College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2018
1 Citation (Scopus)

One Step toward Developing Knowledge from Numbers in Regional Analysis of Water Quality

Niu, X., Wen, T., Li, Z. & Brantley, S. L., Mar 20 2018, In : Environmental Science and Technology. 52, 6, p. 3342-3343 2 p.

Research output: Contribution to journalComment/debate

water quality
analysis
3 Citations (Scopus)

Online Hate Interpretation Varies by Country, but More by Individual: A Statistical Analysis Using Crowdsourced Ratings

Salminen, J., Veronesi, F., Almerekhi, H., Jung, S. G. & Jansen, B. J., Nov 30 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 88-94 7 p. 8554954. (2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018).

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

hate
statistical analysis
Statistical methods
rating
interpretation
3 Citations (Scopus)

Online truth discovery on time series data

Yao, L., Su, L., Li, Q., Li, Y., Ma, F., Gao, J. & Zhang, A., Jan 1 2018, p. 162-170. 9 p.

Research output: Contribution to conferencePaper

Time series

On Multi-query Local Community Detection

Bian, Y., Yan, Y., Cheng, W., Wang, W., Luo, D. & Zhang, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 9-18 10 p. 8594825. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Data storage equipment

Ordinary innovations of older adults: An interview study to understand interest development in aging

Wang, X., Knearem, T. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 253-256 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

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

Sustainable development
Innovation
Aging of materials
Health

Partner-specific prediction of RNA-binding residues in proteins: A critical assessment

Jung, Y., EL-Manzalawy, Y., Dobbs, D. & Honavar, V. G., Jan 1 2018, (Accepted/In press) In : Proteins: Structure, Function and Bioinformatics.

Research output: Contribution to journalArticle

Staphylococcal Protein A
RNA
Proteins
RNA-Binding Proteins
Computational methods

PATENet: Pairwise Alignment of Time Evolving Networks

Gur, S. & Honavar, V. G., Jan 1 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Springer Verlag, p. 85-98 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

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

Pairwise
Brain
Alignment
Aging of materials
Topology

Performance trends during sleep deprivation on a tilt-based control task

Bolkhovsky, J. B., Ritter, F. E., Chon, K. H. & Qin, M., Jul 1 2018, In : Aerospace Medicine and Human Performance. 89, 7, p. 626-633 8 p.

Research output: Contribution to journalArticle

Sleep Deprivation
Task Performance and Analysis
Wakefulness
Sleep
Equipment and Supplies
7 Citations (Scopus)

Personalized privacy-preserving social recommendation

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3796-3803 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Data privacy
Recommender systems
3 Citations (Scopus)

Personalized stress monitoring: a smartphone-enabled system for quantification of salivary cortisol

Rey, E., Jain, A., Abdullah, S., Choudhury, T. & Erickson, D., Aug 1 2018, In : Personal and Ubiquitous Computing. 22, 4, p. 867-877 11 p.

Research output: Contribution to journalArticle

Cortisol
Smartphones
Monitoring
Quantification
Assays
4 Citations (Scopus)

Persona perception scale: Developing and validating an instrument for human-like representations of data

Salminen, J., Kwak, H., Santos, J. M., Jung, S. G., An, J. & Jansen, B. 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, LBW075. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Human computer interaction
Software engineering
Systems analysis
2 Citations (Scopus)

PhamilyHealth: A photo sharing system for intergenerational family collaboration on health

Binda, J., Georgieva, E., Yang, Y., Gui, F., Beck, J. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 337-340 4 p.

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

Health
3 Citations (Scopus)

Piloting the use of artificial intelligence to enhance HIV prevention interventions for youth experiencing homelessness

Rice, E., Yoshioka-Maxwell, A., Petering, R., Onasch-Vera, L., Craddock, J., Tambe, M., Yadav, A., Wilder, B., Woo, D., Winetrobe, H. & Wilson, N., Dec 1 2018, In : Journal of the Society for Social Work and Research. 9, 4, p. 551-573 23 p.

Research output: Contribution to journalArticle

artificial intelligence
homelessness
sex behavior
popularity
Group
1 Citation (Scopus)

Playing with streakiness in online games: How players perceive and react to winning and losing streaks in league of legends

Kou, Y., Li, Y., Gui, X. & Suzuki-Gill, E., 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

Please be an influencer? Contingency-aware influence maximization

Yadav, A., Onasch-Vera, L., Noothigattu, R., Marcolino, L. S., Rice, E. & Tambe, M., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1423-1431 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2).

