Donald E. Brown

195 papers A 3B 12C 15Misc 9Journal 101Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Detecting Spike Wave Discharges (SWD) using 1-dimensional Residual UNet. CoRR Saurav Sengupta, Scott Kilianski, Suchetha Sharma, Sakina Lashkeri, Ashley McHugh, Mark Beenhakker, Donald E. Brown
2025	J	`jnl`	Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions. CoRR Saurav Sengupta, Nazanin Moradinasab, Jiebei Liu, Donald E. Brown
2025	J	`jnl`	Examining Vision Language Models through Multi-dimensional Experiments with Vision and Text Features. CoRR Saurav Sengupta, Nazanin Moradinasab, Jiebei Liu, Donald E. Brown
2025	—	`conf`	MisstepMath: A Diverse Student Mistake Dataset for AI in Mathematics Teacher Training. AIED (1) Shahina Mohd Azam Ansari, James P. Bywater, Sarah Lilly, Donald E. Brown, Jennifer L. Chiu
2025	—	`conf`	Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment. ICCVW Nazanin Moradinasab, Saurav Sengupta, Jiebei Liu, Sana Syed, Donald E. Brown
2025	J	`jnl`	Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment. CoRR Nazanin Moradinasab, Saurav Sengupta, Jiebei Liu, Sana Syed, Donald E. Brown
2024	—	`conf`	An Improved Bayesian Permutation Entropy Estimator with Wasserstein-Optimized Hierarchical Priors. CHIL Zachary Blanks, Donald E. Brown, Marc A. Adams, Siddhartha S. Angadi
2024	—	`conf`	Automatic Report Generation for Histopathology Images Using Pre-Trained Vision Transformers and BERT. ISBI Saurav Sengupta, Donald E. Brown
2024	J	`jnl`	Computer vision digitization of smartphone images of anesthesia paper health records from low-middle income countries. BMC Bioinform. Ryan D. Folks, Bhiken I. Naik, Donald E. Brown, Marcel Durieux
2024	—	`conf`	Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation. ICMVA Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
2024	—	`conf`	ERDS: Optimizing Domains Using Observation-Based Extremity. ICBRA Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
2024	J	`jnl`	GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation. CoRR Nazanin Moradinasab, Hassan Jafarzadeh, Donald E. Brown
2024	B	`conf`	Gengmm: Generalized Gaussian-Mixture-Based Domain Adaptation Model for Semantic Segmentation. ICIP Nazanin Moradinasab, Hassan Jafarzadeh, Donald E. Brown
2024	C	`conf`	ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation. ICMLA Nazanin Moradinasab, Laura S. Shankman, Rebecca A. Deaton, Gary K. Owens, Donald E. Brown
2024	J	`jnl`	ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation. CoRR Nazanin Moradinasab, Laura S. Shankman, Rebecca A. Deaton, Gary K. Owens, Donald E. Brown
2024	J	`jnl`	Universal representation learning for multivariate time series using the instance-level and cluster-level supervised contrastive learning. Data Min. Knowl. Discov. Nazanin Moradinasab, Suchetha Sharma, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Kenneth C. Bilchick, Dan M. Cooper, Arthur Weltman, Donald E. Brown
2023	C	`conf`	A Bayesian Hierarchical Analysis on the Disparity of Emergency Department Visits for COVID-19: A Cohort Study Using National COVID Cohort Collaborative (N3C) Data. ICMLA Sihang Jiang, Johanna Loomba, Andrea Zhou, Suchetha Sharma, Saurav Sengupta, Donald E. Brown
2023	J	`jnl`	Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT. CoRR Saurav Sengupta, Donald E. Brown
2023	J	`jnl`	Automatic Report Generation for Histopathology images using pre-trained Vision Transformers. CoRR Saurav Sengupta, Donald E. Brown
