Projects per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Engineering & Materials Science
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2007 2019
III: Small: MESH: A Hypergraph Analysis Engine for Under
Chandra, A., Srivastava, J. & Subbian, K.
9/1/14 → 8/31/19
Project: Research project
Social Support
Automated Detection of Precursors to Human-Automation In
Banerjee, A., Kumar, V., Srivastava, J. & Steinbach, M. S.
Nat'l Aeronautics & Space Admin. (NASA)
10/1/12 → 8/31/17
Project: Research project
Aviation
Automation
Ecosystem
Research
Tensors
Assays
Sampling
Ambulatory Care
Research Output 1986 2019
A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging
Aggarwal, K., Khadanga, S., Joty, S., Kazaglis, L. & Srivastava, J., 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. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sleep
Air
Recurrent neural networks
Convolution
Health
ML approach for early detection of sleep apnea treatment abandonment: A case study
Araujo, M., Bhojwani, R., Srivastava, J., Kazaglis, L. & Iber, C., Apr 23 2018, DH 2018 - Proceedings of the 2018 International Conference on Digital Health. Association for Computing Machinery, Vol. 2018-April. p. 75-79 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Health
Learning systems
Trajectories
Personnel
Sleep
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 journal › Article
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 journal › Article
Spreaders
rumor
Recurrent neural networks
twitter
Intelligent systems
Advanced computation of sparse precision matrices for big data
Baggag, A., Bensmail, H. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Cao, L., Shim, K., Lee, J-G., Kim, J., Moon, Y-S. & Lin, X. (eds.). Springer- Verlag, p. 27-38 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10235 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Covariance matrix
Method of multipliers
Alternating Direction Method
Positive Definiteness
Stopping Criterion