College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2020
Robots
Information science
Computer science
Statistical methods
Robotics

Deeper into the Wild: Technology Co-creation Across Corporate Boundaries

Colombino, T., Willamowski, J., Grasso, A. & Hanrahan, B. V., Jan 1 2020, Studies in Applied Philosophy, Epistemology and Rational Ethics. Springer International Publishing, p. 55-71 17 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics; vol. 48).

Research output: Chapter in Book/Report/Conference proceedingChapter

Telecommunications
Ethnographic Study
Research Projects
Co-creation

Developing an online hate classifier for multiple social media platforms

Salminen, J., Hopf, M., Chowdhury, S. A., Jung, S. G., Almerekhi, H. & Jansen, B. J., Dec 1 2020, In : Human-centric Computing and Information Sciences. 10, 1, 1.

Research output: Contribution to journalArticle

Open Access
Classifiers
Support vector machines
Logistics
Neural networks
Experiments

Effects of Varied Surgical Simulation Training Schedules on Motor-Skill Acquisition

Ritter, F. E., Yeh, M. K. C., Yan, Y., Siu, K. C. & Oleynikov, D., Feb 1 2020, In : Surgical Innovation. 27, 1, p. 68-80 13 p.

Research output: Contribution to journalArticle

Motor Skills
Appointments and Schedules
Learning
Simulation Training
Laparoscopy

iScore: a novel graph kernel-based function for scoring protein-protein docking models

Geng, C., Jung, Y., Renaud, N., Honavar, V., Bonvin, A. M. J. J. & Xue, L. C., Jan 1 2020, In : Bioinformatics (Oxford, England). 36, 1, p. 112-121 10 p.

Research output: Contribution to journalArticle

Open Access
Docking
Scoring
Conformation
kernel
Proteins

REMIND: Risk Estimation Mechanism for Images in Network Distribution

Lin, D., Steiert, D., Morris, J., Squicciarini, A. & Fan, J., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 539-552 14 p., 8744560.

Research output: Contribution to journalArticle

Electric power distribution

Simultaneous input and state estimation for stochastic nonlinear systems with additive unknown inputs

Kim, H., Guo, P., Zhu, M. & Liu, P., Jan 2020, In : Automatica. 111, 108588.

Research output: Contribution to journalArticle

State estimation
Error analysis
Nonlinear systems
Stochastic systems
Covariance matrix

Synthesizing family perspectives on health: Using fun, creative activities to stimulate health conversations

Sandbulte, J., Beck, J., Whitaker, J. & Carroll, J. M., Jan 1 2020, Interactions, 27, 1, p. 8-9 2 p.

Research output: Contribution to specialist publicationArticle

Human computer interaction
Websites
Health

Understanding strategy differences in a fault-finding task

Friedrich, M. B. & Ritter, F. E., Jan 1 2020, In : Cognitive Systems Research. 59, p. 133-150 18 p.

Research output: Contribution to journalArticle

Learning
Learning Curve
Equipment and Supplies
Research
Transfer (Psychology)

User-defined gesture interaction for in-vehicle information systems

Wu, H., Wang, Y., Liu, J., Qiu, J. & Zhang, X. L., Jan 1 2020, In : Multimedia Tools and Applications. 79, 1-2, p. 263-288 26 p.

Research output: Contribution to journalArticle

Information systems
2019

4th international workshop on mental health and well-being: Sensing and intervention

Sano, A., Abdullah, S., Bardram, J. E., Servia, S., Murnane, E. L., Choudhury, T., Musolesi, M., Vilaza, G. N. & Mishra, V., Sep 9 2019, UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, p. 899-901 3 p. (UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers).

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

Open Access
Health
5 Citations (Scopus)

A Cloud Brokerage Architecture for Efficient Cloud Service Selection

Lin, D., Squicciarini, A., Dondapati, V. N. & Sundareswaran, S., Jan 1 2019, In : IEEE Transactions on Services Computing. 12, 1, p. 144-157 14 p., 7516685.

