College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2018

An Implementation and Evaluation of Progressive Authentication Using Multiple Level Pattern Locks

Aiken, W., Kim, H., Ryoo, J. & Rosson, M. B., Oct 29 2018, 2018 16th Annual Conference on Privacy, Security and Trust, PST 2018. Deng, R. H., Marsh, S., Nurse, J., Lu, R., Sezer, S., Miller, P., Chen, L., McLaughlin, K. & Ghorbani, A. (eds.). Institute of Electrical and Electronics Engineers Inc., 8514215. (2018 16th Annual Conference on Privacy, Security and Trust, PST 2018).

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

Authentication
Evaluation
1 Citation (Scopus)

An investigation into three visual characteristics of complex scenes that evoke human emotion

Lu, X., Adams, Jr., R., Li, J., Newman, M. G. & Wang, J., Jan 29 2018, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 440-447 8 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

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

Emotions
Textures
Color
Crowdsourcing
Dancing
9 Citations (Scopus)

A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning

Yuan, Y., Xun, G., Ma, F., Suo, Q., Xue, H., Jia, K. & Zhang, A., Apr 6 2018, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 206-209 4 p. (2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018; vol. 2018-January).

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

Electroencephalography
Seizures
Learning
Epilepsy
Scalp
2 Citations (Scopus)

A policy-centric approach to protecting OS kernel from vulnerable LKMs

Tian, D., Xiong, X., Hu, C. & Liu, P., Jun 1 2018, In : Software - Practice and Experience. 48, 6, p. 1269-1284 16 p.

Research output: Contribution to journalArticle

Open Access
Static analysis
Computer hardware
Hardware
Data storage equipment
Costs

A safety net: How older adults build and maintain interpersonal relationships

Wang, X., Knearem, T., Gui, F., Gupta, S., Zhu, H., Williams, M. & Carroll, J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, LBW015. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Lenses
Aging of materials
3 Citations (Scopus)

Assessing attack impact on business processes by interconnecting attack graphs and entity dependency graphs

Cao, C., Yuan, L. P., Singhal, A., Liu, P., Sun, X. & Zhu, S., Jan 1 2018, Data and Applications Security and Privacy XXXII - 32nd Annual IFIP WG 11.3 Conference, DBSec 2018, Proceedings. Paraboschi, S. & Kerschbaum, F. (eds.). Springer Verlag, p. 330-348 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10980 LNCS).

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

Dependency Graph
Business Process
Attack
Vulnerability
Graph in graph theory
3 Citations (Scopus)

Assessing the accuracy of four popular face recognition tools for inferring gender, age, and race

Jung, S. G., An, J., Kwak, H., Salminen, J. & Jansen, B. J., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 624-627 4 p.

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

Face recognition
Social sciences
Triangulation
Application programming interfaces (API)
4 Citations (Scopus)

A user similarity-based Top-N recommendation approach for mobile in-application advertising

Hu, J., Liang, J., Kuang, Y. & Honavar, V. G., Nov 30 2018, In : Expert Systems With Applications. 111, p. 51-60 10 p.

Research output: Contribution to journalArticle

Recommender systems
Scalability
Marketing
Feedback
Experiments
4 Citations (Scopus)

Automated Synthesis of Access Control Lists

Liu, X., Holden, B. & Wu, D., Jun 21 2018, Proceedings - 2017 International Conference on Software Security and Assurance, ICSSA 2017. Institute of Electrical and Electronics Engineers Inc., p. 104-109 6 p. (Proceedings - 2017 International Conference on Software Security and Assurance, ICSSA 2017).

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

Access control
Encapsulation
Artificial intelligence
1 Citation (Scopus)

Automatically conceptualizing social media analytics data via personas

Jung, S. G., Salminen, J., An, J., Kwak, H. & Jansen, B. J., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 715-716 2 p.

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

Industry
2 Citations (Scopus)

Automatic Persona Generation (APG): A rationale and demonstration

Jung, S. G., Salminen, J., Kwak, H., An, J. & Jansen, B. J., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, Vol. 2018-March. p. 321-324 4 p.

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

Demonstrations
Industry
Processing
1 Citation (Scopus)

A Web Service for Author Name Disambiguation in Scholarly Databases

Kim, K., Sefid, A., Weinberg, B. A. & Giles, C. L., Sep 5 2018, Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 265-273 9 p. 8456358. (Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services).

