College of Information Sciences and Technology

  • United States

Research Output

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Conference article
2019

Automatic slide generation for scientific papers

Sefid, A., Wu, J., Mitra, P. & Giles, C. L., Jan 1 2019, In : CEUR Workshop Proceedings. 2526, p. 11-16 6 p.

Research output: Contribution to journalConference article

BBookX: Creating semi-automated textbooks to support student learning and decrease student costs

Pursel, B., Ramsay, C., Dave, N., Liang, C. & Lee Giles, C., Jan 1 2019, In : CEUR Workshop Proceedings. 2384, p. 81-87 7 p.

Research output: Contribution to journalConference article

Designing explanation interfaces for transparency and beyond

Brusilovsky, P. & Tsai, C. H., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

Exploring task-agnostic, ShapeNet-based object recognition for mobile robots

Chiatti, A., Bardaro, G., Bastianelli, E., Tiddi, I., Mitra, P. & Motta, E., Jan 1 2019, In : CEUR Workshop Proceedings. 2322

Research output: Contribution to journalConference article

Exploring user-controlled hybrid recommendation in conference contexts

Tsai, C. H., Rahdari, B. & Brusilovsky, P., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

2018

An Attention-based Recurrent Neural Networks Framework for Health Data Analysis

Suo, Q., Ma, F., Canino, G., Gao, J., Zhang, A., Gnasso, A., Tradigo, G. & Veltri, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2161

Research output: Contribution to journalConference article

Explaining deep learning models - A Bayesian non-parametric approach

Guo, W., Huang, S., Tao, Y., Xing, X. & Lin, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4514-4524 11 p.

Research output: Contribution to journalConference article

How Language Processing can Shape a Common Model of Cognition

Kelly, M. A. & Reitter, D., Jan 1 2018, In : Procedia Computer Science. 145, p. 724-729 6 p.

Research output: Contribution to journalConference article

Open Access

Interactive visualization for topic model curation

Cai, G., Sun, F. & Sha, Y., Jan 1 2018, In : CEUR Workshop Proceedings. 2068

Research output: Contribution to journalConference article

Leveraging similarity joins for signal reconstruction

Asudeh, A., Nazi, A., Augustine, J., Thirumuruganathan, S., Zhang, N., Das, G. & Srivastava, D., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 10, p. 1276-1288 13 p.

Research output: Contribution to journalConference article

1 Scopus citations

Why the Common Model of the mind needs holographic a-priori categories

Arora, N., West, R., Brook, A. & Kelly, M., Jan 1 2018, In : Procedia Computer Science. 145, p. 680-690 11 p.

Research output: Contribution to journalConference article

Open Access
2017

Enhancing recommendation diversity through a dual recommendation interface

Tsai, C. H. & Brusilovsky, P., Jan 1 2017, In : CEUR Workshop Proceedings. 1884, p. 10-15 6 p.

Research output: Contribution to journalConference article

2 Scopus citations

Explanation systems for influence maximization algorithms

Yadav, A., Rahmattalabi, A., Kamar, E., Vayanos, P., Tambe, M. & Noronha, V. L., Jan 1 2017, In : CEUR Workshop Proceedings. 1893, p. 8-19 12 p.

Research output: Contribution to journalConference article

Gender effect on E-commerce sales of experience gifts: Preliminary empirical findings

Salminen, J., Seitz, S., Jansen, B. J. & Salenius, T., Jan 1 2017, In : Proceedings of the International Conference on Electronic Business (ICEB). 2017-December, p. 106-115 10 p.

Research output: Contribution to journalConference article

1 Scopus citations

Inferring social media users' demographics from profile pictures: A Face++ analysis on twitter users

Jung, S. G., An, J., Kwak, H., Salminen, J. & Jansen, B. J., Jan 1 2017, In : Proceedings of the International Conference on Electronic Business (ICEB). 2017-December, p. 140-145 6 p.

Research output: Contribution to journalConference article

2 Scopus citations

Integrative risk identification approach for mass-gathering security

Glantz, E. J. & Ritter, F. E., Jan 1 2017, In : Proceedings of the International ISCRAM Conference. 2017-May, p. 363-373 11 p.

Research output: Contribution to journalConference article

Long-term memory networks for question answering

Ma, F., Chitta, R., Kataria, S., Zhou, J., Ramesh, P., Sun, T. & Gao, J., Jan 1 2017, In : CEUR Workshop Proceedings. 1986, p. 7-14 8 p.

