Ya-Han Hu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 34

Top Topics

Class Imbalanced

Health Insurance

Instance Selection

Class Imbalanced Data

Top Venues

Online Inf. Rev.

Electron. Libr.

Publications

Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Ernest Liu
Hybrid Technical-Visual Features for Stock Prediction. AINA (3) (2024)
Kuanchin Chen, Chih-Fong Tsai, Ya-Han Hu, Chen-Wei Hu
The effect of review visibility and diagnosticity on review helpfulness - An accessibility-diagnosticity theory perspective. Decis. Support Syst. 178 (2024)
Ya-Han Hu, Hsiao-Ting Tseng, Chun-Feng Huang
Semantic-Level New Information Identification in Electronic Health Records Using Text-Mining Techniques. HICSS (2024)
Ya-Han Hu, Kang Ernest Liu, Chih-Fong Tsai
The Impact of Feature Normalization on Different Feature Types of Medical Datasets. ICMHI (2023)
Ling-Chien Hung, Ya-Han Hu, Chih-Fong Tsai, Min-Wei Huang
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. 192 (2022)
Chih-Fong Tsai, Ya-Han Hu
Empirical comparison of supervised learning techniques for missing value imputation. Knowl. Inf. Syst. 64 (4) (2022)
Ya-Han Hu, Chih-Fong Tsai
An investigation of solutions for handling incomplete online review datasets with missing values. J. Exp. Theor. Artif. Intell. 34 (6) (2022)
Sheng-Feng Sung, Ling-Chien Hung, Ya-Han Hu
Developing a stroke alert trigger for clinical decision support at emergency triage using machine learning. Int. J. Medical Informatics 152 (2021)
Yifan Wu, Ya-Han Hu, Lei Li
BTWD: Bag of Tricks for Wheat Detection. ECCV Workshops (6) (2020)
Xu Kong, Yan-Zhao Xie, Qi Li, Ya-Han Hu
A Multigap Loop Antenna and Norm Detector-Based Nano-Second-Level Transient Magnetic-Field Sensor. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Zi-Hung You, Ya-Han Hu, Chih-Fong Tsai, Yen-Ming Kuo
Integrating Feature and Instance Selection Techniques in Opinion Mining. Int. J. Data Warehous. Min. 16 (3) (2020)
Ya-Han Hu, Chun-Tien Tai, Kang Ernest Liu, Cheng-Fang Cai
Identification of highly-cited papers using topic-model-based and bibliometric features: the consideration of keyword popularity. J. Informetrics 14 (1) (2020)
Sheng-Feng Sung, Chia-Yi Lin, Ya-Han Hu
EMR-Based Phenotyping of Ischemic Stroke Using Supervised Machine Learning and Text Mining Techniques. IEEE J. Biomed. Health Informatics 24 (10) (2020)
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Ernest Liu
Bag-of-Words and Region-Based Feature Representations in Object Categorization: A Comparative Study. J. Comput. 14 (2) (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)
Chih-Fong Tsai, Ya-Han Hu, Ming-Chang Wang, Kang Liu
On Fusing Multiple Instance Selection Results. IEEM (2019)
Sheng-Feng Sung, Kuanchin Chen, Darren Philbert Wu, Ling-Chien Hung, Yu-Hsiang Su, Ya-Han Hu
Applying natural language processing techniques to develop a task-specific EMR interface for timely stroke thrombolysis: A feasibility study. Int. J. Medical Informatics 112 (2018)
Pei-Ju Lee, Ya-Han Hu, Kuan-Ting Lu
Assessing the helpfulness of online hotel reviews: A classification-based approach. Telematics Informatics 35 (2) (2018)
Ya-Han Hu, Wen-Ming Shiau, Sheng-Pao Shih, Cho-Ju Chen
Considering online consumer reviews to predict movie box-office performance between the years 2009 and 2014 in the US. Electron. Libr. 36 (6) (2018)
