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Shivakumar Vaithyanathan
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2020 – today
- 2024
- [i3]Akash V. Maharaj, Kun Qian, Uttaran Bhattacharya, Sally Fang, Horia Galatanu, Manas Garg, Rachel Hanessian, Nishant Kapoor, Ken Russell, Shivakumar Vaithyanathan, Yunyao Li:
Evaluation and Continual Improvement for an Enterprise AI Assistant. CoRR abs/2407.12003 (2024)
2010 – 2019
- 2018
- [r2]Laura Chiticariu, Marina Danilevsky, Howard Ho, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu:
Web Information Extraction. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j9]Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan
, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu:
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 10(12): 1965-1968 (2017) - 2016
- [c35]Shivakumar Vaithyanathan:
Building Industry-specific Knowledge Bases. CIKM 2016: 205-206 - 2015
- [c34]Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu:
Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. ACL (1) 2015: 397-407 - 2014
- [j8]Matthias Boehm, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen, Yuanyuan Tian, Douglas Burdick, Shivakumar Vaithyanathan:
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. 7(7): 553-564 (2014) - [e1]Rajasekar Krishnamurthy, Louiqa Raschid, Shivakumar Vaithyanathan:
Proceedings of the International Workshop on Data Science for Macro-Modeling, DSMM'14, Snowbird, UT, USA, June 22-27, 2014. ACM 2014, ISBN 978-1-4503-3012-1 [contents] - 2013
- [i2]Shivakumar Vaithyanathan, Byron Dom:
Model-Based Hierarchical Clustering. CoRR abs/1301.3899 (2013) - 2012
- [c33]Shivakumar Vaithyanathan:
The value of social media data in enterprise applications. SIGMOD Conference 2012: 755-756 - 2011
- [j7]Douglas Burdick, Mauricio A. Hernández, Howard Ho, Georgia Koutrika, Rajasekar Krishnamurthy, Lucian Popa, Ioana Stanoi, Shivakumar Vaithyanathan, Sanjiv R. Das:
Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study. IEEE Data Eng. Bull. 34(3): 60-67 (2011) - [c32]Shivakumar Vaithyanathan:
The Power of Declarative Languages: From Information Extraction to Machine Learning. BTW 2011: 23 - [c31]Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan:
SystemML: Declarative machine learning on MapReduce. ICDE 2011: 231-242 - [c30]Daisy Zhe Wang, Long Wei, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan:
Selectivity estimation for extraction operators over text data. ICDE 2011: 685-696 - [c29]Ronald Fagin, Benny Kimelfeld, Yunyao Li, Sriram Raghavan, Shivakumar Vaithyanathan:
Rewrite rules for search database systems. PODS 2011: 271-282 - [c28]Laura Chiticariu, Vivian Chu, Sajib Dasgupta, Thilo W. Goetz, Howard Ho, Rajasekar Krishnamurthy, Alexander Lang, Yunyao Li, Bin Liu, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu:
The SystemT IDE: an integrated development environment for information extraction rules. SIGMOD Conference 2011: 1291-1294 - 2010
- [c27]Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan:
SystemT: An Algebraic Approach to Declarative Information Extraction. ACL 2010: 128-137 - [c26]Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan:
Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks. EMNLP 2010: 1002-1012 - [c25]Ronald Fagin, Benny Kimelfeld, Yunyao Li, Sriram Raghavan, Shivakumar Vaithyanathan:
Understanding queries in a search database system. PODS 2010: 273-284 - [c24]Sreeram Balakrishnan, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey S. Pierce, Lucian Popa, Christine Robson, Lei Shi, Ioana Roxana Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang:
Midas: integrating public financial data. SIGMOD Conference 2010: 1187-1190
2000 – 2009
- 2009
- [j6]Kevin S. Beyer, Vuk Ercegovac, Rajasekar Krishnamurthy, Sriram Raghavan, Jun Rao, Frederick Reiss, Eugene J. Shekita, David E. Simmen, Sandeep Tata, Shivakumar Vaithyanathan, Huaiyu Zhu:
Towards a Scalable Enterprise Content Analytics Platform. IEEE Data Eng. Bull. 32(1): 28-35 (2009) - [c23]Eirinaios Michelakis, Rajasekar Krishnamurthy, Peter J. Haas, Shivakumar Vaithyanathan:
Uncertainty management in rule-based information extraction systems. SIGMOD Conference 2009: 101-114 - [r1]Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu:
Web Information Extraction. Encyclopedia of Database Systems 2009: 3473-3478 - 2008
