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Research Output 1986 2019

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Article
2018

Resilience analytics: coverage and robustness in multi-modal transportation networks

Baggag, A., Abbar, S., Zanouda, T. & Srivastava, J., Dec 1 2018, In : EPJ Data Science. 7, 1, 14.

Research output: Contribution to journalArticle

Multimodal transportation
Transportation Networks
Resilience
Coverage
Robustness

Utilizing computational trust to identify rumor spreaders on Twitter

Rath, B., Gao, W., Ma, J. & Srivastava, J., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 64.

Research output: Contribution to journalArticle

Spreaders
rumor
Recurrent neural networks
twitter
Intelligent systems
2017
1 Citation (Scopus)

A multiplex approach to urban mobility

Baggag, A., Abba, S., Zanouda, T., Borge-Holthoefer, J. & Srivastava, J., Jan 1 2017, In : Studies in Computational Intelligence. 693, p. 551-563 13 p.

Research output: Contribution to journalArticle

Multimodal transportation
Multilayers
7 Citations (Scopus)

Development of Trust Scores in Social Media (TSM) Algorithm and Application to Advertising Practice and Research

Roy, A., Huh, J., Pfeuffer, A. & Srivastava, J., Apr 3 2017, In : Journal of Advertising. 46, 2, p. 269-282 14 p.

Research output: Contribution to journalArticle

social media
Marketing
social advertising
social network
Social media
3 Citations (Scopus)

Formation and reciprocation of dyadic trust

Roy, A., Singhal, A. & Srivastava, J., Mar 2017, In : ACM Transactions on Internet Technology. 17, 2, 15.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Implementing 360° Quantified Self for childhood obesity: Feasibility study and experiences from a weight loss camp in Qatar

Fernandez-Luque, L., Singh, M., Ofli, F., Mejova, Y. A., Weber, I., Aupetit, M., Jreige, S. K., Elmagarmid, A., Srivastava, J. & Ahmedna, M., Apr 13 2017, In : BMC medical informatics and decision making. 17, 1, 37.

Research output: Contribution to journalArticle

Qatar
Social Media
Pediatric Obesity
Feasibility Studies
Weight Loss
2 Citations (Scopus)

Research dataset discovery from research publications using web context

Singhal, A. & Srivastava, J., Jan 1 2017, In : Web Intelligence. 15, 2, p. 81-99 19 p.

Research output: Contribution to journalArticle

Search engines
10 Citations (Scopus)

The Science of Sweet Dreams: Predicting Sleep Efficiency from Wearable Device Data

Sathyanarayana, A., Srivastava, J. & Fernandez-Luque, L., Mar 2017, Computer, 50, 3, p. 30-38 9 p.

Research output: Contribution to specialist publicationArticle

Health
Medical problems
Computer science
Students
Sleep
2016
15 Citations (Scopus)

Mining influencers using information flows in social streams

Subbian, K., Aggarwal, C. & Srivastava, J., Jan 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 3, 26.

Research output: Contribution to journalArticle

Flow patterns
7 Citations (Scopus)

Social network regularized Sparse Linear Model for Top-N recommendation

Feng, X., Sharma, A., Srivastava, J., Wu, S. & Tang, Z., May 1 2016, In : Engineering Applications of Artificial Intelligence. 51, p. 5-15 11 p.

Research output: Contribution to journalArticle

Factorization
2015
5 Citations (Scopus)

Automatic instance selection via locality constrained sparse representation for missing value estimation

Feng, X., Wu, S., Srivastava, J. & Desikan, P., Sep 1 2015, In : Knowledge-Based Systems. 85, p. 210-223 14 p.

Research output: Contribution to journalArticle

Glossaries
Gene expression
Data mining
Atoms
Missing values
2014
3 Citations (Scopus)

Exploiting small world property for network clustering

Qian, T., Li, Q., Srivastava, J., Peng, Z., Yang, Y. & Wang, S., May 1 2014, In : World Wide Web. 17, 3, p. 405-425 21 p.

Research output: Contribution to journalArticle

Electric network analysis
Clustering algorithms
7 Citations (Scopus)

Finding influencers in networks using social capital

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2014, In : Social Network Analysis and Mining. 4, 1, p. 1-13 13 p., 219.

