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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.  (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.  (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)
KnowledgeRepresentation
Frank Van Harmelen, Pascal Hitzler. A Reasonable Semantic Web. Semantic Web – Interoperability, Usability, Applicability. IOS Press; 2010 ;:39-44.
Kripke Kleene semantics
Pascal Hitzler. Towards a Systematic Account of Different Semantics for Logic Programs. Journal of Logic and Computation. 2005 ;:391-404.  (224.54 KB)
l and o and g and i and c and and p and r and o and g and r and a and m and s
Anthony K. Seda, Pascal Hitzler. Acceptable Programs Revisited. In Workshop on Verification in Logic Programming, 16th International Conference on Logic Programming (ICLP'99),; 1999.  (1.1 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)
Large Data Clusters
Hua Yan, Keke Chen, Ling Liu, Zhang Yi. SCALE: a Scalable Framework for Efficiently Clustering Large Transactional Data. Journal of Data Mining and Knowledge Discovery (DMKD). 2010 ;.  (349.91 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)
large encrypted graphs
Sharma S, Chen K. PrivateGraph: A Cloud-Centric System for Spectral Analysis of Large Encrypted Graphs. In 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS). Atlanta,GA,USA; 2017. p. 2507-2510.  (450.54 KB)
Latent Dirichlet Allocation
Soon Jye Kho, Yalamanchili HBindu, Raymer ML, Amit P. 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)
learning (artificial intelligence)
Tanvi Banerjee, James Keller, Marjorie Skubie. Building a framework for recognition of activities of daily living from depth images using fuzzy logic. 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Beijing, China: IEEE; 2014. p. 540 - 547.
learning to rank
Keke Chen, Jing Bai, Zhaohui Zheng. Ranking Function Adaptation With Boosting Trees. ACM Transactions on Information Systems. 2011 ;.  (437.8 KB)
Jacob R, Krishnaprasad T. Features for Ranking Tweets Based on Credibility and Newsworthiness. In 17th International Conference on Collaboration Technologies and Systems (CTS 2016). Orlando, Florida, USA: IEEE Computer Society; 2016. p. 18-25.  (215.93 KB)
limit cycle
Gerik Scheuermann, Hans Hagen, Thomas Wischgoll. Parallel Detection of Closed Streamlines in Planar Flows. International Conference on Visualization, Imaging, and Image Processing. 2001 ;:84-88.
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)
Linkage Preference
Lu Chen, Ingmar Weber, Adam Okulicz-Kozaryn. U.S. Religious Landscape on Twitter. In 6th International Conference on Social Informatics (SocInfo 2014). Barcelona, Spain; 2014.  (1.28 MB)
Linked Data
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, 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)
Joshua Pschorr. SemSOS: an Architecture for Query, Insertion, and Discovery for Semantic Sensor Networks. Department of Computer Science & Engineering. [Fairborn]: Wright State University; 2013. p. 124.  (2 MB)
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)
Nur Rakhmawati, Muhammad Saleem, Sarasi Lalithsena, Stefan Decker. QFed: Query Set for Federated SPARQL Query Benchmark. 16th International Conference on Information Integration and Web-based Applications & Services . Hanoi, Vietnam: ACM; 2014. p. 207-211.  (223.02 KB)
Linked Open Data
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)
Pavan Kapanipathi, Alexandre Passant, Pablo Mendes. Twarql: Tapping into the Wisdom of the Crowd. In Triplification Challenge 2010. 6th International Conference on Semantic Systems (I-SEMANTICS); 2010.  (157.11 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)
Frank Van Harmelen, Pascal Hitzler. A Reasonable Semantic Web. Semantic Web – Interoperability, Usability, Applicability. IOS Press; 2010 ;:39-44.
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)
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)
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)
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)
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)
Amit Sheth, Pavan Kapanipathi. Semantic Filtering for Social Data. IEEE Internet Computing. IEEE; 2016 ;20(4):74-78.  (342.08 KB)
Linked Open Data Cloud
Sarasi Lalithsena, Prateek Jain, Pascal Hitzler, Amit Sheth. Automatic Domain Identification for Linked Open Data. 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)

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