• 2227 Citations
  • 26 h-Index
19982019

Research output per year

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Research Output

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Article
2019

Incremental commute time and its online applications

Khoa, N. L. D., Wang, Y. & Chawla, S., 1 Apr 2019, In : Pattern Recognition. 88, p. 101-112 12 p.

Research output: Contribution to journalArticle

2018

GTΔ: Detecting temporal changes in group stochastic processes

Toth, E. & Chawla, S., 1 Jul 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 4, a39.

Research output: Contribution to journalArticle

Optimizing non-decomposable measures with deep networks

Sanyal, A., Kumar, P., Kar, P., Chawla, S. & Sebastiani, F., 2 Jul 2018, (Accepted/In press) In : Machine Learning. p. 1-24 24 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Sparse Feature Attacks in Adversarial Learning

Yin, Z., Wang, F., Liu, W. & Chawla, S., 6 Jan 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

8 Citations (Scopus)
2017

App Miscategorization Detection: A Case Study on Google Play

Surian, D., Seneviratne, S., Seneviratne, A. & Chawla, S., 1 Aug 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1591-1604 14 p., 7885558.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Classification of passes in football matches using spatiotemporal data

Chawla, S., Estephan, J., Gudmundsson, J. & Horton, M., 1 Jul 2017, In : ACM Transactions on Spatial Algorithms and Systems. 3, 2, 6.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Lagrangian relaxations for multiple network alignment

Malmi, E., Chawla, S. & Gionis, A., 1 Sep 2017, In : Data Mining and Knowledge Discovery. 31, 5, p. 1331-1358 28 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2016

A Bayesian Perspective on Early Stage Event Prediction in Longitudinal Data

Fard, M., Wang, P., Chawla, S. & Reddy, C., 2016, In : IEEE Transactions on Knowledge and Data Engineering. PP, 99, 7564399.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Eigenvector dynamics under perturbation of modular networks

Sarkar, S., Chawla, S., Robinson, P. A. & Fortunato, S., 20 Jun 2016, In : Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 93, 6, 062312.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2015

A scalable approach to spectral clustering with SDD solvers

Khoa, N. L. D. & Chawla, S., 2015, In : Journal of Intelligent Information Systems. 44, 2, p. 289-308 20 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
2013

On detection of emerging anomalous traffic patterns using GPS data

Pang, L. X., Chawla, S., Liu, W. & Zheng, Y., Sep 2013, In : Data and Knowledge Engineering. 87, p. 357-373 17 p.

Research output: Contribution to journalArticle

82 Citations (Scopus)
2012

Data = Normal + Anomalous + Noise

Chawla, S., 2012, In : Unknown Journal. 134, p. 3 1 p.

Research output: Contribution to journalArticle

Density-preserving projections for large-scale local anomaly detection

de Vries, T., Chawla, S. & Houle, M. E., Jul 2012, In : Knowledge and Information Systems. 32, 1, p. 25-52 28 p.

Research output: Contribution to journalArticle

40 Citations (Scopus)
2011

Robust record linkage blocking using suffix arrays and bloom filters

De Vries, T., Ke, H., Chawla, S. & Christen, P., Feb 2011, In : ACM Transactions on Knowledge Discovery from Data. 5, 2, 9.

Research output: Contribution to journalArticle

17 Citations (Scopus)
2010

Mining adversarial patterns via regularized loss minimization

Liu, W. & Chawla, S., Oct 2010, In : Machine Learning. 81, 1, p. 69-83 15 p.

Research output: Contribution to journalArticle

26 Citations (Scopus)

Outlier detection special issue

Chawla, S., Hand, D. & Dhar, V., Mar 2010, In : Data Mining and Knowledge Discovery. 20, 2, p. 189-190 2 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Preface to the 5th international workshop on Spatial and Spatio-Temporal Data Mining (SSTDM-10: http://www.ornl.gov/sci/ knowledgediscovery/sstdm-10/)

Vatsavai, R. R., Chawla, S., Duckham, M., Shekhar, S. & Agouris, P., 2010, In : Unknown Journal. 5693479.

Research output: Contribution to journalArticle

2009

Association rules network: Definition and applications

Pandey, G., Chawla, S., Poon, S., Arunasalam, B. & Davis, J. G., Mar 2009, In : Statistical Analysis and Data Mining. 1, 4, p. 260-279 20 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)
2008

Mining spatio-temporal patterns in object mobility databases

Verhein, F. & Chawla, S., Feb 2008, In : Data Mining and Knowledge Discovery. 16, 1, p. 5-38 34 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)
2007

High-confidence rule mining for microarray analysis

Mcintosh, T. & Chawla, S., Oct 2007, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 4, 4, p. 611-623 13 p.

Research output: Contribution to journalArticle

41 Citations (Scopus)
2006

SLOM: A new measure for local spatial outliers

Chawla, S. & Sun, P., Apr 2006, In : Knowledge and Information Systems. 9, 4, p. 412-429 18 p.

Research output: Contribution to journalArticle

71 Citations (Scopus)
2003

Object-based directional query processing in spatial databases

Liu, X., Shekhar, S. & Chawla, S., Mar 2003, In : IEEE Transactions on Knowledge and Data Engineering. 15, 2, p. 295-304 10 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)
2002

Efficient join-index-based spatial-join processing: A clustering approach

Shekhar, S., Lu, C. T., Chawla, S. & Ravada, S., Nov 2002, In : IEEE Transactions on Knowledge and Data Engineering. 14, 6, p. 1400-1421 22 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Spatial contextual classification and prediction models for mining geospatial data

Shekhar, S., Schrater, P. R., Vatsavai, R. R., Wu, W. & Chawla, S., Jun 2002, In : IEEE Transactions on Multimedia. 4, 2, p. 174-188 15 p.

Research output: Contribution to journalArticle

98 Citations (Scopus)
2000

Application of optimal control theory to bioremediation

Chawla, S. & Lenhart, S. M., 15 Jan 2000, In : Journal of Computational and Applied Mathematics. 114, 1, p. 81-102 22 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
1999

A minmax problem for parabolic systems with competitive interactions

Chawla, S., 13 Dec 1999, In : Electronic Journal of Differential Equations. 1999, p. 1-18 18 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

An object model of direction and its implications

Shekhar, S., Liu, X. & Chawla, S., 1999, In : GeoInformatica. 3, 4, p. 357-379 23 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Spatial databases accomplishments and research needs

Shekhar, S., Chawla, S., Ravada, S., Fetterer, A., Liu, X. & Lu, C. T., 1999, In : IEEE Transactions on Knowledge and Data Engineering. 11, 1, p. 45-55 11 p.

Research output: Contribution to journalArticle

117 Citations (Scopus)