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

Seed
Public health
Factorization
10 Citations (Scopus)

Point-of-interest recommendation: Exploiting self-attentive autoencoders with neighbor-aware influence

Ma, C., Wang, Q., Zhang, Y. & Liu, X., 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. 697-706 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Evaluation
Modeling
Radial basis function
Kernel
Interaction

Preface

Liu, P., Mauw, S. & Stølen, K., Jan 1 2018, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 10744 LNCS, p. iv-v

Research output: Contribution to journalEditorial

1 Citation (Scopus)

Privacy-aware tag recommendation for image sharing

Tonge, A., Caragea, C. & Squicciarini, A., Jul 3 2018, HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 52-56 5 p. (HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media).

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

Hard facing
7 Citations (Scopus)

PrivOnto: A semantic framework for the analysis of privacy policies

Oltramari, A., Piraviperumal, D., Schaub, F., Wilson, S., Cherivirala, S., Norton, T. B., Russell, N. C., Story, P., Reidenberg, J. & Sadeh, N., Jan 1 2018, In : Semantic Web. 9, 2, p. 185-203 19 p.

Research output: Contribution to journalArticle

Semantics
Application programs
Ontology
Learning systems
Websites
16 Citations (Scopus)

PrivOnto: A semantic framework for the analysis of privacy policies

Oltramari, A., Piraviperumal, D., Schaub, F., Wilson, S., Cherivirala, S., Norton, T. B., Russell, N. C., Story, P., Reidenberg, J. & Sadeh, N., 2018, In : Semantic Web. 9, 2, p. 185-203 19 p.

Research output: Contribution to journalArticle

Semantics
Application programs
Ontology
Learning systems
Websites
3 Citations (Scopus)

Professional medical advice at your fingertips: An empirical study of an online “Ask the doctor” platform

Ma, X., Gui, X., Fan, J., Zhao, M., Chen, Y. & Zheng, K., Nov 1 2018, In : Proceedings of the ACM on Human-Computer Interaction. 2, CSCW, 116.

Research output: Contribution to journalArticle

caregiver
Health
Costs
transaction costs
fee
1 Citation (Scopus)

Protecting million-user iOS apps with obfuscation: Motivations, pitfalls, and experience

Wang, P., Wu, D., Chen, Z. & Wei, T., May 27 2018, Proceedings 2018 ACM/IEEE 40th International Conference on Software Engineering: Software Engineering in Practice, ICSE-SEIP 2018. IEEE Computer Society, p. 235-244 10 p. (Proceedings - International Conference on Software Engineering).

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

Application programs
Reverse engineering
Ecosystems
Industry
Profitability
2 Citations (Scopus)

QR2: A third-party query reranking service over web databases

Durairaj Gunasekaran, Y., Asudeh, A., Hasani, S., Zhang, N., Jaoua, A. & Das, G., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1653-1656 4 p. 8509420. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

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

Query processing
World Wide Web
Data base
Reranking
Query

Quantifying Graph Anonymity, Utility, and De-anonymity

Ji, S., Du, T., Hong, Z., Wang, T. & Beyah, R., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1736-1744 9 p. 8486356. (Proceedings - IEEE INFOCOM; vol. 2018-April).

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

Data structures
Computer systems
Mathematical models
12 Citations (Scopus)

Questioner or question: Predicting the response rate in social question and answering on Sina Weibo

Liu, Z. & Jansen, B. J., Mar 1 2018, In : Information Processing and Management. 54, 2, p. 159-174 16 p.

Research output: Contribution to journalArticle

social network
predictive model
popularity
networking
Response rate
1 Citation (Scopus)

Random-forest-inspired neural networks

Wang, S., Aggarwal, C. & Liu, H., Oct 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 6, a69.

Research output: Contribution to journalArticle

Random Forest
Neural Networks
Neural networks
Image recognition
Image Recognition
2 Citations (Scopus)

Real-time ventricular fibrillation detection using an embedded microcontroller in a pervasive environment

Kwon, S., Kim, J. & Chu, C. H., Jun 2018, In : Electronics (Switzerland). 7, 6, 88.