Research output: Contribution to journalConference article

Problems of data science in organizations: An explorative qualitative analysis of business professionals' concerns

Salminen, J., Milencovic, M. & Jansen, B. J., Jan 1 2017, In : Proceedings of the International Conference on Electronic Business (ICEB). 2017-December, p. 192-201 10 p.

Research output: Contribution to journalConference article

2 Scopus citations

Social triangulation: A new method to identify local citizens using social media and their local information curation behaviors

Grace, R., Kropczynski, J., Pezanowski, S., Halse, S., Umar, P. & Tapia, A., Jan 1 2017, In : Proceedings of the International ISCRAM Conference. 2017-May, p. 902-915 14 p.

Research output: Contribution to journalConference article

5 Scopus citations
2016

Content-driven detection of cyberbullying on the instagram social network

Zhong, H., Li, H., Squicciarini, A., Rajtmajer, S., Griffin, C., Miller, D. & Caragea, C., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3952-3958 7 p.

Research output: Contribution to journalConference article

26 Scopus citations

Detecting rumors from microblogs with recurrent neural networks

Ma, J., Gao, W., Mitra, P., Kwon, S., Jansen, B. J., Wong, K. F. & Cha, M., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3818-3824 7 p.

Research output: Contribution to journalConference article

151 Scopus citations

Intelligent teamwork: A history, framework, and lessons learned

McNeese, M. D. & McNeese, N. J., Jan 1 2016, In : Proceedings of the Human Factors and Ergonomics Society. p. 153-157 5 p.

Research output: Contribution to journalConference article

1 Scopus citations

Query reranking as a service

Asudeh, A., Zhang, N. & Das, G., Jan 1 2016, In : Proceedings of the VLDB Endowment. 9, 11, p. 888-899 12 p.

Research output: Contribution to journalConference article

8 Scopus citations

WikiWrite: Generating wikipedia articles automatically

Banerjee, S. & Mitra, P., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2740-2746 7 p.

Research output: Contribution to journalConference article

2 Scopus citations
2015

BICA and Sex Differences: We Need to Understand Potential Sex Differences when Developing Computational Models of Human Behavior

Dancy, C. L. & Ritter, F. E., Jan 1 2015, In : Procedia Computer Science. 71, p. 131-132 2 p.

Research output: Contribution to journalConference article

Lifted representation of relational causal models revisited: Implications for reasoning and structure learning

Lee, S. & Honavar, V., Jan 1 2015, In : CEUR Workshop Proceedings. 1504, p. 56-65 10 p.

Research output: Contribution to journalConference article

2 Scopus citations

PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors

Wang, H., Li, Z. & Lee, W. C., Jan 1 2015, In : Proceedings - IEEE International Conference on Data Mining, ICDM. 2015-January, January, p. 570-579 10 p., 7023374.

Research output: Contribution to journalConference article

45 Scopus citations

Topical influential user analysis with relationship strength estimation in Twitter

Liu, X., Shen, H., Ma, F. & Liang, W., Jan 26 2015, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. 1012-1019 8 p., 7022707.

Research output: Contribution to journalConference article

10 Scopus citations

Walk, not wait: Faster sampling over online social networks

Nazi, A., Zhou, Z., Thirumuruganathan, S., Zhang, N. & Das, G., Jan 1 2015, In : Proceedings of the VLDB Endowment. 8, 6, p. 678-689 12 p.

Research output: Contribution to journalConference article

12 Scopus citations
2014

Achieving accuracy and scalability simultaneously in detecting application clones on Android markets

Chen, K., Liu, P. & Zhang, Y., May 31 2014, In : Proceedings - International Conference on Software Engineering. 1, p. 175-186 12 p.

Research output: Contribution to journalConference article

148 Scopus citations

Analysis of energy consumption for wearable ECG devices

Kim, J. Y. & Chu, C. H., Jan 1 2014, In : Proceedings of IEEE Sensors. 2014-December, December, p. 962-965 4 p., 6985162.

Research output: Contribution to journalConference article

5 Scopus citations

Comparing different moving target defense techniques

Xu, J., Guo, P., Zhao, M., Erbacher, R. F., Zhu, M. & Liu, P., Nov 7 2014, In : Proceedings of the ACM Conference on Computer and Communications Security. 2014-November, November, p. 97-107 11 p.

