Causal Event Graph-Guided Language-based Spatiotemporal Question Answering, Kaushik Roy, Alessandro Oltramari, Yuxin Zi, Chathurangi Shyalika, Vignesh Narayanan, Amit Sheth
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Exploring Alternative Approaches to Language Modeling for Learning from Data and Knowledge, Yuxin Zi, Kaushik Roy, Vignesh Narayanan, Amit Sheth
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Neurosymbolic Value-Inspired AI (Why, What, and How), Amit Sheth, Kaushik Roy
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RDR: the Recap, Deliberate, and Respond Method for Enhanced Language Understanding, Yuxin Zi, Hariram Veeramani, Kaushik Roy, Amit Sheth
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GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews, Kaushik Roy, Vedant Khandelwal, Harshul Surana, Valerie Lookingbill, Amit Sheth, Heather Heckman
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An Ontology Design Pattern for Representing Causality, Utkarshani Jaimini, Cory Henson, Amit Sheth
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Process Knowledge-Infused Learning for Clinician-Friendly Explanations, Kaushik Roy, Yuxin Zi, Manas Gaur, Jinendra Malekar, Qi Zhang, Vignesh Narayanan, Amit Sheth
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ECG Recordings as Predictors of Very Early Autism Likelihood: A Machine Learning Approach, Deepa Tilwani, Jessica Bradshaw, Amit Sheth, Christian O'Reilly
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Ki-Cook: Clustering Multimodal Cooking Representations Through Knowledge-infused Learning, Revathy Venkataramanan, Swati Padhee, Saini Rohan Rao, Ronak Kaoshik, Anirudh Sundara Rajan, Amit Sheth
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CLUE-AD: A Context-Based Method for Labeling Unobserved Entities in Autonomous Driving Data, Ruwan Wickramarachchi, Cory Henson, Amit Sheth
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Knowledge Graph Empowered Machine Learning Pipelines for Improved Efficiency, Reusability, and Explainability, Revathy Venkataramanan, Aalap Tripathy, Martin Foltin, Hong Yung Yip, Annmary Justine, Amit Sheth
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The Troubling Emergence of Hallucination in Large Language Models--An Extensive Definition, Quantification, and Prescriptive Remediations, Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S.M Towhidul Islam Tonmoy, Aman Chadha, Amit Sheth, Amitava Das
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ACM web conference 2023, Usha Lokala, Kaushik Roy, Utkarshani Jaimini, Amit Sheth
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Cook-Gen: Robust Generative Modeling of Cooking Actions from Recipes, Revathy Venkataramanan, Kaushik Roy, Kanak Ray, Renjith Prasad, Yuxin Zi, Vignesh Narayanan, Amit Sheth
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Neurosymbolic Artificial Intelligence (Why, What, and How), Amit Sheth, Kaushik Roy, Manas Gaur
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A Semantic Web Approach to Fault Tolerant Autonomous Manufacturing, Fadi El Kalach, Ruwan Wickramarachchi, Ramy Harik, Amit Sheth
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Demo Alleviate: Demonstrating Artificial Intelligence Enabled Virtual Assistance for Telehealth: The Mental Health Case, Kaushik Roy, Vedant Khandelwal, Raxit Goswami, Nathan Dolbir, Jinendra Malekar, Amit Sheth
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IERL: Interpretable Ensemble Representation Learning - Combining CrowdSourced Knowledge and Distributed Semantic Representations, Yuxin Zi, Kaushik Roy, Vignesh Narayanan, Manas Gaur, Amit Sheth
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ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit Sheth
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Knowledge Graph Guided Semantic Evaluation of Language Models For User Trust, Kaushik Roy, Tarun Garg, Vedant Palit, Yuxin Zi, Vignesh Narayanan, Amit Sheth
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iMetaverseKG: Industrial Metaverse Knowledge Graph to Promote Interoperability in Design and Engineering Applications, Utkarshani Jaimini, Tongtao Zhang, Georgia Olympia Brikis, Amit Sheth
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Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts, Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth
