Donald E. Brown
Orcid: 0000-0002-9140-2632
According to our database1,
Donald E. Brown
authored at least 159 papers
between 1975 and 2023.
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Bibliography
2023
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT.
CoRR, 2023
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers.
CoRR, 2023
The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning.
CoRR, 2023
Label-Efficient Contrastive Learning-Based Model for Nuclei Detection and Classification in 3D Cardiovascular Immunofluorescent Images.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2023
Determining Risk Factors for Long COVID Using Positive Unlabeled Learning on Electronic Health Records Data from NIH N3C.
Proceedings of the International Conference on Machine Learning and Applications, 2023
A Bayesian Hierarchical Analysis on the Disparity of Emergency Department Visits for COVID-19: A Cohort Study Using National COVID Cohort Collaborative (N3C) Data.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the 2023 10th International Conference on Bioinformatics Research and Applications, 2023
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023
Global Analysis with Aggregation-based Beaconing Detection across Large Campus Networks.
Proceedings of the Annual Computer Security Applications Conference, 2023
2022
Using Machine Learning to Identify Organ System Specific Limitations to Exercise via Cardiopulmonary Exercise Testing.
IEEE J. Biomed. Health Informatics, 2022
Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts.
IEEE J. Biomed. Health Informatics, 2022
The iTHRIV Commons: a cross-institution information and health research data sharing architecture and web application.
J. Am. Medical Informatics Assoc., 2022
Neural network methods for diagnosing patient conditions from cardiopulmonary exercise testing data.
BioData Min., 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images.
Proceedings of the Machine Learning for Healthcare Conference, 2022
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Analyzing historical diagnosis code data from NIH N3C and RECOVER Programs using deep learning to determine risk factors for Long Covid.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Vital Measurements of Hospitalized COVID-19 Patients as a Predictor of Long COVID: An EHR-based Cohort Study from the RECOVER Program in N3C.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
Human-in-the-Loop Data Collection and Evaluation for Improving Mathematical Conversations.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022
2021
Identification of Suicidal Ideation in the Canadian Community Health Survey - Mental Health Component Using Deep Learning.
Frontiers Artif. Intell., 2021
Evaluation of mathematical questioning strategies using data collected through weak supervision.
CoRR, 2021
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos.
CoRR, 2021
Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos.
CoRR, 2021
Toward Knowledge Discovery Framework for Data Science Job Market in the United States.
CoRR, 2021
Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video.
CoRR, 2021
Embeddings of genomic region sets capture rich biological associations in lower dimensions.
Bioinform., 2021
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
CoMixMatch: Semi-supervised Detection of Pancreatic Cancer on Noisy, Gigapixel Histology Images.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Graph Convolutional Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
Combining Multiple Annotations to Count Cells in 3D Cardiovascular Immunofluorescent Images.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications, 2021
2020
Inf., 2020
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education.
CoRR, 2020
A recurrent neural network approach to predicting hemoglobin trajectories in patients with End-Stage Renal Disease.
Artif. Intell. Medicine, 2020
Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with a Mainstream Religious Group.
Proceedings of the Intelligent Computing, 2020
Screening for Barrett's Esophagus with Probe-Based Confocal Laser Endomicroscopy Videos.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
IEEE Trans. Learn. Technol., 2019
Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks.
CoRR, 2019
Proceedings of the 28th International Conference on Computer Communication and Networks, 2019
From Videos to URLs: A Multi-Browser Guide to Extract User's Behavior with Optical Character Recognition.
Proceedings of the Advances in Computer Vision, 2019
CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
A transient stochastic simulation-optimization model for operational fuel planning in-theater.
Eur. J. Oper. Res., 2018
CoRR, 2018
Exploring gaze Behavior to Assess Performance in Digital Game-based Learning Systems.
Proceedings of the 2018 Winter Simulation Conference, 2018
Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection.
Proceedings of the 17th IEEE International Conference On Trust, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2nd International Conference on Information System and Data Mining, 2018
Proceedings of the 10th International Joint Conference on Knowledge Discovery, 2018
Comparing the Performance of an Immersive Virtual Reality and Traditional Desktop Cultural Game.
Proceedings of the 2nd International Conference on Computer-Human Interaction Research and Applications, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Hyperparameter Optimization for Predicting the Tolerance Level of Religious Discourse.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Environmental Reservoirs of Nosocomial Infection: Imputation Methods for Linking Clinical and Environmental Microbiological Data to Understand Infection Transmission.
Proceedings of the AMIA 2017, 2017
2016
IEEE Trans. Intell. Transp. Syst., 2016
PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers.
CoRR, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
2015
Netw. Model. Anal. Health Informatics Bioinform., 2015
IEEE Intell. Syst., 2015
IEEE Intell. Syst., 2015
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
Proceedings of the Internet of Vehicles - Safe and Intelligent Mobility, 2015
Regular expression acceleration on the micron automata processor: Brill tagging as a case study.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the A Guide to Publishing for Academics, 2015
2014
Simul., 2014
Simulation optimization of police patrol district design using an adjusted simulated annealing approach.
