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2017
Amit Sheth, Utkarshani Jaimini, Krishnaprasad Thirunarayan, Tanvi Banerjee. Augmented Personalized Health: How Smart Data with IoTs and AI is about to Change Healthcare. In 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI 2017). Modena, Italy; 2017.  (389.45 KB)
Sanjaya Wijeratne, Amit Sheth, Shreyansh Bhatt, Lakshika Balasuriya, Hussein S. Al-Olimat, Gaur M, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan. Feature Engineering for Twitter-based Applications. Chapman and Hall. Data Mining and Knowledge Discovery Series; 2017. p. 35. Sanjaya Wijeratne, Amit Sheth, Shreyansh Bhatt, Lakshika Balasuriya, Hussein Al-Olimat, Manas Gaur, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan. "Feature Engineering for Twitter-based Applications", in Feature Engineering for Machine Learning and Data Analytics. Editors. Guozhu Dong and Huan Liu. Chapman and Hall/CRC Data Mining and Knowledge Discovery Series. December 2017.
Sanjaya Wijeratne, Amit Sheth, Shreyansh Bhatt, Lakshika Balasuriya, Hussein Al-Olimat, Manas Gaur, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan. "Feature Engineering for Twitter-based Applications", in Feature Engineering for Machine Learning and Data Analytics. Editors. Guozhu Dong and Huan Liu. Chapman and Hall/CRC Data Mining and Knowledge Discovery Series. December 2017.
 (684.81 KB)
Utkarshani Jaimini, Tanvi Banerjee, William Romine, Krishnaprasad Thirunarayan, Amit Sheth, Maninder Kalra. Investigation of an Indoor Air Quality Sensor for Asthma Management in Children. IEEE Sensors Letters. IEEE; 2017 ;1(2):1-4.  (239.26 KB)
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)
Kalpa Gunaratna, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, Amit Sheth, Gong Cheng. Relatedness-based Multi-Entity Summarization. In International Joint Conference on Artificial Intelligence 2017 (IJCAI-17). Melbourne, Australia; 2017.  (271.38 KB)
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Bajaj G, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. In Advances in Social Networks Analysis and Mining (ASONAM). Sydney, Australia: Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM International Conferance on; 2017.  (438.42 KB)
2016
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth. Analyzing Clinical Depressive Symptoms in Twitter. In 23rd NIMH Conference on Mental Health Services Research (MHSR): Harnessing Science to Strengthen the Public Health Impact. Bethesda, MD; 2016.  (1.98 MB)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit Sheth, Gong Cheng. Gleaning Types for Literals in RDF Triples with Application to Entity Summarization. Harald Sack, Eva Blomqvist, Mathieu d'Aquin, Chiara Ghidini, Simone P. Ponzetto, Christoph Lange. 13th International Conference, ESWC 2016. Heraklion, Crete, Greece: Springer International Publishing; 2016. p. 85-100.  (1.13 MB) (488 KB)
Sujan Perera, Pablo N. Mendes, Adarsh Alex, Amit Sheth, Krishnaprasad Thirunarayan. Implicit Entity Linking in Tweets. Extended Semantic Web Conference. Heraklion, Crete, Greece : Springer; 2016. p. 118-132.  (365.33 KB) (530.27 KB)
Nishita Jaykumar, PavanKalyan Yallamelli, Vinh Nguyen, Sarasi Lalithsena, Krishnaprasad Thirunarayan, Amit Sheth. KnowledgeWiki: An OpenSource Tool for Creating Community-Curated Vocabulary, with a Use Case in Materials Science. In World Wide Web 2016. Montreal, Canada; 2016.  (904.53 KB) (1.82 MB)
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)
Raminta Daniulaityte, Lu Chen, Francois Lamy, Robert Carlson, Krishnaprasad Thirunarayan, Amit Sheth. "When 'Bad' is 'Good'"': Identifying Personal Communication and Sentiment in Drug-Related Tweets. JMIR Public Health Surveillance. JMIR Publications; 2016 ;2.
