A stochastic neural network for resource constrained scheduling. - Shivakumar Vaithyanathan; James P. Ignizio (Comput. Oper. Res., 1992)

Exploiting Clustering and Phrases for Context-based Information Retrieval. - Peter G. Anick; Shivakumar Vaithyanathan (SIGIR, 1997)

Model Selection in Unsupervised Learning with Applications To Document Clustering. - Shivakumar Vaithyanathan; Byron Dom (ICML, 1999)

Generalized Model Selection for Unsupervised Learning in High Dimensions. - Shivakumar Vaithyanathan; Byron Dom (NIPS, 1999)

Introduction: Data Mining on the Internet. - Shivakumar Vaithyanathan (Artif. Intell. Rev., 1999)

Hierarchical Unsupervised Learning. - Shivakumar Vaithyanathan; Byron Dom (ICML, 2000)

Hierarchical Bayes for Text Classification. - Shivakumar Vaithyanathan; Jianchang Mao; Byron Dom (PRICAI Workshop on Text and Web Mining, 2000)

Model-Based Hierarchical Clustering. - Shivakumar Vaithyanathan; Byron Dom (UAI, 2000)

A Comparison of Classifiers for Real-Time Eye Detection. - Alex Cozzi; Myron Flickner; Jianchang Mao; Shivakumar Vaithyanathan (ICANN, 2001)

Thumbs up? Sentiment Classification using Machine Learning Techniques. - Bo Pang 001; Lillian Lee; Shivakumar Vaithyanathan (EMNLP, 2002)

Topic Learning from Few Examples. - Huaiyu Zhu 001; Shivakumar Vaithyanathan; Mahesh V. Joshi (PKDD, 2003)

The Sentimental Factor: Improving Review Classification Via Human-Provided Information. - Philip Beineke; Trevor Hastie; Shivakumar Vaithyanathan (ACL, 2004)

Asynchronous HMM with applications to speech recognition. - Ashutosh Garg; Sreeram Balakrishnan; Shivakumar Vaithyanathan (ICASSP (1), 2004)

Generalized Opinion Pooling. - Ashutosh Garg; T. S. Jayram; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (AI&M, 2004)

Clustering with Model-level Constraints. - David Gondek; Shivakumar Vaithyanathan; Ashutosh Garg (SDM, 2005)

Getting work done on the web: supporting transactional queries. - Yunyao Li 001; Rajasekar Krishnamurthy; Shivakumar Vaithyanathan; H. V. Jagadish (SIGIR, 2006)

Managing information extraction: state of the art and research directions. - AnHai Doan; Raghu Ramakrishnan 001; Shivakumar Vaithyanathan (SIGMOD Conference, 2006)

Avatar semantic search: a database approach to information retrieval. - Eser Kandogan; Rajasekar Krishnamurthy; Sriram Raghavan; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (SIGMOD Conference, 2006)

Efficient Allocation Algorithms for OLAP Over Imprecise Data. - Douglas Burdick; Prasad M. Deshpande; T. S. Jayram; Raghu Ramakrishnan 001; Shivakumar Vaithyanathan (VLDB, 2006)

Avatar Information Extraction System. - T. S. Jayram; Rajasekar Krishnamurthy; Sriram Raghavan; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (IEEE Data Eng. Bull., 2006)

OLAP over Imprecise Data with Domain Constraints. - Douglas Burdick; AnHai Doan; Raghu Ramakrishnan 001; Shivakumar Vaithyanathan (VLDB, 2007)

Navigating the intranet with high precision. - Huaiyu Zhu 001; Sriram Raghavan; Shivakumar Vaithyanathan; Alexander Löser (WWW, 2007)

OLAP over uncertain and imprecise data. - Douglas Burdick; Prasad M. Deshpande; T. S. Jayram; Raghu Ramakrishnan 001; Shivakumar Vaithyanathan (VLDB J., 2007)

Regular Expression Learning for Information Extraction. - Yunyao Li 001; Rajasekar Krishnamurthy; Sriram Raghavan; Shivakumar Vaithyanathan; H. V. Jagadish (EMNLP, 2008)

An Algebraic Approach to Rule-Based Information Extraction. - Frederick Reiss 001; Sriram Raghavan; Rajasekar Krishnamurthy; Huaiyu Zhu 001; Shivakumar Vaithyanathan (ICDE, 2008)

SystemT: a system for declarative information extraction. - Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (SIGMOD Rec., 2008)

Uncertainty management in rule-based information extraction systems. - Eirinaios Michelakis; Rajasekar Krishnamurthy; Peter J. Haas; Shivakumar Vaithyanathan (SIGMOD Conference, 2009)

