Douglas A. Talbert

According to our database, Douglas A. Talbert authored at least 69 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Assessing and Addressing Model Trustworthiness Trade-offs in Trauma Triage.

Douglas A. Talbert, Katherine L. Phillips, Katherine E. Brown, Steve Talbert

Int. J. Artif. Intell. Tools, May, 2024

Preface.

Ingrid Russell, Sheikh Rabiul Islam, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan

Int. J. Artif. Intell. Tools, May, 2024

Advances in Explainable, Fair, and Trustworthy AI.

Sheikh Rabiul Islam, Ingrid Russell, William Eberle, Douglas A. Talbert, Md Golam Moula Mehedi Hasan

Int. J. Artif. Intell. Tools, May, 2024

Preface.

Soon Ae Chun, Douglas A. Talbert

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

Beyond Size and Accuracy: The Impact of Model Compression on Fairness.

Moumita Kamal, Douglas A. Talbert

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

Intelligent Infrastructure Facilitating Sequence Recommendation for Cybersecurity Education Systems.

Eric L. Brown, Douglas A. Talbert

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

2023

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

Katherine L. Phillips, Katherine E. Brown, Steve Talbert, Douglas A. Talbert

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Semantic Segmentation with Multispectral Satellite Images of Waterfowl Habitat.

Mateo Gannod, Nicholas Masto, Collins Owusu, Cory Highway, Katherine E. Brown, Abigail Blake-Bradshaw, Jamie Feddersen, Heath Hagy, Douglas A. Talbert, Bradley Cohen

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2022

Anomaly Detection for a Water Treatment System Based on One-Class Neural Network.

Emmanuel Aboah Boateng, Jerry W. Bruce, Douglas A. Talbert

IEEE Access, 2022

Drug Repurposing for Rare Orphan Diseases Using Machine Learning Techniques.

Rajesh Manicavasagam, Prabin B. Lamichhane, Prajjwal Kandel, Douglas A. Talbert

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

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

Brandon Hines, Douglas A. Talbert, Steven Anton

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

Mitigating the Rashomon Effect in Counterfactual Explanation: A Game-theoretic Approach.

Md. Golam Moula Mehedi Hasan, Douglas A. Talbert

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

Data Augmentation using Counterfactuals: Proximity vs Diversity.

Md. Golam Moula Mehedi Hasan, Douglas A. Talbert

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

Using Explainable AI to Measure Feature Contribution to Uncertainty.

Katherine E. Brown, Douglas A. Talbert

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

A Simple Direct Uncertainty Quantification Technique Based on Machine Learning Regression.

Katherine E. Brown, Douglas A. Talbert

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Counterfactual Examples for Data Augmentation: A Case Study.

Md. Golam Moula Mehedi Hasan, Douglas A. Talbert

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

The Uncertainty of Counterfactuals in Deep Learning.

Katherine E. Brown, Douglas A. Talbert, Steve Talbert

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Trauma Triage in an Information Rich Environment.

Douglas A. Talbert, Steve Talbert

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Ensemble-Based Online Machine Learning Algorithms for Network Intrusion Detection Systems Using Streaming Data.

Nathan Martindale, Muhammad Ismail, Douglas A. Talbert

Inf., 2020

Uncertainty Quantification in Multimodal Ensembles of Deep Learners.

Katherine E. Brown, Farzana Ahamed Bhuiyan, Douglas A. Talbert

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

Assessing Modality Selection Heuristics to Improve Multimodal Machine Learning for Malware Detection.

Farzana Ahamed Bhuiyan, Katherine E. Brown, Md Bulbul Sharif, Quentin D. Johnson, Douglas A. Talbert

Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

Model Evasion Attack on Intrusion Detection Systems using Adversarial Machine Learning.

Md. Ahsan Ayub, William A. Johnson, Douglas A. Talbert, Ambareen Siraj

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Mimic Learning to Generate a Shareable Network Intrusion Detection Model.

Ahmed Shafee, Mohamed Baza, Douglas A. Talbert, Mostafa M. Fouda, Mahmoud Nabil, Mohamed Mahmoud

Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

Toward Never-Ending Learner for Malware Analysis (NELMA).

Moumita Kamal, Douglas A. Talbert

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Investigating bankruptcy prediction models in the presence of extreme class imbalance and multiple stages of economy.

Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Sid C. Bundy, Douglas A. Talbert, Ambareen Siraj

CoRR, 2019

Biologically Extending the Gen 2 ANN Model.

Jesse Roberts, Douglas A. Talbert

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Gene Selection and Clustering of Breast Cancer Data.

Farzana Ahamed Bhuiyan, Md Bulbul Sharif, Paul Joshua Tinker, William Eberle, Douglas A. Talbert, Sheikh Khaled Ghafoor, Lewis J. Frey

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Estimating Uncertainty in Deep Image Classification.

Katherine E. Brown, Douglas A. Talbert

Proceedings of the AMIA 2019, 2019

Heuristically Reducing the Cost of Correlation-based Feature Selection.

Katherine E. Brown, Douglas A. Talbert

Proceedings of the 2019 ACM Southeast Conference, 2019

2018

Prefix and Suffix Sequential Pattern Mining.

Rina Singh, Jeffrey A. Graves, Douglas A. Talbert, William Eberle

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

Special Track on Artficial Intelligence in Healthcare Informatics.

Douglas A. Talbert, Steve Talbert

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Subgroup Discovery in Sequential Databases.

Rina Singh, Jeffrey A. Graves, Douglas A. Talbert

Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Establishing an Agile Mindset and Culture for Workforce Preparedness: A Baseline Study.

Gerald C. Gannod, Willam F. Eberle, Douglas A. Talbert, Robert A. Cooke, Kathy Hagler, Kathy Opp, Jasmin Baniya

Proceedings of the IEEE Frontiers in Education Conference, 2018

Mining Interesting, Non-Redundant Healthcare Trajectories.

Rina Singh, Jeffery Graves, Susan E. Piras, Lemuel R. Waitman, Michael Prittie, Douglas A. Talbert

Proceedings of the AMIA 2018, 2018

Multi-Task Correlation-Based Feature Selection for Gene Expression Data.

Katherine E. Brown, Douglas A. Talbert

Proceedings of the AMIA 2018, 2018

2017

Anomalies in Students Enrollment Using Visualization.

Nishith Mukeshkumar Thakkar, Lenin Mookiah, Douglas A. Talbert, William Eberle

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Using Machine Learning to Understand Top-Down Effects in an Ecosystem: Opportunities, Challenges, and Lessons Learned.

Douglas A. Talbert, Paul Tinker, Tom Crowther, Donald Walker

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Detection of Anomalous Activity in Diabetic Patients Using Graph-Based Approach.

Ramesh Paudel, William Eberle, Douglas A. Talbert

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

2016

Complex Patterns in Dynamic Attributed Graphs.

Rina Singh, Jeffrey A. Graves, Douglas A. Talbert

Proceedings of the 25th International Conference on World Wide Web, 2016

Never-Ending Medical Learning.

Douglas A. Talbert, William Eberle, Mei Liu

Proceedings of the AMIA 2016, 2016

2015

Using Subgroup Discovery Metrics to Mine Interesting Subgraphs.

Russ Neely, Zach Cleghern, Douglas A. Talbert

Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014

Correlating Information Use with Cost and Quality in a Rural ACO.

Douglas A. Talbert, Harold Chertok, Kenneth R. Currie, Rebecca L. Turpin, Steve Talbert

Proceedings of the AMIA 2014, 2014

2013

Special Track on Artificial Intelligence in Healthcare Informatics.

Douglas A. Talbert, Steve Talbert

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

2011

A Machine Learning and Data Mining Framework to Enable Evolutionary Improvement in Trauma Triage.

Douglas A. Talbert, Matt Honeycutt, Steve Talbert

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011

2010

Interactive Knowledge Frontier Discovery with COBWEB-KFD.

Matt Honeycutt, Douglas A. Talbert, Steve Talbert

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2005

Research Paper: Effect of CPOE User Interface Design on User-Initiated Access to Educational and Patient Information during Clinical Care.

S. Trent Rosenbloom, Antoine Geissbühler, William D. Dupont, Dario A. Giuse, Douglas A. Talbert, William M. Tierney, W. Dale Plummer, William W. Stead, Randolph A. Miller

J. Am. Medical Informatics Assoc., 2005

Research Paper: Interventions to Regulate Ordering of Serum Magnesium Levels: Report of an Unintended Consequence of Decision Support.

S. Trent Rosenbloom, Kou-Wei Chiu, Daniel W. Byrne, Douglas A. Talbert, Eric G. Neilson, Randolph A. Miller

J. Am. Medical Informatics Assoc., 2005

Weathering MindStorms with drizzle and DIODE in CS0.