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Tutorial: Neuro-symbolic AI for Mental Healthcare, Kaushik Roy, Usha Lokala, Manas Gaur, Amit Sheth
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Tutorial: Knowledge-infused Learning for Autonomous Driving (KL4AD), Ruwan Wickramarachchi, Cory Henson, Sebastian Monka, Daria Stepanova, Amit Sheth
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Reasoning Over Personalized Healthcare Knowledge Graph: A Case Study of Patients with Allergies and Symptoms, Amelie Gyrard, Utkarshani Jaimini, Manas Gaur, Saeedeh Shekharpour, Krishnaprasad Thirunarayan, Amit Sheth
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Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts, Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth
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Knowledge-Driven Drug-Use NamedEntity Recognition with Distant Supervision, Goonmeet Bajaj, Ugur Kursuncu, Manas Gaur, Usha Lokala, Ayaz Hyder, Srinivasan Parthasarathy, Amit Sheth
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Knowledge-Based Entity Prediction for Improved Machine Perception in Autonomous Systems, Ruwan Wickramarachchi, Cory Henson, Amit Sheth
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Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa, Tarun Garg, Kaushik Roy, Amit Sheth
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A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework, Usha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty, , Md Shad Akthar, Maryam Panahiazar, Amit Sheth
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ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance, Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Allen, Amit Sheth
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Knowledge-infused Reinforcement Learning, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth
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WISE Causal Models: Wisdom Infused Semantics Enhanced Causal Models - A Study in Suicidality Diagnosis, Kaushik Roy, Yuxin Zi, Vignesh Narayanan, Manas Gaur, Sanjay Chandrasekar, Amit Sheth
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TDLR: Top (Semantic)-Down (Syntactic) Language Representation, Vipula Rawte, Megha Chakraborty, Kaushik Roy, Manas Gaur, Keyur Faldu, Prashant Kikani, Hemang Akbari, Amit Sheth
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Process Knowledge-infused Learning for Suicidality Assessment on Social Media, Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth
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CausalKG: Causal Knowledge Graph Explainability Using Interventional and Counterfactual Reasoning, Utkarshani Jaimini, Amit Sheth
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Synthesis of CdZnTeSe Single Crystals for Room Temperature Radiation Detector Fabrication: Mitigation of Hole Trapping Effects Using a Convolutional Neural Network, Sandeep K. Chaudhuri, Joshua W. Kleppinger, OmerFaruk Karadavut, Ritwik Nag, Rojina Panta, Forest Agostinelli, Amit Sheth, Utpal N. Roy, Ralph B. James, Krishna C. Mandal
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Defining and Detecting Toxicity on Social Media: Context and Knowledge are Key, Amit Sheth, Valerie Shalin, Ugur Kursuncu
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Knowledge-infused Learning for Entity Prediction in Driving Scenes, Ruwan Wickramarachchi, Cory Henson, Amit Sheth
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A CdZnTeSe Gamma Spectrometer Trained by Deep Convolutional Neural Network for Radioisotope Identification, Sandeep K. Chaudhuri, Joshua W. Kleppinger, Ritwik Nag, Kaushik Roy, Rojina Panta, Forest Agostinelli, Amit Sheth, Utpal N. Roy, Ralph B. James, Krishna C. Mandal
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Cyber Social Threats 2021: AI, Covid-19 Vaccine, Detection and Countering Strategies, Ugur Kursuncu, Jeremy Blackburn, Yelena Mejova, Megan Squire, Amit Sheth
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Personalized Digital Phenotype Score, Healthcare Management and Intervention Strategies using Knowledge Enabled Digital Health Framework for Pediatric Asthma, Utkarshani Jaimini, Amit Sheth
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Towards Semantic Integration of Machine Vision Systems to Aid Manufacturing Event Understanding, Kaishu Xia, Clint Saidy, Max Kirkpatrick, Noble Anumbe, Amit Sheth, Ramy Harik
