Research Output 1985 2019

2019

Active learning with simultaneous subject and variable selections

Ivan Chang, Y. C. & Chen, R-B., 2019 Feb 15, In : Neurocomputing. 329, p. 495-505 11 p.

Research output: Contribution to journalArticle

Problem-Based Learning
Patient Selection
Labels
Learning
Sample Size
1 Citation (Scopus)

A modified developmental care bundle reduces pain and stress in preterm infants undergoing examinations for retinopathy of prematurity: A randomised controlled trial

Chuang, L. J., Wang, S. H., Ma, M-C., Lin, C. N., Chen, C. L. & Huang, M-C., 2019 Feb 1, In : Journal of Clinical Nursing. 28, 3-4, p. 545-559 15 p.

Research output: Contribution to journalArticle

Patient Care Bundles
Retinopathy of Prematurity
Premature Infants
Randomized Controlled Trials
Pain
1 Citation (Scopus)

An active learning-based approach for location-aware acquaintance inference

Chen, B. H., Li, C-T., Chuang, K-T., Pang, J. & Zhang, Y., 2019 Jun 4, In : Knowledge and Information Systems. 59, 3, p. 539-569 31 p.

Research output: Contribution to journalArticle

Labeling
Recommender systems
Mobile devices
Feedback
Sensors

Analysis of a customized cervical collar to improve neck posture during smartphone usage: a comparative study in healthy subjects

Kuo, Y. R., Fang, J-J., Wu, C. T., Lin, R. M., Su, P-F. & Lin, C-L., 2019 Aug 1, In : European Spine Journal. 28, 8, p. 1793-1803 11 p.

Research output: Contribution to journalArticle

Posture
Healthy Volunteers
Neck
Head
Sports

A new demerit control chart for monitoring the quality of multivariate Poisson processes

Li, C. I., Pan, J. N. & Huang, M. H., 2019, In : Journal of Applied Statistics. 46, 4, p. 1-20

Research output: Contribution to journalArticle

Bayesian structure selection for vector autoregression model

Chu, C. H., Lo Huang, M. N., Huang, S. F. & Chen, R-B., 2019 Aug 1, In : Journal of Forecasting. 38, 5, p. 422-439 18 p.

Research output: Contribution to journalArticle

Vector Autoregression
Dimensionality
Coefficient
Multiple Time Series
Model structures

Bayesian variable selection in a finite mixture of linear mixed-effects models

Lee, K-J. & Chen, R-B., 2019 Sep 2, In : Journal of Statistical Computation and Simulation. 89, 13, p. 2434-2453 20 p.

Research output: Contribution to journalArticle

Bayesian Variable Selection
Linear Mixed Effects Model
Finite Mixture
Monte Carlo Sampling
Social sciences

Critical fault-detecting time evaluation in software with discrete compound Poisson models

Hsieh, M. H., Jeng, S-L. & Kvam, P., 2019 Jan 1, In : Journal of Quality Technology. 51, 1, p. 94-108 15 p.

Research output: Contribution to journalArticle

Managers
Software
Evaluation
Compound Poisson model
Fault
Monitoring
Normal distribution
Control charts
Process change
Moving average

Gender differences in inappropriate use of urinary catheters among hospitalized older patients

Hu, F. W., Chang, C-M., Su, P-F., Chen, H. Y. & Chen, C. H., 2019 Mar 4, In : Journal of Women and Aging. 31, 2, p. 165-175 11 p.

Research output: Contribution to journalArticle

Urinary Catheters
gender-specific factors
incidence
Catheters
demographic factors

Greedy active learning algorithm for logistic regression models

Hsu, H. L., Chang, Y. C. I. & Chen, R-B., 2019 Jan 1, In : Computational Statistics and Data Analysis. 129, p. 119-134 16 p.

Research output: Contribution to journalArticle

Active Learning
Logistic Regression Model
Learning algorithms
Logistics
Learning Algorithm

Health-related quality of life associated with different cancer treatments in Chinese breast cancer survivors in Taiwan

Ou, H-T., Chung, W-P., Su, P-F., Lin, T. H., Lin, J. Y., Wen, Y. C. & Fang, W. T., 2019 Jul 1, In : European Journal of Cancer Care. 28, 4, e13069.