J. C. Ernest, A. S. Bowser, S. Ghule, S. Sudireddy, Jameson P. Porter, Douglas A. Talbert, Martha J. Kosa

Proceedings of the 10th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2005

An Incremental Pharmacy Informatics Model for Use in a Rural Hospital.

Douglas A. Talbert, Edward Roush, Luis Velazco, Casey White

Proceedings of the AMIA 2005, 2005

Predicting Cancer Type with Dimensionality-Reduced Gene Expression Micro-Array Data.

Marc Santoro, Douglas A. Talbert

Proceedings of the AMIA 2005, 2005

A Grassroots Resource Locator System for Rural Healthcare Providers.

Jameson P. Porter, Chet Gentry, Douglas A. Talbert

Proceedings of the AMIA 2005, 2005

2004

Clinicians' perceptions of clinical decision support integrated into computerized provider order entry.

S. Trent Rosenbloom, Douglas A. Talbert, Dominik Aronsky

Int. J. Medical Informatics, 2004

2003

Developing a Methodology to Improve the Allocation of Specialized Health Resources for Acutely Injured Persons.

Steve Talbert, Douglas A. Talbert

Proceedings of the AMIA 2003, 2003

2002

Implementing Computerized Decision Support for Ordering Titratable Drugs in a Pediatric Critical Care Unit.

Douglas A. Talbert, N. R. Patel, Lorianne Wright, Fred R. Hargrove

Proceedings of the AMIA 2002, 2002

Surveying Housestaff Opinions Regarding Clinical Decision Support.

S. Trent Rosenbloom, Douglas A. Talbert, Dominik Aronsky

Proceedings of the AMIA 2002, 2002

A Decision Support System to Promote Oral Antibiotic Dosing.

Todd M. Hulgan, Fred R. Hargrove, Douglas A. Talbert, S. Trent Rosenbloom

Proceedings of the AMIA 2002, 2002

2001

Embedding Drug Dispensing Logic to Provide a More Intelligent Clinician Order Entry/Pharmacy Interface.

Douglas A. Talbert, Fred R. Hargrove

Proceedings of the AMIA 2001, 2001

User Communication and Problem Tracking: A Multi-faceted Approach to Rapid Application Development.

John Stone, Douglas A. Talbert, Antoine Geissbühler, Dominik Aronsky, Randolph A. Miller

Proceedings of the AMIA 2001, 2001

Integrating Decision Support into Computerized Physician Order Entry.

S. Trent Rosenbloom, Douglas A. Talbert, Dominik Aronsky

Proceedings of the AMIA 2001, 2001

A Data Model to Represent Clinically Oriented Drug Dosing Rules.

Rodney M. Hamilton, Douglas A. Talbert, Phillip W. Stewart

Proceedings of the AMIA 2001, 2001

A computer based intervention on the appropriate use of arterial blood gas.

P. Bansal, Dominik Aronsky, Douglas A. Talbert, Randolph A. Miller

Proceedings of the AMIA 2001, 2001

2000

An empirical analysis of techniques for constructing and searching k-dimensional trees.

Douglas A. Talbert, Douglas H. Fisher

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Experience using a programmable rules engine to implement a complex medical protocol during order entry.

John Starmer, Douglas A. Talbert, Randolph A. Miller

Proceedings of the AMIA 2000, 2000

1999

Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees.

Douglas A. Talbert, Douglas H. Fisher

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

OPT-KD: An Algorithm for Optimizing Kd-Trees.

Douglas A. Talbert, Douglas H. Fisher

Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

Design Challenges for Web-Based Database Maintenance.

Douglas A. Talbert, Antoine Geissbühler

Proceedings of the AMIA 1999, 1999

Clinical Decision-Support, Order Entry, Notes Capture and Knowledge Maintenance at Vanderbilt.

Antoine Geissbühler, Douglas A. Talbert, Jonathan Grande, Randolph A. Miller

Proceedings of the AMIA 1999, 1999

1998

A Review of the Fourteenth International Conference on Machine Learning.

Lewis J. Frey, Cen Li, Douglas A. Talbert, Douglas H. Fisher

Intell. Data Anal., 1998

1997

Inference using Probabilistic Concept Trees.

Douglas H. Fisher, Douglas A. Talbert

Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997