- [j5]Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu:
SystemT: a system for declarative information extraction. SIGMOD Rec. 37(4): 7-13 (2008) - [c22]Yunyao Li, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, H. V. Jagadish:
Regular Expression Learning for Information Extraction. EMNLP 2008: 21-30 - [c21]Frederick Reiss, Sriram Raghavan, Rajasekar Krishnamurthy, Huaiyu Zhu, Shivakumar Vaithyanathan:
An Algebraic Approach to Rule-Based Information Extraction. ICDE 2008: 933-942 - 2007
- [j4]Douglas Burdick, Prasad M. Deshpande, T. S. Jayram, Raghu Ramakrishnan, Shivakumar Vaithyanathan:
OLAP over uncertain and imprecise data. VLDB J. 16(1): 123-144 (2007) - [c20]Douglas Burdick, AnHai Doan, Raghu Ramakrishnan, Shivakumar Vaithyanathan:
OLAP over Imprecise Data with Domain Constraints. VLDB 2007: 39-50 - [c19]Huaiyu Zhu, Sriram Raghavan, Shivakumar Vaithyanathan, Alexander Löser
Navigating the intranet with high precision. WWW 2007: 491-500 - 2006
- [j3]T. S. Jayram, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu:
Avatar Information Extraction System. IEEE Data Eng. Bull. 29(1): 40-48 (2006) - [c18]Yunyao Li, Rajasekar Krishnamurthy, Shivakumar Vaithyanathan, H. V. Jagadish:
Getting work done on the web: supporting transactional queries. SIGIR 2006: 557-564 - [c17]Eser Kandogan, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu:
Avatar semantic search: a database approach to information retrieval. SIGMOD Conference 2006: 790-792 - [c16]AnHai Doan, Raghu Ramakrishnan, Shivakumar Vaithyanathan:
Managing information extraction: state of the art and research directions. SIGMOD Conference 2006: 799-800 - [c15]Douglas Burdick, Prasad M. Deshpande, T. S. Jayram, Raghu Ramakrishnan, Shivakumar Vaithyanathan:
Efficient Allocation Algorithms for OLAP Over Imprecise Data. VLDB 2006: 391-402 - 2005
- [c14]David Gondek, Shivakumar Vaithyanathan, Ashutosh Garg:
Clustering with Model-level Constraints. SDM 2005: 126-137 - [c13]Douglas Burdick, Prasad Deshpande, T. S. Jayram, Raghu Ramakrishnan, Shivakumar Vaithyanathan:
OLAP Over Uncertain and Imprecise Data. VLDB 2005: 970-981 - 2004
- [c12]Philip Beineke, Trevor Hastie, Shivakumar Vaithyanathan:
The Sentimental Factor: Improving Review Classification Via Human-Provided Information. ACL 2004: 263-270 - [c11]Ashutosh Garg, Sreeram Balakrishnan, Shivakumar Vaithyanathan:
Asynchronous HMM with applications to speech recognition. ICASSP (1) 2004: 1009-1012 - [c10]Ashutosh Garg, T. S. Jayram, Shivakumar Vaithyanathan, Huaiyu Zhu:
Generalized Opinion Pooling. AI&M 2004 - 2003
- [c9]Huaiyu Zhu, Shivakumar Vaithyanathan, Mahesh V. Joshi:
Topic Learning from Few Examples. PKDD 2003: 483-494 - 2002
- [c8]Bo Pang, Lillian Lee
Thumbs up? Sentiment Classification using Machine Learning Techniques. EMNLP 2002: 79-86 - [i1]Bo Pang, Lillian Lee, Shivakumar Vaithyanathan:
Thumbs up? Sentiment Classification using Machine Learning Techniques. CoRR cs.CL/0205070 (2002) - 2001
- [c7]Alex Cozzi, Myron Flickner, Jianchang Mao, Shivakumar Vaithyanathan:
A Comparison of Classifiers for Real-Time Eye Detection. ICANN 2001: 993-999 - 2000
- [c6]Shivakumar Vaithyanathan, Byron Dom:
Hierarchical Unsupervised Learning. ICML 2000: 1039-1046 - [c5]Shivakumar Vaithyanathan, Jianchang Mao, Byron Dom:
Hierarchical Bayes for Text Classification. PRICAI Workshop on Text and Web Mining 2000: 36-43 - [c4]Shivakumar Vaithyanathan, Byron Dom:
Model-Based Hierarchical Clustering. UAI 2000: 599-608
1990 – 1999
- 1999
- [j2]Shivakumar Vaithyanathan:
Introduction: Data Mining on the Internet. Artif. Intell. Rev. 13(5-6): 343-344 (1999) - [c3]Shivakumar Vaithyanathan, Byron Dom:
Model Selection in Unsupervised Learning with Applications To Document Clustering. ICML 1999: 433-443 - [c2]Shivakumar Vaithyanathan, Byron Dom:
Generalized Model Selection for Unsupervised Learning in High Dimensions. NIPS 1999: 970-976 - 1997
- [c1]Peter G. Anick, Shivakumar Vaithyanathan:
Exploiting Clustering and Phrases for Context-based Information Retrieval. SIGIR 1997: 314-323 - 1992
- [j1]Shivakumar Vaithyanathan, James P. Ignizio:
A stochastic neural network for resource constrained scheduling. Comput. Oper. Res. 19(3-4): 241-254 (1992)
Coauthor Index
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last updated on 2024-08-27 22:00 CEST by the dblp team
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