Research Output 1993 2019

Filter
Article
2018
14 Citations (Scopus)

Attribute-based Access Control for ICN Naming Scheme

Li, B., Huang, D., Wang, Z. & Zhu, Y., Mar 1 2018, In : IEEE Transactions on Dependable and Secure Computing. 15, 2, p. 194-206 13 p.

Research output: Contribution to journalArticle

Access control
Cryptography
Network architecture
2 Citations (Scopus)

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

Information retrieval
Data privacy
Information services
Vector spaces
Cryptography
1 Citation (Scopus)

DexMonitor: Dynamically Analyzing and Monitoring Obfuscated Android Applications

Cho, H., Yi, J. H. & Ahn, G-J., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Monitoring
Hooks
Application programming interfaces (API)
Flow control
Virtual machine
2 Citations (Scopus)

Efficient Anonymous Message Submission

Zhao, X., Li, L., Xue, G. & Ahn, G-J., Mar 1 2018, In : IEEE Transactions on Dependable and Secure Computing. 15, 2, p. 217-230 14 p.

Research output: Contribution to journalArticle

Cryptography

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

Feature Selection
Feature extraction
Labels
Imperfect
Annotation
13 Citations (Scopus)

Exploring Hierarchical Structures for Recommender Systems

Wang, S., Tang, J., Wang, Y. & Liu, H., Jan 3 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Recommender systems
Availability

In search of coherence and consensus: Measuring the interpretability of statistical topics

Morstatter, F. & Liu, H., Apr 1 2018, In : Journal of Machine Learning Research. 18, p. 1-32 32 p.

Research output: Contribution to journalArticle

Interpretability
Model
Evaluate
Output
Predictive Model
2 Citations (Scopus)

Modeling an energy consumption system with partial-value data associations

Ye, N., Fok, T. Y. & Chong, O., Jan 1 2018, In : Advances in Science, Technology and Engineering Systems. 3, 6, p. 372-379 8 p.

Research output: Contribution to journalArticle

energy consumption
Energy utilization
learning
Decision trees
Energy consumption
1 Citation (Scopus)

Phe: An efficient traitor tracing and revocation for encrypted file syncing-and-sharing in cloud

Zhu, Y., Gan, G., Guo, R. & Huang, D., Oct 1 2018, In : IEEE Transactions on Cloud Computing. 6, 4, p. 1110-1124 15 p., 7479486.

Research output: Contribution to journalArticle

Cryptography
Mobile devices
Industry
4 Citations (Scopus)

Privacy-preserving mobile crowd sensing in ad hoc networks

Wang, Z. & Huang, D., May 1 2018, In : Ad Hoc Networks. 73, p. 14-26 13 p.

Research output: Contribution to journalArticle

Ad hoc networks
Mobile devices
Network protocols
Sensors
Processing
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
1 Citation (Scopus)

Semantics-Aware Privacy Risk Assessment Using Self-Learning Weight Assignment for Mobile Apps

Chen, J., Wang, C., He, K., Zhao, Z., Chen, M., Du, R. & Ahn, G-J., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Dependable and Secure Computing.

Research output: Contribution to journalArticle

Application programs
Risk assessment
Semantics
Fuzzy clustering
Ecosystems
1 Citation (Scopus)

SlangSD: building, expanding and using a sentiment dictionary of slang words for short-text sentiment classification

Wu, L., Morstatter, F. & Liu, H., May 18 2018, (Accepted/In press) In : Language Resources and Evaluation. p. 1-14 14 p.

Research output: Contribution to journalArticle

dictionary
social media
market segmentation
systems analysis
resources

The future of distributed network research infrastructure

Aikat, J., Baldin, I., Berman, M., Breen, J., Brooks, R., Calyam, P., Chase, J., Chase, W., Clark, R. J., Elliott, C., Griffioen, J., Huang, D., Ibarra, J., Lehman, T., Matta, I., Monga, I., Papadopoulos, C., Reiter, M., Raychaudhuri, D., Ricart, G. & 8 others, Ricci, R., Ruth, P., Seskar, I., Sobieski, J., Van Der Merwe, J., Wang, K. C., Wolf, T. & Zink, M., Apr 1 2018, In : Computer Communication Review. 48, 2, p. 46-51 6 p.