Research output: Contribution to journalConference article

55 Scopus citations

Mining GPS data for trajectory recommendation

Yin, P., Ye, M., Lee, W. C. & Li, Z., Jan 1 2014, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444 LNAI, PART 2, p. 50-61 12 p.

Research output: Contribution to journalConference article

19 Scopus citations
2 Scopus citations

Program logic based software plagiarism detection

Zhang, F., Wu, D., Liu, P. & Zhu, S., Dec 11 2014, In : Proceedings - International Symposium on Software Reliability Engineering, ISSRE. p. 66-77 12 p., 6982615.

Research output: Contribution to journalConference article

18 Scopus citations

Reinforcement learning algorithms for adaptive cyber defense against heartbleed

Zhu, M., Hu, Z. & Liu, P., Nov 7 2014, In : Proceedings of the ACM Conference on Computer and Communications Security. 2014-November, November, p. 51-58 8 p.

Research output: Contribution to journalConference article

12 Scopus citations

Supervised ranking for plagiarism Source retrieval: Notebook for PAN at CLEF 2013

Williams, K., Chen, H. H. & Giles, C. L., Jan 1 2014, In : CEUR Workshop Proceedings. 1180, p. 1021-1026 6 p.

Research output: Contribution to journalConference article

5 Scopus citations

The semantic pixel

Fonseca, F., Davis, C. & Câmara, G., Jan 1 2014, In : Proceedings of the Brazilian Symposium on GeoInformatics. p. 107-117 11 p.

Research output: Contribution to journalConference article

1 Scopus citations
2013

Automatic detection of pseudocodes in scholarly documents using machine learning

Tuarob, S., Bhatia, S., Mitra, P. & Giles, C. L., Dec 11 2013, In : Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 738-742 5 p., 6628716.

Research output: Contribution to journalConference article

27 Scopus citations

Figure metadata extraction from digital documents

Choudhury, S. R., Mitra, P., Kirk, A., Szep, S., Pellegrino, D., Jones, S. & Giles, C. L., Dec 11 2013, In : Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 135-139 5 p., 6628599.

Research output: Contribution to journalConference article

24 Scopus citations

Mining following relationships in movement data

Li, Z., Wu, F. & Crofoot, M. C., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 458-467 10 p., 6729530.

Research output: Contribution to journalConference article

12 Scopus citations

Plane-based content preserving warps for video stabilization

Zhou, Z., Jin, H. & Ma, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2299-2306 8 p., 6619142.

Research output: Contribution to journalConference article

38 Scopus citations

Single-sample face recognition with image corruption and misalignment via sparse illumination transfer

Zhuang, L., Yang, A. Y., Zhou, Z., Sastry, S. S. & Ma, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3546-3553 8 p., 6619299.

Research output: Contribution to journalConference article

41 Scopus citations
12 Scopus citations

Transportability from multiple environments with limited experiments

Bareinboim, E., Lee, S., Honavar, V. & Pearl, J., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

6 Scopus citations
2012

Iterative graph feature mining for graph indexing

Yuan, D., Mitra, P., Yu, H. & Giles, C. L., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 198-209 12 p., 6228084.

Research output: Contribution to journalConference article

12 Scopus citations

Locality preserving feature learning

Gu, Q., Danilevsky, M., Li, Z. & Han, J., Jan 1 2012, In : Journal of Machine Learning Research. 22, p. 477-485 9 p.

Research output: Contribution to journalConference article

5 Scopus citations
2011

SHIRAZ and CABERNET: Leveraging automation, crowdsourcing, and ontologies to improve the accuracy and throughput of zebrafish histological phenotype annotations

Canada, B., Thomas, G., Schleicher, J., Wang, J. Z. & Cheng, K. C., Dec 1 2011, In : CEUR Workshop Proceedings. 833, p. 288-289 2 p.

Research output: Contribution to journalConference article

Understanding characteristics of available bandwidth in wireless environment

Xing, X., Jiang, Y. & Mishra, S., Jan 1 2011, In : Procedia Computer Science. 5, p. 248-254 7 p.

Research output: Contribution to journalConference article

1 Scopus citations

Using co-views information to learn lecture recommendations

Liu, H., Das, S., Lee, D., Mitra, P. & Lee Giles, C., Jan 1 2011, In : CEUR Workshop Proceedings. 770, p. 71-82 12 p.

Research output: Contribution to journalConference article

1 Scopus citations