Graduate Institute of Statistics and Information Science

  • Taiwan

Research Output 1995 2020

2020
Heavy-tailed Distribution
Random Field
Stars
Star
Cartesian

Keyword-based approach for recognizing fraudulent messages by keystroke dynamics

Tsai, C. J. & Huang, P. H., 2020 Feb, In : Pattern Recognition. 98, 107067.

Research output: Contribution to journalArticle

Authentication
Classifiers

Novel heterogeneous grouping method based on magic square

Peng, C. C., Tsai, C. J., Chang, T. Y., Yeh, J. Y. & Lee, M. C., 2020 May, In : Information sciences. 517, p. 340-360 21 p.

Research output: Contribution to journalArticle

Magic square
Grouping
Students
Learning systems
Teaching
2019

An adjusted parameter estimation for spatial regression with spatial confounding

Chiou, Y. H., Yang, H. D. & Chen, C. S., 2019 Sep 1, In : Stochastic Environmental Research and Risk Assessment. 33, 8-9, p. 1535-1551 17 p.

Research output: Contribution to journalArticle

Random processes
Parameter estimation
estimation method
Acidity
acidity

Mining a new biometrics to improve the accuracy of keystroke dynamics-based authentication system on free-text

Tsai, C. J. & Shih, K. J., 2019 Jul 1, In : Applied Soft Computing Journal. 80, p. 125-137 13 p.

Research output: Contribution to journalArticle

Biometrics
Authentication
Classifiers

New feature selection and voting scheme to improve classification accuracy

Tsai, C. J., 2019 Nov 1, In : Soft Computing. 23, 22, p. 12017-12030 14 p.

Research output: Contribution to journalArticle

Ensemble Learning
Voting
Feature Selection
Feature extraction
Data mining
1 Citation (Scopus)

On identifying cited texts for citances and classifying their discourse facets by classification techniques

Yeh, J. Y., Hsu, T. Y., Tsai, C. J., Cheng, P. C. & Lin, J. Y., 2019 Jan 1, In : Journal of Information Science and Engineering. 35, 1, p. 61-86 26 p.

Research output: Contribution to journalArticle

discourse

Phenotypic plasticity in Aureobasidium pullulans isolates

Xiao, H. S., Chen, R. Y., Cheng, T-L., Fang, W. T., Hsu, C. H. & Chou, J-Y., 2019 Jan 1, In : International Journal of Agriculture and Biology. 22, 1, p. 167-177 11 p.

Research output: Contribution to journalArticle

Aureobasidium pullulans
phenotypic plasticity
Siderophores
siderophores
indole acetic acid

Population-based study on the epidemiology of dry eye disease and its association with presbyopia and other risk factors

Mai, E. L. C., Lin, C. C., Lian, I., Liao, R., Chen, M. & Chang, C., 2019 Dec 1, In : International Ophthalmology. 39, 12, p. 2731-2739 9 p.

Research output: Contribution to journalArticle

Presbyopia
Eye Diseases
Epidemiology
Population
Taiwan
2018

A characterization of exponential distribution in risk model

Hu, C. Y., Wang, J. T. & Cheng, T-L., 2018 Jan 1, In : Sankhya: The Indian Journal of Statistics. 80, p. 342-355 14 p.

Research output: Contribution to journalArticle

Exponential distribution
Assertion
Pareto
Logarithm
Converse

A Characterization of Exponential Distribution in Risk Model

Hu, C. Y., Wang, J. T. & Cheng, T. L., 2018 Aug 1, In : Sankhya A. 80, 2, p. 342-355 14 p.

Research output: Contribution to journalArticle

Exponential distribution
Assertion
Pareto
Logarithm
Converse
2 Citations (Scopus)

A composite spatial predictor via local criteria under a misspecified model

Chen, C. S. & Chen, C. S., 2018 Feb 1, In : Stochastic Environmental Research and Risk Assessment. 32, 2, p. 341-355 15 p.

