| Blood Cell Classification using Interpretable Shape Features: A Comparative Study of SVM Models and CNN-Based Approaches WF Lamberti Computer Methods and Programs in Biomedicine Update, 2021 | 11 | 2021 |
| Classification of Synthetic Aperture Radar Images of Icebergs and Ships Using Random Forests Outperforms Convolutional Neural Networks WF Lamberti 2020 IEEE Radar Conference (RadarConf20), 1-6, 2020 | 5 | 2020 |
| An overview of explainable and interpretable AI WF Lamberti AI Assurance: Towards Trustworthy, Explainable, Safe, and Ethical AI, 55, 2022 | 4 | 2022 |
| Algorithms to Improve Analysis and Classification for Small Data WF Lamberti George Mason University, 2020 | 4 | 2020 |
| Extracting physical characteristics of higher-order chromatin structures from 3D image data WF Lamberti, C Zang Computational and Structural Biotechnology Journal 20, 3387-3398, 2022 | 2 | 2022 |
| SVM Model for Blood Cell Classification using Interpretable Features Outperforms CNN Based Approaches WF Lamberti Symposium on Data Science and Statistics, 2020 | 2 | 2020 |
| Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features WF Lamberti arXiv preprint arXiv:2201.11864, 2022 | 1 | 2022 |
| Using Shape Metrics to Describe 2D Data Points WF Lamberti arXiv preprint arXiv:2201.11857, 2022 | 1 | 2022 |
| State of Kubernetes Cost Optimization WF Lamberti, F Rubbo, K Hua, L Pan, M Kendall Google, White Paper, 2023 | | 2023 |
| Shape Proportions and Sphericity in n Dimensions WF Lamberti arXiv preprint arXiv:2208.06292, 2022 | | 2022 |
| Quantifying Differences Between Machine Learning Classification Models Applied to Cancer Microscopy Data WF Lamberti, C Zang Microscopy and Microanalysis 28 (S1), 3006-3008, 2022 | | 2022 |
| A Brief Overview of Explainable and Interpretable AI WF Lamberti 2022 Symposium on Data Science & Statistics, 2022 | | 2022 |
| An Introduction to R for Non-Programmers WF Lamberti | | 2022 |
| Pill Shape Classification using Imbalanced Data with Human-Machine Hybrid Explainable Model WF Lamberti US Patent App. 17/314,199, 2021 | | 2021 |
| SVM-Based Models for Pill Shape Classification WF Lamberti, JM Kinser, WG Kennedy, M Eagle, DI Holmes 2021 Symposium on Data Science and Statistics, 2021 | | 2021 |
| Classification of White Blood Cell Leukemia using RF Outperforms CNNs WF Lamberti 2021 NHLBI Systems Biology Symposium, 2021 | | 2021 |
| Generalized Process for Categorizing and Analyzing Image Data WF Lamberti US Patent App. 16/032,936, 2020 | | 2020 |
Chongzhi ZangAssociate Professor, University of VirginiaVerified email at virginia.edu
