College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2017

Reports on the 2016 AAAI fall symposium series

Alves-Oliveira, P., Freedman, R. G., Grollman, D., Herlant, L., Humphrey, L., Liu, F., Mead, R., Stein, F., Williams, T. & Wilson, S., Jun 1 2017, In : AI Magazine. 38, 2, p. 86-90 5 p.

Research output: Contribution to journalArticle

Open Access
Human robot interaction
Artificial intelligence
1 Citation (Scopus)

Reports on the 2017 AAAI spring symposium series

Bohg, J., Boix, X., Chang, N., Chu, V., Churchill, E. F., Fang, F., Feldman, J., González, A. J., Kido, T., Lawless, W. F., Montaña, J. L., Ontañón, S., Sinapov, J., Sofge, D., Steels, L., Steenson, M. W., Takadama, K. & Yadav, A., Dec 1 2017, In : AI Magazine. 38, 4, p. 99-106 8 p.

Research output: Contribution to journalArticle

Artificial intelligence
Learning systems
Computer science
10 Citations (Scopus)

Resolving the privacy paradox: Toward a cognitive appraisal and emotion approach to online privacy behaviors

Li, H., Luo, X., Zhang, J. & Xu, H., Dec 1 2017, In : Information and Management. 54, 8, p. 1012-1022 11 p.

Research output: Contribution to journalArticle

Websites
Online privacy
Paradox
Web sites
Privacy
3 Citations (Scopus)

Reviewing the big questions literature; or, should HCI have big questions?

Beck, J. & Stolterman, E., Jun 10 2017, DIS 2017 - Proceedings of the 2017 ACM Conference on Designing Interactive Systems. Association for Computing Machinery, Inc, p. 969-981 13 p. (DIS 2017 - Proceedings of the 2017 ACM Conference on Designing Interactive Systems).

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

Human computer interaction
18 Citations (Scopus)

Robust classification of crisis-related data on social networks using convolutional neural networks

Nguyen, D. T., Al Mannai, K. A., Joty, S., Sajjad, H., Imran, M. & Mitra, P., Jan 1 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI press, p. 632-635 4 p. (Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017).

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

Disasters
Neural networks
Supervised learning
Learning systems
Big data

Scholarly digital libraries as a platform for malware distribution

Nissim, N., Cohen, A., Wu, J., Lanzi, A., Rokach, L., Elovici, Y. & Giles, L., Jan 1 2017, A Systems Approach to Cyber Security - Proceedings of the 2nd Singapore Cyber-Security R and D Conference, SG-CRC 2017. Liu, Y. & Roychoudhury, A. (eds.). IOS Press, p. 107-128 22 p. (Cryptology and Information Security Series; vol. 15).

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

Digital libraries
Computer forensics
Learning systems
Malware
2 Citations (Scopus)

Self-discrepancy conditional independence test

Lee, S. & Honavar, V. G., Jan 1 2017.

Research output: Contribution to conferencePaper

Random variables
Hilbert spaces
Distribution functions
Learning systems
Statistics

Self-grouping multi-network clustering

Ni, J., Cheng, W., Fan, W. & Zhang, X., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1119-1124 6 p. 7837959. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

6 Citations (Scopus)

Semantics-aware machine learning for function recognition in binary code

Wang, S., Wang, P. & Wu, D., Nov 2 2017, Proceedings - 2017 IEEE International Conference on Software Maintenance and Evolution, ICSME 2017. Institute of Electrical and Electronics Engineers Inc., p. 388-398 11 p. 8094438

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

Binary codes
Learning systems
Semantics
Distribution functions
2 Citations (Scopus)

Semantic understanding of spatial trajectories

Li, Z., Jan 1 2017, Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Proceedings. Ku, W-S., Voisard, A., Chen, H., Lu, C-T., Ravada, S., Renz, M., Huang, Y., Gertz, M., Tang, L., Zhang, C., Hoel, E. & Zhou, X. (eds.). Springer Verlag, p. 398-401 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10411 LNCS).

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

Semantics
Trajectories
Trajectory
Moving Objects
Location based services
20 Citations (Scopus)

Semi-Automated Tracking: A Balanced Approach for Self-Monitoring Applications

Choe, E. K., Abdullah, S., Rabbi, M., Thomaz, E., Epstein, D. A., Cordeiro, F., Kay, M., Abowd, G. D., Choudhury, T., Fogarty, J., Lee, B., Matthews, M. & Kientz, J. A., Jan 1 2017, In : IEEE Pervasive Computing. 16, 1, p. 74-84 11 p., 7807194.

