College of Management

Research Output 1979 2020

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Conference contribution
2016

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

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
2 Citations (Scopus)

Hedonic analysis for consumer electronics using online product reviews

Li, C. W., Chuang, H. C. & Li, S. T., 2016 Aug 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 609-614 6 p. 7557684. (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).

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

Consumer electronics
Smartphones
Managers
Decision making
Specifications
3 Citations (Scopus)

Improving Recommendation Accuracy by Considering Electronic Word-of-Mouth and the Effects of Its Propagation Using Collective Matrix Factorization

Liu, R. S. & Yang, T. C., 2016 Oct 11, Proceedings - 2016 IEEE 14th International Conference on Dependable, Autonomic and Secure Computing, DASC 2016, 2016 IEEE 14th International Conference on Pervasive Intelligence and Computing, PICom 2016, 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing, DataCom 2016 and 2016 IEEE Cyber Science and Technology Congress, CyberSciTech 2016, DASC-PICom-DataCom-CyberSciTech 2016. Wang, K. I-K., Jin, Q., Bhuiyan, M. Z. A., Zhang, Q. & Hsu, C-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 696-703 8 p. 7588922. (Proceedings - 2016 IEEE 14th International Conference on Dependable, Autonomic and Secure Computing, DASC 2016, 2016 IEEE 14th International Conference on Pervasive Intelligence and Computing, PICom 2016, 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing, DataCom 2016 and 2016 IEEE Cyber Science and Technology Congress, CyberSciTech 2016, DASC-PICom-DataCom-CyberSciTech 2016).

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

Factorization
Recommender systems
Sales
History
Experiments
1 Citation (Scopus)

Improving virtual sample generation for small sample learning with dependent attributes

Lin, L. S., Li, D. C. & Pan, C. W., 2016 Aug 31, Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016. Hiramatsu, A., Matsuo, T., Kanzaki, A. & Komoda, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 715-718 4 p. 7557704. (Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016).

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

Support vector machines
Life cycle
Industry
Experiments
1 Citation (Scopus)

Predicting and testing probability of continuous purchasing of online customers

Hsiao, B., Shu, L-C. & Hsieh, S. J., 2016 Jan 13, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015. Tang, Z., Du, J., Yin, S., Li, R. & He, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 783-788 6 p. 7382042. (2015 12th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2015).

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

Purchasing
Electronic commerce
Mountings
Managers
Customers
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

Strategy to promote location sharing on social network under perspectives of culture

Ha, Q. A. & Chen, J. C. V., 2016 Jan 1, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

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

Smartphones
Global positioning system
Industry
Feedback

The adoption of cloud computing services: The moderating effect of organizational culture

Wang, W. T. & Chang, C. F., 2016 Jan 1, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

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

Cloud computing
Data privacy
Security of data
Quality of service
Information systems
1 Citation (Scopus)

The antecedents of Indonesian buyer trust in social commerce: From an attribution theory perspective

Wang, T., Yeh, R. K. J. & Imron, A., 2016 Jan 1, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

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

Information technology
Innovation
Internet
Uncertainty

Toward a model for the role of product involvement in the effect of mobile advertising features

Wang, T., Yeh, R. K. J. & Thai, T. D. H., 2016 Jan 1, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

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

Marketing
Moderators
Purchasing

Using process mining to measure the expected costs of business processes

Hsiao, B., Shu, L., Young, M. & Yang, H. C., 2016 Jan 1, Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings. Pacific Asia Conference on Information Systems, (Pacific Asia Conference on Information Systems, PACIS 2016 - Proceedings).

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

Costs
Industry
Supply chain management
Information systems
Decision making

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

A hierarchical M-hops idle bandwidth sharing approach in vehicular ad-hoc network

Shieh, J. L., Kuo, Y-H. & Lee, W-H., 2015 Jan 1, Intelligent Systems and Applications - Proceedings of the International Computer Symposium, ICS 2014. Chu, W. C-C., Yang, S. J-H. & Chao, H-C. (eds.). IOS Press, p. 453-462 10 p. (Frontiers in Artificial Intelligence and Applications; vol. 274).

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

Vehicular ad hoc networks
Bandwidth
Planning

Analysis of the statistical distributions of freeway traffic flow and occupancy data in Taiwan

Hu, S-R., Chou, C. C. & Chen, Y. N., 2015 Jan 1, Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics. He, S. Y., Kuo, Y-H., Cheng, C. H. & Leung, J. M. Y. (eds.). Hong Kong Society for Transportation Studies Limited, p. 363-370 8 p. (Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics).

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

Highway systems
Taiwan
traffic
Traffic control
Normal distribution
3 Citations (Scopus)

An in-classroom interactive learning platform by near field communication

Lee, W-H., Kuo, M. C. & Hsu, C. C., 2015 Oct 12, 2015 8th International Conference on Ubi-Media Computing, UMEDIA 2015 - Conference Proceeedings. Institute of Electrical and Electronics Engineers Inc., p. 360-364 5 p. 7297486. (2015 8th International Conference on Ubi-Media Computing, UMEDIA 2015 - Conference Proceeedings).

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

Teaching
Students
Near field communication
Experiments

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
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
3 Citations (Scopus)

Evaluation and improvement of e-government: The case of European countries

Kao, C., 2015 May 28, 2015 2nd International Conference on eDemocracy and eGovernment, ICEDEG 2015. Teran, L., Meier, A. & Teran, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 104-107 4 p. 7114488. (2015 2nd International Conference on eDemocracy and eGovernment, ICEDEG 2015).