Research output: Contribution to journalArticle

Innovation
1 Citation (Scopus)

The PVAD Algorithm to Learn Partial-Value Variable Associations with Application to Modelling for Engineering Retention

Ye, N., Fok, T. Y., Wang, X., Collofello, J. & Dickson, N., Jan 1 2018, In : IFAC-PapersOnLine. 51, 2, p. 505-510 6 p.

Research output: Contribution to journalArticle

Students
6 Citations (Scopus)

Towards Green Service Composition Approach in the Cloud

Wang, S., Zhou, A., Bao, R., Chou, W. & Yau, S-S., Aug 31 2018, (Accepted/In press) In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

Chemical analysis
Quality of service
Cloud computing
Servers
Energy utilization

Towards privacy preserving social recommendation under personalized privacy settings

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jul 14 2018, (Accepted/In press) In : World Wide Web. p. 1-29 29 p.

Research output: Contribution to journalArticle

Recommender systems
Feedback

Understanding and identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H., Jan 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 2, 17.

Research output: Contribution to journalArticle

Social Media
Linguistics
Express
Framework
Evaluate

Understanding Infrastructure Resiliency in Chennai, India Using Twitter's Geotags and Texts: A Preliminary Study

Chong, O., Naganathan, H., Liu, H., Ariaratnam, S. & Kim, J., Apr 1 2018, In : Engineering. 4, 2, p. 218-223 6 p.

Research output: Contribution to journalArticle

Metadata
Consumer behavior
Labeling
Feature extraction
Websites
2017
20 Citations (Scopus)

Brew: A Security Policy Analysis Framework for Distributed SDN-Based Cloud Environments

Pisharody, S., Natarajan, J., Chowdhary, A., Alshalan, A. & Huang, D., Jul 12 2017, (Accepted/In press) In : IEEE Transactions on Dependable and Secure Computing.

Research output: Contribution to journalArticle

Controllers
Network management
Scalability
Visualization
Hardness
2 Citations (Scopus)

Can a Non-Cognitive Learning Companion Increase the Effectiveness of a Meta-Cognitive Learning Strategy?

VanLehn, K., Zhang, L., Burleson, W., Girard, S. & Hidago-Pontet, Y., Jul 1 2017, In : IEEE Transactions on Learning Technologies. 10, 3, p. 277-289 13 p., 7523430.

Research output: Contribution to journalArticle

cognitive learning
learning strategy
tutor
Students
learning
43 Citations (Scopus)

Challenges of Feature Selection for Big Data Analytics

Li, J. & Liu, H., Mar 1 2017, In : IEEE Intelligent Systems. 32, 2, p. 9-15 7 p., 7887649.

Research output: Contribution to journalArticle

Feature extraction
Big data

Customized Network Security for Cloud Service

He, J., Ota, K., Dong, M., T. Yang, L., Fan, M., Wang, G. & Yau, S-S., Jul 11 2017, (Accepted/In press) In : IEEE Transactions on Services Computing.

Research output: Contribution to journalArticle

Network security
Cloud computing
Industry
Costs
Experiments
4 Citations (Scopus)

Facilitating Time Critical Information Seeking in Social Media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Oct 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2197-2209 13 p., 7919259.

Research output: Contribution to journalArticle

Learning algorithms
Availability
Experiments
12 Citations (Scopus)

Learning How to Construct Models of Dynamic Systems: An Initial Evaluation of the Dragoon Intelligent Tutoring System

VanLehn, K., Wetzel, J., Grover, S. & Van De Sande, B., Apr 1 2017, In : IEEE Transactions on Learning Technologies. 10, 2, p. 154-167 14 p., 7374728.

Research output: Contribution to journalArticle

Intelligent systems
Dynamical systems
Students
instruction
evaluation

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

Vote
Uncertainty
Prediction
Prediction Model
Voting
2 Citations (Scopus)

MADM-based smart parking guidance algorithm

Li, B., Pei, Y., Wu, H. & Huang, D., Dec 1 2017, In : PLoS One. 12, 12, 0188283.