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

Web services
Search engines
Application programming interfaces (API)
Data base
Query

Bad weather coming: Linking social media and weather sensor data

Halse, S., Montarnal, A., Tapia, A. H. & Bénaben, F., Jan 1 2018, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018. Tomaszewski, B. & Boersma, K. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 507-515 9 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

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

Tornadoes
Sensors
Application programming interfaces (API)
Social media
Weather
4 Citations (Scopus)
guard cells
strength (mechanics)
cell walls
synthesis
polysaccharides
13 Citations (Scopus)

Beyond the ranked list: User-driven exploration and diversification of social recommendation

Tsai, C-H. & Brusilovsky, P., Mar 5 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 239-250 12 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

Recommender systems
5 Citations (Scopus)
Shale
Water quality
Groundwater
Methane
shale
1 Citation (Scopus)

Bridging the gap between theory and practice in influence maximization: Raising awareness about HIV among homeless youth

Yadav, A., Wilder, B., Rice, E., Petering, R., Craddock, J., Yoshioka-Maxwell, A., Hemler, M., Onasch-Vera, L., Tambe, M. & Woo, D., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5399-5403 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

1 Citation (Scopus)

Capturing community in mobility: Mobile methods for community informatics

Chen, J., Hanrahan, B. V., Yuan, C. W. T. & Carroll, J., May 1 2018, In : Mobile Media and Communication. 6, 2, p. 163-178 16 p.

Research output: Contribution to journalArticle

community
Communication
Scaffolds
interaction
Sustainable development

CCA based multi-view feature selection for multiomics data integration

Elmanzalawi, Y., Jul 5 2018, 2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. 8404968. (2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2018).

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

Data integration
Feature extraction
Kidney
Protein Array Analysis
Precision Medicine

Chairs' welcome

Lee, D., Sastry, N., Weber, I., Acharya, S. & Nguyen, N., Jul 3 2018, In : HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. p. iii-iv

Research output: Contribution to journalEditorial

Coherence in the Visual Imagination

Vertolli, M. O., Kelly, M. & Davies, J., Apr 1 2018, In : Cognitive Science. 42, 3, p. 885-917 33 p.

Research output: Contribution to journalArticle

Imagination
Systems Theory
Visualization
Hippocampus
Research

Combating behavioral deviance via user behavior control

Qiu, C., Squicciarini, A., Griffin, C. & Umar, P., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 202-210 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

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

5 Citations (Scopus)

Combating crowdsourced review manipulators: A neighborhood-based approach

Kaghazgaran, P., Caverlee, J. & Squicciarini, A., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 306-314 9 p.

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

Manipulators
Seed

Combining behaviors and demographics to segment online audiences: Experiments with a youtube channel

Jansen, B. J., Jung, S. G., Salminen, J., An, J. & Kwak, H., Jan 1 2018, Internet Science - 5th International Conference, INSCI 2018, Proceedings. Bodrunova, S. S. (ed.). Springer Verlag, p. 141-153 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11193 LNCS).

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

Strategic planning
Factorization
Decision making
Chemical analysis
Experiment
1 Citation (Scopus)

ComClus: A self-grouping framework for multi-network clustering

Ni, J., Cheng, W., Fan, W. & Zhang, X., Jan 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 3, p. 435-448 14 p.

Research output: Contribution to journalArticle

Factorization
Clustering algorithms
Scalability
2 Citations (Scopus)
coproduction
old age
Aging of materials
Health
community
1 Citation (Scopus)

Community coordination: Aligning social media use in community emergency management

Grace, R., Kropczynski, J. & Tapia, A. H., Jan 1 2018, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018. Tomaszewski, B. & Boersma, K. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 609-620 12 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

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

Managers
Monitoring
Media use
Incidents
Emergency management
2 Citations (Scopus)

Complex mediation in the formation of political opinions

Kou, Y. & Nardi, B., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Internet
1 Citation (Scopus)

Component analysis and evidentiary basis of coping skills content on Pinterest

Breeden, N. C., Hall, C. M. & Giacobe, N. A., Jan 1 2018, (Accepted/In press) In : Psychology in the Schools.

Research output: Contribution to journalArticle

Psychological Adaptation
follower
coping
school psychologist
Psychology

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Hsieh, T. Y., Elmanzalawi, Y., Sun, Y. & Honavar, V. G., Jan 1 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Yin, H., Novais, P., Camacho, D. & Tallón-Ballesteros, A. J. (eds.). Springer Verlag, p. 740-752 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11314 LNCS).

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

Learning systems
Machine Learning
Gradient methods
Gradient
Gradient Descent

Confidence levels for empirical research using twitter data: Extended abstract

Xu, H. & Zhang, N., Apr 5 2018, Proceedings of the Technology, Mind, and Society Conference, TechMindSociety 2018. Association for Computing Machinery, a44. (ACM International Conference Proceeding Series).

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

Data handling
Sensors
Experiments

Context-aware location annotation on mobility records through user grouping

Zhang, Y., Wei, H., Lin, X., Wu, F., Li, Z., Chen, K., Wang, Y. & Xu, J., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 583-596 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

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

Context-aware
Grouping
Annotation
Sparsity
Semantics

Conversational agents to provide couple therapy for patients with PTSD

Motalebi, N. & Abdullah, S., May 21 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 347-351 5 p. (ACM International Conference Proceeding Series).

