Research Output 2000 2019

2019

Cerebral control of winking before and after learning: An event-related fMRI study

Lin, C. C. K., Lee, K. J., Huang, C. H. & Sun, Y. N., 2019 Dec 1, In : Brain and Behavior. 9, 12, e01483.

Research output: Contribution to journalArticle

Open Access
Blinking
Magnetic Resonance Imaging
Learning
Frontal Lobe
Eyelids
1 Citation (Scopus)
Open Access
Lung Neoplasms
Health
Quality of Life
Drug Therapy
Therapeutics

FineNet: A joint convolutional and recurrent neural network model to forecast and recommend anomalous financial items

Tsai, Y. C., Chen, C. Y., Ma, S. L., Wang, P. C., Chen, Y. J., Chang, Y. C. & Li, C. T., 2019 Sep 10, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 536-537 2 p. (RecSys 2019 - 13th ACM Conference on Recommender Systems).

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

Recurrent neural networks
Time series
Neural networks
Learning systems
Industry
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

Learning sleep quality from daily logs

Park, S., Hsu, C., Li, C. T., Lee, S. W., Han, S. & Cha, M., 2019 Jul 25, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2421-2429 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Data mining
Time series
Health
Neural networks
Psychiatry

Query embedding learning for context-based social search

Chen, Y. C., Tsai, Y. C. & Li, C. T., 2019 Nov 3, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2441-2444 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Social search
Query
Social context
Facebook
Online social networks

Query Embedding Learning for Context-based Social Search

Li, C. T. & Chen, Y. C., 2019 Jan 1, In : CEUR Workshop Proceedings. 2482

Research output: Contribution to journalConference article

Labels
Experiments

Spotting terrorists by learning behavior-aware heterogeneous network embedding

Wang, P. C. & Li, C. T., 2019 Nov 3, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2097-2100 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Learning behavior
Sampling
Terrorism
Outliers
Interaction
1 Citation (Scopus)

Towards a more reliable privacy-preserving recommender system

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

Research output: Contribution to journalArticle

Collaborative filtering
Privacy Preserving
Recommender Systems
Recommender systems
Privacy
2018
8 Citations (Scopus)

Forecasting participants of information diffusion on social networks with its applications

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

Research output: Contribution to journalArticle

Information Diffusion
Social Networks
Forecasting
Marketing
Social Networking
D-optimal
Orthogonal Array
Main Effect
Interaction
Discrete Optimization
2 Citations (Scopus)

Recognizing spatial and temporal clustering patterns of dengue outbreaks in Taiwan

Lai, W. T., Chen, C. H., Hung, H., Chen, R. B., Shete, S. & Wu, C. C., 2018 Jun 4, In : BMC infectious diseases. 18, 1, 256.

Research output: Contribution to journalArticle

Dengue
Taiwan
Disease Outbreaks
Cluster Analysis
Incidence
2017
2 Citations (Scopus)
Taiwan
Nursing
Inpatients
Mortality
Confounding Factors (Epidemiology)
Binary Response
Small Sample Size
Screening
Regression
Posterior Mean
2 Citations (Scopus)

Geographic Variations and Time Trends in Cancer Treatments in Taiwan

Hsu, J. C., Chang, S. M. & Lu, C. Y., 2017 Aug 2, In : BMC Public Health. 18, 1, 89.

Research output: Contribution to journalArticle

Taiwan
Antineoplastic Agents
Neoplasms
Islands
Costs and Cost Analysis

Influence maximization-based event organization on social networks

Li, C. T., 2017 Jan 1, Personal Analytics and Privacy: An Individual and Collective Perspective - 1st International Workshop, PAP 2017, Held in Conjunction with ECML PKDD 2017, Revised Selected Papers. Guidotti, R., Monreale, A., Pedreschi, D. & Abiteboul, S. (eds.). Springer Verlag, p. 155-158 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10708 LNCS).