Research output: Contribution to journalArticle

Composite materials
prediction
Akaike information criterion
methodology
geostatistics
1 Citation (Scopus)

A generalized measure of uncertainty in geostatistical model selection

Chen, C. S., Zhu, J. & Chu, T., 2018 Jan, In : Statistica Sinica. 28, 1, p. 203-228 26 p.

Research output: Contribution to journalReview article

Model Selection
Model Averaging
Uncertainty
Information Criterion
Spatial Model
1 Citation (Scopus)
Repeated Measurements
Variance Components
Concordance
Correlation coefficient
Observer

Differentiation of remitting neuromyelitis optica spectrum disorders from multiple sclerosis by integrating parameters from serum proteins and lymphocyte subsets

Ip, P. P., Chung, C. Y., Chang, C. C., Lee, Y. F., Wang, H. M., Lian, I. B., Fann, C. S. J., Yang, C. C. & Liao, F., 2018 May 15, In : Journal of Neuroimmunology. 318, p. 45-52 8 p.

Research output: Contribution to journalArticle

Neuromyelitis Optica
Lymphocyte Subsets
Multiple Sclerosis
Blood Proteins
Galectins
2 Citations (Scopus)

Incidence of sicca syndrome is 3.6 fold higher in areas with farm soils high in chromium and nickel

Lian, I. B., Wen, I. R. & Su, C. C., 2018 Aug, In : Journal of the Formosan Medical Association. 117, 8, p. 685-690 6 p.

Research output: Contribution to journalArticle

Sjogren's Syndrome
Chromium
Nickel
Soil
Incidence
1 Citation (Scopus)

Model selection based on resampling approaches for cluster longitudinal data with missingness in outcomes

Chen, C. S. & Shen, C. W., 2018 Sep 10, In : Statistics in Medicine. 37, 20, p. 2982-2997 16 p.

Research output: Contribution to journalArticle

Longitudinal Data
Resampling
Model Selection
Data Perturbation
Quadratic Loss
4 Citations (Scopus)

Prospective associations between environmental heavy metal exposure and renal outcomes in adults with chronic kidney disease

Tsai, C. C., Wu, C. L., Kor, C. T., Lian, I. B., Chang, C. H., Chang, T. H., Chang, C. C. & Chiu, P. F., 2018 Sep, In : Nephrology. 23, 9, p. 830-836 7 p.

Research output: Contribution to journalArticle

Heavy Metals
Chronic Renal Insufficiency
Kidney
Chronic Kidney Failure
Nickel

Reversible jump Markov chain Monte Carlo algorithms for Bayesian variable selection in logistic mixed models

Pan, J. C., Lee, M. H. & Tsai, M. Y., 2018 Sep 14, In : Communications in Statistics: Simulation and Computation. 47, 8, p. 2234-2247 14 p.

Research output: Contribution to journalArticle

Bayesian Variable Selection
Reversible Jump Markov Chain Monte Carlo
Markov Chain Monte Carlo Algorithms
Logistic Model
Mixed Model

Some characteristics on the selection of spline smoothing parameter

Chen, C. S. & Huang, Y. T., 2018 Mar 19, In : Communications in Statistics - Theory and Methods. 47, 6, p. 1307-1317 11 p.

Research output: Contribution to journalArticle

Spline Smoothing
Smoothing Parameter
Asymptotic Optimality
Smoothing Splines
Curve
2017

Adaptive-Cox model averaging for right-censored data

Chang, Y. M., Shen, P. S. & Chen, C. S., 2017 Oct 2, In : Communications in Statistics - Theory and Methods. 46, 19, p. 9364-9376 13 p.

Research output: Contribution to journalArticle

Model Averaging
Cox Model
Right-censored Data
Bayesian Information Criterion
Akaike Information Criterion
8 Citations (Scopus)

Association between soil heavy metals and fatty liver disease in men in Taiwan: A cross sectional study

Lin, Y. C., Lian, I. B., Kor, C. T., Chang, C. C., Su, P. Y., Chang, W. T., Liang, Y. F., Su, W. W. & Soon, M. S., 2017 Jan 1, In : BMJ Open. 7, 1, e014215.

