Research Areas (being updated)
Statistical Monitoring and Analytics
- Imputation methods’ impact on the T2 Hotelling Statistic
- Monitoring mass spectrometry data and modeling
- Monitoring IoT streams
- Design of the Hotelling T2 control chart for IoT data
- Univariate and Multivariate models
AI, Deep Learning, Machine Learning, and Statistics
- AI compression techniques: pruning, knowledge distillation, quantization, and Optimization.
- Chatbot Dev: RAG systems, system chunking, agentic RAG, multi-agents
- Cancer and MetS: causal inference framework
- Prediction Clinical Trial Enrollment Rates
- Computation Flow Cytometry
Applied Mathematics Statistics Projects
- Confidence Intervals for Binomial Proportions
- Second Generation of p-values
- Latent Class Analysis and Sample Size Determination
- Predicting the cheery blossom day of the year using LSTM Networks and Regression
- Veterans Disability Compensation Recipients in the USA in 2021: A Statistical Analysis
- Data Science Education Trends using Social and Scientific Interests Metrics
- Load forecasting using regression models
- R package developments.
- R Shiny Apps
- Python Libraries and Apps
UWF Grant Resources