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

Social Networks
Heuristic methods
Communication
Labels
Costs
2 Citations (Scopus)

Modeling city locations as complex networks: An initial study

Zhou, L., Zhang, Y., Pang, J. & Li, C. T., 2017 Jan 1, In : Studies in Computational Intelligence. 693, p. 735-747 13 p.

Research output: Contribution to journalArticle

Complex networks
Financial Crisis
Bayesian Approach
financial crisis
Determinant
determinants
2 Citations (Scopus)

Sequential Designs Based on Bayesian Uncertainty Quantification in Sparse Representation Surrogate Modeling

Chen, R. B., Wang, W. & Wu, C. F. J., 2017 Apr 3, In : Technometrics. 59, 2, p. 139-152 14 p.

Research output: Contribution to journalArticle

Sequential Design
Uncertainty Quantification
Sparse Representation
Prediction
Modeling
1 Citation (Scopus)

Spatial Bayesian hierarchical model with variable selection to fMRI data

Lee, K. J., Hsieh, S. & Wen, T., 2017 Aug, In : Spatial Statistics. 21, p. 96-113 18 p.

Research output: Contribution to journalArticle

Bayesian Hierarchical Model
Spatial Dependence
Temporal Correlation
Functional Magnetic Resonance Imaging
Variable Selection
4 Citations (Scopus)

Standardized maximim D-optimal designs for enzyme kinetic inhibition models

Chen, P. Y., Chen, R. B., Tung, H. C. & Wong, W. K., 2017 Oct 15, In : Chemometrics and Intelligent Laboratory Systems. 169, p. 79-86 8 p.

Research output: Contribution to journalArticle

Enzyme inhibition
Enzyme kinetics
Particle swarm optimization (PSO)
Optimal design

Understanding Foursquare venue popularity in Taiwan and a comparative study with the USA

Baowaly, M. K., Podder, U. & Li, C. T., 2017 Feb 21, 19th International Conference on Computer and Information Technology, ICCIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 48-55 8 p. 7860166. (19th International Conference on Computer and Information Technology, ICCIT 2016).

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

Industry
2016
9 Citations (Scopus)

Bayesian Sparse Group Selection

Chen, R. B., Chu, C. H., Yuan, S. & Wu, Y. N., 2016 Jul 2, In : Journal of Computational and Graphical Statistics. 25, 3, p. 665-683 19 p.

Research output: Contribution to journalArticle

Group selection
Lasso
Binary Variables
Gibbs Sampler
Posterior distribution
5 Citations (Scopus)

Bayesian variable selection for finite mixture model of linear regressions

Lee, K. J., Chen, R. B. & Wu, Y. N., 2016 Mar 1, In : Computational Statistics and Data Analysis. 95, p. 1-16 16 p.

Research output: Contribution to journalArticle

Bayesian Variable Selection
Finite Mixture Models
Linear regression
Latent Variables
Predictors
3 Citations (Scopus)
Bayesian Variable Selection
Probit Model
Gibbs Sampler
Variable Selection
Markov processes

Confidence intervals for the ratio of two median residual lifetimes with left-truncated and right-censored data

Tsai, T. H., Tsai, W. Y., Chi, Y. & Chang, S. M., 2016 Mar 1, In : Biometrics. 72, 1, p. 232-241 10 p.

Research output: Contribution to journalArticle

Residual Lifetime
Right-censored Data
Probability density function
Confidence interval
confidence interval

Forecasting Geo-sensor data with participatory sensing based on dropout neural network

Jiang, J. Y. & Li, C. T., 2016 Oct 24, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2033-2036 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

Neural networks
Drop out
Sensor
Volunteers
Air quality
8 Citations (Scopus)

Optimizing two-level supersaturated designs using swarm intelligence techniques

Phoa, F. K. H., Chen, R. B., Wang, W. & Wong, W. K., 2016 Jan 2, In : Technometrics. 58, 1, p. 43-49 7 p.

