• Room 03.005 - Computer Science Building

    United Kingdom

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

Article

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)

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)
370 Downloads (Pure)

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)

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)

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)

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)
291 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)

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)

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)

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)
Book

Linking and Mining Heterogeneous and Multi-view Data

Padmanabhan, D. & Jurek-Loughrey, A., 28 Dec 2018, Springer. (Unsupervised and Semi-supervised Learning)

Research output: Book/ReportBook

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

Chapter

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

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 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

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

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

Chapter (peer-reviewed)

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)

Leveraging Heterogeneous Data for Fake News Detection

K, A., Gangan, M., Padmanabhan, D. & VL, L., Nov 2018, Linking and Mining Heterogeneous and Multi-view Data. Springer, p. 229-264

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

Open Access

Multi-View Clustering

Padmanabhan, D. & Jurek-Loughrey, A., Nov 2018, Linking and Mining Heterogeneous and Multi-view Data. P, D. & Jurek-Loughrey, A. (eds.). Springer, p. 27-53

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

Open Access

Semi-supervised and Unsupervised Approaches to Record Pairs Classification in Multi-Source Data Linkage

Jurek-Loughrey, A. & Padmanabhan, D., Nov 2018, Linking and Mining Heterogeneous and Multi-view Data. Springer, p. 55-78

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

Open Access

Whither Fair Clustering?

Padmanabhan, D., 08 Jul 2020, (Accepted) AI for Social Good: Harvard CRCS Workshop.

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

Conference contribution

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)

Clustering-based Query Routing in Cooperative Semi-structured Peer to Peer Networks

Alkhawaldeh, R. S., Jose, J. M. & Padmanabhan, D., 16 Jan 2017, Proceedings of the 28th International Conference on Tools with Artificial Intelligence (ICTAI 2016). Institute of Electrical and Electronics Engineers (IEEE), (International Conference on Tools with Artificial Intelligence (ICTAI) ).

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

Open Access
File
1 Citation (Scopus)
216 Downloads (Pure)

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)

Content and Context: Two-pronged Bootstrapped Learning for Regex-formatted Entity Extraction

Simoes, S., Padmanabhan, D., Sairamesh, M., Khemani, D. & Mehta, S., 02 Feb 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence (AAAI)

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

Open Access
File
1 Citation (Scopus)
201 Downloads (Pure)

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)

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

Distributed Representations for Arithmetic Word Problems

Somasundaram, S., Padmanabhan, D. & Sam Abraham, S., 11 Nov 2019, (Accepted) Proceedings of the Thirty-Fourth AAAI International Conference on Artificial Intelligence (AAAI-20). (Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)).

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

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)

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)

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)

Emotion Cognizance Improves Health Fake News Identification

K, A., Padmanabhan, D. & VL, L., 10 Jul 2020, (Accepted) IDEAS 2020 Conference. Association for Computing Machinery (ACM), (1111-1111 ).

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

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)

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)

Fairness in Clustering with Multiple Sensitive Attributes

Sam Abraham, S., Padmanabhan, D. & Sundaram, S. S., 31 Mar 2020, International Conference on Extending Database Technology: Proceedings. p. 287-298 12 p. (Advances in Database Technology: Proceedings).

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

Open Access
File
1 Citation (Scopus)
3 Downloads (Pure)

Fast Identification of Interesting Spatial Regions with Applications in Human Development Research

Duffy, C., P, D., Long, C., Kumar, M. S., Thorat, A. & Dubey, A., 09 Aug 2018, International Conference on Database and Expert Systems Applications: Proceedings. Springer, p. 408-416 9 p. (Lecture Notes in Computer Science; vol. 11030).

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

Open Access
File
62 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)
96 Downloads (Pure)

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)

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)

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)
1902 Downloads (Pure)

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)

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)
909 Downloads (Pure)

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)

Integrated Energy Management Framework for Environmentally Sustainable Energy Access

Pindoriya, N., Kiprakis, A., Ajay, C. K., Singh, S. N., Garg, D., Padmanabhan, D. & Thompson, J., 31 Dec 2018, 2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering, UPCON 2018. Wada, T., Yadav, D., Tiwari, A. N. & Kumar, B. (eds.). Institute of Electrical and Electronics Engineers Inc., 8596979

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

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)

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