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Submissions from 2021

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Cognitive Digital Twins for Smart Manufacturing, Muhammad Intizar Ali, Pankesh Patel, John G. Breslin, Ramy Harik, and Amit Sheth

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A Fault Tolerant Workflow Composition and Deployment Automation IoT Framework in a Multi Cloud Edge Environment, Osama Almurshed, Omer Rana, Yinhao Li, Rajiv Ranjan, Devki Nandan Jha, Pankesh Patel, Prem Prakash Jayaraman, and Schahram Dustdar

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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, and Krishna C. Mandal

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Towards Designing Computer Vision-based Explainable-AI Solution: A Use Case of Livestock Mart Industry, Devam Dave, Het Naik, Smiti Singhal, Rudresh Dwivedi, and Pankesh Patel

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NLP is Not Enough - Contextualization of User Input in Chatbots, Nathan Dolbir, Triyasha Dastidar, and Kaushik Roy

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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, and 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, and Amit Sheth

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"Who can help me?'': Knowledge Infused Matching of Support Seekers and Support Providers during COVID-19 on Reddit, Manas Gaur, Kaushik Roy, Aditya Sharma, Biplav Srivastava, and 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 and Amit Sheth

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Cyber Social Threats 2021: AI, Covid-19 Vaccine, Detection and Countering Strategies, Ugur Kursuncu, Jeremy Blackburn, Yelena Mejova, Megan Squire, and Amit Sheth

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“Etazene, safer than heroin and fentanyl”: Non-fentanyl Novel Synthetic Opioid Listings on one Darknet Market, Francois R. Lamy, Raminta Daniulaityte, Monica J. Barratt, and Usha Lokala

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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, and Amit Sheth

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A Generic Dialog Agent for Information Retrieval Based on Automated Planning Within a Reinforcement Learning Platform, Vishal Pallagani and Biplav Srivastava

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"Is depression related to cannabis?": A Knowledge-infused Model for Entity and Relation Extraction with Limited Supervision, Kaushik Roy, Usha Lokala, Vedant Khandelwal, and Amit P. Sheth

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Knowledge Infused Policy Gradients with Upper Confidence Bound for Relational Bandits, Kaushik Roy, Qi Zhang, Manas Gaur, and Amit Sheth

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Knowledge Infused Policy Gradients for Adaptive Pandemic Control, Kaushik Roy, Qi Zhang, Manas Gaur, and Amit P. Sheth

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Defining and Detecting Toxicity on Social Media: Context and Knowledge are Key, Amit Sheth, Valerie Shalin, and Ugur Kursuncu

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The Duality of Data and Knowledge Across the Three Waves of AI, Amit Sheth and Krishnaprasad Thirunaravan

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OWSNet: Towards Real-time Offensive Words Spotting Network for Consumer IoT Devices, Bharath Sudharsan, Sweta Malik, Peter Corcoran, Pankesh Patel, John G. Breslin, and Muhammad Intizar Ali

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Machine Learning Meets Internet of Things: From Theory to Practice, Bharath Sudharsan and Pankesh Patel

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Enabling Machine Learning on the Edge using SRAM Conserving Efficient Neural Networks Execution Approach, Bharath Sudharsan, Pankesh Patel, John G. Breslin, and Muhammad Intizar Ali

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SRAM Optimized Porting and Execution of Machine Learning Classifiers on MCU-based IoT Devices: Demo Abstract, Bharath Sudharsan, Pankesh Patel, John G. Breslin, and Muhammad Intizar Ali

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Demo Abstract: Porting and Execution of Anomalies Detection Models on Embedded Systems in IoT, Bharath Sudharsan, Pankesh Patel, Abdul Wahid, Muhammad Yahya, John G. Breslin, and Muhammad Intizar Ali

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SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness, Mohammadamin Tavakoli, Forest Agostinelli, and Pierre Baldi

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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, and Ramy Harik

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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, and Amit Sheth

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Assessing the Severity of Health States based on Social Media Posts, Shweta Yadav, Joy Prakash Sain, Amit P. Sheth, Asif Ekbal, Sriparna Saha, and Pushpak Bhattacharyya

Submissions from 2020

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COVID-19 in Spain and India: Comparing Policy Implications by Analyzing Epidemiological and Social Media Data, Parth Asawa, Manas Gaur, Kaushik Roy, and Amit P. Sheth

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Fitted Q-Learning for Relational Domains, Srijita Das, Sriraam Natarajan, Kaushik Roy, Ron Parr, and Kristian Kersting

