Deepak Padmanabhan

Research output

Research output per year 2004 2012 2014 2015 2016 2017 2018 2020 2021 2022

• 57 Conference contribution
• 13 Article
• 8 Chapter
• 8 Patent
• 11 More
  • 5 Chapter (peer-reviewed)
  • 2 Book
  • 2 Other contribution
  • 1 Paper
  • 1 Featured article

Research output per year

Research output per year

Search results

• 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 proceeding › Conference contribution

  39 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 proceeding › Conference contribution

  Open Access

  File

  • Peer to peer networks 100%
  • Information retrieval 81%
  1 Citation (Scopus)

  298 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 proceeding › Conference 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, (Early online date) 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 proceeding › Conference contribution

  Open Access

  File
  1 Citation (Scopus)

  260 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 proceeding › Conference 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 proceeding › Conference contribution

• Distributed Representations for Arithmetic Word Problems

  Somasundaram, S., Padmanabhan, D. & Sam Abraham, S., 03 Apr 2020, 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 proceeding › Conference contribution

  Open Access

  File
  30 Downloads (Pure)

• 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 proceeding › Conference contribution
  23 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 proceeding › Conference contribution
  29 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 proceeding › Conference contribution
  6 Citations (Scopus)

• Emotion Cognizance Improves Health Fake News Identification

  K, A., Padmanabhan, D. & VL, L., 2020, IDEAS 2020 Conference: Proceedings. Association for Computing Machinery (ACM)

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Health 100%
  • Industry 9%
  1 Citation (Scopus)

  185 Downloads (Pure)

• 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 proceeding › Conference 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 proceeding › Conference contribution

  • Resource Selection 100%
  • Resources 10%
  • Query 9%
  • Routing 9%
  • Selection Model 9%
  1 Citation (Scopus)

• Exploring Thematic Coherence in Fake News

  Dogo, M. S., Padmanabhan, D. & Jurek-Loughrey, A., 25 Jul 2020, (Accepted) 8th International Workshop on News Recommendation and Analytics (INRA 2020). (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • coherence 100%
  • news 79%

• 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 proceeding › Conference contribution

  Open Access

  File

  • K-means clustering 100%
  8 Citations (Scopus)

  104 Downloads (Pure)

• Fair Outlier Detection

  P., D. & Sam Abraham, S., 21 Oct 2020, WISE: International Conference on Web Information Systems Engineering 2020. p. 447-462 (Lecture Notes in Computer Science ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Anomaly detection 100%
  • Degradation 9%
  3 Citations (Scopus)

  57 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 proceeding › Conference contribution

  Open Access

  File

  • Data storage equipment 100%
  86 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 proceeding › Conference contribution

  Open Access

  File

  • Glossaries 100%
  • Agglomeration 89%
  • Data storage equipment 62%
  4 Citations (Scopus)

  119 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 proceeding › Conference contribution

  • Data warehouses 100%
  • Association rules 94%
  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 proceeding › Conference contribution

  • Composite materials 100%
  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 proceeding › Conference contribution

  Open Access

  File
  13 Citations (Scopus)

  2119 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 proceeding › Conference 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 proceeding › Conference contribution

  Open Access

  File

  • Sampling 100%
  • Trajectories 99%
  • Experiments 10%
  69 Citations (Scopus)

  1231 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 proceeding › Conference contribution

  • Shopping centers 100%
  • Experiments 27%
  14 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 proceeding › Conference contribution

  • Energy management 100%
  • Renewable energy resources 78%
  • Energy 46%
  • Demand side management 41%
  • Energy management systems 38%
  1 Citation (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 proceeding › Conference 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 proceeding › Conference contribution
  1 Citation (Scopus)

• It pays to be Certain: Unsupervised Record Linkage via Ambiguity Minimization

  Jurek, A. & Padmanabhan, D., 17 Jun 2018, (Early online date) Advances in Knowledge Discovery and Data Mining. Springer, ( Lecture Notes in Computer Science ).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Labels 100%
  2 Citations (Scopus)

  166 Downloads (Pure)

• Latent Space Embedding for Retrieval in Question-Answer Archives

  Padmanabhan, D., Garg, D. & Shevade, S., 01 Sep 2017, Proceedings of the Conference on Empirical Methods in Natural Language Processing 2017. p. 866-874

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Deep learning 100%
  4 Citations (Scopus)

  155 Downloads (Pure)

• 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 proceeding › Conference contribution

  Open Access

  File

  • Sampling 100%
  • Data streams 48%
  • Big data 42%
  • Costs 18%
  534 Downloads (Pure)

• Local Connectivity in Centroid Clustering

  P., D., Aug 2020, IDEAS '20: Proceedings of the 24th Symposium on International Database Engineering & Applications. Association for Computing Machinery (ACM), p. 1–9 15

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Unsupervised learning 100%
  • Costs 33%
  59 Downloads (Pure)

• LoCaTe: Influence Quantification for Location Promotion in Location-based Social Networks

  Likhyani, A., Bedathur, S. & P., D., 05 Aug 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17). p. 2259-2265 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Experiments 52%
  7 Citations (Scopus)