Research output: Contribution to journalArticle

Monitoring
Data acquisition
Sleep
1 Citation (Scopus)

Sequence-based prediction of RNA-binding residues in proteins

Walia, R. R., El-Manzalawy, Y., Honavar, V. G. & Dobbs, D., Jan 1 2017, Methods in Molecular Biology. Humana Press Inc., p. 205-235 31 p. (Methods in Molecular Biology; vol. 1484).

Research output: Chapter in Book/Report/Conference proceedingChapter

RNA
Proteins
RNA-Binding Proteins
Binding Sites
Protein Binding
3 Citations (Scopus)

Severe Thunderstorm Detection by Visual Learning Using Satellite Images

Zhang, Y., Wistar, S., Li, J., Steinberg, M. A. & Wang, J., Feb 1 2017, In : IEEE Transactions on Geoscience and Remote Sensing. 55, 2, p. 1039-1052 14 p., 7733124.

Research output: Contribution to journalArticle

Thunderstorms
thunderstorm
learning
Satellites
Weather forecasting
43 Citations (Scopus)

Signed network embedding in social media

Wang, S., Tang, J., Aggarwal, C., Chang, Y. & Liu, H., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 327-335 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Electric network analysis
Deep learning
2 Citations (Scopus)

Simulating team cognition in complex systems: Practical considerations for researchers

McNeese, M., McNeese, N. J., Endsley, T., Reep, J. & Forster, P., Jan 1 2017, Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE International Conference on Neuroergonomics and Cognitive Engineering, 2016. Hale, K. S. & Stanney, K. M. (eds.). Springer Verlag, p. 255-267 13 p. (Advances in Intelligent Systems and Computing; vol. 488).

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

Large scale systems
3 Citations (Scopus)

Sleep/wake state prediction and sleep parameter estimation using unsupervised classification via clustering

Elmanzalawi, Y., Buxton, O. M. & Honavar, V. G., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 718-723 6 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

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

Actigraphy
Parameter estimation
Cluster Analysis
Sleep
Learning systems
4 Citations (Scopus)

Smart Library: Identifying Books on Library Shelves Using Supervised Deep Learning for Scene Text Reading

Yang, X., He, D., Huang, W., Ororbia, A., Zhou, Z., Kifer, D. & Giles, C. L., Jul 25 2017, 2017 ACM/IEEE Joint Conference on Digital Libraries, JCDL 2017. Institute of Electrical and Electronics Engineers Inc., 7991581. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

Lighting
Personnel
Deep learning
3 Citations (Scopus)

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. H., Jan 1 2017, In : Proceedings of the International ISCRAM Conference. 2017-May, p. 902-915 14 p.

Research output: Contribution to journalConference article

Triangulation
Planning
Communication
Social media
Local information

Some commericial concerns of Amazon's community forums: The case of the Kindle

Whitman, A. & Jansen, B. J., Jun 9 2017, 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications, AICCSA 2016 - Proceedings. IEEE Computer Society, 7945821

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

Industry
4 Citations (Scopus)

Special digital monies: The design of alipay and WeChat wallet for mobile payment practices in China

Kow, Y. M., Gui, X. & Cheng, W., Jan 1 2017, Human-Computer Interaction - INTERACT 2017 - 16th IFIP TC 13 International Conference, Proceedings. Bernhaupt, R., Winckler, M., O'Neill, J., Dalvi, G., Joshi, A. & Balkrishan, D. K. (eds.). Springer Verlag, p. 136-155 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10516 LNCS).

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

China
Application programs
Human computer interaction
Coding Theory
Expand
2 Citations (Scopus)

Spectral analysis of information density in dialogue predicts collaborative task performance

Xu, Y. & Reitter, D., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 623-633 11 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

Power spectrum
Spectrum analysis
dialogue
performance
Entropy
Decision trees
Speech recognition
Constrained optimization
Human computer interaction
Support vector machines
1 Citation (Scopus)

Stateless puzzles for real time online fraud preemption

Rahman, M., Carbunar, B., Recabarren, R. & Lee, D., Jun 25 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 23-32 10 p. (WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference).

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

Online systems
Application programs
Profitability
Hardware
6 Citations (Scopus)

Structural event detection from log messages

Wu, F., Anchuri, P. & Li, Z., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1175-1184 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

Web services
Directed graphs
Servers
Experiments
6 Citations (Scopus)

Studying analysts’ data triage operations in cyber defense situational analysis

Zhong, C., Yen, J., Liu, P., Erbacher, R. F., Garneau, C. & Chen, B., Jan 1 2017, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 128-169 42 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10030).