Research output: Contribution to journalArticle

Supersaturated Design
Swarm Intelligence
Screening Experiment
Screening
Discrete Optimization
3 Citations (Scopus)

Socialized language model smoothing via bi-directional influence propagation on social networks

Yan, R., Li, C. T., Hsieh, H. P., Hu, P., Hu, X. & He, T., 2016 Jan 1, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 1395-1405 11 p. (25th International World Wide Web Conference, WWW 2016).

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

Websites
Learning algorithms
Experiments
2015
19 Citations (Scopus)

A modified Particle Swarm Optimization technique for finding optimal designs for mixture models

Wong, W. K., Chen, R. B., Huang, C. C. & Wang, W., 2015 Jun 19, In : PloS one. 10, 6, e0124720.

Research output: Contribution to journalArticle

swarms
Particle swarm optimization (PSO)
Heuristic algorithms
methodology
computer science
1 Citation (Scopus)

Automatic generation of visual story for fairy tales with digital narrative

Li, C. T., Huang, C. J. & Shan, M. K., 2015 Jul 1, In : Web Intelligence and Agent Systems. 13, 2, p. 115-122 8 p.

Research output: Contribution to journalArticle

Visualization
7 Citations (Scopus)

Estimating potential customers anywhere and anytime based on location-based social networks

Hsieh, H. P., Li, C. T. & Lin, S. D., 2015 Jan 1, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015. Costa, V. S., Soares, C., Appice, A., Appice, A., Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J., Jorge, A., Rodrigues, P. P., Gama, J., Costa, V. S., Jorge, A., Appice, A., Rodrigues, P. P., Gama, J., Appice, A., Soares, C., Jorge, A., Gama, J., Rodrigues, P. P., Costa, V. S., Soares, C. & Jorge, A. (eds.). Springer Verlag, p. 576-592 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9285).

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

Retail stores
Social Networks
Customers
Query
Sensor
5 Citations (Scopus)

I see you: Person-of-interest search in social networks

Hsieh, H. P., Li, C. T. & Yan, R., 2015 Aug 9, SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 839-842 4 p. (SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

Labels
Experiments
18 Citations (Scopus)

Minimax optimal designs via particle swarm optimization methods

Chen, R. B., Chang, S. P., Wang, W., Tung, H. C. & Wong, W. K., 2015 Sep 3, In : Statistics and Computing. 25, 5, p. 975-988 14 p.

Research output: Contribution to journalArticle

Minimax
Particle swarm optimization (PSO)
Particle Swarm Optimization
Optimization Methods
Optimization Techniques
8 Citations (Scopus)

The roles of network communities in social information diffusion

Li, C. T., Lin, Y. J. & Yeh, M. Y., 2015 Dec 22, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Luo, F., Ogan, K., Zaki, M. J., Haas, L., Ooi, B. C., Kumar, V., Rachuri, S., Pyne, S., Ho, H., Hu, X., Yu, S., Hsiao, M. H-I. & Li, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 391-400 10 p. 7363780. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

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

Supervised learning
11 Citations (Scopus)

Where you go reveals who you know: Analyzing social ties from millions of footprints

Hsieh, H. P., Yan, R. & Li, C. T., 2015 Oct 17, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1839-1842 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

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

Social ties
Co-location
Linkage
Experiment
Correlates
2014
12 Citations (Scopus)

Automatic recipe cuisine classification by ingredients

Su, H., Lin, T. W., Li, C. T., Shan, M. K. & Chang, J., 2014 Jan 1, UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 565-570 6 p. (UbiComp 2014 - Adjunct Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

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

Cooking
Labeling
Support vector machines
6 Citations (Scopus)

Inferring social relationships from mobile sensor data

Hsieh, H. P. & Li, C. T., 2014 Apr 7, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 293-294 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

Sensors
Wireless networks
Energy conservation
Experiments
1 Citation (Scopus)

Inferring visiting time distributions of locations from incomplete check-in data

Hsieh, H. P. & Li, C. T., 2014 Apr 7, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 295-296 2 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

Location based services
Miners
Labels
Experiments
19 Citations (Scopus)

Spatial Bayesian variable selection models on functional magnetic resonance imaging time-series data

Lee, K. J., Jones, G. L., Caffo, B. S. & Bassett, S. S., 2014 Jan 1, In : Bayesian Analysis. 9, 3, p. 699-732 34 p.

