Research Output 1985 2020

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2019

A New Perspective on Analyzing World University Rankings

Hsueh, C-M., Chang, S-M. & Chen, R-B., 2019 Sep, In SEAAIR (東南亞校務研究協會) 2019 19th Annual Conference. Taipei, Taiwan

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

1 Citation (Scopus)

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

世界大學排名之指標關聯性分析

Hsueh, C-M., Chang, S-M. & Chen, R-B., 2019 Nov, 2019台灣教育學術研討會─跨域、跨界的教育新契機 (TERA2019). 國立中山大學, 高雄

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

時間遞移效應在校務研究應用之探討

Hsueh, C-M., Chang, S-M. & Chen, R-B., 2019 May, 2019高等教育教學實務研究學術研討會. 國立中興大學, 台中, 臺灣

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

2018
6 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, p. 4382-4388 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

Computer systems
Neural networks
Processing

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

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
1 Citation (Scopus)

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

Predictive team formation analysis via feature representation learning on social networks

Ting, L. P. Y., Li, C-T. & Chuang, K-T., 2018 Jan 1, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 790-802 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

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

Social Networks
Defects
Experiments
Prediction
Learning

Using ANN to Analyze the Correlation Between Tourism-Related Hot Words and Tourist Numbers: A Case Study in Japan

Chang, J-H., Tseng, C. Y., Hwang, R. H. & Ma, M-C., 2018 Mar 13, Proceedings - 2017 IEEE 7th International Symposium on Cloud and Service Computing, SC2 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 132-137 6 p.

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

Search engines
Websites
Internet
Neural networks
Industry

大學教師學術產能與科技部經費之時間遞移效應探討

Hsueh, C-M., Chang, S-M. & Chen, R-B., 2018 Nov, 2018年校務研究暨教學實踐學術研討會. 國立臺中教育大學

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

2017

Copula Selection in Random Coefficient Degradation Models

Jeng, S-L., 2017 Aug 8, CONFERENCE OF THE INTERNATIONAL FEDERATION OF CLASSIFICATION SOCIETIES. Tokyo, Japan

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

Modeling and Analysis of Field-Failure Data with Ancillary Information

Jeng, S-L., 2017 Apr 23, The Thirteenth Cross-Strait Symposium on Applied Statistics. Tunghai University, Taichung, Taiwan

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

Particle swarm stepwise algorithm (PaSS) on multicore hybrid CPU-GPU clusters

Yang, M., Chen, R-B., Chung, I. H. & Wang, W., 2017 Mar 10, Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016. Institute of Electrical and Electronics Engineers Inc., p. 265-272 8 p. 7876347. (Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016).

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

Program processors
Artificial intelligence
Data mining
Learning systems
Scalability
1 Citation (Scopus)

PSEISMIC: A personalized self-exciting point process model for predicting tweet popularity

Chen, H. Y. & Li, C-T., 2017 Jul 1, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Nie, J-Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., Baeza-Yates, R., Baeza-Yates, R., Hu, X., Kepner, J., Cuzzocrea, A., Tang, J. & Toyoda, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2710-2713 4 p. (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017; vol. 2018-January).

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

Memory Kernel
Point Process
Process Model
Data storage equipment
Social Networking
2016

Analyzing Multistage Manufacturing Process by Functional Quadratic Regression and LASSO

Jeng, S-L., 2016 Jun 20, The Fourth International Conference on the Interface between Statistics and Engineering (The 4th ICISE). University of Palermo, Italy

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

8 Citations (Scopus)

Analyzing social event participants for a single organizer

Jiang, J. Y. & Li, C-T., 2016 Jan 1, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 599-602 4 p. (Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016).

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

6 Citations (Scopus)

Chinese couplet generation with neural network structures

Yan, R., Li, C-T., Hu, X. & Zhang, M., 2016 Jan 1, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 2347-2357 11 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 4).

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

neural network
language
cultural heritage
semantics
China

Field-Failure Modeling with Ancillary Information for Warranty Data Analysis

Jeng, S-L. & Horng, C-T., 2016, 7th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling. p. 187-193

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

Finite mixture of regression modeling for exchange market pressures during the financial crisis: A robust Bayesian approach to variable selection

Lee, K-J. & Chen, Y-C., 2016, 2016 臺灣計量經濟學會年會. 臺北,臺灣

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

Who will respond to your requests for instant trouble-shooting?

