Research Areas (being updated)
FOCUS 1: Statistical Process Monitoring
- 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
- Wavelet-based statistics
FOCUS 2: Biomedical and Statistics, Deep Learning, Machine Learning, and AI
- ACL injuries and isokinetic data
- ACL reconstruction and MRI data
- Predictive models for Clinical Trial Enrollment Rates
- Uncertainty quantification for cancer flow cytometry gating
- Cancer and Metabolic syndromes: causal inference framework from All of US Research
- HPV vaccination x Metabolic Syndromes x Mental Health interaction
- Biomass predictive models for seaturtle
FOCUS 3: Engineering and Statistics, Deep Learning, Machine Learning, and AI
- LLM and VLM compression models: pruning, knowledge distillation, quantization, and Optimization.
- 3D point cloud segmentation and classification
- Chatbot Dev: RAG systems, system chunking, agentic RAG, multi-agents
Students-Led 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
UWF Grant Resources