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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

2004

Context Disambiguation in Web Search Results

Padmanabhan, D., John, J. & Parameswaran, S., 2004, Proceedings of the IEEE International Conference on Web Services (ICWS'04), June 6-9, 2004, San Diego, California, USA.. p. 700-707 8 p.

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

2 Citations (Scopus)
2006

Applying Machine Learning Methods to Text Corpora and Case Bases

Subramoniam, P. D., May 2006, Indian Institute of Technology Madras.

Research output: Other contribution

File
149 Downloads (Pure)
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)

Optimizing on Mobile Usage Cost for the Lower Income Group: Insights and Recommendations

Padmanabhan, D. & Bhamidipaty, A., 2007, Proceedings of the 11th IFIP TC13 International Conference on Human-Computer Interaction 2007. p. 339-342 4 p.

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

2 Citations (Scopus)

SymAB : Symbol-Based Address Book for the Semi-literate Mobile User

Bhamidipaty, A. & Padmanabhan, D., 2007, Proceedings of the 11th IFIP TC13 International Conference on Human-Computer Interaction 2007. p. 398-392 4 p.

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

8 Citations (Scopus)
2008

Efficient online top-K retrieval with arbitrary similarity measures

Deshpande, P., Padmanabhan, D. & Kummamuru, K., 2008, EDBT 2008, 11th International Conference on Extending Database Technology, Nantes, France. p. 356-367 12 p.

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

18 Citations (Scopus)

Intelligent user assistance for cost effective usage of mobile phone

Padmanabhan, D., Bhamidipaty, A. & Challa, S., 2008, Proceedings of the 2008 International Conference on Intelligent User Interfaces, January 13-16, 2008, Gran Canaria, Canary Islands, Spain.. p. 317-320 4 p.

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

1 Citation (Scopus)

Unsupervised segmentation of conversational transcripts

Kummamuru, K., Padmanabhan, D., Roy, S. & Subramaniam, LV., 2008, Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA. p. 834-845 12 p.

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

5 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)

CAESAR: A Context-Aware, Social Recommender System for Low-End Mobile Devices

Ramaswamy, L., Padmanabhan, D., Polavarapu, R., Gunasekhara, K., Garg, D., Visweswariah, K. & Kalyanaraman, S., 2009, MDM 2009, Tenth International Conference on Mobile Data Management, Taipei, Taiwan, 18-20 May 2009.. p. 338-347 10 p.

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

36 Citations (Scopus)

Efficient skyline retrieval with arbitrary similarity measures

Padmanabhan, D., Deshpande, P., Majumdar, D. & Krishnapuram, R., 2009, EDBT 2009, 12th International Conference on Extending Database Technology, Saint Petersburg, Russia, March 24-26, 2009, Proceedings.. p. 1052-1063 12 p.

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

6 Citations (Scopus)

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

Balachandran, V., Padmanabhan, D. & Khemani, D., 2009, Proceedings of the ACM Conference on Information and Knowledge Management 2009. p. 1773-1776 4 p.

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

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)
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)
2011

Digital Documentation of Excavation Data: Pattanam Archeological Research

Padmanabhan, D., GK, S. & Cherian, PJ., 2011, 1st International Conference of the International Association of Asian Heritage (IAAH), Colombo, Sri Lanka, April 7-8, 2011.

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

Efficient Reverse Skyline Retrieval with Arbitrary Non-Metric Similarity Measures

Deshpande, P. & Padmanabhan, D., 2011, EDBT 2011, 14th International Conference on Extending Database Technology, Uppsala, Sweden. p. 319-330 12 p.

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

27 Citations (Scopus)

Fast Rule Mining over Multi-dimensional Windows

Das, M., Padmanabhan, D., Deshpande, P. & Kannan, R., 2011, Proceedings of the Eleventh SIAM International Conference on Data Mining, SDM 2011. p. 582-593 12 p.

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

3 Citations (Scopus)

More or Better: On Trade-offs in Compacting Textual Problem Solution Repositories

Padmanabhan, D., Chakraborti, S. & Khemani, D., 2011, Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011. . p. 2321-2324 4 p.

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

2 Citations (Scopus)
2012

Configurable and Extensible Multi-flows for Providing Analytics as a Service on the Cloud

Padmanabhan, D., Deshpande, P. & Murthy, K., 2012, 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012. p. 1-10 10 p.

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

7 Citations (Scopus)

'Correcting' SMS Text Automatically (Cover Story)

Padmanabhan, D. & Subramaniam, LV., 2012, CSI Communications (Computer Society of India).

Research output: Contribution to specialist publicationFeatured article

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)

Finding Relevant Tweets

Padmanabhan, D. & Chakraborti, S., 2012, Web-Age Information Management - 13th International Conference, WAIM 2012, Harbin, China, August 18-20, 2012. Proceedings.. p. 228-240 13 p.

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

3 Citations (Scopus)

Improving Recall of Regular Expressions for Information Extraction

Murthy, K., Padmanabhan, D. & Deshpande, P., 2012, Web Information Systems Engineering - WISE 2012 - 13th International Conference, Paphos, Cyprus, November 28-30, 2012. Proceedings.. p. 455-467 13 p.

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

13 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)

Method of analyzing conversational transcripts

Padmanabhan, D. & Kummamuru, K., 2012, IPC No. G06F17/30746, Patent No. US8135579B2

Research output: Patent

Retrieving Similar Discussion Forum Threads: A Structure based Approach

Singh, A., Padmanabhan, D. & Raghu, D., 2012, The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012.. p. 135-144 10 p.