2023	—	`conf`	Classifying Mathematics Teacher Questions to Support Mathematical Discourse. AIED (Posters/Late Breaking Results/...) Debajyoti Datta, James P. Bywater, Maria Phillips, Sarah Lilly, Jennifer L. Chiu, Ginger S. Watson, Donald E. Brown
2023	C	`conf`	Determining Risk Factors for Long COVID Using Positive Unlabeled Learning on Electronic Health Records Data from NIH N3C. ICMLA Saurav Sengupta, Johanna Loomba, Suchetha Sharma, Scott A. Chapman, Donald E. Brown
2023	A	`conf`	Global Analysis with Aggregation-based Beaconing Detection across Large Campus Networks. ACSAC Yizhe Zhang, Hongying Dong, Alastair Nottingham, Molly Buchanan, Donald E. Brown, Yixin Sun
2023	—	`conf`	Label-Efficient Contrastive Learning-Based Model for Nuclei Detection and Classification in 3D Cardiovascular Immunofluorescent Images. MILLanD@MICCAI Nazanin Moradinasab, Rebecca A. Deaton, Laura S. Shankman, Gary K. Owens, Donald E. Brown
2023	J	`jnl`	Label-efficient Contrastive Learning-based model for nuclei detection and classification in 3D Cardiovascular Immunofluorescent Images. CoRR Nazanin Moradinasab, Rebecca A. Deaton, Laura S. Shankman, Gary K. Owens, Donald E. Brown
2023	J	`jnl`	The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning. CoRR Shan Guleria, Benjamin Schwartz, Yash Sharma, Philip Fernandez, James A. Jablonski, Sodiq Adewole, Sanjana Srivastava, Fisher Rhoads, Michael D. Porter, Michelle Yeghyayan, Dylan Hyatt, Andrew Copland, Lubaina Ehsan, Donald E. Brown, Sana Syed
2023	—	`conf`	Uncertainty Quantification for Eosinophil Segmentation. ICBRA Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
2023	J	`jnl`	Uncertainty Quantification for Eosinophil Segmentation. CoRR Kevin Lin, Donald E. Brown, Sana Syed, Adam Greene
2022	—	`conf`	Analyzing historical diagnosis code data from NIH N3C and RECOVER Programs using deep learning to determine risk factors for Long Covid. BIBM Saurav Sengupta, Johanna Loomba, Suchetha Sharma, Donald E. Brown, Lorna E. Thorpe, Melissa A. Haendel, Christopher G. Chute, Stephanie S. Hong
2022	J	`jnl`	Analyzing historical diagnosis code data from NIH N3C and RECOVER Programs using deep learning to determine risk factors for Long Covid. CoRR Saurav Sengupta, Johanna Loomba, Suchetha Sharma, Donald E. Brown, Lorna E. Thorpe, Melissa A. Haendel, Christopher G. Chute, Stephanie S. Hong
2022	—	`conf`	Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network. EMBC Yash Sharma, Nick Coronato, Donald E. Brown
2022	J	`jnl`	Encoding Cardiopulmonary Exercise Testing Time Series as Images for Classification using Convolutional Neural Network. CoRR Yash Sharma, Nick Coronato, Donald E. Brown
2022	J	`jnl`	Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts. IEEE J. Biomed. Health Informatics Nick Coronato, Donald E. Brown, Yash Sharma, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Dan M. Cooper
2022	—	`conf`	Human-in-the-Loop Data Collection and Evaluation for Improving Mathematical Conversations. AIED (2) Debajyoti Datta, Maria Phillips, James P. Bywater, Sarah Lilly, Jennifer L. Chiu, Ginger S. Watson, Donald E. Brown
2022	—	`conf`	Image-Level Uncertainty in Pseudo-Label Selection for Semi-Supervised Segmentation. EMBC Payden McBee, Fatima Zulqarnain, Sana Syed, Donald E. Brown
2022	—	`conf`	MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. MICCAI (2) Yash Sharma, Sana Syed, Donald E. Brown
2022	J	`jnl`	MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation. CoRR Yash Sharma, Sana Syed, Donald E. Brown
