Deepak Padmanabhan

Research output

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

• 55 Conference contribution
• 12 Article
• 8 Chapter
• 7 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

• 2021

  On Efficient Large Maximal Biplex Discovery

  Yu, K., Long, C., P, D. & Chakraborty, T., 03 May 2021, (Early online date) In: IEEE Transactions on Knowledge and Data Engineering.

  Research output: Contribution to journal › Article › peer-review

  • Graph Mining 100%
  • Scalability 73%
  • Pruning 73%
  • Experimental Results 57%
  • Enumeration 53%

• 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%
  5 Downloads (Pure)

• 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%
  4 Downloads (Pure)

• 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%
  5 Downloads (Pure)

• Towards Richer Realizations of Holographic CBR

  Subramanian, R., Ganesan, D., Padmanabhan, D. & Chakraborti, S., 10 Jun 2021, (Accepted) 29th International Conference on Case-based Reasoning. (Lecture Notes in Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2020

  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
  21 Downloads (Pure)

• 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)

  163 Downloads (Pure)

• 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)

  42 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)

  41 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%
  46 Downloads (Pure)

• Modeling Implicit Communities from Geo-tagged Event Traces using Spatio-Temporal Point Processes

  Likhyani, A., Gupta, V., PK, S., Padmanabhan, D. & Bedathur, S., 18 Oct 2020, Web Information Systems Engineering – WISE 2020 21st International Conference, Amsterdam, The Netherlands, October 20–24, 2020, Proceedings, Part I: WISE 2020. Springer

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

  • Location based services 100%

• On Fairness and Interpretability

  Padmanabhan, D., V, S. & Jose, J., 08 Nov 2020, (Accepted). 4 p.

  Research output: Contribution to conference › Paper › peer-review

• 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)

  58 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%

• Unsupervised Fake News Detection: A Graph-based Approach

  Gangireddy, S. C., Padmanabhan, D., Long, C. & Chakraborty, T., Jul 2020, 31st ACM Conference on Hypertext and Social Media: Proceedings. Association for Computing Machinery (ACM), p. 75-83 9 p.

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

  Open Access

  File

  • Labeled data 100%
  • Seed 88%
  • Labeling 83%
  • Labels 72%
  12 Citations (Scopus)

  1104 Downloads (Pure)

• Whither Fair Clustering?

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

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  File

  • Unsupervised learning 100%
  • Machine learning 64%
  7 Downloads (Pure)
• 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 journal › Article › peer-review

  Open Access

  File

  • Social Networks 100%
  • Quantification 91%
  • Promotion 26%
  • Model 16%
  • Recommendations 13%
  5 Citations (Scopus)

  210 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)

  116 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%
  68 Downloads (Pure)
• 2018

  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)

  252 Downloads (Pure)

• Emotion-aware polarity lexicons for Twitter sentiment analysis

  Bandhakavi, A., Wiratunga, N., Massie, S. & Deepak, P., 11 Oct 2018, (Early online date) In: Expert Systems. e12332.

  Research output: Contribution to journal › Article › peer-review

  • Sentiment Analysis 100%
  • Emotion 71%
  • Polarity 64%
  • Sentiment analysis 57%
  • Corpus 20%
  1 Citation (Scopus)

• 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%
  77 Downloads (Pure)

• 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)

• 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)

  153 Downloads (Pure)

• 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 proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  • Curbs 100%
  • Fabrication 55%

• Linking and Mining Heterogeneous and Multi-view Data

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

  Research output: Book/Report › Book

• Multi-View Clustering

  Padmanabhan, D. & Jurek-Loughrey, A., Nov 2018, (Early online date) 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 proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  • Unsupervised learning 100%
  • Electric fuses 45%
  • Machine learning 32%

• 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 proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  • Data integration 100%
  • Terrorism 39%
  • National security 36%
  • Labeled data 34%
  • Data Analytics 32%

• 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%
  95 Downloads (Pure)
• 2017

  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)

  285 Downloads (Pure)

• Computing a similarity measure over moving object trajectories

  Deshpande, P., Padmanabhan, D., Raghavan, S., Ranu, S. & Telang, A., 2017, Patent No. US9747805B2, Priority date 31 Jul 2013

  Research output: Patent

• 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)

  139 Downloads (Pure)

• Leveraging Semantic Resources in Diversified Query Expansion

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

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electric grounding 26%
  • Search engines 24%
  11 Citations (Scopus)

  308 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 journal › Article › peer-review

  • Blogs 100%
  45 Citations (Scopus)

• 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)

  179 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%
  174 Downloads (Pure)

• 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)

• Unsupervised Separation of Transliterable and Native Words for Malayalam

  Padmanabhan, D., 21 Dec 2017, Proceedings of the 14th International Conference on Natural Language Processing (ICON 2017). p. 155-164 10 p.

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

  Open Access

  File

  • Text processing 100%
  • Probability distributions 76%
  58 Downloads (Pure)
• 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 proceeding › Chapter (peer-reviewed) › peer-review

  • Anomaly detection 100%
  • Statistics 72%
  • Data mining 47%
  • Weather forecasting 28%
  • Statistical tests 22%

• 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)

• 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%
  496 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)

  474 Downloads (Pure)

• Retrieval of relevant objects in a similarity

  Deshpande, P., Krishnapuram, R., Majumdar, D. & Padmanabhan, D., 2016, Patent No. US9286411B2, Priority date 25 Jun 2009

  Research output: Patent

• 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)

  454 Downloads (Pure)

• Supplementing structured information about entities with information from unstructured data sources

  Deshpande, P., Mohania, M., Murthy, K., Padmanabhan, D., Reed, J. & Schumacher, S., 2016, Patent No. US9251182B2, Priority date 29 May 2012

  Research output: Patent
• 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 proceeding › Chapter

  • Schematic diagrams 100%
  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 proceeding › Chapter

• 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 proceeding › Chapter

  • Agglomeration 100%

• 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)