Research output: Contribution to journalArticle

Fatty Liver
Heavy Metals
Taiwan
Liver Diseases
Soil
3 Citations (Scopus)
Repeated Measurements
Generalized Estimating Equations
Variance Components
Concordance
Correlation coefficient
4 Citations (Scopus)

Environmental heavy metal as a potential risk factor for the progression of oral potentially malignant disorders in central Taiwan

Tsai, K. Y., Su, C. C., Chiang, C. T., Tseng, Y. T. & Lian, I. B., 2017 Apr 1, In : Cancer Epidemiology. 47, p. 118-124 7 p.

Research output: Contribution to journalArticle

Mouth Neoplasms
Heavy Metals
Taiwan
Nickel
Oral Submucous Fibrosis
8 Citations (Scopus)

Long-term renal outcomes in patients with traumatic brain injury: A nationwide population-based cohort study

Wu, C. L., Kor, C. T., Chiu, P. F., Tsai, C. C., Lian, I. B., Yang, T. H., Tarng, D. C. & Chang, C. C., 2017 Feb 1, In : PLoS ONE. 12, 2, e0171999.

Research output: Contribution to journalArticle

kidney diseases
cohort studies
Brain
Cohort Studies
kidneys
1 Citation (Scopus)

On estimation and prediction of geostatistical regression models via a corrected Stein's unbiased risk estimator

Yang, H. D. & Chen, C. S., 2017 Feb 1, In : Environmetrics. 28, 1, e2424.

Research output: Contribution to journalArticle

Regression Model
Estimator
Prediction
Predictors
prediction
2 Citations (Scopus)

Reference scope identification for citances by classification with text similarity measures

Yen, J. Y., Hsu, T. Y., Tsai, C. J. & Cheng, P. C., 2017 Feb 26, Proceedings of 2017 6th International Conference on Software and Computer Applications, ICSCA 2017. Association for Computing Machinery, p. 87-91 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Semantics
5 Citations (Scopus)

The interaction effects of meteorological factors and air pollution on the development of acute coronary syndrome

Huang, C. H., Lin, H. C., Tsai, C. D., Huang, H. K., Lian, I. B. & Chang, C. C., 2017 Mar 9, In : Scientific Reports. 7, 44004.

Research output: Contribution to journalArticle

Meteorological Concepts
Air Pollution
Acute Coronary Syndrome
Atmospheric Pressure
Temperature
2016
7 Citations (Scopus)

A changeable personal identification number-based keystroke dynamics authentication system on smart phones

Chang, T-Y., Tsai, C. J., Tsai, W. J., Peng, C. C. & Wu, H. S., 2016 Oct 1, In : Security and Communication Networks. 9, 15, p. 2674-2685 12 p.

Research output: Contribution to journalArticle

Authentication
Biometrics
Glossaries
Experiments
16 Citations (Scopus)

Epidemiology and clinical characteristics of rhegmatogenous retinal detachment in Taiwan

Chen, S. N., Lian, I. B. & Wei, Y. J., 2016 Sep 1, In : British Journal of Ophthalmology. 100, 9, p. 1216-1220 5 p.

Research output: Contribution to journalArticle

Retinal Detachment
Taiwan
Epidemiology
Myopia
Incidence
2 Citations (Scopus)

Estimating the Probability of Rare Events Occurring Using a Local Model Averaging

Chen, J. H., Chen, C. S., Huang, M. F. & Lin, H. C., 2016 Oct 1, In : Risk Analysis. 36, 10, p. 1855-1870 16 p.