Research output: Contribution to journalArticle

social capital
Values
fairness
19 Citations (Scopus)

Robust feature selection technique using rank aggregation

Sarkar, C., Cooley, S. A. & Srivastava, J., Mar 16 2014, In : Applied Artificial Intelligence. 28, 3, p. 243-257 15 p.

Research output: Contribution to journalArticle

Feature extraction
Classifiers
Agglomeration
Tumors
Internet
3 Citations (Scopus)

Topic formation and development: a core-group evolving process

Qian, T., Li, Q., Liu, B., Xiong, H., Srivastava, J. & Sheu, P. C. Y., Jan 1 2014, In : World Wide Web. 17, 6, p. 1343-1373 31 p.

Research output: Contribution to journalArticle

Life cycle
Cells
2013
6 Citations (Scopus)

A Machine Learning-Based Analysis of Game Data for Attention Deficit Hyperactivity Disorder Assessment

Heller, M. D., Roots, K., Srivastava, S., Schumann, J., Srivastava, J. & Hale, T. S., Oct 1 2013, In : Games for Health Journal. 2, 5, p. 291-298 8 p.

Research output: Contribution to journalArticle

ADHD
Attention Deficit Disorder with Hyperactivity
Learning systems
learning
Psychiatry
28 Citations (Scopus)

Correlations between Community Structure and Link Formation in Complex Networks

Liu, Z., He, J. L., Kapoor, K. & Srivastava, J., Sep 6 2013, In : PloS one. 8, 9, e72908.

Research output: Contribution to journalArticle

interpersonal relationships
social networks
Complex networks
protein-protein interactions
community structure
8 Citations (Scopus)

Robust features of trust in social networks

Borbora, Z. H., Ahmad, M. A., Oh, J., Haigh, K. Z., Srivastava, J. & Wen, Z., Jan 1 2013, In : Social Network Analysis and Mining. 3, 4, p. 981-999 19 p.

Research output: Contribution to journalArticle

social network
Electronic mail
interaction
available information
entertainment
2012
14 Citations (Scopus)

Contextual anomaly detection in text data

Mahapatra, A., Srivastava, N. & Srivastava, J., Dec 1 2012, In : Algorithms. 5, 4, p. 469-489 21 p.

Research output: Contribution to journalArticle

Anomaly Detection
Divergence
Semantics
Side Information
False Positive
5 Citations (Scopus)

Improving bagging performance through multi-algorithm ensembles

Hsu, K. W. & Srivastava, J., Jul 9 2012, In : Frontiers of Computer Science in China. 6, 5, p. 498-512 15 p.

Research output: Contribution to journalArticle

Bagging
Ensemble
Ensemble Methods
Majority Voting
Classification Algorithm
2011
8 Citations (Scopus)

Mining temporal patterns in popularity of web items

Loh, W. K., Mane, S. & Srivastava, J., Nov 15 2011, In : Information Sciences. 181, 22, p. 5010-5028 19 p.

Research output: Contribution to journalArticle

World Wide Web
Mining
Websites
Clustering algorithms
Discrete Fourier transforms
3 Citations (Scopus)

Player and team performance in EverQuest II and Halo 3

Shim, K. J., Damania, S., Delong, C. & Srivastava, J., Sep 1 2011, In : IEEE Potentials. 30, 5, p. 21-26 6 p., 6009111.

Research output: Contribution to journalArticle

computer game
Sales
sales
performance
Industry
25 Citations (Scopus)

The virtual worlds exploratorium: Using large-scale data and computational techniques for communication research

Williams, D., Contractor, N., Poole, M. S., Srivastava, J. & Cai, D., Apr 1 2011, In : Communication Methods and Measures. 5, 2, p. 163-180 18 p.

Research output: Contribution to journalArticle

communication research
Communication
best practice
networking
corporation
2010
15 Citations (Scopus)

Distortion-free predictive streaming time-series matching

Loh, W. K., Moon, Y. S. & Srivastava, J., Apr 15 2010, In : Information Sciences. 180, 8, p. 1458-1476 19 p.

Research output: Contribution to journalArticle

Streaming
Time series
Preprocessing
Scaling
Linear Trend
27 Citations (Scopus)

Social multimedia computing

Tian, Y., Srivastava, J., Huang, T. & Contractor, N., Aug 1 2010, Computer, 43, 8, p. 27-36 10 p.