2022	J	`jnl`	Neural network methods for diagnosing patient conditions from cardiopulmonary exercise testing data. BioData Min. Donald E. Brown, Suchetha Sharma, James A. Jablonski, Arthur Weltman
2022	J	`jnl`	The iTHRIV Commons: a cross-institution information and health research data sharing architecture and web application. J. Am. Medical Informatics Assoc. Johanna Loomba, Glenn S. Wasson, Ravi Kiran Reddy Chamakuri, Pabitra Kumar Dash, Stephen G. Patterson, Mary M. A. Potter, Jason Edward Krisch, Martha M. Tenzer, Karen C. Johnston, Donald E. Brown
2022	J	`jnl`	Using Machine Learning to Identify Organ System Specific Limitations to Exercise via Cardiopulmonary Exercise Testing. IEEE J. Biomed. Health Informatics Julio J. Portella, Brian J. Andonian, Donald E. Brown, Joao Mansur, Derek Wales, Vivian L. West, William E. Kraus, William Ed Hammond
2022	—	`conf`	Vital Measurements of Hospitalized COVID-19 Patients as a Predictor of Long COVID: An EHR-based Cohort Study from the RECOVER Program in N3C. BIBM Sihang Jiang, Johanna Loomba, Suchetha Sharma, Donald E. Brown
2022	—	`conf`	Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images. MLHC Nazanin Moradinasab, Yash Sharma, Laura S. Shankman, Gary K. Owens, Donald E. Brown
2022	J	`jnl`	Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images. CoRR Nazanin Moradinasab, Yash Sharma, Laura S. Shankman, Gary K. Owens, Donald E. Brown
2021	—	`conf`	Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision. BIOIMAGING William Adorno III, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown
2021	J	`jnl`	Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision. CoRR William Adorno III, Alexis Catalano, Lubaina Ehsan, Hans Vitzhum von Eckstaedt, Barrett Barnes, Emily McGowan, Sana Syed, Donald E. Brown
2021	—	`conf`	Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification. MIDL Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
2021	J	`jnl`	Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification. CoRR Yash Sharma, Aman Shrivastava, Lubaina Ehsan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
2021	—	`conf`	CoMixMatch: Semi-supervised Detection of Pancreatic Cancer on Noisy, Gigapixel Histology Images. BIOIMAGING J. Vince Pulido, Sana Syed, Donald E. Brown
2021	—	`conf`	Combining Multiple Annotations to Count Cells in 3D Cardiovascular Immunofluorescent Images. BHI William Adorno, Laura S. Shankman, Donald E. Brown
2021	J	`jnl`	Embeddings of genomic region sets capture rich biological associations in lower dimensions. Bioinform. Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, Jason P. Smith, Hyun Jae Cho, Aidong Zhang, Donald E. Brown, Nathan C. Sheffield
2021	J	`jnl`	Evaluation of mathematical questioning strategies using data collected through weak supervision. CoRR Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer L. Chiu, Ginger S. Watson, Laura E. Barnes, Donald E. Brown
2021	J	`jnl`	Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos. CoRR Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
2021	—	`conf`	Graph Convolutional Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos. IEEE BigData Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
2021	—	`conf`	HistoTransfer: Understanding Transfer Learning for Histopathology. BHI Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown
2021	J	`jnl`	HistoTransfer: Understanding Transfer Learning for Histopathology. CoRR Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown
2021	J	`jnl`	Identification of Suicidal Ideation in the Canadian Community Health Survey - Mental Health Component Using Deep Learning. Frontiers Artif. Intell. Sneha Desai, Myriam Tanguay-Sela, David Benrimoh, Robert Fratila, Donald E. Brown, Kelly Perlman, Ann John, Marcos del Pozo-Baños, Nancy Low, Sonia Israel, Lisa Palladini, Gustavo Turecki
2021	J	`jnl`	Improving mathematical questioning in teacher training. CoRR Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer L. Chiu, Ginger S. Watson, Laura E. Barnes, Donald E. Brown
2021	J	`jnl`	Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video. CoRR Sodiq Adewole, Philip Fernandez, Michelle Yeghyayan, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
2021	J	`jnl`	Toward Knowledge Discovery Framework for Data Science Job Market in the United States. CoRR Mojtaba Heidarysafa, Kamran Kowsari, Masoud Bashiri, Donald E. Brown
2021	J	`jnl`	Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos. CoRR Sodiq Adewole, Philip Fernandez, James A. Jablonski, Andrew Copland, Michael D. Porter, Sana Syed, Donald E. Brown
2021	—	`conf`	Virtual Pre-Service Teacher Assessment and Feedback via Conversational Agents. BEA@EACL Debajyoti Datta, Maria Phillips, James P. Bywater, Jennifer L. Chiu, Ginger S. Watson, Laura E. Barnes, Donald E. Brown
2020	J	`jnl`	A recurrent neural network approach to predicting hemoglobin trajectories in patients with End-Stage Renal Disease. Artif. Intell. Medicine Benjamin J. Lobo, Emaad Abdel-Rahman, Donald E. Brown, Lori Dunn, Brendan Bowman
2020	J	`jnl`	Dialogue-based simulation for cultural awareness training. CoRR Sodiq Adewole, Erfaneh Gharavi, Benjamin Shpringer, Martin Bolger, Vaibhav Sharma, Sung Ming Yang, Donald E. Brown
2020	J	`jnl`	Gender Detection on Social Networks using Ensemble Deep Learning. CoRR Kamran Kowsari, Mojtaba Heidarysafa, Tolu Odukoya, Philip Potter, Laura E. Barnes, Donald E. Brown
2020	J	`jnl`	HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach. CoRR Kamran Kowsari, Rasoul Sali, Lubaina Ehsan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
2020	J	`jnl`	HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach. Inf. Kamran Kowsari, Rasoul Sali, Lubaina Ehsan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
2020	—	`conf`	Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images. ICHI Rasoul Sali, Sodiq Adewole, Lubaina Ehsan, Lee A. Denson, Paul Kelly, Beatrice C. Amadi, Lori Holtz, Syed Asad Ali, Sean R. Moore, Sana Syed, Donald E. Brown
2020	J	`jnl`	Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images. CoRR Rasoul Sali, Sodiq Adewole, Lubaina Ehsan, Lee A. Denson, Paul Kelly, Beatrice C. Amadi, Lori Holtz, Syed Asad Ali, Sean R. Moore, Sana Syed, Donald E. Brown
2020	J	`jnl`	Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education. CoRR Debajyoti Datta, Maria Phillips, Jennifer L. Chiu, Ginger S. Watson, James P. Bywater, Laura E. Barnes, Donald E. Brown
2020	—	`conf`	Screening for Barrett's Esophagus with Probe-Based Confocal Laser Endomicroscopy Videos. ISBI J. Vince Pulido, Shan Guleria, Lubaina Ehsan, Tilak Shah, Sana Syed, Donald E. Brown
2020	—	`conf`	Self-attentive Adversarial Stain Normalization. ICPR Workshops (1) Aman Shrivastava, William Adorno, Yash Sharma, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
2020	C	`conf`	Semi-Supervised Classification of Noisy, Gigapixel Histology Images. BIBE J. Vince Pulido, Shan Guleria, Lubaina Ehsan, Matthew Fasullo, Robert Lippman, Pritesh Mutha, Tilak Shah, Sana Syed, Donald E. Brown
