Research Output 2000 2019

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Conference contribution
2019

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

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

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
2017

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

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

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
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
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
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
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
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
2008

Affective space exploration for impressionism paintings

Li, C. T. & Shan, M. K., 2008 Dec 1, Advances in Multimedia Information Processing - PCM 2008 - 9th Pacific Rim Conference on Multimedia, Proceedings. p. 387-396 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5353 LNCS).

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

Painting
Semantics
Color
Electric fuses
Labels