Herbert Wertheim College of Engineering
Data Science Research Lab
Led by Daisy Zhe Wang · Computer and Information Science and Engineering
What we study
The lab builds systems and algorithms for large-scale data analysis using statistics and machine learning. They focus on creating probabilistic knowledge graphs from text, images, and crowd-sourced data.
What working here is like
- Computational
- No organisms (data only)
- Coding required
- Project
- 1
- Papers
- 5
Current projects
Building and reasoning with probabilistic knowledge graphs
Creating and analyzing knowledge graphs that account for uncertainty in data.
Summaries are written by AI in plain language from public symposium abstracts and may be imperfect.
Recent papers, explained
- MuCHEx: A Multimodal Conversational Debugging Tool for Interactive Visual Exploration of Hierarchical Object Classification
2025 · IEEE Computer Graphics and Applications
Develops a tool for debugging hierarchical object classification models.
- Question Answering for Electronic Health Records: Scoping Review of Datasets and Models
2024 · Journal of Medical Internet Research
Reviews how question-answering systems use electronic health records to help doctors and patients.
Show 3 more papersShow fewer
- A Neuro-Symbolic Framework for Tree Crown Delineation and Tree Species Classification
2024 · Remote Sensing
Creates a framework for neuro-symbolic models in tree crown delineation.
- Improving Rare Tree Species Classification Using Domain Knowledge
2023 · IEEE Geoscience and Remote Sensing Letters
Uses forest knowledge to improve computer models for identifying rare tree species.
- Data science competition for cross-site individual tree species identification from airborne remote sensing data
2023 · PeerJ
Ran a competition to find better ways to identify tree species from aerial images.
Plain-language summaries are AI-written and reviewed by us; check the paper for details.
How to reach out
Daisy Zhe Wang hasn't set up this page yet. You can also look them up in the UF directory (search “Daisy Zhe Wang”).