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Accepting PhD Students

PhD projects

Fairness in Machine Learning; Responsible AI; Ethical AI for the Government and Public Sector

20042020

Research output per year

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Research Output

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Article
2019

Location-Specific Influence Quantification in Location-based Social Networks

Likhyani, A., Bedathur, S. & Padmanabhan, D., 01 Apr 2019, In : ACM Transactions on Intelligent Systems and Technology. 10, 3, 28 p., 23.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
157 Downloads (Pure)
2018

Emotion-aware polarity lexicons for Twitter sentiment analysis

Bandhakavi, A., Wiratunga, N., Massie, S. & Deepak, P., 11 Oct 2018, In : Expert Systems. e12332.

Research output: Contribution to journalArticle

3 Citations (Scopus)
2017

Leveraging Semantic Resources in Diversified Query Expansion

Krishnan, A., Padmanabhan, D., Ranu, S. & Mehta, S., 05 Jun 2017, In : World Wide Web. p. 1-27

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
292 Downloads (Pure)

Lexicon Generation for Emotion Detection from Text

Bandhakavi, A., Wiratunga, N., Massie, S. & Padmanabhan, D., 13 Feb 2017, In : IEEE Intelligent Systems. 32, 1, p. 102-108 7 p.

Research output: Contribution to journalArticle

32 Citations (Scopus)
2014

Detecting localized homogeneous anomalies over spatio-temporal data

Telang, A., Deepak, P., Joshi, S., Deshpande, P. & Rajendran, R., Sep 2014, In : Data Mining and Knowledge Discovery. 28, 5, p. 1480-1502 23 p.

Research output: Contribution to journalArticle

Open Access
File
18 Citations (Scopus)
371 Downloads (Pure)
2012

Exploiting evidence from unstructured data to enhance master data management

Murthy, K., Deshpande, P., Dey, A., Halasipuram, R., Mohania, M., Padmanabhan, D., Reed, J. & Schumacher, S., 2012, In : Proceedings of the VLDB Endowment. 5, 12, p. 1862-1873 12 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Interpretable and Reconfigurable Clustering of Document Datasets by Deriving Word-based Rules

Balachandran, V., Padmanabhan, D. & Khemani, D., 2012, In : Knowledge and Information Systems. 32, 3, p. 475-503 29 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)
2010

Efficient RkNN Retrieval with Arbitrary Non-Metric Similarity Measures

Padmanabhan, D. & Deshpande, P., 2010, In : Proceedings of the VLDB Endowment. 3, 1, p. 1243-1254 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2009

A service delivery platform for server management services

Lenchner, J., Rosu, D., Velasquez, N. F., Guo, S., Christiance, K., DeFelice, D., Deshpande, P. M., Kummamuru, K., Kraus, N., Luan, L. Z., Majumdar, D., McLaughlin, M., Ofek-Koifman, S., P, D., Perng, C. S., Roitman, H., Ward, C. & Young, J., 01 Jan 2009, In : IBM Journal of Research and Development. 53, 6

Research output: Contribution to journalArticle

12 Citations (Scopus)

Unsupervised segmentation of conversational transcripts

Padmanabhan, D., Kummamuru, K., Roy, S. & Subramaniam, LV., 2009, In : Statistical Analysis and Data Mining. 2, 4, p. 231-245 15 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2007

Mining Conversational Text for Procedures with Applications in Contact Centers

Padmanabhan, D. & Kummamuru, K., 2007, In : International Journal on Document Analysis and Recognition (IJDAR). 10, 3-4, p. 227-238 12 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)