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Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS, Manas Gaur, Vamsi Aribandi, Amanuel Alambo, Ugur Kursuncu, Krishnaprasad Thirunarayan, Jonathan Beich, Jyotishman Pathak, Amit Sheth
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Cognitive Digital Twins for Smart Manufacturing, Muhammad Intizar Ali, Pankesh Patel, John G. Breslin, Ramy Harik, Amit Sheth
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"When They Say Weed Causes Depression, but It's Your Fav Antidepressant": Knowledge-Aware Attention Framework for Relationship Extraction, Shweta Yadav, Usha Lokala, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Francois Lamy, Amit Sheth
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Social Media Data for Exploring the Association between Cannabis Use and Depression, Usha Lokala, Raminta Daniulaityte, Robert Carlson, Francois Lamy, Shweta Yadav, Amit Sheth
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Semantics of the Black-Box: Can Knowledge Graphs Help Make Deep Learning Systems More Interpretable and Explainable?, Manas Gaur, Keyur Faldu, Amit Sheth
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Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits, Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth
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Listed for Sale: Analyzing Data on Fentanyl, Fentanyl Analogs and Other Novel Synthetic Opioids on One Cryptomarket, Francois Lamy, Raminta Daniulaityte, Monica J Barratt, Usha Lokala, Amit Sheth, Robert G Carlson
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eDarkFind: Unsupervised Multi-view Learning for Sybil Account Detection, Ramnath Kumar, Shweta Yadav, Raminta Daniuaityte, Francois Lamy, Usha Lokala, Krishnaprasad Thirunarayan, usha lokala, Amit Sheth
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An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice, Ruwan Wickramarachchi, Cory Henson, Amit Sheth
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Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning, Ugur Kursuncu, Manas Gaur, Amit Sheth
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Explainable AI Using Knowledge Graphs, Manas Gaur, Ankit Desai, Keyur Faldu, Amit Sheth
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Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate, Ugur Kursuncu, Manas Gaur, Carlos Castillo, Amanuel Alambo, Krishnaprasad Thirunarayan, Valerie Shalin, Dilshod Achilov, I. Budak Arpinar, Amit Sheth
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Knowledge Graphs and Knowledge Networks: The Story in Brief, Amit Sheth, Swati Padhee, Amelie Gyrard
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Predicting Public Opinion on Drug Legalization: Social Media Analysis and Consumption Trends, Farahnaz Golrooy Motlagh, Saeedeh Shekarpour, Amit Sheth, Krishnaprasad Thirunarayan, Michael L. Raymer
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Extending Patient-Chatbot Experience with Internet-of-Things and Background Knowledge: Case Studies with Healthcare Applications, Amit Sheth, Hong Yung Yip, Saeedeh Shekarpour
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A Pipeline for Disaster Response and Relief Coordination, Pranav Maneriker, Nikhita Vedula, Hussein S. Al-Olimat, Jiayong Liang, Omar El-Khoury, Ethan Kubatko, Desheng Liu, Krishnaprasad Thirunarayan, Valerie Shalin, Amit Sheth, Srinivasan Parthasarathy
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Who Should Be the Captain This Week? Leveraging Inferred Diversity-Enhanced Crowd Wisdom for a Fantasy Premier League Captain Prediction, Shreyansh Bhatt, Keke Chen, Valerie L. Shalin, Amit Sheth, Brandon Minnery
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kBot: Knowledge-Enabled Personalized Chatbot for Asthma Self-Management, Dipesh Kadariya, Revathy Venkataramanan, Hong Yung Yip, Maninder Kalra, Krishnaprasad Thirunarayanan, Amit Sheth
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Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention, Manas Gaur, Amanuel Alambo, Joy Prakash Sain, Ugur Kursuncu, Krishnaprasad Thirunarayan, Ramakanth Kavuluru, Amit Sheth, Randon S. Welton, Jyotishman Pathak
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Multimodal Emotion Classification, Anurag Illendula, Amit Sheth