Hsu, K. H., Li, C. T. & Tseng, C. L., 2016 Jan 1, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 591-594 4 p. (Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016).

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

Availability
1 Citation (Scopus)

Will I win your favor? Predicting the success of altruistic requests

Hsieh, H-P., Yan, R. & Li, C-T., 2016 Jan 1, Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Proceedings. Wang, R., Bailey, J., Washio, T., Huang, J. Z., Khan, L. & Dobbie, G. (eds.). Springer Verlag, p. 177-188 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9651).

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

Predictors
Graph in graph theory
Labels
Centrality
Large Set
2015

Bayesian approaches to variable selection with highly correlated regressors: Predictive perspectives from cross-country growth regressions

Lee, K-J. & Chen, Y-C., 2015 Dec, 總體經濟計量模型研討會. 臺北,臺灣

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

Calculations of Bayesian Intervals for the In sample Predictions of Product Failure Rates

Jeng, S-L., 2015 Jul 1, Statistical Commutating Asia 2015. Academia Sinica, Taipei

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

2 Citations (Scopus)

Dissecting urban noises from heterogeneous geo-social media and sensor data

Hsieh, H-P., Yan, R. & Li, C-T., 2015 Oct 13, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 1103-1106 4 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

Sensors
Noise pollution
Social aspects
Acoustic waves

Failure Predictions for the Warranty Analysis Utilizing the Historical Data of Similar Products

Jeng, S-L., 2015 Jun 1, International conference on Mathematical Methods in Reliability. University of Tsubuka, Tokyo, Japan

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

2 Citations (Scopus)

Geo-social media analytics

Li, C. T. & Hsieh, H. P., 2015 May 18, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1533-1534 2 p. (WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web).

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

World Wide Web
Semantic Web
Internet
Economics
Industry

Identifying smallest unique subgraphs in a heterogeneous social network

Wang, Y. K., Chen, W. M., Li, C-T. & Lin, S. D., 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. 757-766 10 p. 7363820. (Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015).

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

Heuristic methods
Computational complexity
2 Citations (Scopus)

Measuring and recommending time-sensitive routes from location-based data

Hsieh, H-P., Li, C-T. & Lin, S. D., 2015 Jan 1, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 4193-4196 4 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Location based services
Experiments
3 Citations (Scopus)

Mining location-based social networks for criminal activity prediction

Huang, Y. Y., Li, C-T. & Jeng, S. K., 2015 Dec 2, 2015 24th Wireless and Optical Communication Conference, WOCC 2015. Institute of Electrical and Electronics Engineers Inc., p. 185-189 5 p. 7346202. (2015 24th Wireless and Optical Communication Conference, WOCC 2015).

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

Crime
Zoning

Multiple Instance Logistic Regression with LASSO Penalty

Chen, R-B., Cheng, K-H., Chang, S-M., Jeng, S-L., Chen, P. Y., Chun-Hao, Y. & Hsia, C-C., 2015 Nov 20, The 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2015). Tainan

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

7 Citations (Scopus)

Opportunities or risks to reduce labor in crowdsourcing translation? Characterizing cost versus quality via a PageRank-HITS hybrid model

Yan, R., Song, Y., Li, C. T., Zhang, M. & Hu, X., 2015 Jan 1, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 1025-1032 8 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

Personnel
Costs
Experiments

Some applications of degradation models to reliability analysis

Jeng, S-L., 2015 Nov 24, Master Program in Statistics. National Taiwan University

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

4 Citations (Scopus)

Tackling the achilles heel of social networks: Influence propagation based language model smoothing

Yan, R., Yen, I. E. H., Li, C-T., Zhao, S. & Hu, X., 2015 May 18, WWW 2015 - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 1318-1328 11 p. (WWW 2015 - Proceedings of the 24th International Conference on World Wide Web).

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

T-gram: A time-aware language model to predict human mobility

Hsieh, H-P., Li, C-T. & Gao, X., 2015 Jan 1, Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015. AAAI Press, p. 614-617 4 p. (Proceedings of the 9th International Conference on Web and Social Media, ICWSM 2015).