  190 Downloads (Pure)

• LTRo: Learning to Route Queries in Clustered P2P IR

  Alkhawaldeh, R. S., Padmanabhan, D., Jose, J. M. & Yuan, F., 08 Apr 2017, LTRo: Learning to Route Queries in Clustered P2P IR. Springer, (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Learning to rank 100%
  • Information use 80%
  • Information retrieval 68%
  190 Downloads (Pure)

• MixKMeans: Clustering Question-Answer Archives

  Padmanabhan, D., 06 Nov 2016, Proceedings of the Conference on Empirical Methods in Natural Language Processing 2016. Association for Computing Machinery (ACM)

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  6 Citations (Scopus)

  502 Downloads (Pure)

• 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 proceeding › Conference contribution
  2 Citations (Scopus)

• Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach

  Sweeney, C. & Padmanabhan, D., 01 Jan 2017, International Conference on Recent Advances in Natural Language Processing: Meet Deep Learning, RANLP 2017 - Proceedings. Mitkov, R., Temnikova, I., Bontcheva, K., Nikolova, I. & Angelova, G. (eds.). Association for Computational Linguistics (ACL), Vol. 2017-September. p. 733-740 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sentiment analysis 100%
  • Feature extraction 69%
  • Embeddings (Algorithms) 54%
  • Machine learning 32%
  2 Citations (Scopus)

• On the Coherence of Fake News Articles

  Singh, I., P., D. & K, A., 02 Feb 2021, ECML PKDD 2020 Workshops. p. 591-607 (ECML PKDD Workshops).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Data Science 100%
  • Social sciences 93%
  • Data Analytics 81%
  16 Downloads (Pure)

• 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 proceeding › Conference contribution
  2 Citations (Scopus)

• 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 proceeding › Conference contribution

  • Search engines 100%
  4 Citations (Scopus)

• Ranking Online Reviews Based on TheirHelpfulness: An Unsupervised Approach

  Melleng, A., Jurek-Loughrey, A. & Padmanabhan, D., 01 Sep 2021, International Conference on Recent Advances in Natural Language Processing. p. 959–967 (RANLP 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Availability 100%
  • Internet 95%
  • Concretes 95%

• Representativity Fairness in Clustering

  Padmanabhan, D. P. & Sam Abraham, S., Jul 2020, 12TH ACM Web Science Conference 2020: Proceedings. Association for Computing Machinery (ACM), p. 202-211 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Decision making 100%
  2 Citations (Scopus)

  88 Downloads (Pure)

• ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences

  Ghoshal, S. S., Padmanabhan, D. & Jurek-Loughrey, A., 2020, 22nd International Conference on Information Integration and Web-based Applications and Services (iiWAS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Natural language processing systems 100%
  • Health 60%

• 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 proceeding › Conference contribution
  18 Citations (Scopus)

• Revisiting Fast and Slow Thinking in Case-Based Reasoning

  Kaurav, S., Ganesan, D., P, D. & Chakraborti, S., 21 Sep 2021, (Early online date) 29th International Conference on Case-based Reasoning. Springer, 15 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Case based reasoning 100%
  40 Downloads (Pure)

• Select, Link and Rank: Diversified Query Expansion and Entity Ranking using Wikipedia

  Krishnan, A., Padmanabhan, D., Ranu, S. & Mehta, S., 02 Nov 2016, 17th International Conference on Web Information Systems Engineering (WISE 2016). Springer, p. 157-173 17 p. (Lecture Notes in Computer Science; vol. 10041).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Electric grounding 100%
  • Search engines 94%
  4 Citations (Scopus)

  477 Downloads (Pure)

• Sentiment and Emotion based Text Representation for Fake Reviews Detection

  Melleng, A., Jurek-Loughrey, A. & Padmanabhan, D., 01 Sep 2019, RANLP 2019 RECENT ADVANCES IN NATURAL LANGUAGE PROCESSING. p. 750-757 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Sentiment analysis 100%
  • Machine learning 65%
  • Internet 61%
  • Industry 39%
  • Experiments 31%
  5 Citations (Scopus)

  157 Downloads (Pure)

• 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 proceeding › Conference contribution
  8 Citations (Scopus)

• Thinking Fast and Slow: A CBR Perspective

  Kaurav, S., Ganesan, D., Padmanabhan, D. & Chakraborti, S., 18 Apr 2021, (Early online date) The International FLAIRS Conference Proceedings, 34..

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Case based reasoning 100%
  • Decision making 48%
  • Machine learning 12%
  • Experiments 6%
  16 Downloads (Pure)

• Time Series Representation Learning Applications for Power Analytics

  Mathew, A., P, D., Bhadra, S., Pindoriya, N., Kiprakis, A. & Singh, S. N., 20 Dec 2019, 20th International Conference on Intelligent System Applications to Power Systems: Proceedings. IEEE , 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Time series 100%
  • Power generation 58%
  • Phase shift 24%
  • Metadata 22%
  74 Downloads (Pure)

• Topic-specific sentiment analysis can help identify political ideology

  Bhatia, S. & Padmanabhan, D., 31 Oct 2018, Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis. p. 79-84

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Sentiment analysis 100%
  • Experiments 31%
  102 Downloads (Pure)