Research output: Contribution to journalArticle

Taiwan
Survivors
Quality of Life
Breast Neoplasms
Neoplasms
1 Citation (Scopus)

Identifying individual risk rare variants using protein structure guided local tests (POINT)

West, R. M., Lu, W., Rotroff, D. M., Kuenemann, M. A., Chang, S-M., Wu, M. C., Wagner, M. J., Buse, J. B., Motsinger-Reif, A. A., Fourches, D. & Tzeng, J. Y., 2019 Feb 1, In : PLoS Computational Biology. 15, 2, e1006722.

Research output: Contribution to journalArticle

Open Access
Protein Structure
protein structure
Aggregation
Agglomeration
Kernel Machines
1 Citation (Scopus)
Tie
Social Networks
Feature Modeling
Mobile devices
Energy conservation

Linear profiles monitoring in the presence of nonnormal random errors

Li, C-I. & Tsai, T. R., 2019 Jan 1, In : Quality and Reliability Engineering International.

Research output: Contribution to journalArticle

Random errors
Normal distribution
Monitoring
Quality control
Masks

Marine: Multi-relational network embeddings with relational proximity and node attributes

Feng, M. H., Hsu, C. C., Li, C-T., Yeh, M. Y. & Lin, S. D., 2019 May 13, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 470-479 10 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Labels
Experiments
Supervised learning
Innovation
Availability

Modeling financial interval time series

Lin, L-C. & Sun, L. H., 2019 Feb 1, In : PloS one. 14, 2, e0211709.

Research output: Contribution to journalArticle

Open Access
Time series
time series analysis
Likelihood Functions
Volatilization
financial economics
3 Citations (Scopus)

Molecular damage and responses of oral keratinocyte to hydrogen peroxide

Lin, K. Y., Chung, C. H., Ciou, J. S., Su, P-F., Wang, P. W., Shieh, D-B. & Wang, T. C., 2019 Jan 11, In : BMC Oral Health. 19, 1, 10.

Research output: Contribution to journalArticle

Keratinocytes
Hydrogen Peroxide
Dentin Sensitivity
Tooth Bleaching
Comet Assay
1 Citation (Scopus)

Monitoring nonlinear profile data using support vector regression method

Li, C-I., Pan, J-N. & Liao, C. H., 2019 Feb 1, In : Quality and Reliability Engineering International. 35, 1, p. 127-135 9 p.

Research output: Contribution to journalArticle

Monitoring
Normal distribution
Control charts
Regression method
Support vector regression

Optimal Noncollapsing Space-Filling Designs for Irregular Experimental Regions

Chen, R-B., Li, C. H., Hung, Y. & Wang, W., 2019 Jan 2, In : Journal of Computational and Graphical Statistics. 28, 1, p. 74-91 18 p.

Research output: Contribution to journalArticle

Discrete Optimization
Constrained Optimization Problem
Particle Swarm Optimization
Irregular
Thermal Management

Predictors of caregiver burden and care costs for older persons with dementia in Taiwan

Ku, L-J. E., Chang, S-M., Pai, M-C. & Hsieh, H. M., 2019 Jun 1, In : International Psychogeriatrics. 31, 6, p. 885-894 10 p.

Research output: Contribution to journalArticle

Taiwan
Caregivers
Dementia
Costs and Cost Analysis
Interviews
Open Access
Fertilization in Vitro
Pregnancy Outcome
Longitudinal Studies
Cohort Studies
Quality of Life

Semiparametric additive rates model for recurrent events data with intermittent gaps

Su, P-F., Zhong, J. & Ou, H-T., 2019 Apr 15, In : Statistics in Medicine. 38, 8, p. 1343-1356 14 p.

Research output: Contribution to journalArticle

Recurrent Events
National Health Programs
Biased Estimation
Taiwan
Hypoglycemia

Sparse-Group Independent Component Analysis with application to yield curves prediction

Chen, Y., Niu, L., Chen, R-B. & He, Q., 2019 May 1, In : Computational Statistics and Data Analysis. 133, p. 76-89 14 p.