Research output: Contribution to specialist publicationArticle

Internet
4 Citations (Scopus)

Unsupervised learning based distributed detection of global anomalies

Zhou, J., Lazarevic, A., Hsu, K. W., Srivastava, J., Fu, Y. & Wu, Y., Nov 1 2010, In : International Journal of Information Technology and Decision Making. 9, 6, p. 935-957 23 p.

Research output: Contribution to journalArticle

Unsupervised learning
Communication
Experiments
2007

Analysis of cognitive social and knowledge networks from electronic communication

Pathak, N., Mane, S. & Srivastava, J., Mar 1 2007, In : International Journal of Semantic Computing. 1, 1, p. 87-120 34 p.

Research output: Contribution to journalArticle

Electronic mail
electronics
communication
Communication
social network
168 Citations (Scopus)

A probabilistic approach to modeling and estimating the QoS of web-services-based workflows

Hwang, S. Y., Wang, H., Tang, J. & Srivastava, J., Dec 1 2007, In : Information Sciences. 177, 23, p. 5484-5503 20 p.

Research output: Contribution to journalArticle

Probabilistic Approach
Web services
Work Flow
Quality of Service
Web Services
194 Citations (Scopus)

Tag-splitting: Adaptive collision arbitration protocols for RFID tag identification

Myung, J., Lee, W., Srivastava, J. & Shih, T. K., Jun 1 2007, In : IEEE Transactions on Parallel and Distributed Systems. 18, 6, p. 763-775 13 p.

Research output: Contribution to journalArticle

Radio frequency identification (RFID)
Identification (control systems)
Electronic circuit tracking
Binary trees
Information use
2006
229 Citations (Scopus)

Adaptive binary splitting for efficient RFID tag anti-collision

Myung, J., Lee, W. & Srivastava, J., Mar 1 2006, In : IEEE Communications Letters. 10, 3, p. 144-146 3 p.

Research output: Contribution to journalArticle

Radio Frequency Identification
Radio frequency identification (RFID)
Collision
Binary
Arbitration
2005
3 Citations (Scopus)

Feature mining for prediction of degree of liver fibrosis.

Mayer, B. W., Rangwala, H. S., Gupta, R., Srivastava, J., Karypis, G., Kumar, V. & de Groen, P. C., 2005, In : AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 1 p.

Research output: Contribution to journalArticle

Computer-Assisted Diagnosis
Clinical Decision Support Systems
Liver Cirrhosis

QoS-aware admission control and dynamic resource provisioning framework in ubiquitous multimedia computing environments

Lee, W., Srivastava, J. & Sabata, B., Apr 1 2005, In : Journal of Supercomputing. 32, 1, p. 25-50 26 p.

Research output: Contribution to journalArticle

Admission Control
Access control
Quality of Service
Multimedia
Quality of service
2004
24 Citations (Scopus)
Web services
Work Flow
Web Services
Quality of service
Model
40 Citations (Scopus)

Blocking reduction strategies in hierarchical text classification

Sun, A., Lim, E. P., Ng, W. K. & Srivastava, J., Oct 1 2004, In : IEEE Transactions on Knowledge and Data Engineering. 16, 10, p. 1305-1308 4 p.

Research output: Contribution to journalArticle

Classifiers
Support vector machines
Experiments
344 Citations (Scopus)

Selecting the right objective measure for association analysis

Tan, P. N., Kumar, V. & Srivastava, J., Jun 1 2004, In : Information Systems. 29, 4, p. 293-313 21 p.

Research output: Contribution to journalArticle

Data mining
Social sciences
Standardization
Learning systems
Entropy
2003
Distributed Control
Military
Research laboratories
Access control
Resource Scheduling
2002
32 Citations (Scopus)

Efficient aggregation algorithms for compressed data warehouses

Li, J. & Srivastava, J., May 1 2002, In : IEEE Transactions on Knowledge and Data Engineering. 14, 3, p. 515-529 15 p.

Research output: Contribution to journalArticle

Data warehouses
Agglomeration
Processing
Cost functions
Program processors
13 Citations (Scopus)

Error spreading: A perception-driven approach to handling error in continuous media streaming

Varadarajan, S., Ngo, H. Q. & Srivastava, J., Feb 1 2002, In : IEEE/ACM Transactions on Networking. 10, 1, p. 139-152 14 p.