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

10 Citations (Scopus)

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 522-530 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

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

CrowdEval: A cost-efficient strategy to evaluate crowdsourced worker's reliability

Qiu, C., Squicciarini, A., Khare, D. R., Carminati, B. & Caverlee, J., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1486-1494 9 p.

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

Costs
Experiments

CryptMe: Data leakage prevention for unmodified programs on ARM devices

Cao, C., Guan, L., Zhang, N., Gao, N., Lin, J., Luo, B., Liu, P., Xiang, J. & Lou, W., Jan 1 2018, Research in Attacks, Intrusions, and Defenses - 21st International Symposium, RAID 2018, Proceedings. Bailey, M., Ioannidis, S., Stamatogiannakis, M. & Holz, T. (eds.). Springer Verlag, p. 380-400 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11050 LNCS).

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

Leakage
Attack
Data storage equipment
Dynamic random access storage
Operating Systems
7 Citations (Scopus)

Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data

An, J., Kwak, H., Jung, S. G., Salminen, J. & Jansen, B. J., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 54.

Research output: Contribution to journalArticle

Factorization
customer
segmentation
social media
present
4 Citations (Scopus)

Cybersecurity for digital manufacturing

Wu, D., Ren, A., Zhang, W., Fan, F., Liu, P., Fu, X. & Terpenny, J., Jul 2018, In : Journal of Manufacturing Systems. 48, p. 3-12 10 p.

Research output: Contribution to journalArticle

Cloud computing
Ethernet
Artificial intelligence
Wireless networks
Robots
7 Citations (Scopus)

Data Integrity Attacks Against Dynamic Route Guidance in Transportation-Based Cyber-Physical Systems: Modeling, Analysis, and Defense

Lin, J., Yu, W., Zhang, N., Yang, X. & Ge, L., Sep 1 2018, In : IEEE Transactions on Vehicular Technology. 67, 9, p. 8738-8753 16 p., 8375813.

Research output: Contribution to journalArticle

Data Integrity
Physical Modeling
Traffic congestion
System Modeling
Guidance
1 Citation (Scopus)

DBLOC: Density based clustering over location based services

Gunasekaran, Y. D., Rahman, M. F., Hasani, S., Zhang, N. & Das, G., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1697-1700 4 p.

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

Location based services
Personnel rating
2 Citations (Scopus)

Deep Headline Generation for Clickbait Detection

Shu, K., Wang, S., Le, T., Lee, D. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 467-476 10 p. 8594871. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Supervised learning
Ecosystems
Labeling
Semantics
Costs
34 Citations (Scopus)

Deep multi-view spatial-temporal network for taxi demand prediction

Yao, H., Wu, F., Ke, J., Tang, X., Jia, Y., Lu, S., Gong, P., Li, Z., Ye, J. & Chuxing, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2588-2595 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Traffic congestion
Image classification
Time series
Semantics
Experiments
7 Citations (Scopus)

Deep patient similarity learning for personalized healthcare

Suo, Q., Ma, F., Yuan, Y., Huai, M., Zhong, W., Gao, J. & Zhang, A., Jul 1 2018, In : IEEE Transactions on Nanobioscience. 17, 3, p. 219-227 9 p., 8360146.

Research output: Contribution to journalArticle

Health
Learning
Delivery of Health Care
Neural networks
Entropy

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Learning algorithms
Defects
Deep neural networks
Malware
14 Citations (Scopus)

Defining through expansion: Conducting asynchronous remote communities (ARC) Research with stigmatized groups

Maestre, J. F., MacLeod, H., Connelly, C. L., Dunbar, J. C., Beck, J., Siek, K. A. & Shih, P. C., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Human computer interaction
2 Citations (Scopus)

Detecting outliers in data with correlated measures

Kuo, Y. H., Li, Z. & Kifer, D., 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. 287-296 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Outliers
Outlier detection
Sensor
Robustness
Robust regression

Detecting Suspicious File Migration or Replication in the Cloud

Bowers, A., Liao, C., Steiert, D., Lin, D., Squicciarini, A. & Hurson, A. R., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Dependable and Secure Computing.

Research output: Contribution to journalArticle

Data transfer
Monitoring
Communication
9 Citations (Scopus)
Acid Rain
Barium Sulfate
Acid rain
acid rain
barium

Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability

Kim, H., Lu, X., Costa, M., Kandemir, B., Adams, Jr., R., Li, J., Wang, J. & Newman, M. G., Mar 1 2018, In : Psychiatry Research. 261, p. 414-420 7 p.

Research output: Contribution to journalArticle

Emotions
Research Personnel
2 Citations (Scopus)

Differentially Private Distributed Online Learning

Li, C., Zhou, P., Xiong, L., Wang, Q. & Wang, T., Aug 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 8, p. 1440-1453 14 p.

Research output: Contribution to journalArticle

Learning algorithms
Data privacy
Distributed computer systems
Computational complexity
Data acquisition