Pei-Ju Lee, Ya-Han Hu, Kuanchin Chen, J. Michael Tarn, Lien-En Cheng
Cyberbullying Detection on Social Network Services. PACIS (2018)
Mao-Te Chuang, Ya-Han Hu, Chia-Lun Lo
Predicting the prolonged length of stay of general surgery patients: a supervised learning approach. Int. Trans. Oper. Res. 25 (1) (2018)
Ya-Han Hu, Kuanchin Chen, Pei-Ju Lee
The effect of user-controllable filters on the prediction of online hotel reviews. Inf. Manag. 54 (6) (2017)
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)
Yen-Hsien Lee, Ya-Han Hu, Wan-Chih Hsieh, Pei-Ju Lee
Subject-relevant Document Recommendation: A Reference Topic-Based Approach. PACIS (2017)
Fan Wu, Ya-Han Hu, Ping-Rong Wang
Developing a novel recommender network-based ranking mechanism for library book acquisition. Electron. Libr. 35 (1) (2017)
Cheng-Che Shen, Li-Yu Hu, Ya-Han Hu
Comorbidity study of borderline personality disorder: applying association rule mining to the Taiwan national health insurance research database. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Wei-Chao Lin, Chih-Fong Tsai, Ya-Han Hu, Jing-Shang Jhang
Clustering-based undersampling in class-imbalanced data. Inf. Sci. 409 (2017)
Ya-Han Hu, Chun-Tien Tai, Solomon Chih-Cheng Chen, Hai-Wei Lee, Sheng-Feng Sung
Predicting return visits to the emergency department for pediatric patients: Applying supervised learning techniques to the Taiwan National Health Insurance Research Database. Comput. Methods Programs Biomed. 144 (2017)
Li-Chen Cheng, Ya-Han Hu, Shr-Han Chiou
Applying the Temporal Abstraction Technique to the Prediction of Chronic Kidney Disease Progression. J. Medical Syst. 41 (5) (2017)
Ya-Han Hu, Yen-Liang Chen, Hui-Ling Chou
Opinion mining from online hotel reviews - A text summarization approach. Inf. Process. Manag. 53 (2) (2017)
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)
Ya-Han Hu, Pei-Ju Lee, Kuanchin Chen, J. Michael Tarn, Duyen-Vi Dang
Hotel Recommendation System based on Review and Context Information: a Collaborative filtering Appro. PACIS (2016)
Ya-Han Hu, Kuanchin Chen
Predicting hotel review helpfulness: The impact of review visibility, and interaction between hotel stars and review ratings. Int. J. Inf. Manag. 36 (6) (2016)
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)
Chih-Fong Tsai, Ya-Han Hu, Zong-Yao Chen
Factors affecting rocchio-based pseudorelevance feedback in image retrieval. J. Assoc. Inf. Sci. Technol. 66 (1) (2015)
Chih-Fong Tsai, Ya-Han Hu, Yu-Hsin Lu
Customer segmentation issues and strategies for an automobile dealership with two clustering techniques. Expert Syst. J. Knowl. Eng. 32 (1) (2015)
Ya-Han Hu, Chih-Fong Tsai, Chun-Tien Tai, In-Chi Chiang
A novel approach for mining cyclically repeated patterns with multiple minimum supports. Appl. Soft Comput. 28 (2015)
Kuanchin Chen, Ya-Han Hu, Yi-Cheng Hsieh
Predicting customer churn from valuable B2B customers in the logistics industry: a case study. Inf. Syst. E Bus. Manag. 13 (3) (2015)
Ya-Han Hu, Chia-Lun Lo, Sheng-Pao Shih
Developing early warning systems to predict students' online learning performance. Comput. Hum. Behav. 36 (2014)
Ya-Han Hu, Tzu-Wei Yeh
Discovering valuable frequent patterns based on RFM analysis without customer identification information. Knowl. Based Syst. 61 (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)