Research output: Contribution to journalArticle

Parking Facilities
Parking
decision making
Decision Making
Decision making
44 Citations (Scopus)

Recent advances in feature selection and its applications

Li, Y., Li, T. & Liu, H., May 5 2017, (Accepted/In press) In : Knowledge and Information Systems. p. 1-27 27 p.

Research output: Contribution to journalArticle

Feature extraction
Bioinformatics
Data mining
Learning systems
Labels
2 Citations (Scopus)

Risk assessment of mobile applications based on machine learned malware dataset

Kim, H., Cho, T., Ahn, G-J. & Hyun Yi, J., May 5 2017, (Accepted/In press) In : Multimedia Tools and Applications. p. 1-16 16 p.

Research output: Contribution to journalArticle

Risk assessment
Identification (control systems)
Malware
Mobile devices
6 Citations (Scopus)
Multilayers
Data mining
Computational complexity
9 Citations (Scopus)

Toward online node classification on streaming networks

Jian, L., Li, J. & Liu, H., Jul 31 2017, (Accepted/In press) In : Data Mining and Knowledge Discovery. p. 1-27 27 p.

Research output: Contribution to journalArticle

Learning algorithms
Labels
Experiments
32 Citations (Scopus)

Uncovering the Face of Android Ransomware: Characterization and Real-time Detection

Chen, J., Wang, C., Zhao, Z., Chen, K., Du, R. & Ahn, G-J., Dec 27 2017, (Accepted/In press) In : IEEE Transactions on Information Forensics and Security.

Research output: Contribution to journalArticle

Malware
Viruses
Cryptography
2016
2 Citations (Scopus)

Adaptively selecting biology questions generated from a semantic network

Zhang, L. & VanLehn, K., Jun 7 2016, (Accepted/In press) In : Interactive Learning Environments. p. 1-19 19 p.

Research output: Contribution to journalArticle

biology
Semantics
semantics
Students
student
6 Citations (Scopus)

A reverse engineering algorithm for mining a causal system model from system data

Ye, N., Jul 28 2016, (Accepted/In press) In : International Journal of Production Research. p. 1-17 17 p.

Research output: Contribution to journalArticle

Reverse engineering
Large scale systems
Computational complexity
System model
Factors
12 Citations (Scopus)

A Survey of Mobile VPN Technologies

Alshalan, A., Pisharody, S. & Huang, D., Apr 1 2016, In : IEEE Communications Surveys and Tutorials. 18, 2, p. 1177-1196 20 p., 7314859.

Research output: Contribution to journalArticle

Virtual private networks
Mobile computing
Taxonomies
Network performance
Productivity
69 Citations (Scopus)

A survey of signed network mining in social media

Tang, J., Chang, Y., Aggarwal, C. & Liu, H., Sep 1 2016, In : ACM Computing Surveys. 49, 3, 42.

Research output: Contribution to journalArticle

Social Media
Signed
Mining
Electric network analysis
Network Analysis
1 Citation (Scopus)

dbling: Identifying extensions installed on encrypted web thin clients

Mabey, M., Doupe, A., Zhao, Z. & Ahn, G-J., Aug 7 2016, In : Digital Investigation. 18, p. S55-S65

Research output: Contribution to journalArticle

Application programs
Digital storage
Dermatoglyphics
digital media
Equipment and Supplies
10 Citations (Scopus)

Directed dynamical influence is more detectable with noise

Jiang, J. J., Huang, Z. G., Huang, L., Liu, H. & Lai, Y-C., Apr 12 2016, In : Scientific Reports. 6, 24088.

Research output: Contribution to journalArticle

Noise
Entropy
Causality
Ecosystem
11 Citations (Scopus)

Exploring characteristics of suspended users and network stability on Twitter

Wei, W., Joseph, K., Liu, H. & Carley, K. M., Dec 1 2016, In : Social Network Analysis and Mining. 6, 1, 51.