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Explainable AI Using Knowledge Graphs, Manas Gaur, Ankit Desai, Keyur Faldu, and Amit Sheth

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Psychidemic: Measuring the Spatio-Temporal Psychological Impact of Novel Choronovirus with a Social Quality Index, Manas Gaur, Ugur Kursuncu, Vedant Khandelwal, Vishal Pallagani, Valerie Shalin, and Amit Sheth

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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, and Amit Sheth

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Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning, Ugur Kursuncu, Manas Gaur, and Amit Sheth

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Cyber Social Threats 2020 Workshop Meta-Report: COVID-19, Challenges, Methodological and Ethical Considerations, Ugur Kursuncu, Yelena Mejova, Jeremy Blackburn, and 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, and Robert G Carlson

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DAO: An Ontology for Substance Use Epidemiology on Social Media and Dark Web, Usha Lokala, Raminta Daniulaityte, Francois Lamy, Manas Gaur, Krishnaprasad Thirunarayan, Ugur Kursuncu, and Amit P. Sheth

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Knowledge Graphs to Empower Humanity-Inspired AI Systems, Hemant Purohit, Valerie L. Shalin, and Amit P. Sheth

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Analyzing and Learning the Language for Different Types of Harassment, Mohammadreza Rezvan, Saeedeh Shekarpour, Faisal Alshargi, Krishnaprasad Thirunarayan, Valerie L. Shalin, and Amit P. Sheth

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An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice, Ruwan Wickramarachchi, Cory Henson, and Amit Sheth

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ALONE: A Dataset for Toxic Behavior among Adolescents on Twitter, Thilini Wijesiriwardene, Hale Inan, Ugur Kursuncu, Manas Gaur, Valerie L. Shalin, Krishnaprasad Thirunarayan, Amit P. Sheth, and I. Budak Arpinar

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Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework, Shweta Yadav, Jainish Chauhan, Joy Prakash Sain, Krishnaprasad Thirunarayan, Amit P. Sheth, and Jeremiah Schumm

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Medical Knowledge-enriched Textual Entailment Framework, Shweta Yadav, Vishal Pallagani, and Amit P. Sheth

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Assessing the Severity of Health States Based on Social Media Posts, Shweta Yadav, Joy Prakash Sain, Amit P. Sheth, Asif Ekbal, Sriparna Saha, and Pushpak Bhattacharyya

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Multimodal Mental Health Analysis in Social Media, Amir Hossein Yazdavar, Mohammad Saeid Mahdavinejad, Goonmeet Bajaj, William Romine, Amit P. Sheth, Amir Hassan Monadjemi, Krishnaprasad Thirunarayan, John M. Meddar, Annie Myers, Jyotishman Pathak, and Pascal Hitzler

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Efficient Querying for Cooperative Probabilistic Commitments, Qi Zhang, Edmund H. Durfee, and Satinder Singh

Submissions from 2019

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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, and Jyotishman Pathak

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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, and Brandon Minnery

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Knowledge Graph Enhanced Community Detection and Characterization, Shreyansh Bhatt, Swati Padhee, Amit Sheth, Keke Chen, Valerie Shalin, Derek Doran, and Brandon Minnery

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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, and Jyotishman Pathak

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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, and Jyotishman Pathak

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Empathi: An Ontology for Emergency Managing and Planning About Hazard Crisis, Manas Gaur, Saeedeh Shekarpour, Amelie Gyrard, and Amit Sheth

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Multimodal Emotion Classification, Anurag Illendula and Amit Sheth

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kBot: Knowledge-Enabled Personalized Chatbot for Asthma Self-Management, Dipesh Kadariya, Revathy Venkataramanan, Hong Yung Yip, Maninder Kalra, Krishnaprasad Thirunarayanan, and 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, and 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 Lamy, Raminta Daniulaityte, Amit Sheth, Ramzi Nahhas, Jason Roden, Shweta Yadav, and Robert Carlson

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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, and Amit Sheth

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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, and Srinivasan Parthasarathy

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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, and Michael L. Raymer

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CEVO: Comprehensive EVent Ontology Enhancing Cognitive Annotation on Relations, Saeedeh Shekarpour, Faisal Alshargi, Krishnaprasad Thirunaravan, Valerie L. Shalin, and Amit Sheth

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Knowledge Graphs and Knowledge Networks: The Story in Brief, Amit Sheth, Swati Padhee, and Amelie Gyrard

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Cognitive Services and Intelligent Chatbots: Current Perspectives and Special Issue Introduction, Amit Sheth, Hong Yung Yip, Arun Iyengar, and Paul Tepper