2020	—	`conf`	Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with a Mainstream Religious Group. SAI (2) Mojtaba Heidarysafa, Kamran Kowsari, Tolu Odukoya, Philip Potter, Laura E. Barnes, Donald E. Brown
2019	—	`conf`	CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks. BIBM Rasoul Sali, Lubaina Ehsan, Kamran Kowsari, Marium N. Khan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
2019	J	`jnl`	CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks. CoRR Rasoul Sali, Lubaina Ehsan, Kamran Kowsari, Marium N. Khan, Christopher A. Moskaluk, Sana Syed, Donald E. Brown
2019	—	`conf`	Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease. BHI Aman Shrivastava, Karan Kant, Saurav Sengupta, Sung-Jun Kang, Marium N. Khan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed
2019	J	`jnl`	Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease. CoRR Aman Shrivastava, Karan Kant, Saurav Sengupta, Sung-Jun Kang, Marium N. Khan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed
2019	J	`jnl`	Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks. CoRR Kamran Kowsari, Rasoul Sali, Marium N. Khan, William Adorno, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Sana Syed, Donald E. Brown
2019	—	`conf`	From Videos to URLs: A Multi-Browser Guide to Extract User's Behavior with Optical Character Recognition. CVC (1) Mojtaba Heidarysafa, James Reed, Kamran Kowsari, April Celeste R. Leviton, Janet I. Warren, Donald E. Brown
2019	B	`conf`	MobiAmbulance: Optimal Scheduling of Emergency Vehicles in Catastrophic Situations. ICCCN Li Yan, Shohaib Mahmud, Haiying Shen, Natasha Zhang Foutz, Donald E. Brown, Wie Yusuf, Derek Loftis, Lucas Lyons, Jonathan L. Goodall, Joshua Anton
2019	J	`jnl`	Self-Attentive Adversarial Stain Normalization. CoRR Aman Shrivastava, William Adorno, Lubaina Ehsan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed
2019	J	`jnl`	Text Classification Algorithms: A Survey. CoRR Kamran Kowsari, Kiana Jafari Meimandi, Mojtaba Heidarysafa, Sanjana Mendu, Laura E. Barnes, Donald E. Brown
2019	J	`jnl`	Text Classification Algorithms: A Survey. Inf. Kamran Kowsari, Kiana Jafari Meimandi, Mojtaba Heidarysafa, Sanjana Mendu, Laura E. Barnes, Donald E. Brown
2019	J	`jnl`	The Evaluation of a Serious Game to Improve Cross-Cultural Competence. IEEE Trans. Learn. Technol. Brian An, Donald E. Brown, Stephanie A. Guerlain
2019	J	`jnl`	Women in ISIS Propaganda: A Natural Language Processing Analysis of Topics and Emotions in a Comparison with Mainstream Religious Group. CoRR Mojtaba Heidarysafa, Kamran Kowsari, Tolu Odukoya, Philip Potter, Laura E. Barnes, Donald E. Brown
2018	J	`jnl`	A transient stochastic simulation-optimization model for operational fuel planning in-theater. Eur. J. Oper. Res. Benjamin J. Lobo, Donald E. Brown, Matthew S. Gerber, Peter J. Grazaitis
2018	J	`jnl`	An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL). CoRR Mojtaba Heidarysafa, Kamran Kowsari, Donald E. Brown, Kiana Jafari Meimandi, Laura E. Barnes
2018	C	`conf`	Analysis of Railway Accidents' Narratives Using Deep Learning. ICMLA Mojtaba Heidarysafa, Kamran Kowsari, Laura E. Barnes, Donald E. Brown
2018	J	`jnl`	Analysis of Railway Accidents' Narratives Using Deep Learning. CoRR Mojtaba Heidarysafa, Kamran Kowsari, Laura E. Barnes, Donald E. Brown
2018	C	`conf`	Comparing the Performance of an Immersive Virtual Reality and Traditional Desktop Cultural Game. CHIRA Brian An, Forrest Matteo, Matt Epstein, Donald E. Brown