Research output: Contribution to journalArticle

Cloud computing
Costs
Service selection
Brokerage
Service provider

Actionable Collaborative Common Operational Picture in Crisis Situation: A Comprehensive Architecture Powered with Social Media Data

Coche, J., Montarnal, A., Tapia, A. & Benaben, F., Jan 1 2019, Collaborative Networks and Digital Transformation - 20th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2019, Proceedings. Camarinha-Matos, L. M., Afsarmanesh, H. & Antonelli, D. (eds.). Springer New York LLC, p. 151-162 12 p. (IFIP Advances in Information and Communication Technology; vol. 568).

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

Processing
Decision maker
Social media
Industry
Crisis management
2 Citations (Scopus)

ACT-R: A cognitive architecture for modeling cognition

Ritter, F. E., Tehranchi, F. & Oury, J. D., May 1 2019, In : Wiley Interdisciplinary Reviews: Cognitive Science. 10, 3, e1488.

Research output: Contribution to journalReview article

Cognition
History
Psychology
Artificial Intelligence
Automatic Data Processing
3 Citations (Scopus)

A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions

Ma, F., Wang, Y., Xiao, H., Yuan, Y., Chitta, R., Zhou, J. & Gao, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1070-1075 6 p. 8621395. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

Informatics
Neural Networks (Computer)
Recurrent neural networks
Health Status
Websites
1 Citation (Scopus)

A hybrid approach for identifying the structure of a Bayesian network model

Huang, L., Cai, G., Yuan, H. & Chen, J., Oct 1 2019, In : Expert Systems With Applications. 131, p. 308-320 13 p.

Research output: Contribution to journalArticle

Bayesian networks
Logistics

A hybrid self-attention deep learning framework for multivariate sleep stage classification

Yuan, Y., Jia, K., Ma, F., Xun, G., Wang, Y., Su, L. & Zhang, A., Dec 2 2019, In : BMC bioinformatics. 20, 586.

Research output: Contribution to journalArticle

Open Access
Polysomnography
Sleep Stages
Sleep
Learning
Biological Phenomena

A Large-Scale Empirical Study on Control Flow Identification of Smart Contracts

Chen, T., Li, Z., Zhang, Y., Luo, X., Wang, T., Hu, T., Xiao, X., Wang, D., Huang, J. & Zhang, X., Sep 2019, Proceedings - 13th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2019. IEEE Computer Society, 8870156. (International Symposium on Empirical Software Engineering and Measurement; vol. 2019-Septemer).

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

Flow control
Flow graphs
Static analysis

A lightweight framework for regular expression verification

Liu, X., Jiang, Y. & Wu, D., Mar 22 2019, Proceedings - 19th IEEE International Symposium on High Assurance Systems Engineering, HASE 2019. Nguyen, V., Jiang, C. & Yu, D. (eds.). IEEE Computer Society, p. 1-8 8 p. 8673038. (Proceedings of IEEE International Symposium on High Assurance Systems Engineering; vol. 2019-January).

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

Finite automata
Intrusion detection
Specifications
Testing
Formal specification

All your clicks belong to me: Investigating click interception on the web

Zhang, M., Meng, W., Lee, S., Lee, B. & Xing, X., Jan 1 2019, Proceedings of the 28th USENIX Security Symposium. USENIX Association, p. 941-957 17 p. (Proceedings of the 28th USENIX Security Symposium).

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

Websites
Marketing
Ecosystems

Al Osool: Understanding information behavior for community development at Za'atari Syrian refugee camp

Fisher, K. E., Yafi, E., Xu, Y. & Maitland, C., Jun 3 2019, C and T 2019 - 9th International Conference on Communities and Technologies, Conference Proceedings. Cech, F. & Tellioglu, H. (eds.). Association for Computing Machinery, p. 273-282 10 p. (ACM International Conference Proceeding Series).

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

Human computer interaction
Violence

A microservice-based architecture for enhancing the user experience in cross-device distributed mashup UIs with multiple forms of interaction

Fernández-García, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J. Z., Nov 1 2019, In : Universal Access in the Information Society. 18, 4, p. 747-770 24 p.

Research output: Contribution to journalArticle

Application programming interfaces (API)
Web services
User interfaces
Communication
Industry

Analyzing hate speech toward players from the MENA in League of Legends

Şengün, S., Soongyo, J., Jansen, B. J., Salminen, J. & Mawhorter, P., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312924. (Conference on Human Factors in Computing Systems - Proceedings).

