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Knowledge Reuse
Manas Gaur, Saeedeh Shekarpour, Amelie Gyrard, Amit Sheth. empathi: An ontology for Emergency Managing and Planning about Hazard Crisis. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (519.08 KB)
knowledge-driven querying
Amir Asiaee, Prashant Doshi, Todd Minning, Satya Sahoo, Priti Parikh, Amit Sheth, Rick Tarleton. From Questions to Effective Answers: On the Utility of Knowledge-Driven Querying Systems for Life Sciences Data. 9th International Conference on Data Integration in the Life Sciences (DILS '13). Montreal, Canada; 2013.  (301.35 KB)
Knowledge-enhanced Machine Learning
Amit Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan. Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples. In 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). Leipzig, Germany: ACM; 2017. p. 1-9.  (701.11 KB)
Knowledge-enhanced NLP
Amit Sheth, Sujan Perera, Sanjaya Wijeratne, Krishnaprasad Thirunarayan. Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples. In 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). Leipzig, Germany: ACM; 2017. p. 1-9.  (701.11 KB)
knowledgebase assisted extraction
Clemens Bertram, David Avant, Brian Hammond, Krysztof Kochut, Yashodhan Warke, Amit Sheth. Managing Semantic Content for the Web. IEEE Internet Computing. IEEE Internet Computing; 2002 ;:80-87.  (1.8 MB)
L.0
E. J. Cameron, L. A. Ness, Amit Sheth. An Executor for Multidatabase Transactions which Achieves Maximal Parallelism. 1st International Workshop on Interoperability in Multidatabase Systems (IMS 1991). Kyoto, Japan: IEEE; 1991. p. 288 - 291.  (329.28 KB)
Language Understanding
Soon Jye Kho, Swati Padhee, Goonmeet Bajaj, Krishnaprasad Thirunarayan, Amit Sheth. Domain-specific Use Cases for Knowledge-enabled Social Media Analysis. In Emerging Research Challenges and Opportunities in Social Network Analysis and Mining. Dayton: Springer,2018; 2018.  (199.49 KB)
large emotion-labeled dataset
Wenbo Wang, Lu Chen, Krishnaprasad Thirunarayan, Amit Sheth. Harnessing Twitter ‘Big Data’ for Automatic Emotion Identification. 2012 International Conference on Social Computing (SocialCom). Amsterdam, The Netherlands: IEEE; 2012. p. 587-592.  (156.44 KB)
Latent Dirichlet Allocation
Soon Jye Kho, Yalamanchili HBindu, Raymer ML, Amit Sheth. A Novel Approach for Classifying Gene Expression Data using Topic Modeling. In 8th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Boston, MA: ACM; 2017.  (754.03 KB)
linear dynamical system
Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi, Amit Sheth, Tanvi Banerjee. Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations. In 30th AAAI Conference on Artificial Intelligence (AAAI-16). Phoenix, Arizona; 2016.  (2.05 MB) (5.96 MB)
Linked Data
Kalpa Gunaratna, Sarasi Lalithsena, Amit Sheth. Alignment and Dataset Identification of Linked Data in Semantic Web. Issue Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 2014 ;4(2):139-151.  (538.34 KB)
Prateek Jain, Pascal Hitzler, Peter Z. Yeh, Kunal Verma, Amit Sheth. Linked Data is Merely More Data. 2010 AAAI Spring Symposium. Menlo Park, California: AAAI Press; 2010. p. 82-86.  (151.34 KB)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit Sheth. Types of Property Pairs and Alignment on Linked Datasets - A Preliminary Analysis. In I-SEMANTICS 2013 Posters & Demonstrations Track (ACM 2013). Messe Graz, Austria; 2013.  (519.61 KB)