2018	—	`conf`	Differentially Private Hypothesis Transfer Learning. ECML/PKDD (2) Yang Wang, Quanquan Gu, Donald E. Brown
2018	J	`jnl`	Exploring Gaze Behavior to Assess Performance in Digital Game-Based Learning Systems. CoRR Brian An, Inki Kim, Erfan Pakdamanian, Donald E. Brown
2018	Misc	`conf`	Exploring gaze Behavior to Assess Performance in Digital Game-based Learning Systems. WSC Brian An, Inki Kim, Erfan Pakdamanian, Donald E. Brown
2018	J	`jnl`	From Videos to URLs: A Multi-Browser Guide To Extract User's Behavior with Optical Character Recognition. CoRR Mojtaba Heidarysafa, James Reed, Kamran Kowsari, April Celeste R. Leviton, Janet I. Warren, Donald E. Brown
2018	—	`conf`	Longitudinal Analysis of Linguistic flexibility of Value-motivated Groups. IEEE BigData Mohammad Al Boni, Seth Green, Megan Stiles, Katherine Harton, Donald E. Brown
2018	—	`conf`	Predicting Violent Behavior using Language Agnostic Models. KDIR Yingjie Liu, Gregory Wert, Benjamin Greenawald, Mohammad Al Boni, Donald E. Brown
2018	—	`conf`	Privacy Preserving Distributed Deep Learning and Its Application in Credit Card Fraud Detection. TrustCom/BigDataSE Yang Wang, Stephen C. Adams, Peter A. Beling, Steven Greenspan, Sridhar Rajagopalan, Maria C. Velez-Rojas, Serge Mankovski, Steven M. Boker, Donald E. Brown
2018	—	`conf`	RMDL: Random Multimodel Deep Learning for Classification. ICISDM Kamran Kowsari, Mojtaba Heidarysafa, Donald E. Brown, Kiana Jafari Meimandi, Laura E. Barnes
2018	J	`jnl`	RMDL: Random Multimodel Deep Learning for Classification. CoRR Kamran Kowsari, Mojtaba Heidarysafa, Donald E. Brown, Kiana Jafari Meimandi, Laura E. Barnes
2017	—	`conf`	Cultural Dimension Theory Based Simulations for US Army Personnel. SBP-BRiMS Brian An, Donald E. Brown, Riannon M. Hazell, Peter J. Grazaitis
2017	Misc	`conf`	Environmental Reservoirs of Nosocomial Infection: Imputation Methods for Linking Clinical and Environmental Microbiological Data to Understand Infection Transmission. AMIA Julia Lensing, Ketki Vilankar, Hyojung Kang, Donald E. Brown, Amy Mathers, Laura E. Barnes
2017	C	`conf`	HDLTex: Hierarchical Deep Learning for Text Classification. ICMLA Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes
2017	J	`jnl`	HDLTex: Hierarchical Deep Learning for Text Classification. CoRR Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa, Kiana Jafari Meimandi, Matthew S. Gerber, Laura E. Barnes
2017	—	`conf`	Hyperparameter Optimization for Predicting the Tolerance Level of Religious Discourse. SBP-BRiMS Donald E. Brown, Hope McIntyre, Peter J. Grazaitis, Riannon M. Hazell, Nicholas Venuti
2016	C	`conf`	Extracting Addresses from News Reports Using Conditional Random Fields. ICMLA Donald E. Brown, Xiaoqian Liu
2016	J	`jnl`	PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers. CoRR Wei Xie, Yang Wang, Steven M. Boker, Donald E. Brown
2016	J	`jnl`	Text Mining the Contributors to Rail Accidents. IEEE Trans. Intell. Transp. Syst. Donald E. Brown
2015	—	`conf`	Brill tagging on the Micron Automata Processor. ICSC Keira Zhou, Jeffrey J. Fox, Ke Wang, Donald E. Brown, Kevin Skadron
2015	—	`ch.`	Interdisciplinary Research: Pathway to Meaningful Publications. A Guide to Publishing for Academics Donald E. Brown
2015	J	`jnl`	Preconditions and multilevel models in studying post-surgical adverse outcomes. Netw. Model. Anal. Health Informatics Bioinform. Zachary Terner, Donald E. Brown
2015	J	`jnl`	Predicting Behavior. IEEE Intell. Syst. Ahmed Abbasi, Raymond Y. K. Lau, Donald E. Brown
