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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.

Data mining Engineering & Materials Science
Crime Engineering & Materials Science
Costs Engineering & Materials Science
Geographic information systems Engineering & Materials Science
Planning Engineering & Materials Science
Intelligent vehicle highway systems Engineering & Materials Science
Remote sensing Engineering & Materials Science
Data structures Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2004 2023

Research Output 1987 2019

Actor-critic based deep reinforcement learning framework for energy management of extended range electric delivery vehicles

Wang, P., Li, Y., Shekhar, S. & Northrop, W. F., Jul 2019, Proceedings of the 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2019. Institute of Electrical and Electronics Engineers Inc., p. 1379-1384 6 p. 8868667. (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM; vol. 2019-July).

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

Energy management
Reinforcement learning
Electric vehicles
Hybrid vehicles
Learning algorithms

A deep reinforcement learning framework for energy management of extended range electric delivery vehicles

Wang, P., Li, Y., Shekhar, S. & Northrop, W., Jun 1 2019, 2019 IEEE Intelligent Vehicles Symposium, IV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1837-1842 6 p. 8813890. (IEEE Intelligent Vehicles Symposium, Proceedings; vol. 2019-June).

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

Energy Management
Energy management
Reinforcement learning
Reinforcement Learning
Electric vehicles
footprint
solar energy
Urban planning
urban planning
Solar energy

A nondeterministic normalization based scan statistic (NN-scan) towards robust hotspot detection: A summary of results

Xie, Y. & Shekhar, S., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 82-90 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Crime
Statistics
Approximation algorithms
Public health
Costs
2 Citations (Scopus)

Intelligent systems for geosciences: An essential research agenda

Gil, Y., Pierce, S. A., Babaie, H., Banerjee, A., Borne, K., Bust, G., Cheatham, M., Ebert-Uphoff, I., Gomes, C., Hill, M., Horel, J., Hsu, L., Kinter, J., Knoblock, C., Krum, D., Kumar, V., Lermusiaux, P., Liu, Y., North, C., Pankratius, V. & 8 others, Peters, S., Plale, B., Pope, A., Ravela, S., Restrepo, J., Ridley, A., Samet, H. & Shekhar, S., Jan 1 2019, In : Communications of the ACM. 62, 1, p. 76-84 9 p.

Research output: Contribution to journalReview article

Open Access
Intelligent systems
Earth (planet)