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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
Data structures Engineering & Materials Science
Remote sensing Engineering & Materials Science

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Projects 2004 2023

Powertrains
Fuel economy
Physics

Research Output 1987 2019

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

Statistical tests
Approximation algorithms
Statistics
Crime
Public health

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 othersPeters, 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
Computer applications
Intelligent systems
Computer science
Earth (planet)

Transforming Smart Cities with Spatial Computing

Xie, Y., Gupta, J., Li, Y. & Shekhar, S., Feb 28 2019, 2018 IEEE International Smart Cities Conference, ISC2 2018. Institute of Electrical and Electronics Engineers Inc., 8656800. (2018 IEEE International Smart Cities Conference, ISC2 2018).

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

infrastructure
Site selection
property tax
energy production
Sewers

An unsupervised augmentation framework for deep learning based geospatial object detection: A summary of results

Xie, Y., Bhojwani, R., Shekhar, S. & Knight, J., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). Association for Computing Machinery, p. 349-358 10 p.

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

Object Detection
Augmentation
learning
Urban planning
agricultural management

A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets

Xie, Y., Bao, H., Shekhar, S. & Knight, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1344-1349 6 p. 8594992. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Remote sensing
Urban planning
Computational efficiency
Experiments