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Processing Social Media in Real-time, Damiano Spina, Arkaitz Zubiaga, Amit Sheth, Markus Strohmaier
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Cognitive Services and Intelligent Chatbots: Current Perspectives and Special Issue Introduction, Amit Sheth, Hong Yung Yip, Arun Iyengar, Paul Tepper
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Social Determinants of Health in Mental Health Care and Research: A Case for Greater Inclusion, Joseph J. Deferio, Scott Breitinger, Dhruv Khullar, Amit Sheth, Jyotishman Pathak
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Global Trends, Local Harms: Availability of Fentanyl-Type Drugs on the Dark Web and Accidental Overdoses in Ohio, Usha Lokala, Francois Lamy, Raminta Daniulaityte, Amit Sheth, Ramzi Nahhas, Jason Roden, Shweta Yadav, Robert Carlson
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Empathi: An Ontology for Emergency Managing and Planning About Hazard Crisis, Manas Gaur, Saeedeh Shekarpour, Amelie Gyrard, Amit Sheth
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Question Answering for Suicide Risk Assessment Using Reddit, Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Krishnaprasad Thirunarayan, Amelie Gyrard, Amit Sheth, Randon S. Welton, Jyotishman Pathak
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CEVO: Comprehensive EVent Ontology Enhancing Cognitive Annotation on Relations, Saeedeh Shekarpour, Faisal Alshargi, Krishnaprasad Thirunaravan, Valerie L. Shalin, Amit Sheth
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Knowledge Graph Enhanced Community Detection and Characterization, Shreyansh Bhatt, Swati Padhee, Amit Sheth, Keke Chen, Valerie Shalin, Derek Doran, Brandon Minnery
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Identifying Key Topics Bearing Negative Sentiment on Twitter: Insights Concerning the 2015-2016 Zika Epidemic, Ravali Mamidi, Michele Miller, Tanvi Banerjee, William Romine, Amit Sheth
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Determination of Personalized Asthma Triggers From Multimodal Sensing and a Mobile App: Observational Study, Revathy Venkataramanan, Krishnaprasad Thirunarayan, Utkarshani Jaimini, Dipesh Kadariya, Hong Yung Yip, Maninder Kalra, Amit Sheth
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What's ur Type? Contextualized Classification of User Types in Marijuana-Related Communications Using Compositional Multiview Embedding, Ugur Kursuncu, Manas Gaur, Usha Lokala, Anurag Illendula, Krishnaprasad Thirunarayan, Raminta Daniulaityte, Amit Sheth, I. Budak Arpinar
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Enhancing Crowd Wisdom Using Explainable Diversity Inferred from Social Media, Shreyansh Bhatt, Manas Gaur, Beth Bullemer, Valerie Shalin, Amit Sheth, Brandon Minnery
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Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence, Bruno Bouchard, Kevin Bouchard, Noam Brown, Niyati Chhaya, Eitan Farchi, Sebastien Gaboury, Christopher Geib, Amelie Gyrard, Kokil Jaidka, Sarah Keren, Roni Khardon, Parisa Kordjamshidi, David Martinez, Nicholas Mattei, Martin Michalowski, Reuth Mirsky, Joseph Osborn, Cem Sahin, Onn Shehory, Arash Shaban-Nejad, Amit Sheth, Ilan Shimshoni, Howie Shrobe, Arunesh Sinha, Atanu R. Sinha, Biplav Srivastava, William Streilein, Georgios Theocharous, K. Brent Venable, Neal Wagner, Anna Zamansky
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Reports of the Workshops Held at the 2018 International AAAI Conference on Web and Social Media, Jisun An, Rumi Chunara, David J. Crandall, Darian Frajberg, Megan French, Bernard J. Jansen, Juhi Kulshrestha, Yelena Mejova, Daniel M. Romero, Joni Salminen, Amit Sharma, Amit Sheth, Chenhao Tan, Samuel Hardman Taylor, Sanjaya Wijeratne
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D-record: Disaster Response and Relief Coordination Pipeline, Shruti Kar, Hussein S. Al-Olimat, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit Sheth, Srinivasan Parthasarathy
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Knowledge-Enabled Personalized Dashboard for Asthma Management in Children, Revathy Venkataramanan, Vaikunth Sridharan, Dipesh Kadariya, Amit Sheth, Krishnaprasad Thirunarayan, Maninder Kalra
