Research Output per year
Research Output
2020
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
1
Downloads
(Pure)
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
Unsupervised Fake News Detection: A Graph-based Approach
Gangireddy, S. C., Padmanabhan, D., Long, C. & Chakraborty, T., 28 May 2020, (Accepted) Unsupervised Fake News Detection: A Graph-based Approach: 31st ACM Conference on Hypertext and Social Media. Association for Computing Machinery (ACM)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2019
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 proceeding › Conference contribution
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
Open Access
File
2
Citations
(Scopus)
147
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
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
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, 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)
197
Downloads
(Pure)
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 journal › Article
3
Citations
(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
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., 8596979Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
It pays to be Certain: Unsupervised Record Linkage via Ambiguity Minimization
Jurek, A. & Padmanabhan, D., 17 Jun 2018, 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
71
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. 229-264Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
Open Access
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/Report › Book
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. 27-53Research output: Chapter in Book/Report/Conference proceeding › Chapter (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. 55-78Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
Open Access
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. 79-84Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
76
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
1
Citation
(Scopus)
214
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 2013Research 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. 866-874Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
File
2
Citations
(Scopus)
124
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. 1-27Research output: Contribution to journal › Article
Open Access
File
7
Citations
(Scopus)
287
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
30
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
3
Citations
(Scopus)
176
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
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
1
Citation
(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
30
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 SwitzerlandResearch output: Chapter in Book/Report/Conference proceeding › Chapter (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 proceeding › Conference 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 proceeding › Conference contribution
Open Access
File
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
5
Citations
(Scopus)
402
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 2009Research 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
3
Citations
(Scopus)
356
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 2012Research 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
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
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)
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 proceeding › Chapter
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 proceeding › Conference contribution
Open Access
File
48
Citations
(Scopus)
885
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 proceeding › Chapter
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
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 proceeding › Chapter
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/Report › Book
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. US9129292B2Research 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 proceeding › Chapter
2014
Classification of an electronic document
Agarwal, S., Deshpande, P., Mohania, M., Murthy, K. & Padmanabhan, D., 2014, IPC No. G06F21/62, Patent No. US8863301B2Research 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 journal › Article
Open Access
File
18
Citations
(Scopus)
357
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
2
Citations
(Scopus)
96
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 proceeding › Conference contribution
Open Access
File
8
Citations
(Scopus)
1854
Downloads
(Pure)
Knowledge Management Techniques to Augment Textual CBR (PhD Thesis)
Padmanabhan, D., Mar 2014Research output: Other contribution
Open Access
File
133
Downloads
(Pure)