We analyze huge data sets that can change lives for the better.
Data Science Researchers
Andrew Alverson
Arts & Sciences
- evolutionary history of diatoms
- photosynthetic algae
- genome-scale data to reconstruct phylogenetic relationships
- genome evolution
Jackson Cothren
Arts & Sciences
- digital photogrammetry
- non-traditinal sensor modeling
- feature extraction
- matching for orientation
- surface generation
- adjustment models
- integration with enterprise-scale geospatial information systems
Paul Cronan
Walton College of Business
- information systems
- academic integrity
- user learning
- enterprise resource planning
- performance analysis and effectiveness
- end-user computing
John Gauch
Data Science
- Digital Image Processing
- Digital Video Processing
- Computer Vision
Casey Harris
Center for Social Research
- Criminology
- Social Stratification
- Communities and Contextual Effects
- Race and Ethnicity
- Immigration
- Gender
- Quantitative Methodology
Elizabeth Keiffer
Walton College of Business
- Impact of missing data
- statistical results
- analyst perceptions
- interpretations of decisions
Xiao Liu
Industrial Engineering
- Physics-based Data-Driven Methodologies
- sensor-based environmental monitoring
- radar/satellite image modeling
- surrogate spatio-temporal models for stress/deformation on surface manifold based on Finite Element Analysis
- Engineering-Knowledge-Based Data-Driven Monitoring for complex
- Condition monitoring for reliability and energy efficiency of data center cooling systems
- Tree-based Ensemble Statistical Learning for Recurrent Event Data
- Intelligent food-borne outbreaks source investigation
- Reliability modeling and predictive maintenance for large-scale heterogeneous field systems
Jacob Monroe
Chemical Engineering
- Machine Learning Methods
- Molecular dynamics
- Monte Carlo simulation
- Biomolecular self-assembly and adsorption
Karthik Nayani
Chemical Engineering
- Soft Materials
- Biomaterials
- Self Assembly
Ed Pohl
Industrial Engineering
- Reliability and Maintenance Modeling
- Healthcare Logistics
- Decision and Risk Analysis
- Engineering Optimization
- Probabilistic Design
- Systems Engineering
Raj Raghavendra Rao
Biomedical Engineering
- Stem Cell Bioprocessing
- Biomaterials
- Biomarkers
- Pluripotency
- Genomic Stability
- Cancer Stem Cells
- Cellular Reprogramming
- Neural and Cardiovascular Bioengineering
- Regenerative Medicine
- Biomedical Engineering Education
- Healthcare Entrepreneurship
William Richarson
Chemical Engineering
- computational modeling
- data science
- in vitro screening tools
- engineer personalied medicine approaches for combatting cardiac disease
Jason Ridge
Walton College of Business
- Interaction between business & government
- How corporate lobbying shapes the regulatory environment
- How compensation mechanisms influence decision making
Manuel D. Rossetti
Industrial Engineering
- design, analysis, and optimization of logistics
- manufacturing
- health care
- transportation systems using computer simulation and operations research techniques
Karl Schubert
Industrial Engineering
- data science
John Tipton
Arts & Sciences
- data science
Alan Vazquez
Industrial Engineering
- Experimental design
- model selection
- longitudinal data analysis
- Heuristic algorithms
- mixed integer
- programming
Xintao Wu
Computer Science & Computer Engineering
- Privacy Preserving Data Mining
- Fraud Detection
- Anti-Discrimination Learning
- Spectral Graph Analysis