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Publication Year

  • 2020
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Author

  • Huan Liu
Article

Academic Team Formulation Based on Liebig's Barrel: Discovery of Anticask Effect

Yu, S., Xia, F. & Liu, H., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 1083-1094 12 p., 8736490.

Research output: Contribution to journalArticle

4 Scopus citations

A survey of signed network mining in social media

Tang, J., Chang, Y., Aggarwal, C. & Liu, H., Sep 2016, In : ACM Computing Surveys. 49, 3, 42.

Research output: Contribution to journalArticle

97 Scopus citations

Challenges of Feature Selection for Big Data Analytics

Li, J. & Liu, H., Mar 1 2017, In : IEEE Intelligent Systems. 32, 2, p. 9-15 7 p., 7887649.

Research output: Contribution to journalArticle

65 Scopus citations

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

5 Scopus citations

Detecting Fake News with Weak Social Supervision

Shu, K., Awadallah, A. H., Dumais, S. & Liu, H., 2020, (Accepted/In press) In : IEEE Intelligent Systems.

Research output: Contribution to journalArticle

Detecting pattern anomalies in hydrological time series withweighted probabilistic suffix trees

Yu, Y., Wan, D., Zhao, Q. & Liu, H., May 1 2020, In : Water (Switzerland). 12, 5, 1464.

Research output: Contribution to journalArticle

Open Access

Directed dynamical influence is more detectable with noise

Jiang, J. J., Huang, Z. G., Huang, L., Liu, H. & Lai, Y-C., Apr 12 2016, In : Scientific reports. 6, 24088.

Research output: Contribution to journalArticle

12 Scopus citations

Discovering, assessing, and mitigating data bias in social media

Morstatter, F. & Liu, H., Jun 1 2017, In : Online Social Networks and Media. 1, p. 1-13 13 p.

Research output: Contribution to journalArticle

9 Scopus citations

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

3 Scopus citations

Exploring characteristics of suspended users and network stability on Twitter

Wei, W., Joseph, K., Liu, H. & Carley, K. M., Dec 1 2016, In : Social Network Analysis and Mining. 6, 1, 51.

Research output: Contribution to journalArticle

12 Scopus citations

Exploring hierarchical structures for recommender systems

Wang, S., Tang, J., Wang, Y. & Liu, H., Jun 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 6, p. 1022-1035 14 p.

Research output: Contribution to journalArticle

16 Scopus citations

Facilitating Time Critical Information Seeking in Social Media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Oct 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2197-2209 13 p., 7919259.

Research output: Contribution to journalArticle

5 Scopus citations

FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media

Shu, K., Mahudeswaran, D., Wang, S., Lee, D. & Liu, H., Jun 1 2020, In : Big Data. 8, 3, p. 171-188 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

FakeNewsTracker: a tool for fake news collection, detection, and visualization

Shu, K., Mahudeswaran, D. & Liu, H., Mar 1 2019, In : Computational and Mathematical Organization Theory. 25, 1, p. 60-71 12 p.

Research output: Contribution to journalArticle

9 Scopus citations

Feature selection for hierarchical classification via joint semantic and structural information of labels

Huang, H. & Liu, H., May 11 2020, In : Knowledge-Based Systems. 195, 105655.

Research output: Contribution to journalArticle

In search of coherence and consensus: Measuring the interpretability of statistical topics

Morstatter, F. & Liu, H., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-32 32 p.

Research output: Contribution to journalArticle

1 Scopus citations

Joint spatial and temporal modeling for hydrological prediction

Zhao, Q., Zhu, Y., Shu, K., Wan, D., Yu, Y., Zhou, X. & Liu, H., 2020, In : IEEE Access. 8, p. 78492-78503 12 p., 9078096.

Research output: Contribution to journalArticle

Open Access

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

Machine learning to predict rapid progression of carotid atherosclerosis in patients with impaired glucose tolerance

Hu, X., Reaven, P. D., Saremi, A., Liu, N., Abbasi, M. A., Liu, H., Migrino, R. Q. & the ACT NOW Study Investigators, ACT. NOW. S. I., Dec 1 2016, In : Eurasip Journal on Bioinformatics and Systems Biology. 2016, 1, 14.

Research output: Contribution to journalArticle

5 Scopus citations

Multi-label informed feature selection

Jian, L., Li, J., Shu, K. & Liu, H., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1627-1633 7 p.

Research output: Contribution to journalArticle

53 Scopus citations

Random-forest-inspired neural networks

Wang, S., Aggarwal, C. & Liu, H., Oct 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 6, a69.

Research output: Contribution to journalArticle

1 Scopus citations

Recent advances in feature selection and its applications

Li, Y., Li, T. & Liu, H., May 5 2017, (Accepted/In press) In : Knowledge and Information Systems. p. 1-27 27 p.

Research output: Contribution to journalArticle

68 Scopus citations

Replacing mechanical turkers? Challenges in the evaluation of models with semantic properties

Morstatter, F. & Liu, H., Oct 1 2016, In : Journal of Data and Information Quality. 7, 4, 15.

Research output: Contribution to journalArticle

1 Scopus citations

SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification

Wu, L., Morstatter, F. & Liu, H., Sep 1 2018, In : Language Resources and Evaluation. 52, 3, p. 839-852 14 p.

Research output: Contribution to journalArticle

7 Scopus citations

Social science-guided feature engineering: A novel approach to signed link analysis

Beigi, G., Tang, J. & Liu, H., Jan 9 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 1, A11.