Research output: Chapter in Book/Report/Conference proceedingChapter

Intrusion detection
Monitoring
Network Monitoring
Trace
Intrusion Detection
7 Citations (Scopus)
Studios
interpretation
community
artifact
Refining
3 Citations (Scopus)

Supporting transparent snapshot for bare-metal malware analysis on mobile devices

Guan, L., Jia, S., Chen, B., Zhang, F., Luo, B., Lin, J., Liu, P., Xing, X. & Xia, L., Dec 4 2017, Proceedings - 33rd Annual Computer Security Applications Conference, ACSAC 2017. Association for Computing Machinery, p. 339-349 11 p. (ACM International Conference Proceeding Series; vol. Part F132521).

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

Bolts
Mobile devices
Restoration
Metals
Metal analysis
4 Citations (Scopus)

System service call-oriented symbolic execution of Android Framework with applications to vulnerability discovery and exploit generation

Luo, L., Zeng, Q., Cao, C., Chen, K., Liu, J., Liu, L., Gao, N., Yang, M., Xing, X. & Liu, P., Jun 16 2017, MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 225-238 14 p. (MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services).

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

Middleware
4 Citations (Scopus)

Template-based protein-protein docking exploiting pairwise interfacial residue restraints

Xue, L. C., Rodrigues, J. P. G. L. M., Dobbs, D., Honavar, V. & Bonvin, A. M. J. J., May 1 2017, In : Briefings in bioinformatics. 18, 3, p. 458-466 9 p.

Research output: Contribution to journalArticle

Carbon
Proteins
Benchmarking
6 Citations (Scopus)

Text extraction from smartphone screenshots to archive in situ Media Behavior

Chiatti, A., Yang, X., Brinberg, M., Cho, M. J., Gagneja, A., Ram, N., Reeves, B. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 40. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

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

Digital devices
Optical character recognition
Smartphones
Image processing
Trajectories
3 Citations (Scopus)

The appropriation of GitHub for curation

Wu, Y., Wang, N., Kropczynski, J. & Carroll, J., Jan 1 2017, In : PeerJ Computer Science. 2017, 10, e134.

Research output: Contribution to journalArticle

Software engineering
Control systems

The future of the integrated living laboratory framework innovating systems for people’s use

McNeese, M. D. & Forster, P. K., Jan 1 2017, Cognitive Systems Engineering: An Integrative Living Laboratory Framework. CRC Press, p. 363-369 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cognitive systems
2 Citations (Scopus)

The memory tesseract: Mathematical equivalence between composite and separate storage memory models

Kelly, M., Mewhort, D. J. K. & West, R. L., Apr 1 2017, In : Journal of Mathematical Psychology. 77, p. 142-155 14 p.

Research output: Contribution to journalArticle

Tesseract
Memory Model
Composite
Equivalence
Data storage equipment
2 Citations (Scopus)

The method of negative instruction: Herbert S. Langfeld's and Ludwig R. Geissler's 1910-1913 insightful studies

Proctor, R. W. & Xiong, A., Jan 1 2017, In : American Journal of Psychology. 130, 1, p. 11-21 11 p.

Research output: Contribution to journalArticle

Research
Deception
Research Personnel
Psychology
Negative Instruction
3 Citations (Scopus)

The rise and fall of moral labor in an online game community

Kou, Y. & Gui, X., Feb 25 2017, CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, Inc, p. 223-226 4 p. (CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing).

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

Personnel
post-Cold War
NATO
future prospect
cold war
peace
10 Citations (Scopus)

Third Eye: A Shopping Assistant for the Visually Impaired

Zientara, P. A., Lee, S., Smith, G. H., Brenner, R., Itti, L., Rosson, M. B., Carroll, J., Irick, K. M. & Narayanan, V., Feb 1 2017, Computer, 50, 2, p. 16-24 9 p.

Research output: Contribution to specialist publicationArticle

Particle accelerators
Cameras
Hardware
14 Citations (Scopus)

Topic discovery for short texts using word embeddings

Xun, G., Gopalakrishnan, V., Ma, F., Gao, J. & Zhang, A., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Bonchi, F., Wu, X., Baeza-Yates, R., Domingo-Ferrer, J. & Zhou, Z-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1299-1304 6 p. 7837989. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Vector spaces
Semantics

Toward a conceptual model of common ground in teamwork

Carroll, J., Convertino, G., Rosson, M. B. & Ganoe, C. H., Jan 1 2017, Macrocognition in Teams: Theories and Methodologies. CRC Press, p. 87-105 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Communication
Electric grounding
Communications Media
Research Personnel
Gestures
4 Citations (Scopus)

Toward automated online photo privacy

Squicciarini, A., Caragea, C. & Balakavi, R., Mar 1 2017, In : ACM Transactions on the Web. 11, 1, 2.

