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

20042019
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Research Output 2004 2019

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Article
2019
2 Citations (Scopus)
110 Downloads (Pure)

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
Quantification
Social Networks
Model
Influence
Recommendations
2018
3 Citations (Scopus)

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

Sentiment Analysis
Polarity
Statistics
Mixture Model
Dirichlet
2017
5 Citations (Scopus)
252 Downloads (Pure)

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
Semantics
Electric grounding
Search engines
2014
18 Citations (Scopus)
293 Downloads (Pure)

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
Traffic congestion
Availability
Monitoring
2012
10 Citations (Scopus)

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

Information management
Electronic mail
Industry
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

Clustering algorithms
Decision trees
2010
4 Citations (Scopus)

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

Processing
Agglomeration
Costs
Experiments
2009
12 Citations (Scopus)

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

Servers
Agglomeration
Industry
User interfaces
Information technology
4 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

2007
7 Citations (Scopus)

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