Research output: Contribution to journalArticle

Media streaming
Network protocols
Data communication systems
Redundancy
Internet
1 Citation (Scopus)

QoS-adaptive bandwidth scheduling in continuous media streaming

Lee, W., Srivastava, J. & Cha, H., Jun 15 2002, In : Information and Software Technology. 44, 9, p. 551-563 13 p.

Research output: Contribution to journalArticle

Media streaming
Quality of service
Access control
Scheduling
Bandwidth
2001
10 Citations (Scopus)

Algebraic QoS-based resource allocation model for competitive multimedia applications

Lee, W. & Srivastava, J., Feb 1 2001, In : Multimedia Tools and Applications. 13, 2, p. 197-212 16 p.

Research output: Contribution to journalArticle

Resource allocation
Quality of service

Normal forms and syntactic completeness proofs for functional independencies

Wijesekera, D., Ganesh, M., Srivastava, J. & Nerode, A., Sep 6 2001, In : Theoretical Computer Science. 266, 1-2, p. 365-405 41 p.

Research output: Contribution to journalArticle

Functional Dependency
Syntactics
Search engines
Normal Form
Completeness
2000
778 Citations (Scopus)

Automatic Personalization Based on Web Usage Mining

Mobasher, B., Cooley, R. & Srivastava, J., Aug 2000, In : Communications of the ACM. 43, 8, p. 142-151 10 p.

Research output: Contribution to journalArticle

Recommender systems
Scalability
2 Citations (Scopus)

Efficient Aggregation Algorithms on Very Large Compressed Data Warehouses

Li, J., Li, Y. & Srivastava, J., May 2000, In : Journal of Computer Science and Technology. 15, 3, p. 213-229 17 p.

Research output: Contribution to journalArticle

Data warehouses
Data Warehouse
Aggregation
Agglomeration
Multidimensional Data
1 Citation (Scopus)

Experiences with an Object Oriented Framework for Distributed Control Applications

Harinath, R., Srivastava, J., Richardson, J. & Foresti, M., Mar 1 2000, In : ACM Computing Surveys. 32, 1, 1 p.

Research output: Contribution to journalArticle

Distributed Control
Object-oriented
Experience
Framework
Design
3 Citations (Scopus)

QoS-based evaluation of file systems and distributed system services for continuous media provisioning

Lee, W., Su, D. & Srivastava, J., Jan 1 2000, In : Information and Software Technology. 42, 15, p. 1021-1035 15 p.

Research output: Contribution to journalArticle

Quality of service
Servers
Common object request broker architecture (CORBA)
Throughput
Network protocols
17 Citations (Scopus)

SMDP: Minimizing buffer requirements for continuous media servers

Won, Y. & Srivastava, J., Jan 1 2000, In : Multimedia Systems. 8, 2, p. 105-117 13 p.

Research output: Contribution to journalArticle

Servers
Data storage equipment
Scheduling
Costs
1999
43 Citations (Scopus)

Experimental evaluation of loss perception in continuous media

Wijesekera, D., Srivastava, J., Nerode, A. & Foresti, M., Nov 1 1999, In : Multimedia Systems. 7, 6, p. 486-499 14 p.

Research output: Contribution to journalArticle

Synchronization
Multimedia systems
Customer satisfaction
Quality of service
Defects
5 Citations (Scopus)

Investigating factors influencing QoS of Internet phone

Su, D., Srivastava, J. & Yao, J. H., 1999, In : International Conference on Multimedia Computing and Systems -Proceedings. 2, p. 541-546 6 p.

Research output: Contribution to journalArticle

Quality of service
Internet
Speech transmission
Scheduling algorithms
Time delay

Negotiated disk admission control in video streaming

Lee, W. & Srivastava, J., Oct 14 1999, In : Electronics Letters. 35, 21, p. 1810-1812 3 p.

Research output: Contribution to journalArticle

Video streaming
Access control
Servers
Scheduling algorithms
Telecommunication traffic
21 Citations (Scopus)

Strategic replication of video files in a distributed environment

Won, Y. & Srivastava, J., Jan 1 1999, In : Multimedia Tools and Applications. 8, 2, p. 249-283 35 p.

Research output: Contribution to journalArticle

Warehouses
Telecommunication networks
Costs
Scheduling algorithms
Servers