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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 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 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)
Ross Jacob, Thirunarayan Krishnaprasad. 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
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)
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)
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)
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)
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)
Linked Open Data
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, 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, 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)
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)
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)
Amit Sheth, Pavan Kapanipathi. Semantic Filtering for Social Data. IEEE Internet Computing. IEEE; 2016 ;20(4):74-78.  (342.08 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)
Frank Van Harmelen, Pascal Hitzler. A Reasonable Semantic Web. Semantic Web – Interoperability, Usability, Applicability. IOS Press; 2010 ;:39-44.
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)
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)
Linux cluster
Gerik Scheuermann, Thomas Wischgoll. Parallel Computation of the Topological Skeleton of Vector Fields. High Performance Computing (HPC 2003) Symposium. 2003 ;:139-144.
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.
literature-based discovery
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)
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.
LMDS-MR algorithm
Zohreh Alavi, Sagar Sharma, Lu Zhou, Keke Chen. Scalable Euclidean Embedding for Big Data. 2015 IEEE 8th International Conference on Cloud Computing. New York City, NY: IEEE; 2015. p. 773 - 780.
local closed world
Kunal Sengupta, Adila Alfa Krisnadhi, Pascal Hitzler. Local closed world semantics: grounded circumscription for description logics. In Web Reasoning and Rule Systems. 5th International Conference, RR 2011, Galway, Ireland, August 29-30, 2011. Galway, Ireland: Lecture Notes in Computer Science Vol. 6902, Springer, Heidelberg, 2011; 2011.
local closed world reasoning
Stephan Grimm, Pascal Hitzler. Semantic Matchmaking of Web Resources with Local Closed-World Reasoning. International Journal of e-Commerce. 2008 ;:89-126.  (447.71 KB)

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