Research output: Contribution to journalArticle

Logistic Models
Logistics
Necrotizing Enterocolitis
Perturbation techniques
4 Citations (Scopus)

High plasma coenzyme Q10 concentration is correlated with good left ventricular performance after primary angioplasty in patients with acute myocardial infarction

Huang, C. H., Kuo, C. L., Huang, C. S., Tseng, W. M., Lian, I. B., Chang, C. C. & Liu, C. S., 2016 Aug 1, In : Medicine (United States). 95, 31, e4501.

Research output: Contribution to journalArticle

coenzyme Q10
Angioplasty
Myocardial Infarction
Left Ventricular Function
7 Citations (Scopus)

Increased inflammation in rheumatoid arthritis patients living where farm soils contain high levels of copper

Yang, T. H., Yuan, T. H., Hwang, Y. H., Lian, I., Meng, M. & Su, C. C., 2016 Nov 1, In : Journal of the Formosan Medical Association. 115, 11, p. 991-996 6 p.

Research output: Contribution to journalArticle

Copper
Rheumatoid Arthritis
Soil
Inflammation
Heavy Metals
7 Citations (Scopus)

Increased prevalence of esophageal cancer in areas with high levels of nickel in farm soils

Lee, C. P., Lee, Y. H., Lian, I. B. & Su, C. C., 2016 Jan 1, In : Journal of Cancer. 7, 12, p. 1724-1730 7 p.

Research output: Contribution to journalArticle

Esophageal Neoplasms
Nickel
Mouth Neoplasms
Soil
Taiwan
4 Citations (Scopus)

Influenza vaccination and the endurance against air pollution among elderly with acute coronary syndrome

Huang, C. H., Chao, D. Y., Wu, C. C., Hsu, S. Y., Soon, M. S., Chang, C. C., Kor, C. T., Chang, W. T. & Lian, I., 2016 Dec 7, In : Vaccine. 34, 50, p. 6316-6322 7 p.

Research output: Contribution to journalArticle

Air Pollution
air pollution
Acute Coronary Syndrome
influenza
Human Influenza
12 Citations (Scopus)

Stroke and risks of development and progression of kidney diseases and end-stage renal disease: A nationwide population-based cohort study

Wu, C. L., Tsai, C. C., Kor, C. T., Tarng, D. C., Lian, I., Yang, T. H., Chiu, P. F. & Chang, C. C., 2016 Jun, In : PLoS ONE. 11, 6, e0158533.

Research output: Contribution to journalArticle

Kidney Diseases
kidney diseases
cohort studies
stroke
Chronic Kidney Failure
2 Citations (Scopus)

Two-stage signal restoration based on a modified median filter

Chen, C. S. & Chen, K. C., 2016 Jan 2, In : Journal of Statistical Computation and Simulation. 86, 1, p. 122-134 13 p.

Research output: Contribution to journalArticle

Median Filter
Median filters
Restoration
Smoothing Splines
Splines

Using propensity score adjustment method in genetic association studies

Sengupta Chattopadhyay, A., Lin, Y. C., Hsieh, A. R., Chang, C. C., Lian, I. B. & Fann, C. S. J., 2016 Jun 1, In : Computational Biology and Chemistry. 62, p. 1-11 11 p.

Research output: Contribution to journalArticle

Genetic Association
Propensity Score
Genetic Association Studies
Single Nucleotide Polymorphism
Adjustment
2015
1 Citation (Scopus)
Generalized Estimating Equations
Variance Components
Concordance
Model Selection
Correlation coefficient
2 Citations (Scopus)

Education of Chinese medicine tongue diagnosis by automatic tongue diagnosis system

Lo, L. C., Chen, Y. F., Chiang, J. Y., Cheng, T-L. & Damdinsuren, N., 2015 May 12, (Accepted/In press) In : Chinese Journal of Integrative Medicine.