2015
Delroy Cameron, Ramakanth Kavuluru, Thomas Rindflesch, Amit Sheth, Krishnaprasad Thirunarayan, Olivier Bodenreider. Context-driven automatic subgraph creation for literature-based discovery. Journal of Biomedical Informatics. 2015 ;54:141-157.  (2.37 MB)
Pramod Anantharam, Payam Barnaghi, Krishnaprasad Thirunarayan, Amit Sheth. Extracting City Traffic Events from Social Streams. ACM Transactions on Intelligent Systems and Technology. 2015 ;6(4):2-27.  (2.5 MB)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit Sheth. FACES: Diversity-Aware Entity Summarization using Incremental Hierarchical Conceptual Clustering. In 29th AAAI Conference on Artificial Intelligence (AAAI 2015). Austin, Texas; 2015.  (562.36 KB)
Sujan Perera, Pablo Mendes, Amit Sheth, Krishnaprasad Thirunarayan, Adarsh Alex, Christopher Heid, Greg Mott. Implicit Entity Recognition in Clinical Documents. 4th Joint Conference on Lexical and Computational Semantics (*SEM) 2015. Denver, CO: Association for Computational Linguistics; 2015. p. 228-238.  (300.69 KB) (332.44 KB)
Hemant Purohit, Guozhu Dong, Valerie Shalin, Krishnaprasad Thirunarayan, Amit Sheth. Intent Classification of Short-Text on Social Media. In SocialCom 2015: 8th IEEE International Conference on Social Computing and Networking. Chengdu, China: IEEE; 2015.  (485.79 KB)
Revathy Krishnamurthy, Pavan Kapanipathi, Amit Sheth, Krishnaprasad Thirunarayan. Knowledge Enabled Approach to Predict the Location of Twitter Users. Fabien Gandon, Marta Sabou, Harald Sack, Claudia d’Amato, Philippe Cudré-Mauroux, Antoine Zimmermann. 12th European Semantic Web Conference (ESWC 2015). Portoroz, Slovenia: Springer International Publishing; 2015. p. 187-201.  (790.96 KB)
Pramod Anantharam, Tanvi Banerjee, Amit Sheth, Krishnaprasad Thirunarayan, Surendra Marupudi, Vaikunth Sridharan, Shalini Forbis. Knowledge-driven Personalized Contextual mHealth Service for Asthma Management in Children. 2015 IEEE International Conference on Mobile Services. New York, NY: IEEE; 2015. p. 284 - 291.  (1.31 MB)
Vinh Nguyen, Olivier Bodenreider, Krishnaprasad Thirunarayan, Gang Fu, Evan Bolton, Núria Rosinach, Laura Furlong, Michel Dumontier, Amit Sheth. On Reasoning with RDF Statements about Statements using Singleton Property Triples. CoRR. 2015 ;abs/1509.04513.  (182.65 KB)
Krishnaprasad Thirunarayan. Trust Management: Multimodal Data Perspective, Invited Tutorial. In 2015 International Conference on Collaboration Technologies and Systems (CTS 2015). Atlanta, Georgia; 2015.  (3.23 MB)
Krishnaprasad Thirunarayan. Value Oriented Big Data Processing with Applications. In 2015 International Conference on Collaboration Technologies and Systems (CTS 2015). Atlanta, Georgia; 2015.  (3.77 MB)
Krishnaprasad Thirunarayan. Value-Oriented Big Data Processing with Applications. 2015.  (3.77 MB)
2014
Amit Sheth, Pramod Anantharam, Krishnaprasad Thirunarayan. Applications of Multimodal Physical (IoT), Cyber and Social Data for Reliable and Actionable Insights. In Cyber and Social Data for Reliable and Actionable Insights, 2nd International Workshop on Internet of Things(C-IOT 2014) in conjunction with IEEE CollaborateCom 2014. Miami, Florida; 2014.  (1.84 MB)
Krishnaprasad Thirunarayan, Amit Sheth, Kalpa Gunaratna, Vinh Nguyen, Siva Cheekula, Sarasi Lalithsena, Nishita Jaykumar, Swapnil Soni, Clare Paul. Architecture and Prototype for Materials Knowledge Management System using Semantic Web Technologies and Techniques: A Preliminary Report. Dayton: Wright State University; 2014 .
Wenbo Wang, Lu Chen, Krishnaprasad Thirunarayan, Amit Sheth. Cursing in English on Twitter. ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW 2014). New York, NY: ACM; 2014. p. 415-425.
Delroy Cameron, Amit Sheth, Nishita Jaykumar, Krishnaprasad Thirunarayan, Gaurish Anand, Gary Alan Smith. A Hybrid Approach to Finding Relevant Social Media Content for Complex Domain Specific Information Needs. Journal of Web Semantics. 2014 ;29:39-52.  (1.9 MB)
Amit Sheth, Pramod Anantharam, Krishnaprasad Thirunarayan. kHealth: Proactive Personalized Actionable Information for Better Healthcare. In Workshop on Personal Data Analytics in the Internet of Things (PDA@IOT 2014), collocated at VLDB 2014. Hangzhou, China; 2014.  (1.05 MB)
Revathy Krishnamurthy, Pavan Kapanipathi, Amit Sheth, Krishnaprasad Thirunarayan. Location Prediction of Twitter Users using Wikipedia. Dayton: Wright State University; 2014 .  (835.27 KB)
Sujan Perera, Cory Henson, Krishnaprasad Thirunarayan, Amit Sheth, Suhas Nair. Semantics Driven Approach for Knowledge Acquisition from EMRs. IEEE Journal of Biomedical and Health Informatics. 2014 ;18(2):515-524.  (407.53 KB)
Krishnaprasad Thirunarayan, Amit Sheth. Semantics empowered Big Data Processing with Applications. AI Magazine. 2014 ;36(1):39-54.  (442.5 KB)
Krishnaprasad Thirunarayan, Amit Sheth. Semantics-enhanced Geoscience Interoperability, Analytics, and Applications. Madison, WI: Geospatial Semantics Workshop and GeoVoCamp; 2014.  (6.14 MB)
2013
Ajith Ranabahu, Eugene Maximilien, Amit Sheth, Krishnaprasad Thirunarayan. Application Portability in Cloud Computing: An Abstraction Driven Perspective. IEEE Transactions on Services Computing. 2013 ;PP(99).