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

16 Citations (Scopus)

Two-part Segmentation of Text Documents

Padmanabhan, D., Visweswariah, K., Wiratunga, N. & Sani, S., 2012, 21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012.. p. 793-802 10 p.

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

5 Citations (Scopus)
2013

Query Suggestions for Textual Problem Solution Repositories

Padmanabhan, D., Chakraborti, S. & Khemani, D., 2013, Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings.. p. 569-581 13 p.

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

4 Citations (Scopus)

Systems and methods for dynamically reconfiguring predictive analytics within workflows using selective user feedback

Deshpande, P., Murthy, K., Padmanabhan, D. & Venkatacheliah, G., 2013, IPC No. G06Q10/0633, Patent No. US8494995B2

Research output: Patent

2014

Classification of an electronic document

Agarwal, S., Deshpande, P., Mohania, M., Murthy, K. & Padmanabhan, D., 2014, IPC No. G06F21/62, Patent No. US8863301B2

Research output: Patent

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)

Fast Mining of Interesting Phrases from Subsets of Text Corpora

Padmanabhan, D., Dey, A. & Majumdar, D., 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology Athens, Greece, March 24-28, 2014 Proceedings. Amer-Yahia, S. & al., E. (eds.). Open Proceedings, p. 193-204 12 p.

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

Open Access
File
2 Citations (Scopus)
97 Downloads (Pure)

Generating a Word-Emotion Lexicon from #Emotional Tweets

Bandhakavi, A., Wiratunga, N., Padmanabhan, D. & Massie, S., 2014, Proceedings of the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014). *SEM 2014 Organising Committee, p. 12-21 10 p.

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

Open Access
File
9 Citations (Scopus)
1908 Downloads (Pure)
Open Access
File
139 Downloads (Pure)

Unsupervised Solution Post Identification from Discussion Forums

Padmanabhan, D. & Visweswariah, K., 2014, Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, p. 155-164 10 p.

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

Open Access
File
6 Citations (Scopus)
129 Downloads (Pure)
2015

Advanced operators for similarity search

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 55-89 35 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Citations (Scopus)

Categorizing operators

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 33-53 21 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

Common similarity search operators

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 19-32 14 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

Entity Linking for Web Search Queries

Padmanabhan, D., Ranu, S., Banerjee, P. & Mehta, S., 2015, Advances in Information Retrieval: 37th European Conference on IR Research, ECIR 2015, Vienna, Austria, March 29 - April 2, 2015. Proceedings.. Hanbury, A., Kazai, G., Rauber, A. & Fuhr, N. (eds.). Springer International Publishing Switzerland, Vol. 9022. p. 394-399 6 p. (Lecture Notes in Computer Science; vol. 9022).

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

4 Citations (Scopus)

Fundamentals of similarity search

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 13-18 6 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

Indexing and matching trajectories under inconsistent sampling rates

Ranu, S., Padmanabhan, D., Telang, A. D., Deshpande, P. & Raghavan, S., Apr 2015, Proceedings of the 2015 IEEE 31st International Conference on Data Engineering, ICDE 2015. Institute of Electrical and Electronics Engineers (IEEE), p. 999-1010 12 p.

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

Open Access
File
48 Citations (Scopus)
919 Downloads (Pure)

Indexing for similarity search operators

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 91-103 13 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

Inferring and Exploiting Categories for Next Location Prediction

Likhyani, A., Padmanabhan, D., Bedathur, S. & Mehta, S., 2015, Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015: Companion Volume. . ACM, p. 65-66 2 p.

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

13 Citations (Scopus)

Introduction

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 1-12 12 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

Operators for Similarity Search: Semantics, Techniques and Usage Scenarios

Padmanabhan, D. & Deshpande, P. M., 31 Aug 2015, Springer International Publishing Switzerland. 115 p. (SpringerBriefs in Computer Science)

Research output: Book/ReportBook

System and method for example based targeted marketing

Almeida, N., Basak, J., Krishnapuram, R., Majumdar, D., Padmanabhan, D. & Visweswariah, K., 2015, IPC No. G06Q30/02, Patent No. US9129292B2

Research output: Patent

The road ahead

Deepak, P. & Deshpande, P. M., 01 Jan 2015, SpringerBriefs in Computer Science. 9783319212562 ed. Springer, p. 105-113 9 p. (SpringerBriefs in Computer Science; no. 9783319212562).

Research output: Chapter in Book/Report/Conference proceedingChapter

2016

Anomaly Detection for Data with Spatial Attributes

Padmanabhan, D., 03 Feb 2016, (Accepted) Unsupervised Learning Algorithms. Celebri, M. E. & Aydin, K. (eds.). Springer International Publishing Switzerland

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Evaluating Document Retrieval Methods for Resource Selection in Clustered P2P IR

Alkhawaldeh, R. S., Jose, J. M. & Padmanabhan, D., 28 Oct 2016, CIKM '16 Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2073-2076 4 p.

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

1 Citation (Scopus)

Leveraging Stratification in Twitter Sampling

Joshi, V., Padmanabhan, D. & Subramaniam, LV., 02 Sep 2016, ECAI 2016. IOS Press, Vol. 285. p. 1212-1220 9 p. (Frontiers in Artificial Intelligence and Applications).

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

Open Access
File
345 Downloads (Pure)