1. StarGene
    Center for Health Analytics
  2. Individualized Diagnosis of PTSD Using Data-Driven Multimodal MRI Approach
    Center for Health Analytics
  3. Identifying Heterogeneous Causal Effects in Randomized Control Trials: An Application to Hypertension Treatment
    Center for Health Analytics
  4. Gene Expression Machinery behind Memory Networks in Aplysia
    Center for Health Analytics
  5. Estimating Disease Heritability from 9 Million Patient Medical Records
    Center for Health Analytics
  6. In Vitro Selection of DNA Aptamers for Aldosterone
    Center for Health Analytics
  7. A Semi-Automated Approach to Analyzing Complex Visual Representations of Individuals’ Experience and Needs for the Development of a Family Health Information Management System
    Center for Health Analytics
  8. A Machine Learning Approach to Assessing Aging Process Using Comprehensive Genetic, Biochemical and Physical Biomarkers
    Center for Health Analytics
  9. Can Individualized Behavioral Analytics Increase Physical Activity? The Effect of Revealing Personalized Predictors of Exercise on Physical Activity: N-of-1 Study and Visualization
    Center for Health Analytics; Center for Sense, Collect and Move Data
  10. Machine Learning Techniques to Predict Network Behavior in Dynamic Operation
    Center for Sense, Collect and Move Data
  11. Power Excursion Mitigation in Optical Networks via Machine Learning – Experimental Evaluation
    Center for Sense, Collect and Move Data
  12. Visualization of Topics and Social Support Mechanisms in English and Spanish Tweets to Meet Self-Management Needs of Dementia Caregivers
    Center for Health Analytics; Center for New Media; Working Group on Computational Social Science
  13. Achieving Lightweight Multicast in Asynchronous Networks-on-Chip Using Local Speculation
    Working Group on Frontiers in Computing Systems
  14. Hybrid Analog-Digital Solution of Nonlinear Partial Differential Equations
    Working Group on Frontiers in Computing Systems
  15. A Use Case of Big Data
    Working Group on Frontiers in Computing Systems; Working Group on Computational Social Science
  16. Spatial Behaviors of Individuals in Cities: Case Studies in Data Tracking and Scaling
    Center for Smart Cities; Working Group on Computational Social Science
  17. Transportation Accessibility in Nairobi
    Center for Smart Cities
  18. Predictability Analysis of US food Crop Yields
    Center for Smart Cities
  19. Diagnosing Impacts of Climatic Disasters on the Global Wheat Network System: How Do Shocks Propagate from a Country to the Globe?
    Center for Smart Cities
  20. An Automated Bioacoustic Approach to Monitoring Arctic Songbird Behavior
    Center for Smart Cities
  21. Mixed-Layered Neural Network Modeling for Cross-Tissue Gene Expression
    Center for Foundations of Data Science; Center for Health Analytics
  22. Prediction of Cancer Drug Sensitivity for Drug-Gene Interaction Discovery
    Center for Foundations of Data Science; Center for Health Analytics
  23. Bayesian Bandits: Balancing Exploitation/Exploration Tradeoff via Double Sampling
    Center for Foundations of Data Science
  24. Bayesian Nonparametric Latent Factor Analysis
    Center for Foundations of Data Science
  25. Kintsugi
    Center for Foundations of Data Science
  26. Practical Algorithms for Real-time Personalized Recommendations Using Decision Trees
    Center for Foundations of Data Science
  27. Varying-Coefficient Models for Dynamic Networks
    Center for Foundations of Data Science
  28. THREATSIM: Reinforcement Learning to Resolve Threats to Manufacturing Industries
    Center for Foundations of Data Science; Center for Financial and Business Analytics
  29. Equity market segmentation through bootstrapping and clustering analysis
    Center for Financial and Business Analytics
  30. Linguistic Features of News and Stock Outperformance
    Center for Financial and Business Analytics
  31. Interpreting Neural Networks to Understand Written Justifications in Values-Affirmation Essays
    Center for Data, Media and Society; Working Group on Computational Social Science
  32. Data Provenance for Interactive Data Visualizations
    Center for Data, Media and Society; Working Group on Frontiers in Computing Systems
  33. Debugging Neural Networks
    Center for Data, Media and Society; Working Group on Frontiers in Computing Systems
  34. Next Generation Cognitive Maps: New York City
    Center for Smart Cities
  35. Perceptual Modeling for Real Time Big Data Analytics
    Center for Data, Media and Society
  36. Precision Interfaces
    Center for Data, Media and Society
  37. Automating Subjective Decisions: Theory and Evidence from Resume Screening
    Center for Data, Media and Society
  38. Classifying Pair Distribution Functions (PDF) from X-ray diffraction patterns with Logistic Regression.
    Working Group on Materials Discovery Analytics