Research output: Contribution to journalArticle

Open Access

The good, the bad, and the ugly: uncovering novel research opportunities in social media mining

Liu, H., Morstatter, F., Tang, J. & Zafarani, R., Nov 1 2016, In : International Journal of Data Science and Analytics. 1, 3-4, p. 137-143 7 p.

Research output: Contribution to journalArticle

Open Access
13 Scopus citations

Toward Keyword Extraction in Constrained Information Retrieval in Vehicle Social Network

Yang, Z., Yu, H., Tang, J. & Liu, H., May 1 2019, In : IEEE Transactions on Vehicular Technology. 68, 5, p. 4285-4294 10 p., 8672487.

Research output: Contribution to journalArticle

3 Scopus citations

Toward online node classification on streaming networks

Jian, L., Li, J. & Liu, H., Jul 31 2017, (Accepted/In press) In : Data Mining and Knowledge Discovery. p. 1-27 27 p.

Research output: Contribution to journalArticle

14 Scopus citations

Towards privacy preserving social recommendation under personalized privacy settings

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jul 14 2018, (Accepted/In press) In : World Wide Web. p. 1-29 29 p.

Research output: Contribution to journalArticle

Uncovering and Predicting Human Behaviors

Cui, P., Liu, H., Aggarwal, C., Wang, F., Cao, L., Yu, P. S., Beutel, A. & Faloutsos, C., Mar 1 2016, In : IEEE Intelligent Systems. 31, 2, p. 77-88 12 p., 7435176.

Research output: Contribution to journalArticle

8 Scopus citations

Understanding and identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H., Jan 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 2, 17.

Research output: Contribution to journalArticle

1 Scopus citations

Understanding Infrastructure Resiliency in Chennai, India Using Twitter's Geotags and Texts: A Preliminary Study

Chong, O., Naganathan, H., Liu, H., Ariaratnam, S. & Kim, J., Apr 2018, In : Engineering. 4, 2, p. 218-223 6 p.

Research output: Contribution to journalArticle

Users joining multiple sites: Friendship and popularity variations across sites

Zafarani, R. & Liu, H., Mar 1 2016, In : Information Fusion. 28, p. 83-89 7 p.

Research output: Contribution to journalArticle

13 Scopus citations
Chapter

An overview of sentiment analysis in social media and its applications in disaster relief

Beigi, G., Hu, X., Maciejewski, R. & Liu, H., 2016, Studies in Computational Intelligence. Springer Verlag, Vol. 639. p. 313-340 28 p. (Studies in Computational Intelligence; vol. 639).

Research output: Chapter in Book/Report/Conference proceedingChapter

49 Scopus citations

Mining misinformation in social media

Wu, L., Morstatter, F., Hu, X. & Liu, H., Dec 1 2016, Big Data in Complex and Social Networks. CRC Press, p. 125-152 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

19 Scopus citations
Conference contribution

#metoo through the lens of social media

Manikonda, L., Beigi, G., Kambhampati, S. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 104-110 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

7 Scopus citations

#suicidal - A multipronged approach to identify and explore suicidal ideation in twitter

Sinha, P. P., Mahata, D., Mishra, R., Shah, R. R., Sawhney, R. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 941-950 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

5 sources of clickbaits you should know! Using synthetic clickbaits to improve prediction and distinguish between bot-generated and human-written headlines

Le, T., Shu, K., Molina, M. D., Lee, D., Shyam Sundar, S. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 33-40 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

1 Scopus citations

Abductive causal reasoning for internet of things

Raglin, A., Venkateswaran, A. & Liu, H., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1866-1869 4 p. 9060242. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

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

Adaptive implicit friends identification over heterogeneous network for social recommendation

Yu, J., Gao, M., Li, J., Yin, H. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 357-366 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

12 Scopus citations

Adaptive spammer detection with sparse group modeling

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 319-326 8 p.

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

18 Scopus citations

Adaptive unsupervised feature selection on attributed networks

Li, J., Guo, R., Liu, C. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 92-100 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

6 Scopus citations

A new approach to bot detection: Striking the balance between precision and recall

Morstatter, F., Wu, L., Nazer, T. H., Carley, K. M. & Liu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 533-540 8 p. 7752287

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

68 Scopus citations

A novel measure for coherence in statistical topic models

Morstatter, F. & Liu, H., Jan 1 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 543-548 6 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers).

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

Open Access
6 Scopus citations

A novel symbolic aggregate approximation for time series

Yu, Y., Zhu, Y., Wan, D., Liu, H. & Zhao, Q., Jan 1 2019, Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019. Ismail, R., Choo, H. & Lee, S. (eds.). Springer Verlag, p. 805-822 18 p. (Advances in Intelligent Systems and Computing; vol. 935).

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

1 Scopus citations

A practical data repository for causal learning with big data

Cheng, L., Guo, R., Moraffah, R., Candan, K. S., Raglin, A. & Liu, H., 2020, Benchmarking, Measuring, and Optimizing - 2nd BenchCouncil International Symposium, Bench 2019, Revised Selected Papers. Gao, W., Zhan, J., Fox, G., Lu, X. & Stanzione, D. (eds.). Springer, p. 234-248 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12093 LNCS).

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

A study of reddit-user's response to rape

Kamarudin, N. S., Rakesh, V., Beigi, G., Manikouda, L. & Liu, H., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 591-592 2 p. 8508855

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

Attributed network embedding for learning in a dynamic environment

Li, J., Dani, H., Hu, X., Tang, J., Chang, Y. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 387-396 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

77 Scopus citations

Attributed signed network embedding

Wang, S., Aggarwal, C., Tang, J. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 137-146 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

30 Scopus citations

Beyond news contents: The role of social context for fake news detection

Shu, K., Wang, S. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 312-320 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

24 Scopus citations