Crowdsourcing and machine learning approaches for extracting entities indicating potential foodborne outbreaks from social media von Tao, Dandan, Zhang, Dongyu, Hu, Ruofan, Rundensteiner, Elke, Feng, Hao

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Automated Construction of Lexicons to Improve Depression Screening With Text Messages von Tlachac, ML, Shrestha, Avantika, Shah, Mahum, Litterer, Benjamin, Rundensteiner, Elke A.

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Automatic emotion detection in text streams by analyzing Twitter data von Hasan, Maryam, Rundensteiner, Elke, Agu, Emmanuel

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Adverse Drug Event Detection from Electronic Health Records Using Hierarchical Recurrent Neural Networks with Dual-Level Embedding von Wunnava, Susmitha, Qin, Xiao, Kakar, Tabassum, Sen, Cansu, Rundensteiner, Elke A., Kong, Xiangnan

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Counterfactual Explanation Analytics: Empowering Lay Users to Take Action Against Consequential Automated Decisions von VanNostrand, Peter M., Hofmann, Dennis M., Ma, Lei, Genin, Belisha, Huang, Randy, Rundensteiner, Elke. A.

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A General Approach for Supporting Time Series Matching Using Multiple-Warped Distances von Neamtu, Rodica, Ahsan, Ramoza, Nguyen, Cuong, Lovering, Charles, Rundensteiner, Elke A., Sarkozy, Gabor

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Domain Adaptation Methods for Lab-to-Field Human Context Recognition von Alajaji, Abdulaziz, Gerych, Walter, Buquicchio, Luke, Chandrasekaran, Kavin, Mansoor, Hamid, Agu, Emmanuel, Rundensteiner, Elke

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Smartphone Health Biomarkers: Positive Unlabeled Learning of In-the-Wild Contexts von Alajaji, Abdulaziz, Gerych, Walter, Buquicchio, Luke, Chandrasekaran, Kavin, Mansoor, Hamid, Agu, Emmanuel, Rundensteiner, Elke A.

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PARROT: pattern-based correlation exploitation in big partitioned data series von Zhang, Liang, Alghamdi, Noura, Zhang, Huayi, Eltabakh, Mohamed Y., Rundensteiner, Elke A.

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Applying Machine Learning Approaches to Suicide Prediction Using Healthcare Data: Overview and Future Directions von Boudreaux, Edwin D, Rundensteiner, Elke, Liu, Feifan, Wang, Bo, Larkin, Celine, Agu, Emmanuel, Ghosh, Samiran, Semeter, Joshua, Simon, Gregory, Davis-Martin, Rachel E

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Extracting Semantic Topics About Development in Africa From Social Media von Sibitenda, Harriet, Diattara, Awa, Traore, Assitan, Hu, Ruofan, Zhang, Dongyu, Rundensteiner, Elke, Ba, Cheikh

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Epidemiological Data Mining for Assisting with Foodborne Outbreak Investigation von Tao, Dandan, Zhang, Dongyu, Hu, Ruofan, Rundensteiner, Elke, Feng, Hao

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Robust Distributed Query Processing for Streaming Data von CHUAN LEI, RUNDENSTEINER, Elke A

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A Novel Foodborne Illness Detection and Web Application Tool Based on Social Media von Tao, Dandan, Hu, Ruofan, Zhang, Dongyu, Laber, Jasmine, Lapsley, Anne, Kwan, Timothy, Rathke, Liam, Rundensteiner, Elke, Feng, Hao

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Measuring Data Abstraction Quality in Multiresolution Visualizations von Cui, Q., Ward, M.O., Rundensteiner, E.A., Yang, J.

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Impact assessment of stereotype threat on mobile depression screening using Bayesian estimation von Tlachac, M.L., Reisch, Miranda, Lewis, Brittany, Flores, Ricardo, Harrison, Lane, Rundensteiner, Elke

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ARGUS: Interactive visual analysis of disruptions in smartphone-detected Bio-Behavioral Rhythms von Mansoor, Hamid, Gerych, Walter, Alajaji, Abdulaziz, Buquicchio, Luke, Chandrasekaran, Kavin, Agu, Emmanuel, Rundensteiner, Elke

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LoVis: Local Pattern Visualization for Model Refinement von Zhao, Kaiyu, Ward, Matthew O., Rundensteiner, Elke A., Higgins, Huong N.

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INPHOVIS: Interactive visual analytics for smartphone-based digital phenotyping von Mansoor, Hamid, Gerych, Walter, Alajaji, Abdulaziz, Buquicchio, Luke, Chandrasekaran, Kavin, Agu, Emmanuel, Rundensteiner, Elke, Rodriguez, Angela Incollingo

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Optimizing adaptive multi-route query processing via time-partitioned indices von Works, Karen, Rundensteiner, Elke A., Agu, Emmanuel

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