Research output: Contribution to journalArticle

Independent component analysis
Independent Component Analysis
Curve
Prediction
Estimator

Temporal popularity prediction of locations for geographical placement of retail stores

Hsieh, H-P., Lin, F., Li, C-T., Yen, I. E. H. & Chen, H. Y., 2019 Jan 1, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Retail stores
Supervised learning
Profitability
Interpolation
1 Citation (Scopus)

Towards a more reliable privacy-preserving recommender system

Jiang, J. Y., Li, C-T. & Lin, S. D., 2019 May 1, In : Information sciences. 482, p. 248-265 18 p.

Research output: Contribution to journalArticle

Collaborative filtering
Privacy Preserving
Recommender Systems
Recommender systems
Privacy

Who should I invite: predicting event participants for a host user

Jiang, J. Y. & Li, C-T., 2019 Jun 4, In : Knowledge and Information Systems. 59, 3, p. 629-650 22 p.

Research output: Contribution to journalArticle

Factorization
Internet
Costs
Experiments
2018

A check-in shielding scheme against acquaintance inference in location-based social networks

Chen, B. H., Li, C-T. & Chuang, K-T., 2018 Jan 1, (Accepted/In press) In : World Wide Web.

Research output: Contribution to journalArticle

Shielding
Experiments
Partial Least Squares Regression
Recommender systems
Recommendations
Recommender Systems
Factorization
3 Citations (Scopus)

An ensemble of retrieval-based and generation-based human-computer conversation systems

Song, Y., Li, C-T., Nie, J. Y., Zhang, M., Zhao, D. & Yan, R., 2018 Jan 1, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 4382-4388 7 p.

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

Computer systems
Neural networks
Processing
2 Citations (Scopus)

An instantaneous spatiotemporal model for predicting traffic-related ultrafine particle concentration through mobile noise measurements

Lin, M-Y., Guo, Y. X., Chen, Y. C., Chen, W. T., Young, L. H., Lee, K-J., Wu, Z. Y. & Tsai, P-C., 2018 Sep 15, In : Science of the Total Environment. 636, p. 1139-1148 10 p.

Research output: Contribution to journalArticle

cardiovascular disease
temporal variation
spatial variation
Health
Acoustic waves

Control charts based on quasi-likelihood estimation for monitoring profiles

Li, C-I., 2018 Feb 11, In : Journal of Statistical Computation and Simulation. 88, 3, p. 457-470 14 p.

Research output: Contribution to journalArticle

Quasi-likelihood
Control Charts
Monitoring
Exponentially Weighted Moving Average
Functional Relationship

Critical Fault-Detecting Time Evaluation in Software with Discrete Compound Poisson Models

Jeng, S-L., 2018 Dec 13, The 3rd Pacific Rim Statistical Conference for Production Engineering. Hsin-Chu, Taiwan

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

Curtailed two-stage design for comparing two arms in randomized phase II clinical trials

Chen, C. M., Chi, Y-C. & Chang, H-M., 2018 Sep 3, In : Journal of Biopharmaceutical Statistics. 28, 5, p. 939-950 12 p.

Research output: Contribution to journalArticle

Two-stage Design
Phase II Clinical Trials
Clinical Trials
Randomized Controlled Trials
Investigational Therapies
2 Citations (Scopus)
Epidermal Growth Factor Receptor
Non-Small Cell Lung Carcinoma
Quality of Life
Mutation
Therapeutics

Erectile dysfunction, hormone levels, inflammation in male patients with metabolic syndrome

Chao, J. K., Ma, M-C. & Chao, I. H. C., 2018 Jan 1, In : Journal of Men's Health. 14, 4, p. 25-37 13 p.

Research output: Contribution to journalArticle

Erectile Dysfunction
Hormones
Inflammation
Gonadal Steroid Hormones
Logistic Models

Feedback Control for Binary Response

Chen, P. Y., Hsia, C. C., Su, Y. H., Chen, R-B. & Chang, S-M., 2018 May 9, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 21-24 4 p.

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

Hinges
Feedback control
Defects
Logistics
Industry
7 Citations (Scopus)

Forecasting participants of information diffusion on social networks with its applications

Li, C-T., Lin, Y. J. & Yeh, M. Y., 2018 Jan 1, In : Information sciences. 422, p. 432-446 15 p.