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

Communication

Evaluation of differential pricing strategies on congested freeway corridors - A case study of the Hsuehshan tunnel of freeway no. 5

Hu, S. R., Chu, C. P. & Huang, H. P., 2015 Jan 1, Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics. He, S. Y., Kuo, Y-H., Cheng, C. H. & Leung, J. M. Y. (eds.). Hong Kong Society for Transportation Studies Limited, p. 21-27 7 p. (Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics).

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

government office
holidays
Highway systems
pricing
Taiwan

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)

Generating information-diffusion-based virtual samples to improve small data set prediction for ceramic powder: A case study

Chen, H. Y. & Li, D. C., 2015 Nov 23, Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015. Tsuchida, K., Ishii, N., Goto, T. & Takahashi, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 374-378 5 p. 7336091. (Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015).

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

Permittivity
Ceramic capacitors
Powders
Electronic equipment
Neural networks

Generating multi-modality virtual samples with soft DBSCAN for small data set learning

Lin, L. S., Li, D-C., Yu, W. H. & Hsueh, Y. M., 2015 Nov 23, Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015. Tsuchida, K., Ishii, N., Goto, T. & Takahashi, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 363-368 6 p. 7336089. (Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015).

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

Weibull distribution
Membership functions
Mean square error
Statistics
Costs
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)

Improving knowledge acquisition capability of M5' model tree on small datasets

Tsai, C. H. & Li, D. C., 2015 Nov 23, Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015. Tsuchida, K., Ishii, N., Goto, T. & Takahashi, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 379-386 8 p. 7336092. (Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015).

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

Knowledge acquisition
Data structures
Decision making
Experiments
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
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

Non-parametric statistical assistance in virtual sample selection for small data set prediction

Lin, Y. S., Lin, L. S., Li, D-C. & Liao, W. L., 2015 Nov 23, Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015. Tsuchida, K., Ishii, N., Goto, T. & Takahashi, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 369-373 5 p. 7336090. (Proceedings - 3rd International Conference on Applied Computing and Information Technology and 2nd International Conference on Computational Science and Intelligence, ACIT-CSI 2015).

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

Statistical tests
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

Road space rationing policies for freeway holiday congestion management in Taiwan - A simulation approach

Chu, C. P., Hu, S-R., Chiang, C. L. & Lu, Y. T., 2015, Proceedings of the 20th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2015: Urban Transport Analytics. Hong Kong Society for Transportation Studies Limited, p. 287-293 7 p.

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

rationing
holiday
Highway systems
Taiwan
road

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

Spectral efficiency analysis for LTE networks

Chen, W. T., 2015 Feb 5, Proceedings 2014 IEEE 4th International Conference on Consumer Electronics - Berlin, ICCE-Berlin. Bellido, F. J., Hepper, D., Cycon, H. L. & Huhn, A. (eds.). February ed. IEEE Computer Society, p. 93-95 3 p. 7034214. (IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin; vol. 2015-February, no. February).

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

Scheduling
Throughput
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

The implementation of the Min-Hashing algorithm in Mahout

Wang, H., Wu, X., Chang, S. & Shu, L. C., 2015 Jan 1, Electronics, Communications and Networks IV - Proceedings of the 4th International Conference on Electronics, Communications and Networks, CECNet2014. Hussain, A. & Ivanovic, M. (eds.). p. 1161-1166 6 p. (Electronics, Communications and Networks IV - Proceedings of the 4th International Conference on Electronics, Communications and Networks, CECNet2014; vol. 2).

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

Clustering algorithms
Learning algorithms
Learning systems
Websites
Experiments
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
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

Variable Selection of Travel Demand Models for Paratransit Service: A Data Mining Approach

Shen, C-W. & Kuo, P., 2015 Jan 1, CICTP 2015 - Efficient, Safe, and Green Multimodal Transportation - Proceedings of the 15th COTA International Conference of Transportation Professionals. Yan, X., Zhang, Y. & Yin, Y. (eds.). American Society of Civil Engineers (ASCE), p. 1568-1579 12 p. (CICTP 2015 - Efficient, Safe, and Green Multimodal Transportation - Proceedings of the 15th COTA International Conference of Transportation Professionals).

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

Data mining
travel
disability
demand
act
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
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

A discussion of multiple learning effects and unconscious behavior in the software debugging process with variable potential errors and change-points

Chiu, K. C. & Hsieh, S., 2014 Nov 18, IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society, p. 1656-1660 5 p. 6962691. (IEEE International Conference on Industrial Engineering and Engineering Management).

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

Software reliability
Learning effect
Change point
Software process
Managers

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

A multi-objective evolutionary algorithm for eco-efficient DRTS problems

Hu, T. Y. & Lin, W. T., 2014 Jan 1, Proceedings of the 19th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2014 - Transportation and Infrastructure. Leng, Z. & Wang, Y. H. (eds.). Hong Kong Society for Transportation Studies Limited, p. 287-294 8 p. (Proceedings of the 19th International Conference of Hong Kong Society for Transportation Studies, HKSTS 2014 - Transportation and Infrastructure).

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

Evolutionary algorithms
Environmental impact
demand
environmental impact
Costs