Research output: Contribution to journalArticle

Blogs
Image classification
Image processing
Internet

Toward group-based user-attribute policies in azure-like access control systems

Ferrara, A. L., Squicciarini, A., Liao, C. & Nguyen, T. L., Jan 1 2017, Data and Applications Security and Privacy XXXI - 31st Annual IFIP WG 11.3 Conference, DBSec 2017, Proceedings. Zhu, S. & Livraga, G. (eds.). Springer Verlag, p. 349-361 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10359 LNCS).

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

Access Control
Access control
Attribute
Control System
Availability
4 Citations (Scopus)

Towards actionable mission impact assessment in the context of cloud computing

Sun, X., Singhal, A. & Liu, P., Jan 1 2017, Data and Applications Security and Privacy XXXI - 31st Annual IFIP WG 11.3 Conference, DBSec 2017, Proceedings. Zhu, S. & Livraga, G. (eds.). Springer Verlag, p. 259-274 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10359 LNCS).

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

Resilience
Cloud computing
Cloud Computing
Attack
Dependency Graph
4 Citations (Scopus)

Towards a principled approach to humanitarian information and communication technology

Cardia, I. V., Holzer, A., Xu, Y., Maitland, C. & Gillet, D., Nov 16 2017, Proceedings of the 9th International Conference on Information and Communication Technologies and Development, ICTD 2017. Association for Computing Machinery, 3136588. (ACM International Conference Proceeding Series; vol. Part F132087).

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

Communication
Mobile phones
Explosions
Internet
1 Citation (Scopus)

Towards a science for adaptive defense: Revisit server protection

Hu, Z., Chen, P., Lu, Y., Zhu, M. & Liu, P., Jan 6 2017, Proceedings - 2016 IEEE 2nd International Conference on Collaboration and Internet Computing, IEEE CIC 2016. Institute of Electrical and Electronics Engineers Inc., p. 112-121 10 p. 7809698. (Proceedings - 2016 IEEE 2nd International Conference on Collaboration and Internet Computing, IEEE CIC 2016).

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

Cost effectiveness
manipulation
Data structures
Servers
costs
13 Citations (Scopus)

Towards Privacy-Preserving Storage and Retrieval in Multiple Clouds

Li, J., Lin, D., Squicciarini, A., Li, J. & Jia, C., Jul 1 2017, In : IEEE Transactions on Cloud Computing. 5, 3, p. 499-509 11 p., 7286786.

Research output: Contribution to journalArticle

Cloud computing
Cryptography
Data storage equipment
10 Citations (Scopus)

Towards probabilistic identification of zero-day attack paths

Sun, X., Dai, J., Liu, P., Singhal, A. & Yen, J., Feb 21 2017, 2016 IEEE Conference on Communications and Network Security, CNS 2016. Institute of Electrical and Electronics Engineers Inc., p. 64-72 9 p. 7860471. (2016 IEEE Conference on Communications and Network Security, CNS 2016).

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

Bayesian networks
Network security
Industry
Experiments
22 Citations (Scopus)

TrustShadow: Secure execution of unmodified applications with ARM TrustZone

Guan, L., Liu, P., Xing, X., Ge, X., Zhang, S., Yu, M. & Jaeger, T. R., Jun 16 2017, MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services. Association for Computing Machinery, Inc, p. 488-501 14 p. (MobiSys 2017 - Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services).

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

Internet
Communication
Processing
Internet of things

Tweetsight: Enhancing financial analysts' social media use

Varanasi, R. A., Hanrahan, B. V., Wahid, S. & Carroll, J., Jul 28 2017, 8th International Conference on Social Media and Society: Social Media for Good or Evil, #SMSociety 2017. Association for Computing Machinery, 3097308. (ACM International Conference Proceeding Series; vol. Part F129683).

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

Gages
Economics
Industry
17 Citations (Scopus)

Uncharted but not uninfluenced: Influence maximization with an uncertain network

Wilder, B., Yadav, A., Immorlica, N., Rice, E. & Tambe, M., Jan 1 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. Durfee, E., Winikoff, M., Larson, K. & Das, S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1305-1313 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

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

Experiments
1 Citation (Scopus)

Understanding new parents' navigation practices in healthcare

Gui, X., Feb 25 2017, CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, Inc, p. 73-76 4 p. (CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing).

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

Navigation
Insurance
Human computer interaction
Health