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

Toxicity
Electric sparks
Servers
Hardware
Industry
1 Citation (Scopus)

A practice-led account of the conceptual evolution of UX knowledge

Kou, Y. & Gray, C. M., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

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

Lead
Human computer interaction
Education
Trajectories
Communication

A privacy-preserving framework for ranked retrieval model

Yan, T., Gao, Y. & Zhang, N., Dec 1 2019, In : Computational Social Networks. 6, 1, 6.

Research output: Contribution to journalArticle

Open Access
Equivalent sets
Privacy Preserving
Retrieval
Attribute
Privacy

Arcana: Enabling private posts on public microblog platforms

Narasimman, A., Wang, Q., Li, F., Lee, D. & Luo, B., Jan 1 2019, ICT Systems Security and Privacy Protection - 34th IFIP TC 11 International Conference, SEC 2019, Proceedings. Dhillon, G., Karlsson, F., Hedström, K. & Zúquete, A. (eds.). Springer New York LLC, p. 271-285 15 p. (IFIP Advances in Information and Communication Technology; vol. 562).

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

Twitter
Access control
Dissemination
Encryption
Follower
2 Citations (Scopus)

A recommender system for component-based applications using machine learning techniques

Fernández-García, A. J., Iribarne, L., Corral, A., Criado, J. & Wang, J. Z., Jan 15 2019, In : Knowledge-Based Systems. 164, p. 68-84 17 p.

Research output: Contribution to journalArticle

Recommender systems
Learning systems
Learning algorithms
Feature extraction
User interfaces

A reverse turing test for detecting machine-made texts

Shao, J., Uchendu, A. & Lee, D., Jun 26 2019, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 275-279 5 p. (WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science).

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

Open Access
5 Citations (Scopus)

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data

Wang, H., Tang, X., Kuo, Y. H., Kifer, D. & Li, Z., Jan 1 2019, In : ACM Transactions on Intelligent Systems and Technology. 10, 2, a19.

Research output: Contribution to journalArticle

Travel Time
Travel time
Baseline
Trajectories
Trajectory
2 Citations (Scopus)

Assessing changes in groundwater chemistry in landscapes with more than 100 years of oil and gas development

Wen, T., Agarwal, A., Xue, L., Chen, A., Herman, A., Li, Z. & Brantley, S. L., Feb 2019, In : Environmental Science: Processes and Impacts. 21, 2, p. 384-396 13 p.

Research output: Contribution to journalArticle

Natural Gas
Groundwater
Oils
Oil and Gas Fields
Gases
2 Citations (Scopus)

Assessing timebanking use and coordination: implications for service exchange tools

Yuan, C. W., Hanrahan, B. V. & Carroll, J. M., Apr 1 2019, In : Information Technology and People. 32, 2, p. 344-363 20 p.

Research output: Contribution to journalArticle

participation
acceptance
currency
community
mediation

Automated finite state machine extraction

Chen, Y., Song, L., Xing, X., Xu, F. & Wu, W., Nov 15 2019, FEAST 2019 - Proceedings of the 3rd ACM Workshop on Forming an Ecosystem Around Software Transformation. Association for Computing Machinery, p. 9-15 7 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Static analysis
Finite automata
Software engineering
1 Citation (Scopus)

Automatic grading of programming assignments: An approach based on formal semantics

Liu, X., Wang, S., Wang, P. & Wu, D., May 2019, Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering Education and Training, ICSE-SEET 2019. Institute of Electrical and Electronics Engineers Inc., p. 126-137 12 p. 8802114. (Proceedings - 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering Education and Training, ICSE-SEET 2019).

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

grading
Computer programming
programming
Semantics
semantics

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

Linear programming
Semantics
Deep neural networks

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

Information science
Textbooks
Information technology
Students
Derivatives

Beyond Leaders and Followers: Understanding Participation Dynamics in Event-Based Social Networks

Chen, J., Wang, X., Beck, J., Wu, C. & Carroll, J. M., Dec 14 2019, In : International Journal of Human-Computer Interaction. 35, 20, p. 1892-1905 14 p.