Research output: Contribution to journalArticle

Bayesian Variable Selection
Oxygenation
Functional Magnetic Resonance Imaging
Selection Model
Time Series Data
13 Citations (Scopus)

Using animal instincts to design efficient biomedical studies via particle swarm optimization

Qiu, J., Chen, R. B., Wang, W. & Wong, W. K., 2014 Jan 1, In : Swarm and Evolutionary Computation. 18, p. 1-10 10 p.

Research output: Contribution to journalArticle

Particle swarm optimization (PSO)
Particle Swarm Optimization
Animals
Metaheuristics
Optimal Solution
2013
3 Citations (Scopus)

Mining and generating large-scaled social networks via MapReduce

Lo, Y. C., Lai, H. C., Li, C. T. & Lin, S. D., 2013 Jan 1, In : Social Network Analysis and Mining. 3, 4, p. 1449-1469 21 p.

Research output: Contribution to journalArticle

social network
Complex networks
Cloud computing
Computational efficiency
coverage
2012
1 Citation (Scopus)

Exploiting and evaluating mapreduce for large-scale graph mining

Lai, H. C., Li, C. T., Lo, Y. C. & Lin, S. D., 2012 Dec 1, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 434-441 8 p. 6425727. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

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

Cloud computing
Computational efficiency
4 Citations (Scopus)

Parallelizing preferential attachment models for generating large-scale social networks that cannot fit into memory

Lo, Y. C., Li, C. T. & Lin, S. D., 2012 Dec 1, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 229-238 10 p. 6406288. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

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

Data storage equipment
Complex networks
Electric network analysis
Experiments
2011
17 Citations (Scopus)

Accelerated destructive degradation tests robust to distribution misspecification

Jeng, S. L., Huang, B. Y. & Meeker, W. Q., 2011 Dec 1, In : IEEE Transactions on Reliability. 60, 4, p. 701-711 11 p., 5953546.

Research output: Contribution to journalArticle

Degradation
Weibull distribution
Mean square error
Adhesives
1 Citation (Scopus)

BeTracker: A system for finding behavioral patterns from contextual sensor and social data

Hsieh, H. P., Li, C. T. & Lin, S. D., 2011 Dec 1, Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011. p. 1227-1230 4 p. 6137524. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Sensors
Stars
7 Citations (Scopus)

MemeTube: A sentiment-based audiovisual system for analyzing and displaying microblog messages

Li, C. T., Wang, C. Y., Tseng, C. L. & Lin, S. D., 2011 Dec 1, ACL HLT 2011 - 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of Student Session. p. 32-37 6 p. (ACL HLT 2011 - 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of Student Session).

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

music
Sentiment
time
Melody
Blogging
2010

Mining heterogeneous social networks for egocentric information abstraction

Li, C. T. & Lin, S. D., 2010 Dec 1, From Sociology to Computing in Social Networks: Theory, Foundations and Applications. Springer Vienna, p. 35-58 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Crime
Vector spaces
Data structures
Semantics
2009
28 Citations (Scopus)

A review of statistical methods for quality improvement and control in nanotechnology

Lu, J. C., Jeng, S. L. & Wang, K., 2009 Apr, In : Journal of Quality Technology. 41, 2, p. 148-164 17 p.

Research output: Contribution to journalReview article

Nanotechnology
Statistical methods
Process monitoring
Design of experiments
Quality control
37 Citations (Scopus)

Gene-trait similarity regression for multimarker-based association analysis

Tzeng, J. Y., Zhang, D., Chang, S. M., Thomas, D. C. & Davidian, M., 2009 Sep 1, In : Biometrics. 65, 3, p. 822-832 11 p.

Research output: Contribution to journalArticle

Haplotypes
haplotypes
Genes
Regression
Haplotype