Research output: Contribution to journalArticle

Microcontrollers
Electrocardiography
Smartphones
Data acquisition
Bandwidth
3 Citations (Scopus)

Recovering 3D planes from a single image via convolutional neural networks

Yang, F. & Zhou, Z., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 87-103 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

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

Human robot interaction
Labeling
Labels
Navigation
Semantics

Recruiting older adults in the wild: Reflections on challenges and lessons learned from research experience

Binda, J., Wang, X. & Carroll, J., May 21 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 290-293 4 p. (ACM International Conference Proceeding Series).

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

6 Citations (Scopus)

RedDroid: Android Application Redundancy Customization Based on Static Analysis

Jiang, Y., Bao, Q., Wang, S., Liu, X. & Wu, D., Nov 16 2018, Proceedings - 29th IEEE International Symposium on Software Reliability Engineering, ISSRE 2018. Ghosh, S., Cukic, B., Poston, R., Natella, R. & Laranjeiro, N. (eds.). IEEE Computer Society, p. 189-199 11 p. 8539081. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE; vol. 2018-October).

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

Static analysis
Application programs
Redundancy
Smartphones
Hard disk storage
3 Citations (Scopus)

Redundant Reader Elimination in Large-Scale Distributed RFID Networks

Ma, M., Wang, P. & Chu, C., Apr 1 2018, In : IEEE Internet of Things Journal. 5, 2, p. 884-894 11 p.

Research output: Contribution to journalArticle

Radio frequency identification (RFID)
Parallel algorithms
Collision avoidance
Scalability
1 Citation (Scopus)

Reports of the workshops held at the 2018 international AAAI conference on web and social media

An, J., Chunara, R., Crandall, D. J., Frajberg, D., French, M., Jansen, B. J., Kulshrestha, J., Mejova, Y., Romero, D. M., Salminen, J., Sharma, A., Sheth, A., Tan, C., Taylor, S. H. & Wijeratne, S., Jan 1 2018, In : AI Magazine. 39, 4, p. 36-44 9 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Representation learning for large-scale dynamic networks

Yu, Y., Yao, H., Wang, H., Tang, X. & Li, Z., Jan 1 2018, Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Proceedings. Pei, J., Sadiq, S., Li, J. & Manolopoulos, Y. (eds.). Springer Verlag, p. 526-541 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10828 LNCS).

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

Dynamic Networks
Vector spaces
Network Structure
Vertex of a graph
Learning
19 Citations (Scopus)

Rethinking the smaller-norm-less-informative assumption in channel pruning of convolution layers

Ye, J., Lu, X., Lin, Z. & Wang, J. Z., Jan 1 2018.

Research output: Contribution to conferencePaper

Convolution
neural network
Neural networks
training method
Computational efficiency

Retrieval of relevant historical data triage operations in security operation centers

Lin, T., Zhong, C., Yen, J. & Liu, P., Jan 1 2018, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 227-243 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11170 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

Historical Data
Retrieval
Information Processing
Reasoning
10 Citations (Scopus)

Risk prediction on electronic health records with prior medical knowledge

Ma, F., You, Q., Gao, J., Zhou, J., Suo, Q. & Zhang, A., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1910-1919 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Health
Learning systems
Deep learning

ROAR: Robust label ranking for social emotion mining

Jiasheng Zhang, J. & Lee, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4422-4429 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

Labels
Industry
4 Citations (Scopus)

RoboADS: Anomaly detection against sensor and actuator misbehaviors in mobile robots

Guo, P., Kim, H., Virani, N., Xu, J., Zhu, M. & Liu, P., Jul 19 2018, Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018. Institute of Electrical and Electronics Engineers Inc., p. 574-585 12 p. 8416517. (Proceedings - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2018).

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

Mobile robots
Actuators
Sensors
Robots
Unmanned vehicles

ROPOB: Obfuscating binary code via return oriented programming

Mu, D., Guo, J., Ding, W., Wang, Z., Mao, B. & Shi, L., Jan 1 2018, Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Proceedings. Ghorbani, A., Lin, X., Ren, K., Zhu, S. & Zhang, A. (eds.). Springer Verlag, p. 721-737 17 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 238).