Towards a Scalable Enterprise Content Analytics Platform. - Kevin S. Beyer; Vuk Ercegovac; Rajasekar Krishnamurthy; Sriram Raghavan; Jun Rao; Frederick Reiss 001; Eugene J. Shekita; David E. Simmen; Sandeep Tata; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (IEEE Data Eng. Bull., 2009)

Web Information Extraction. - Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (Encyclopedia of Database Systems, 2009)

SystemT: An Algebraic Approach to Declarative Information Extraction. - Laura Chiticariu; Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan (ACL, 2010)

Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks. - Laura Chiticariu; Rajasekar Krishnamurthy; Yunyao Li 001; Frederick Reiss 001; Shivakumar Vaithyanathan (EMNLP, 2010)

Understanding queries in a search database system. - Ronald Fagin; Benny Kimelfeld; Yunyao Li 001; Sriram Raghavan; Shivakumar Vaithyanathan (PODS, 2010)

Midas: integrating public financial data. - Sreeram Balakrishnan; Vivian Chu; Mauricio A. Hernández; Howard Ho; Rajasekar Krishnamurthy; Shixia Liu; Jan Pieper; Jeffrey S. Pierce; Lucian Popa 001; Christine Robson; Lei Shi 002; Ioana Roxana Stanoi; et al. (SIGMOD Conference, 2010)

The Power of Declarative Languages: From Information Extraction to Machine Learning. - Shivakumar Vaithyanathan (BTW, 2011)

SystemML: Declarative machine learning on MapReduce. - Amol Ghoting; Rajasekar Krishnamurthy; Edwin P. D. Pednault; Berthold Reinwald; Vikas Sindhwani; Shirish Tatikonda; Yuanyuan Tian 001; Shivakumar Vaithyanathan (ICDE, 2011)

Selectivity estimation for extraction operators over text data. - Daisy Zhe Wang; Long Wei; Yunyao Li 001; Frederick Reiss 001; Shivakumar Vaithyanathan (ICDE, 2011)

Rewrite rules for search database systems. - Ronald Fagin; Benny Kimelfeld; Yunyao Li 001; Sriram Raghavan; Shivakumar Vaithyanathan (PODS, 2011)

The SystemT IDE: an integrated development environment for information extraction rules. - Laura Chiticariu; Vivian Chu; Sajib Dasgupta; Thilo W. Goetz; Howard Ho; Rajasekar Krishnamurthy; Alexander Lang; Yunyao Li 001; Bin Liu 002; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; et al. (SIGMOD Conference, 2011)

Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study. - Douglas Burdick; Mauricio A. Hernández; Howard Ho; Georgia Koutrika; Rajasekar Krishnamurthy; Lucian Popa 001; Ioana Stanoi; Shivakumar Vaithyanathan; Sanjiv R. Das (IEEE Data Eng. Bull., 2011)

The value of social media data in enterprise applications. - Shivakumar Vaithyanathan (SIGMOD Conference, 2012)

Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML. - Matthias Boehm 001; Shirish Tatikonda; Berthold Reinwald; Prithviraj Sen; Yuanyuan Tian 001; Douglas Burdick; Shivakumar Vaithyanathan (Proc. VLDB Endow., 2014)

Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. - Alan Akbik; Laura Chiticariu; Marina Danilevsky; Yunyao Li 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (ACL (1), 2015)

Building Industry-specific Knowledge Bases. - Shivakumar Vaithyanathan (CIKM, 2016)

Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. - Shreyas Bharadwaj; Laura Chiticariu; Marina Danilevsky; Samarth Dhingra; Samved Divekar; Arnaldo Carreno-Fuentes; Himanshu Gupta; Nitin Gupta 005; Sang-Don Han; Mauricio A. Hernández; Howard Ho; Parag Jain; et al. (Proc. VLDB Endow., 2017)

Web Information Extraction. - Laura Chiticariu; Marina Danilevsky; Howard Ho; Rajasekar Krishnamurthy; Yunyao Li 001; Sriram Raghavan; Frederick Reiss 001; Shivakumar Vaithyanathan; Huaiyu Zhu 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

Evaluation and Continual Improvement for an Enterprise AI Assistant. - Akash Maharaj; Kun Qian 002; Uttaran Bhattacharya; Sally Fang; Horia Galatanu; Manas Garg; Rachel Hanessian; Nishant Kapoor; Ken Russell; Shivakumar Vaithyanathan; Yunyao Li 001 (CoRR, 2024)