Research output: Contribution to journalArticle

follower
social network
leader
participation
event
8 Citations (Scopus)

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

Ecosystems
Costs
Experiments

Beyond remote control: Exploring natural gesture inputs for smart TV systems

Wu, H., Yang, L., Fu, S. & Zhang, X. L., Jan 1 2019, In : Journal of Ambient Intelligence and Smart Environments. 11, 4, p. 335-354 20 p.

Research output: Contribution to journalArticle

Remote control
Television
Air

Beyond word2vec: Distance-graph tensor factorization for word and document embeddings

Wang, S., Aggarwal, C. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1041-1050 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
Methodology
Graph
Sampling
Information visualization
Information retrieval
3 Citations (Scopus)

Bi-LSTM-CRF sequence labeling for keyphrase extraction from scholarly documents

Al-Zaidy, R. A., Caragea, C. & Lee Giles, C., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2551-2557 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Labeling
Labels
Semantics
Long short-term memory

Biomarker discovery in inflammatory bowel diseases using network-based feature selection

Abbas, M., Matta, J., Le, T., Bensmail, H., Obafemi-Ajayi, T., Honavar, V. & EL-Manzalawy, Y., Jan 1 2019, In : PloS one. 14, 11, e0225382.

Research output: Contribution to journalArticle

Open Access
inflammatory bowel disease
Biomarkers
Inflammatory Bowel Diseases
Feature extraction
biomarkers

Building Adversarial Defense with Non-invertible Data Transformations

Guo, W., Mu, D., Chen, L. & Gai, J., Jan 1 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer Verlag, p. 593-606 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11672 LNAI).

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

Data Transformation
Neural Networks
Misclassification
Data Distribution
Dimensionality Reduction
1 Citation (Scopus)

Building a Trustworthy Execution Environment to Defeat Exploits from both Cyber Space and Physical Space for ARM

Guan, L., Cao, C., Liu, P., Xing, X., Ge, X., Zhang, S., Yu, M. & Jaeger, T., May 1 2019, In : IEEE Transactions on Dependable and Secure Computing. 16, 3, p. 438-453 16 p., 8423674.

Research output: Contribution to journalArticle

Dynamic random access storage
Random access storage
Dynamic mechanical analysis
Cryptography
Internet of things

Capturing the change in topical interests of personas over time

Jansen, B. J., Jung, S. G. & Salminen, J., Jan 1 2019, In : Proceedings of the Association for Information Science and Technology. 56, 1, p. 127-136 10 p.

Research output: Contribution to journalArticle

Automation
Fluids
automation
data analysis
time

CATS: Cross-platform e-commerce fraud detection

Weng, H., Ji, S., Duan, F., Li, Z., Chen, J., He, Q. & Wang, T., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1874-1885 12 p. 8731582. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Economics
Industrial plants
Feedback

CiteSeerX: 20 Years of service to scholarly big data

Wu, J., Kim, K. & Lee Giles, C., May 13 2019, Proceedings of the Conference on Artificial Intelligence for Data Discovery and Reuse, AIDR 2019. Association for Computing Machinery, 3359119. (ACM International Conference Proceeding Series).

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

Open Access
Digital libraries
Search engines
Metadata
Big data
1 Citation (Scopus)

CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset

Wu, J., Kandimalla, B., Rohatgi, S., Sefid, A., Mao, J. & Giles, C. L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5465-5467 3 p. 8622114. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Information science
Metadata
Computer science
Learning systems
Neural networks
2 Citations (Scopus)

CityFlow: A multi-agent reinforcement learning environment for large scale city traffic scenario

Zhang, H., Ding, Y., Zhang, W., Feng, S., Zhu, Y., Yu, Y., Li, Z., Liu, C., Zhou, Z. & Jin, H., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3620-3624 5 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

Reinforcement learning
Traffic signals
Simulators
User interfaces
Data structures

Classifying online corporate reputation with machine learning: a study in the banking domain

Rantanen, A., Salminen, J., Ginter, F. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : Internet Research.

Research output: Contribution to journalArticle

Open Access
banking
reputation
Learning systems
neural network
learning
2 Citations (Scopus)

Co-designing platform collectivism

Carroll, J. & Beck, J., Jul 3 2019, In : CoDesign. 15, 3, p. 272-287 16 p.

Research output: Contribution to journalArticle

Water quality
Stakeholders
Collectivism
Water Quality
Visible