Research output: Contribution to journalArticle

Tongue
Medicine
Education
Consensus
Learning
3 Citations (Scopus)

End stage renal disease as a potential risk factor for retinal vein occlusion

Chen, S. N., Yang, T. C., Lin, J. T. & Lian, I. B., 2015 Nov, In : Medicine (United States). 94, 47, p. e1960

Research output: Contribution to journalArticle

Retinal Vein Occlusion
Chronic Kidney Failure
Diabetes Mellitus
Hypercholesterolemia
Kidney
13 Citations (Scopus)

Implementing multiple biometric features for a recall-based graphical keystroke dynamics authentication system on a smart phone

Liu, C. L., Tsai, C. J., Chang, T. Y., Tsai, W. J. & Zhong, P. K., 2015 Jul 1, In : Journal of Network and Computer Applications. 53, p. 128-139 12 p.

Research output: Contribution to journalArticle

Biometrics
Authentication
Computer keyboards
Touch screens
Mobile phones
9 Citations (Scopus)

Increased incidence of peptic ulcer disease in central serous chorioretinopathy patients: A population-based retrospective cohort study

Chen, S. N., Lian, I., Chen, Y. C. & Ho, J. D., 2015 Feb 6, In : Retina. 35, 2, p. 231-237 7 p.

Research output: Contribution to journalArticle

Central Serous Chorioretinopathy
Peptic Ulcer
Cohort Studies
Retrospective Studies
Incidence
54 Citations (Scopus)

Intravitreal anti-vascular endothelial growth factor treatment for retinopathy of prematurity: Comparison between ranibizumab and bevacizumab

Chen, S. N., Lian, I., Hwang, Y. C., Chen, Y. H., Chang, Y. C., Lee, K. H., Chuang, C. C. & Wu, W. C., 2015 Apr 1, In : Retina. 35, 4, p. 667-674 8 p.

Research output: Contribution to journalArticle

Retinopathy of Prematurity
Vascular Endothelial Growth Factor A
Refractive Errors
Intravitreal Injections
Myopia

Provider behavior under global budgeting and policy responses: An observational study on eye care services in Taiwan

Chang, C. K., Xirasagar, S., Chen, B., Hussey, J. R., Wang, I. J., Chen, J. C. & Lian, I. B., 2015 Jan 1, In : Inquiry (United States). 52

Research output: Contribution to journalArticle

National Health Programs
Taiwan
Observational Studies
Universal Coverage
Health Insurance Reimbursement
15 Citations (Scopus)

Re-assess Vector Indices Threshold as an Early Warning Tool for Predicting Dengue Epidemic in a Dengue Non-endemic Country

Chang, F. S., Tseng, Y. T., Hsu, P. S., Chen, C. D., Lian, I. B. & Chao, D. Y., 2015 Sep 14, In : PLoS Neglected Tropical Diseases. 9, 9, e0004043.

Research output: Contribution to journalArticle

Dengue
Disease Outbreaks
Culicidae
Taiwan
Logistic Models
8 Citations (Scopus)

TCM tongue diagnosis index of early-stage breast cancer

Lo, L. C., Cheng, T-L., Chen, Y. J., Natsagdorj, S. & Chiang, J. Y., 2015 Oct 1, In : Complementary Therapies in Medicine. 23, 5, p. 705-713 9 p.

Research output: Contribution to journalArticle

Chinese Traditional Medicine
Tongue
Breast Neoplasms
Neoplasms
Stomach
8 Citations (Scopus)
Analytic Hierarchy Process
Evaluation
science
rating
evaluation
3 Citations (Scopus)
Generalized Linear Mixed Model
Case-control
Variable Selection
Case-Control Studies
Selection of Variables
2 Citations (Scopus)

Work in progress: A new approach of changeable password for keystroke dynamics authentication system on smart phones

Tsai, C. J., Peng, C. C., Chiang, M. L., Chang, T. Y., Tsai, W. J. & Wu, H. S., 2015 Mar 3, Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014. Institute of Electrical and Electronics Engineers Inc., p. 353-356 4 p. 7054316. (Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Authentication
retraining
Biometrics
experiment
Experiments