Proceedings of the 2014 Spring Simulation Multiconference, 2014
Measures of Entropy and Change Point Analysis as Predictors of Post-Surgical Adverse Outcomes.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
Police patrol districting method and simulation evaluation using agent-based model & GIS.
Secur. Informatics, 2013
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Using discrete event simulation to evaluate time series forecasting methods for security applications.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013
Scalable and Locally Applicable Measures of Treatment Variation That Use Hospital Billing Data.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
2012
Using Temporal Indicator Functions with Generalized Linear Models for Spatial-Temporal Event Prediction.
Proceedings of the Conference on Systems Engineering Research, 2012
Int. J. Syst. Syst. Eng., 2012
Proceedings of the 2012 Spring Simulation Multiconference, 2012
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012
Investigating a Bayesian Hierarchical Framework for Feature-Space Modeling of Criminal Site-Selection Problems.
Proceedings of the 23rd Midwest Artificial Intelligence and Cognitive Science Conference 2012, 2012
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012
Spatio-temporal modeling of criminal incidents using geographic, demographic, and twitter-derived information.
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012
2011
Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011
2009
2007
IEEE Trans. Syst. Man Cybern. Part B, 2007
Detecting local regions of change in high-dimensional criminal or terrorist point processes.
Comput. Stat. Data Anal., 2007
2006
Spatial analysis with preference specification of latent decision makers for criminal event prediction.
Decis. Support Syst., 2006
Decis. Support Syst., 2006
2005
IEEE Trans. Syst. Man Cybern. Part A, 2005
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005
Assessing casualty densities based on sensor reports pursuant to a large-scale disaster.
Proceedings of the IEEE International Conference on Systems, 2005
A Rule-Based Approach to the Analysis of Elders' Activity Data: Detection of Health and Possible Emergency Conditions.
Proceedings of the Caring Machines: AI in Eldercare, 2005
2004
IEEE Trans. Syst. Man Cybern. Part C, 2004
A Generalized Multiple Response Surface Methodology for Complex Computer Simulation Applications.
Proceedings of the 36th conference on Winter simulation, 2004
Simulated Annealing for Selection of Experimental Regions in Response Surface Methodology Applications.
Proceedings of the 36th conference on Winter simulation, 2004
Using Agent-based Modeling and Human-in-the-Loop Simulation to Analyze Army Acquisition Programs.
Proceedings of the 36th conference on Winter simulation, 2004
Proceedings of the Intelligence and Security Informatics, 2004
2003
A decision model for spatial site selection by criminals: a foundation for law enforcement decision support.
IEEE Trans. Syst. Man Cybern. Part C, 2003
Decis. Support Syst., 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003
2002
Adv. Comput., 2002
Mining human failure dynamics from accident data using logistic regression and decision trees.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics: Bridging the Digital Divide, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002
Proceedings of the AMIA 2002, 2002
2001
IEEE Trans. Syst. Man Cybern. Part A, 2001
Using cluster specific salience weighting to determine the preferences of agents for multi-agent simulations.
Proceedings of the IEEE International Conference on Systems, 2001
Proceedings of the IEEE International Conference on Systems, 2001
Proceedings of the First SIAM International Conference on Data Mining, 2001
Supporting Verification of the Comprehensive Nuclear Test Ban Treaty through a Persistent Conversation Interface.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001
2000
IEEE Trans. Syst. Man Cybern. Part C, 2000
Int. J. Technol. Manag., 2000
Proceedings of the IEEE International Conference on Systems, 2000
Proceedings of the IEEE International Conference on Systems, 2000
1998
IEEE Trans. Syst. Man Cybern. Part C, 1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
The Regional Crime Analysis Program (ReCAP): a framework for mining data to catch criminals.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
1997
J. Am. Soc. Inf. Sci., 1997
1996
Pattern Recognit. Lett., 1996
1995
IEEE Trans. Knowl. Data Eng., 1995
1994
IEEE Trans. Neural Networks, 1994
1993
A comparison of decision tree classifiers with backpropagation neural networks for multimodal classification problems.
Pattern Recognit., 1993
1992
IEEE Trans. Neural Networks, 1992
Pattern Recognit., 1992
J. Autom. Reason., 1992
Comput. Oper. Res., 1992
1991
A System for Learning Routes and Schedules with Genetic Algorithms.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
1990
INFORMS J. Comput., 1990
1989
IEEE Trans. Syst. Man Cybern., 1989
A Parallel Genetic Heuristic for the Quadratic Assignment Problem.
Proceedings of the 3rd International Conference on Genetic Algorithms, 1989
1988
Proceedings of the First International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, IEA/AIE 1988, June 1-3, 1988, Tullahoma, TN, USA. ACM, 1988, 1988
1987
IEEE Trans. Syst. Man Cybern., 1987
Decis. Support Syst., 1987
1986
1975
IEEE Trans. Commun., 1975