Hsu-Che Wu, Ya-Han Hu, Yen-Hao Huang
Two-stage credit rating prediction using machine learning techniques. Kybernetes 43 (7) (2014)
Shin-Yuan Hung, Ya-Han Hu, Chin-Shyh Ou, Kuanchin Chen, Chun-Chuan Lu
The Influence of IT Investment on Business Performance: A Comparative Study of Regression Analysis and Artificial Neural Networks. Pac. Asia J. Assoc. Inf. Syst. 5 (4) (2014)
Chih-Fong Tsai, Ya-Han Hu, George Shih-Wen Ke
A Borda count approach to combine subjective and objective based MIS journal rankings. Online Inf. Rev. 38 (4) (2014)
Ya-Han Hu, Fan Wu, Yi-Jiun Liao
An efficient tree-based algorithm for mining sequential patterns with multiple minimum supports. J. Syst. Softw. 86 (5) (2013)
Fan Wu, Hao-Ting Pai, Xinxin Zhu, Pei-Yun Sabrina Hsueh, Ya-Han Hu
An adaptable and scalable group access control scheme for managing wireless sensor networks. Telematics Informatics 30 (2) (2013)
Ya-Han Hu, Tony Cheng-Kui Huang, Yu-Hua Kao
Knowledge discovery of weighted RFM sequential patterns from customer sequence databases. J. Syst. Softw. 86 (3) (2013)
Chih-Fong Tsai, Ya-Han Hu, Chia-Sheng Hung, Yu-Feng Hsu
A comparative study of hybrid machine learning techniques for customer lifetime value prediction. Kybernetes 42 (3) (2013)
Wei-Yang Lin, Ya-Han Hu, Chih-Fong Tsai
Machine Learning in Financial Crisis Prediction: A Survey. IEEE Trans. Syst. Man Cybern. Part C 42 (4) (2012)
Ya-Han Hu, Fan Wu, Chia-Lun Lo, Chun-Tien Tai
Predicting warfarin dosage from clinical data: A supervised learning approach. Artif. Intell. Medicine 56 (1) (2012)
Ya-Han Hu, In-Chi Chiang
Mining cyclic patterns with multiple minimum repetition supports. FSKD (2011)
Fan Wu, Ya-Han Hu, Ping-Rong Wang, Feng-I Chung, Chia-Lun Lo
Decision Support in Library Book Acquisition: A Social Computing-Based Approach. ICEBE (2011)
Ya-Han Hu, Yu-Hua Kao
Mining Sequential Patterns With Consideration To Recency, Frequency, And Monetary. PACIS (2011)
Ya-Han Hu, Yen-Liang Chen, Kwei Tang
Mining sequential patterns in the B2B environment. J. Inf. Sci. 35 (6) (2009)
Fan Wu, Ya-Han Hu, Kai-Chung Pai
Linked List Based High Utility Itemsets Mining Using Pattern Growth Method. DMIN (2009)
Fan Wu, Ya-Han Hu, Che-Wei Yang
Distributed Frequent Pattern Mining Using Time-Slice Method. DMIN (2009)
Fan Wu, Ya-Han Hu, Tz-Ke Wu
A Novel and Efficient Distributed Data Mining Algorithm Based on Frequent Pattern-Tree. DMIN (2009)
Ya-Han Hu, Tony Cheng-Kui Huang, Hui-Ru Yang, Yen-Liang Chen
On mining multi-time-interval sequential patterns. Data Knowl. Eng. 68 (10) (2009)
Ya-Han Hu, Yen-Liang Chen, Er-Hsuan Lin
Classification of Time-Sequential Attributes by Using Sequential Pattern Rules. FSKD (2) (2007)
Ya-Han Hu, Yen-Liang Chen
Mining association rules with multiple minimum supports: a new mining algorithm and a support tuning mechanism. Decis. Support Syst. 42 (1) (2006)
Yen-Liang Chen, Ya-Han Hu
Constraint-based sequential pattern mining: The consideration of recency and compactness. Decis. Support Syst. 42 (2) (2006)
Yen-Liang Chen, Jhong-Jhih Wei, Shin-yi Wu, Ya-Han Hu
A similarity-based method for retrieving documents from the SCI/SSCI database. J. Inf. Sci. 32 (5) (2006)
Yen-Liang Chen, Kwei Tang, Ren-Jie Shen, Ya-Han Hu
Market basket analysis in a multiple store environment. Decis. Support Syst. 40 (2) (2005)