Research output: Contribution to journalArticle

Information Diffusion
Social Networks
Forecasting
Marketing
Social Networking

Functional Status in Older Intensive Care Unit Survivors

Tang, H. J., Tang, H. Y. J., Chang, C-M., Su, P-F. & Chen, C. H., 2018 Jan 1, (Accepted/In press) In : Clinical Nursing Research.

Research output: Contribution to journalArticle

Geriatrics
Intensive Care Units
Survivors
APACHE
Delirium

Heart rate variability among women undergoing in vitro fertilization treatment: Its predictive ability for pregnancy

Wu, M-H., Su, P-F., Chen, K. Y., Tie, T. H., Ke, H. C., Chen, H., Su, Y. C., Su, Y. C. & Ou, H-T., 2018 Mar 1, In : PloS one. 13, 3, e0193899.

Research output: Contribution to journalArticle

in vitro fertilization
Fertilization in Vitro
heart rate
Heart Rate
pregnancy
5 Citations (Scopus)

Hepatitis B virus surface gene pre-S2 mutant as a high-risk serum marker for hepatoma recurrence after curative hepatic resection

Yen, C-J., Ai, Y. L., Tsai, H-W., Chan, S-H., Yen, C. S., Cheng, K. H., Lee, Y. P., Kao, C. W., Wang, Y. C., Chen, Y. L., Lin, C. H., Liu, T., Tsai, H. P., Wang, J-R., Su, I. J. & Huang, W-Y., 2018 Sep 1, In : Hepatology. 68, 3, p. 815-826 12 p.

Research output: Contribution to journalArticle

Hepatitis B virus
Hepatocellular Carcinoma
Biomarkers
Recurrence
Surface Antigens

Identifying users behind shared accounts in online streaming services

Jiang, J. Y., Li, C-T., Chen, Y. & Wang, W., 2018 Jun 27, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 65-74 10 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).

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

Unsupervised learning
Recommender systems
Metadata
Identification (control systems)
Quality of service

Message from the General Co-Chairs and Program Co-Chairs: TAAI 2017

Shan, M. K., Lin, S. D., Cheng, P. J., Yeh, M. Y., Yang, D. N., Li, C-T. & Chuang, K-T., 2018 May 9, In : Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. p. ix

Research output: Contribution to journalEditorial

1 Citation (Scopus)

Monitoring the process quality for multistage systems with multiple characteristics

Pan, J-N., Li, C-I. & Hsu, J. W., 2018 Jan 1, In : International Journal of Quality and Reliability Management. 35, 1, p. 50-63 14 p.

Research output: Contribution to journalArticle

Control charts
Process quality
Monitoring
Quality characteristics
Manufacturing systems
1 Citation (Scopus)

NEK2 promotes hepatoma metastasis and serves as biomarker for high recurrence risk after hepatic resection

Chang, Y. Y., Yen, C-J., Chan, S-H., Chou, Y. W., Lee, Y. P., Bao, C. Y., Huang, C. J. & Huang, W-Y., 2018 Sep 1, In : Annals of Hepatology. 17, 5, p. 843-856 14 p.

Research output: Contribution to journalArticle

Hepatocellular Carcinoma
Biomarkers
Neoplasm Metastasis
Recurrence
Liver

Of Needles and Haystacks: Revisiting Growth Determinants by Robust Bayesian Variable Selection

Lee, K-J. & Chen, Y-C., 2018 Jun 1, In : Empirical Economics. 54, 4, p. 1517-1547 31 p.

Research output: Contribution to journalArticle

Bayesian Variable Selection
Determinant
determinants
Variable Selection
Covariates
1 Citation (Scopus)

On limiting theorems for conditional causation probabilities of multiple-run-rules

Chang, H-M., Chang, Y. M., Fu, W. H. W. & Lee, W. C., 2018 Jul 1, In : Statistics and Probability Letters. 138, p. 151-156 6 p.

Research output: Contribution to journalArticle

Causation
Limiting
Multi-state
Imbedding
Survival Analysis
1 Citation (Scopus)

On route planning by inferring visiting time, modeling user preferences, and mining representative trip patterns

Li, C-T., Chen, H. Y., Chen, R. H. & Hsieh, H-P., 2018 Sep 1, In : Knowledge and Information Systems. 56, 3, p. 581-611 31 p.

Research output: Contribution to journalArticle

Planning
Location based services
Experiments