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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, and Saeedeh Shekarpour

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Processing Social Media in Real-time, Damiano Spina, Arkaitz Zubiaga, Amit Sheth, and Markus Strohmaier

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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, and Amit Sheth

Submissions from 2018

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A Practical Incremental Learning Framework For Sparse Entity Extraction, Hussein Al-Olimat, Steven Gustafson, Jason Mackay, Krishnaprasad Thirunarayan, and Amit Sheth

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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, and Sanjaya Wijeratne

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Enhancing Crowd Wisdom Using Explainable Diversity Inferred from Social Media, Shreyansh Bhatt, Manas Gaur, Beth Bullemer, Valerie Shalin, Amit Sheth, and 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, and Anna Zamansky

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Next-Generation Smart Environments: From System of Systems to Data Ecosystems, Edward Curry and Amit Sheth

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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, and Robert G. Carlson

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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, and Jyotishman Pathak

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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, and Jyotishman Pathak

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Personalized Health Knowledge Graph, Amelie Gyrard, Manas Gaur, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, and Amit Sheth

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Building IoT-Based Applications for Smart Cities: How Can Ontology Catalogs Help?, Amelie Gyrard, Antoine Zimmermann, and Amit Sheth

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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, and 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, and Hong Yung Yip

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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, and Srinivasan Parthasarathy

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Domain-Specific Use Cases for Knowledge-Enabled Social Media Analysis, Soon Jye Kho, Swati Padhee, Goonmeet Bajaj, Krishnaprasad Thirunarayan, and 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, and I. Budak Arpinar

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Predictive Analysis on Twitter: Techniques and Applications, Ugur Kursuncu, Manas Gaur, Usha Lokala, Krishnaprasad Thirunarayan, Amit Sheth, and I. Budak Arpinar

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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, and Robert G. Carlson

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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, and Amit Sheth

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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, and Amit Sheth

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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, and 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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How Will the Internet of Things Enable Augmented Personalized Health?, Amit Sheth, Utkarshani Jaimini, and Hong Yung Yip

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Knowledge-Enabled Personalized Dashboard for Asthma Management in Children, Revathy Venkataramanan, Vaikunth Sridharan, Dipesh Kadariya, Amit Sheth, Krishnaprasad Thirunarayan, and Maninder Kalra

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Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment, Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya, and 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, and Amit Sheth

Submissions from 2017

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Measuring Gender-Based Violence Attitude on Twitter, Goonmeet Bajaj, Tanvi Banerjee, Amir Hossein Yazdavar, Valerie L. Shalin, and Amit P. Sheth

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Identifying Depressive Disorder in the Twitter Population, Goonmeet Bajaj, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, and Amit P. Sheth

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IoT Quality Control for Data and Application Needs, Tanvi Banerjee and Amit P. Sheth

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Characterizing Marijuana Concentrate Users: A Web-based Survey, Raminta Daniulaityte, Francois R. Lamy, Monica Barratt, Ramzi W. Nahhas, Silvia S. Martins, Edward W. Boyer, Amit P. Sheth, and Robert G. Carlson

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Relatedness-based Multi-Entity Summarization, Kalpa Gunaratna, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, Amit P. Sheth, and Gong Cheng

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Constructing Synthetic Social Media Stimuli for an Emergency Preparedness Functional Exercise, Andrew J. Hampton, Shreyansh Bhatt, Alan Smith, Jeremy S. Brunn, Hemant Purohit, Valerie L. Shalin, John Flach, and Amit P. Sheth

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PhD Forum: Multimodal IoT and EMR Based Smart Health Application for Asthma Management in Children, Utkarshani Jaimini

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Investigation of an Indoor Air Quality Sensor for Asthma Management in Children, Utkarshani Jaimini, Tanvi Banerjee, William L. Romine, Krishnaprasad Thirunarayan, Amit P. Sheth, and Maninder Kalra

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A Novel Approach for Classifying Gene Expression Data using Topic Modeling, Soon Jye Kho, Himi Yalamanchili, Michael L. Raymer, and Amit P. Sheth

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Increases in Synthetic Cannabinoids-Related Harms: Results From a Longitudinal Web-based Content Analysis, Francois R. Lamy, Raminta Daniulaityte, Ramzi W. Nahhas, Monica Barratt, Alan G. Smith, Amit P. Sheth, Silvia S. Martins, Edward W. Boyer, and Robert G. Carlson

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Road Accidents Bigdata Mining and Visualization Using Support Vector Machines, Usha Lokala, Srinivas Nowduri, and Prabhakar K Sharma