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

Binary codes
Computer programming
Flow control
Reverse engineering
Camouflage

Running OS Kernel in Separate Domains: A New Architecture for Applications and OS Services Quarantine

Zhang, W., Jia, X., Zhang, S., Wang, R. & Liu, P., Jul 2 2018, Proceedings - 25th Asia-Pacific Software Engineering Conference, APSEC 2018. IEEE Computer Society, p. 219-228 10 p. 8719561. (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; vol. 2018-December).

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

Containers
Decomposition
Costs
Linux
Virtualization
2 Citations (Scopus)

Schön's intellectual legacy: A citation analysis of DRS publications (2010–2016)

Beck, J. & Chiapello, L., May 1 2018, In : Design Studies. 56, p. 205-224 20 p.

Research output: Contribution to journalArticle

credit
content analysis
methodology
Citations
Citation Analysis

SecControl: Bridging the gap between security tools and SDN controllers

Wang, L. & Wu, D., Jan 1 2018, Security and Privacy in Communication Networks - SecureComm 2017 International Workshops, ATCS and SePrIoT, Proceedings. Ghorbani, A., Ren, K., Zhu, S., Zhang, A. & Lin, X. (eds.). Springer Verlag, p. 11-31 21 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 239).

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

Controllers
Network security
Software defined networking
Experiments
3 Citations (Scopus)

Second-order random walk-based proximity measures in graph analysis: formulations and algorithms

Wu, Y., Zhang, X., Bian, Y., Cai, Z., Lian, X., Liao, X. & Zhao, F., Feb 1 2018, In : VLDB Journal. 27, 1, p. 127-152 26 p.

Research output: Contribution to journalArticle

Monte Carlo methods
6 Citations (Scopus)

Sensing Technologies for Monitoring Serious Mental Illnesses

Abdullah, S. & Choudhury, T., Jan 1 2018, In : IEEE Multimedia. 25, 1, p. 61-75 15 p.

Research output: Contribution to journalArticle

Health care
Monitoring
Health
Multimedia systems
Decision making
1 Citation (Scopus)

Server-based manipulation attacks against machine learning models

Liao, C., Zhu, S., Zhong, H. & Squicciarini, A., Mar 13 2018, CODASPY 2018 - Proceedings of the 8th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 2-34 33 p. (CODASPY 2018 - Proceedings of the 8th ACM Conference on Data and Application Security and Privacy; vol. 2018-January).

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

Learning systems
Servers
Image classification
Supervised learning
Electronic mail

SIGIR 2018 workshop on intelligent transportation informatics

Liu, Y., Li, Z., Ai, W. & Zhang, L., Jun 27 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 1441-1443 3 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).

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

2 Citations (Scopus)

Signature of quantum Griffiths singularity state in a layered quasi-one-dimensional superconductor

Zhang, E., Zhi, J., Zou, Y-C., Ye, Z., Ai, L., Shi, J., Huang, C., Liu, S., Lin, Z., Zheng, X., Kang, N., Xu, H., Wang, W., He, L., Zou, J., Liu, J., Mao, Z. & Xiu, F., 2018, In : Nature communications. 9, 1

Research output: Contribution to journalArticle

Nanowires
Superconducting materials
signatures
Magnetic Fields
Magnetic fields
1 Citation (Scopus)

Skeleton matching with applications in severe weather detection

Kamani, M. M., Farhat, F., Wistar, S. & Wang, J., Sep 1 2018, In : Applied Soft Computing Journal. 70, p. 1154-1166 13 p.

Research output: Contribution to journalArticle

Radar
Thunderstorms
Tornadoes
Precipitation (meteorology)
Fuzzy logic
1 Citation (Scopus)

SmartGroup: A tool-based approach to scale-free small-group learning activities

Zhu, H., Rai, N. K. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 261-264 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

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

Students
Education
2 Citations (Scopus)

Strengthening community data: Towards pervasive participation

Carroll, J., Beck, J., Dhanorkar, S., Binda, J., Gupta, S. & Zhu, H., May 30 2018, Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, DG.O 2018. Hinnant, C. C. & Zuiderwijk, A. (eds.). Association for Computing Machinery, a65. (ACM International Conference Proceeding Series).

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

Transparency
Innovation
Big data