Sujan Perera, Amit Sheth, Krishnaprasad Thirunarayan, Suhas Nair, Neil Shah. Challenges in Understanding Clinical Notes: Why NLP Engines Fall Short and Where Background Knowledge Can Help. International Workshop on Data management & Analytics for healthcaRE (DARE) at ACM Conference of Information and Knowledge Management (CIKM). Burlingame, California; 2013. p. 21-26.  (220.54 KB) (248.8 KB)
Krishnaprasad Thirunarayan, Pramod Anantharam, Cory Henson, Amit Sheth. Comparative Trust Management with Applications: Bayesian Approaches Emphasis. Future Generation Computer Systems. 2013 ;30(6):182-199.  (1.57 MB)
Delroy Cameron, Olivier Bodenreider, Hima Yalamanchili, Tu Danh, Sreeram Vallabhaneni, Krishnaprasad Thirunarayan, Amit Sheth, Thomas Rindflesch. A Graph-Based Recovery and Decomposition of Swanson's Hypothesis using Semantic Predications. Journal of Biomedical Informatics. 2013 ;46(2):238-251.  (915.51 KB)
Pramod Anantharam, Krishnaprasad Thirunarayan, Vahid Taslimi, Amit Sheth. Predicting Parkinson's Disease Progression with Smartphone Data. 2013 .  (533.62 KB)
Krishnaprasad Thirunarayan, Amit Sheth. Semantics-empowered Approaches to Big Data Processing for Physical-Cyber-Social Applications. In AAAI 2013 Fall Symposium Series. Arlington, Virginia; 2013.  (268.13 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)
Pramod Anantharam, Krishnaprasad Thirunarayan, Amit Sheth. Traffic Analytics using Probabilistic Graphical Models Enhanced with Knowledge Bases. In 2nd International Workshop on Analytics for Cyber-Physical Systems (ACS-2013) at SIAM International Conference on Data Mining (SDM 2013). Austin, Texas; 2013.  (1.45 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)
Krishnaprasad Thirunarayan, Amit Sheth. Workshop on Semantics in Geospatial Architectures: Applications and Implementation. Pyle Center, University of Wisconsin-Madison; 2013.
2012
Sujan Perera, Cory Henson, Krishnaprasad Thirunarayan, Amit Sheth, Suhas Nair. Data Driven Knowledge Acquisition Method for Domain Knowledge Enrichment in Healthcare. In International Conference on Bioinformatics and Biomedicine. Philadelphia, USA: International Conference on Bioinformatics and Biomedicine; 2012.  (799.91 KB)
Harshal Patni, Cory Henson, Michael Cooney, Amit Sheth, Krishnaprasad Thirunarayan. Demonstration: Real-Time Semantic Analysis of Sensor Streams. In 10th International Semantic Web Conference (ISWC 2011); 2012.  (217.86 KB)
Cory Henson, Krishnaprasad Thirunarayan, Amit Sheth. An Efficient Bit Vector Approach to Semantics-based Machine Perception in Resource-Constrained Devices. In 11th International Semantic Web Conference. Boston, MA: Springer; 2012. p. 149-164.  (1.11 MB) (5.88 MB)
Delroy Cameron, Olivier Bodenreider, Hima Yalamanchili, Tu Danh, Sreeram Vallabhaneni, Krishnaprasad Thirunarayan, Amit Sheth, Thomas C. Rindflesch. A Graph-Based Recovery and Decomposition of Swanson's Hypothesis using Semantic Predications. 2012.  (915.51 KB)
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)
Cory Henson, Amit Sheth, Krishnaprasad Thirunarayan. Semantic Perception: Converting Sensory Observations to Abstractions. IEEE Internet Computing; 2012 ;16(2):26-34.  (3.85 MB)
Pramod Anantharam, Krishnaprasad Thirunarayan, Amit Sheth. Topical Anomaly Detection for Twitter Stream. 2012.  (197.27 KB)
Krishnaprasad Thirunarayan, Pramod Anantharam, Cory Henson, Amit Sheth. Trust Networks. The 2012 International Conference on Collaboration Technologies and Systems (CTS 2012); 2012.

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