Talbert, DA

Talbert, DA

Tennessee Tech University

H-index: 14

North America-United States

About Talbert, DA

Talbert, DA, With an exceptional h-index of 14 and a recent h-index of 11 (since 2020), a distinguished researcher at Tennessee Tech University, specializes in the field of machine learning, never-ending learning, lifelong machine learning, medical informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Assessing and Addressing Model Trustworthiness Trade-offs in Trauma Triage

Advances in Explainable, Fair, and Trustworthy AI

Semantic Segmentation with Multispectral Satellite Images of Waterfowl Habitat

Group Bias and the Complexity/Accuracy Tradeoff in Machine Learning-Based Trauma Triage Models

A QUEST for Model Assessment: Identifying Difficult Subgroups via Epistemic Uncertainty Quantification

Anomaly detection for a water treatment system based on one-class neural network

Mitigating the rashomon effect in counterfactual explanation: A game-theoretic approach

Data augmentation using counterfactuals: Proximity vs diversity

Talbert, DA Information

University

Position

___

Citations(all)

903

Citations(since 2020)

438

Cited By

564

hIndex(all)

14

hIndex(since 2020)

11

i10Index(all)

17

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Talbert, DA Skills & Research Interests

machine learning

never-ending learning

lifelong machine learning

medical informatics

Top articles of Talbert, DA

Assessing and Addressing Model Trustworthiness Trade-offs in Trauma Triage

International Journal on Artificial Intelligence Tools

2024/5/25

Advances in Explainable, Fair, and Trustworthy AI

INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS

2024/5

Semantic Segmentation with Multispectral Satellite Images of Waterfowl Habitat

The International FLAIRS Conference Proceedings

2023/5/8

Group Bias and the Complexity/Accuracy Tradeoff in Machine Learning-Based Trauma Triage Models

The International FLAIRS Conference Proceedings

2023/5/8

A QUEST for Model Assessment: Identifying Difficult Subgroups via Epistemic Uncertainty Quantification

AMIA Annual Symposium Proceedings

2023

Anomaly detection for a water treatment system based on one-class neural network

IEEE access

2022/11/1

Mitigating the rashomon effect in counterfactual explanation: A game-theoretic approach

The International FLAIRS Conference Proceedings

2022/5/4

Data augmentation using counterfactuals: Proximity vs diversity

The International FLAIRS Conference Proceedings

2022/5/4

Using explainable ai to measure feature contribution to uncertainty

The International FLAIRS Conference Proceedings

2022/5/4

Drug repurposing for rare orphan diseases using machine learning techniques

The International FLAIRS Conference Proceedings

2022/5/4

A Simple Direct Uncertainty Quantification Technique Based on Machine Learning Regression

The International FLAIRS Conference Proceedings

2022/5/4

Improving Trust via XAI and Pre-Processing for Machine Learning of Complex Biomedical Datasets

The International FLAIRS Conference Proceedings

2022/5/4

Toward early damage detection of total knee arthroplasty implants via convolutional neural networks

2022/4/19

A Survey of Scalable Reinforcement Learning

2022

Utilizing Real-Time Strategy for Penetration Testing

Int. J. Chaotic Comput.

2022

Learning to Estimate Epistemic Uncertainty in Neural Networks

2021/10/6

The uncertainty of counterfactuals in deep learning

The International FLAIRS Conference Proceedings

2021/4/27

Counterfactual examples for data augmentation: A case study

The International FLAIRS Conference Proceedings

2021/4/18

Using ai/machine learning for reconnaissance activities during network penetration testing

International Conference on Cyber Warfare and Security

2021/2/1

Toward Never-Ending Learner for Malware Analysis (NELMA)

2020/12/10

See List of Professors in Talbert, DA University(Tennessee Tech University)