Research output: Contribution to journalArticle

twitter
Experiments
social media
social network
1 Citation (Scopus)

Guest Editors' Introduction: Special Issue on Reliable and Secure VANETs

Vinel, A., Ma, X. & Huang, D., Jan 1 2016, In : IEEE Transactions on Dependable and Secure Computing. 13, 1, p. 2-4 3 p., 7382390.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Learning Science by Constructing Models: Can Dragoon Increase Learning without Increasing the Time Required?

VanLehn, K., Chung, G., Grover, S., Madni, A. & Wetzel, J., Dec 1 2016, In : International Journal of Artificial Intelligence in Education. 26, 4, p. 1033-1068 36 p.

Research output: Contribution to journalArticle

instruction
science
learning
classroom
school
5 Citations (Scopus)

Machine learning to predict rapid progression of carotid atherosclerosis in patients with impaired glucose tolerance

Hu, X., Reaven, P. D., Saremi, A., Liu, N., Abbasi, M. A., Liu, H., Migrino, R. Q. & the ACT NOW Study Investigators, ACT. NOW. S. I., Dec 1 2016, In : Eurasip Journal on Bioinformatics and Systems Biology. 2016, 1, 14.

Research output: Contribution to journalArticle

Atherosclerosis
Carotid Artery Diseases
Glucose Intolerance
Glucose
Progression
3 Citations (Scopus)

Mules, Seals, and Attacking Tools: Analyzing 12 Online Marketplaces

Zhao, Z., Sankaran, M., Ahn, G-J., Holt, T. J., Jing, Y. & Hu, H., May 1 2016, In : IEEE Security and Privacy. 14, 3, p. 32-43 12 p., 7478573.

Research output: Contribution to journalArticle

sale
commerce
Seals
Sales
migration
40 Citations (Scopus)

Multi-label informed feature selection

Jian, L., Li, J., Shu, K. & Liu, H., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1627-1633 7 p.

Research output: Contribution to journalArticle

Feature extraction
Labels
Bioinformatics
Information retrieval
Data mining
3 Citations (Scopus)

Online Behavioral Analysis and Modeling [Guest Editorial]

Cui, P., Liu, H., Aggarwal, C. & Wang, F., Jan 1 2016, In : IEEE Intelligent Systems. 31, 1, p. 2-4 3 p., 7389910.

Research output: Contribution to journalArticle

Information retrieval
Data mining
Learning systems
1 Citation (Scopus)

Reflections on Andes' Goal-free User Interface

VanLehn, K., Mar 1 2016, In : International Journal of Artificial Intelligence in Education. 26, 1, p. 82-90 9 p.

Research output: Contribution to journalArticle

user interface
User interfaces
Students
indication
student
16 Citations (Scopus)

Regulative Loops, Step Loops and Task Loops

VanLehn, K., Mar 1 2016, In : International Journal of Artificial Intelligence in Education. 26, 1, p. 107-112 6 p.

Research output: Contribution to journalArticle

gold standard
performance
Students
student
1 Citation (Scopus)

Replacing mechanical turkers? Challenges in the evaluation of models with semantic properties

Morstatter, F. & Liu, H., Oct 1 2016, In : Journal of Data and Information Quality. 7, 4, 15.

Research output: Contribution to journalArticle

Artificial intelligence
Data mining
Automation
Semantics
Crowdsourcing

SDN-NFV security 2016 preface

Ahn, G-J., Gu, G., Hu, H. & Shin, S., Mar 11 2016, In : Unknown Journal. p. iii

Research output: Contribution to journalArticle

6 Citations (Scopus)

The design and development of the dragoon intelligent tutoring system for model construction: lessons learned

Wetzel, J., VanLehn, K., Butler, D., Chaudhari, P., Desai, A., Feng, J., Grover, S., Joiner, R., Kong-Sivert, M., Patade, V., Samala, R., Tiwari, M. & van de Sande, B., Mar 11 2016, (Accepted/In press) In : Interactive Learning Environments. p. 1-21 21 p.

Research output: Contribution to journalArticle

Intelligent systems
Dynamical systems
Students
User interfaces
Teaching