Wei, Tsang-Hsiang Cheng, Jian-Xun Chen
Predicting adequacy of vancomycin regimens: A learning-based classification approach to improving clinical decision making. Decis. Support Syst. 43 (4) (2007)
Chih-Ping Wei, Tsang-Hsiang Cheng, Yi-Chung Pai
Semantic Enrichment in Knowledge Repositories: Anotating Semantic Relationships Between Discussion Documents. J. Database Manag. 17 (1) (2006)
Tsang-Hsiang Cheng, Chih-Ping Wei
Single-Class Learning for Spam Filtering: An Ensemble Approach. PACIS (2006)
Chih-Ping Wei, Chin-Sheng Yang, Han-Wei Hsiao, Tsang-Hsiang Cheng
Combining preference- and content-based approaches for improving document clustering effectiveness. Inf. Process. Manag. 42 (2) (2006)
Tsang-Hsiang Cheng, Chih-Ping Wei, Vincent S. Tseng
Feature Selection for Medical Data Mining: Comparisons of Expert Judgment and Automatic Approaches. CBMS (2006)
Paul Jen-Hwa Hu, Tsang-Hsiang Cheng, Chih-Ping Wei
Pharmacokinetic Data Mining for Managing Clinical Use of Vancomycin. PACIS (2005)
Chih-Ping Wei, Tsang-Hsiang Cheng
A Clustering-based Approach for Supporting Document-Category Integration. PACIS (2003)
Paul Jen-Hwa Hu, Chih-Ping Wei, Tsang-Hsiang Cheng
Investigating Telemedicine Developments in Taiwan: Implications for Telemedicine Program Management. HICSS (2002)