Linked Open Data
Jun Zhao, Satya S. Sahoo, Paolo Missier, Amit Sheth, Carole Goble. Extending Semantic Provenance into the Web of Data. Provenance in Web Applications. 2011 ;:40-48.  (517.86 KB)
Amit Sheth, Pavan Kapanipathi. Semantic Filtering for Social Data. IEEE Internet Computing. IEEE; 2016 ;20(4):74-78.  (342.08 KB)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Prateek Jain, Amit Sheth, Sanjaya Wijeratne. A Statistical and Schema Independent Approach to Identify Equivalent Properties on Linked Data. 9th International Conference on Semantic Systems (I-SEMANTICS). Graz, Austria; 2013. p. 33-40.  (1.86 MB) (635.53 KB)
Paolo Missier, Satya S. Sahoo, Jun Zhao, Carole Goble, Amit Sheth. Janus: from Workflows to Semantic Provenance and Linked Open Data. In 3rd International Provenance and Annotation Workshop. Troy, NY; 2010.  (594.74 KB)
Christopher Thomas, Pankaj Mehra, Amit Sheth, Wenbo Wang. On-demand Creation of Focused Domain Models using Top-down and Bottom-up Information Extraction. 2012 .  (4.54 MB)
Amelie Gyrard, Pankesh Patel, Amit Sheth, Martin Serrano. Building the Web of Knowledge with Smart IoT Applications. IEEE Intelligent Systems. IEEE; 2016 ;32(5).  (379.84 KB)
Prateek Jain, Pascal Hitzler, Amit Sheth, Peter Z. Yeh, Kunal Verma. How To Make Linked Data More than Data. In Semantic Technology Conference 2010. San Francisco, California; 2010.  (1.65 MB)
Prateek Jain, Peter Z. Yeh, Kunal Verma, Reymonrod Vasquez, Mariana Damova, Pascal Hitzler, Amit Sheth. Contextual Ontology Alignment of LOD With an Upper Ontology: A Case Study With Proton. In 8th Extended Semantic Web Conference, ESWC 2011. Greece: Proceedings of 8th Extended Semantic Web Conference, ESWC 2011; 2011.  (366.02 KB)
Prateek Jain, Pascal Hitzler, Amit Sheth, Kunal Verma, Peter Z. Yeh. Ontology Alignment for Linked Open Data. In 9th International Semantic Web Conference. Shanghai, China; 2010.  (439.48 KB)
Linked Open Data Cloud
Sarasi Lalithsena, Prateek Jain, Pascal Hitzler, Amit Sheth. Automatic Domain Identification for Linked Open Data. In 2013 IEEE/WIC/ACM International Conference on Web Intelligence. Atlanta, GA: ACM; 2013.  (1.16 MB)
Linked Open Data Schema Matching
Prateek Jain, Pascal Hitzler, Amit Sheth, Kunal Verma, Peter Z. Yeh. Ontology Alignment for Linked Open Data. In 9th International Semantic Web Conference. Shanghai, China; 2010.  (439.48 KB)
Linked Open Vocabularies
Amelie Gyrard, Pankesh Patel, Amit Sheth, Martin Serrano. Building the Web of Knowledge with Smart IoT Applications. IEEE Intelligent Systems. IEEE; 2016 ;32(5).  (379.84 KB)
literature-based discovery
Delroy Cameron, Pablo Mendes, Amit Sheth, Krishnaprasad Thirunarayan, Ramakanth Kavuluru, Olivier Bodenreider. Semantic Predications for Complex Information Needs in Biomedical Literature. 2011 IEEE International Conference on Bioinformatics and Biomedicine. Atlanta, GA: IEEE; 2011.
Delroy Cameron, Ramakanth Kavuluru, Olivier Bodenreider, Pablo Mendes, Amit Sheth, Krishnaprasad Thirunarayan. Semantic Predications for Complex Information Needs in Biomedical Literature. In 5th International Conference on Bioinformatics and Biomedicine (BIBM2011). Atlanta GA: 2011 IEEE International Conference on Bioinformatics and Biomedicine; 2011.  (471.3 KB)

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