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

Experiments
1 Citation (Scopus)

Trend-based citation count prediction for research articles

Li, C-T., Lin, Y. J., Yan, R. & Yeh, M. Y., 2015 Jan 1, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Proceedings. Ho, T-B., Motoda, H., Motoda, H., Lim, E-P., Cao, T., Cheung, D. & Zhou, Z-H. (eds.). Springer Verlag, p. 659-671 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9077).

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

Citations
Count
Prediction
Burst
Miners

Trip router: A time-sensitive route recommender system

Hsieh, H-P., Li, C-T. & Lin, S. D., 2015 Jan 26, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 1207-1210 4 p. 7022735. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

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

Recommender systems
Routers
Location based services
Experiments
2 Citations (Scopus)

What makes New York so noisy? Reasoning noise pollution by mining multimodal geo-social big data

Hsieh, H-P., Yen, T. C. & Li, C-T., 2015 Oct 13, MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 181-184 4 p. (MM 2015 - Proceedings of the 2015 ACM Multimedia Conference).

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

Noise pollution
Chemical analysis
Acoustic noise
Visualization
Acoustic waves
2014

A Mixed Model of Failure Times and Degradations with Two Modes

Jeng, S-L., 2014 Dec 15, Third International Conference on the Interface of Statistics and Engineering. Hongkong, China

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

18 Citations (Scopus)

Mining and planning time-aware routes from check-in data

Hsieh, H-P. & Li, C-T., 2014 Nov 3, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 481-490 10 p. (CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management).

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

Planning
Location based services
Recommender systems
Experiments

Mining time-aware transit patterns for route recommendation in big check-in data

Hsieh, H-P. & Li, C-T., 2014 Jan 1, Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA, Revised Selected Papers. Peng, W-C., Wang, H., Zhou, Z-H., Ho, T. B., Tseng, V. S., Chen, A. L. P. & Bailey, J. (eds.). Springer Verlag, p. 818-830 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8643).

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

Mining
Recommendations
Location based services
Accumulate
Graph in graph theory
2 Citations (Scopus)

MobiCrowd: Simulating crowds with periodic and social mobility (Demonstration)

Li, C. T. & Hsieh, H. P., 2014 Jan 1, 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1627-1628 2 p. (13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014; vol. 2).

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

Animation
Demonstrations
Industry
Sleep

Model Building of Multistage Manufacturing Process with Profile Data

Jeng, S-L. & Chan, T-H., 2014 Jun 30, The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting. Taipei

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

Traveling path recommendation using temporal transit patterns

Hsieh, H. P. & Li, C. T., 2014 Jan 1, Proceedings of the 8th International Conference on Weblogs and Social Media, ICWSM 2014. The AAAI Press, p. 648-649 2 p. (Proceedings of the 8th International Conference on Weblogs and Social Media, ICWSM 2014).

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

Data storage equipment

Warranty Analysis for the Data with Sales and Report Lag

Jeng, S-L., 2014 Aug 21, 6th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM 2014). Hokkaido, Japan

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

2013
4 Citations (Scopus)

Constructing trip routes with user preference from location check-in data

Hsieh, H-P. & Li, C-T., 2013, UbiComp 2013 Adjunct - Adjunct Publication of the 2013 ACM Conference on Ubiquitous Computing. p. 195-198 4 p.

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

Experiments
2 Citations (Scopus)

Popularity prediction of social multimedia based on concept drift

Jheng, S. H., Li, C-T., Chen, H. L. & Shan, M. K., 2013 Dec 1, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 821-826 6 p. 6693420. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

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

Classifiers
Experiments

Reliability Assessments with Restricted Degradation Measurements

Jeng, S-L., 2013 Jun 20, 2013 Spring Research Conference. UCLA, USA

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

The K-Exemplars clustering method

Kao, H. H., Huang, L. C., Wen, M. J. & Wu, K. L., 2013 Oct 22, Materials and Diverse Technologies in Industry and Manufacture. p. 224-230 7 p. (Applied Mechanics and Materials; vol. 376).

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

2012
3 Citations (Scopus)

Centrality analysis, role-based clustering, and egocentric abstraction for heterogeneous social networks

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. 1-10 10 p. 6406264. (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

Heterogeneous networks
Crime
Complex networks
Tensors
Data structures