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“How Is My Child’s Asthma?” Digital Phenotype and Actionable Insights for Pediatric Asthma, Utkarshani Jaimini, Krishnaprasad Thirunarayan, Maninder Kalra, Revathy Venkataramanan, Dipesh Kadariya, Amit Sheth
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What Do You Have That Others Don't?: Succeeding in Academia or Industry, Amit Sheth
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Personalized Health Knowledge Graph, Amelie Gyrard, Manas Gaur, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, Amit Sheth
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"Let Me Tell You About Your Mental Health!": Contextualized Classification of Reddit Posts to DSM-5 for Web-based Intervention, Manas Gaur, Ugur Kursuncu, Amanuel Alambo, Amit Sheth, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Jyotishman Pathak
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From Raw Data to Smart Manufacturing: AI and Semantic Web of Things for Industry 4.0, Pankesh Patel, Muhammad Intizar Ali, Amit Sheth
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Global Trends, Local Harms: Availability of Fentanyl-Type Drugs on the Dark Web and Accidental Overdoses in Ohio, Usha Lokala, Francois R. Lamy, Raminta Daniulaityte, Amit Sheth, Ramzi W. Nahhas, Jason I. Roden, Shweta Yadav, Robert G. Carlson
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Predictive Analysis on Twitter: Techniques and Applications, Ugur Kursuncu, Manas Gaur, Usha Lokala, Krishnaprasad Thirunarayan, Amit Sheth, I. Budak Arpinar
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Domain-Specific Use Cases for Knowledge-Enabled Social Media Analysis, Soon Jye Kho, Swati Padhee, Goonmeet Bajaj, Krishnaprasad Thirunarayan, Amit Sheth
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Using Electronic Health Records to Characterize Prescription Patterns: Focus on Antidepressants in Nonpsychiatric Outpatient Settings, Joseph J. Deferio, Tomer T. Levin, Judith Cukor, Samprit Banerjee, Rozan Abdulrahman, Amit Sheth, Neel Mehta, Jyotishman Pathak
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A Practical Incremental Learning Framework For Sparse Entity Extraction, Hussein Al-Olimat, Steven Gustafson, Jason Mackay, Krishnaprasad Thirunarayan, Amit Sheth
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Machine Learning for Internet of Things Data Analysis: A Survey, Mohammad Saeid Mahdavinejad, Mohammadreza Rezvan, Mohammadamin Barekatain, Peyman Adibi, Payam Barnaghi, Amit Sheth
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Building IoT-Based Applications for Smart Cities: How Can Ontology Catalogs Help?, Amelie Gyrard, Antoine Zimmermann, Amit Sheth
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Next-Generation Smart Environments: From System of Systems to Data Ecosystems, Edward Curry, Amit Sheth
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Mental Health Analysis Via Social Media Data, Amir Hossein Yazdavar, Mohammad Saied Mahdavinejad, Goonmeet Bajaj, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth
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Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment, Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya, Amit Sheth
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Correlating Multimodal Signals with Asthma Control in Children Using kHealth Personalized Digital Health System, Maninder Kalra, Amit Sheth, Samprit Banerjee, Utkarshani Jaimini, Dipesh Kadariya, V. Sridharan, K. Thirunarayam, R. Venkataramanan, Hong Yung Yip
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A Quality Type-Aware Annotated Corpus and Lexicon for Harassment Research, Mohammadreza Rezvan, Saeedeh Shekarpour, Lakshika Balasuriya, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit Sheth
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How Will the Internet of Things Enable Augmented Personalized Health?, Amit Sheth, Utkarshani Jaimini, Hong Yung Yip
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A Twitter-Based Survey on Marijuana Concentrate Use, Raminta Daniulaityte, Mussa Y. Zatreh, Francois R. Lamy, Ramzi W. Nahhas, Silvia S. Martins, Amit Sheth, Robert G. Carlson
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Augmented Personalized Health: How Smart Data with IoTs and AI is About to Change Healthcare, Amit Sheth, Utkarshani Jaimini, Krishnaprasad Thirunarayan, Tanvi Banerjee
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