2015	—	`conf`	Predicting Pedestrian Injury Metrics Based on Vehicle Front-End Design. IOV Benjamin J. Lobo, Ruosi Lin, Donald E. Brown, Taewung Kim, Matthew B. Panzer
2015	J	`jnl`	Predictive Analytics: Predictive Modeling at the Micro Level. IEEE Intell. Syst. Donald E. Brown, Ahmed Abbasi, Raymond Y. K. Lau
2015	J	`jnl`	Predictive [Guest editors' introduction]. IEEE Intell. Syst. Donald E. Brown, Ahmed Abbasi, Raymond Y. K. Lau
2015	—	`conf`	Regular expression acceleration on the micron automata processor: Brill tagging as a case study. IEEE BigData Keira Zhou, Jack Wadden, Jeffrey J. Fox, Ke Wang, Donald E. Brown, Kevin Skadron
2015	J	`jnl`	Strategic Threat Probabilities with Hierarchical Spatiotemporal Predictions. IEEE Intell. Syst. Jennifer L. Geffre, Donald E. Brown
2014	C	`conf`	Measures of Entropy and Change Point Analysis as Predictors of Post-Surgical Adverse Outcomes. BIBE Zachary Terner, Timothy Carroll, Donald E. Brown
2014	—	`conf`	Simulation optimization of police patrol district design using an adjusted simulated annealing approach. SpringSim (TMS-DEVS) Yue Zhang, Donald E. Brown
2014	J	`jnl`	Simulation optimization of police patrol districting plans using response surfaces. Simul. Yue Zhang, Donald E. Brown
2013	Misc	`conf`	A comparison of evaluation methods for police patrol district designs. WSC Yue Zhang, Samuel H. Huddleston, Donald E. Brown, Gerard P. Learmonth
2013	—	`conf`	Geographic Profiling of Criminal Groups for Military Cordon and Search. SBP Samuel H. Huddleston, Matthew S. Gerber, Donald E. Brown
2013	J	`jnl`	Police patrol districting method and simulation evaluation using agent-based model & GIS. Secur. Informatics Yue Zhang, Donald E. Brown
2013	—	`conf`	Random Forests on Ubiquitous Data for Heart Failure 30-Day Readmissions Prediction. ICMLA (2) Michael A. Vedomske, Donald E. Brown, James H. Harrison
2013	—	`conf`	Scalable and Locally Applicable Measures of Treatment Variation That Use Hospital Billing Data. ICMLA (2) Michael A. Vedomske, Matthew S. Gerber, Donald E. Brown, James H. Harrison
2013	Misc	`conf`	Using discrete event simulation to evaluate time series forecasting methods for security applications. WSC Samuel H. Huddleston, Donald E. Brown
2012	—	`conf`	Automatic Crime Prediction Using Events Extracted from Twitter Posts. SBP Xiaofeng Wang, Matthew S. Gerber, Donald E. Brown
2012	—	`conf`	Automatic Formalization of Clinical Practice Guidelines. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text Matthew S. Gerber, Donald E. Brown, James H. Harrison
2012	J	`jnl`	Evaluating infrastructure resource allocation in support of regional stability. Int. J. Syst. Syst. Eng. Edward B. Teague, Thomas R. Warner, Donald E. Brown
2012	—	`conf`	Investigating a Bayesian Hierarchical Framework for Feature-Space Modeling of Criminal Site-Selection Problems. MAICS Jon Fox, Samuel H. Huddleston, Matthew S. Gerber, Donald E. Brown
2012	C	`conf`	Police patrol district design using agent-based simulation and GIS. ISI Yue Zhang, Donald E. Brown
2012	—	`conf`	Simulating spatial-temporal pulse events in criminal site selection problems. SpringSim (ADS) Jon Fox, Gerard P. Learmonth, Donald E. Brown
2012	C	`conf`	Spatio-temporal modeling of criminal incidents using geographic, demographic, and twitter-derived information. ISI Xiaofeng Wang, Donald E. Brown, Matthew S. Gerber
2012	J	`jnl`	The spatio-temporal modeling for criminal incidents. Secur. Informatics Xiaofeng Wang, Donald E. Brown
2012	—	`conf`	Using Temporal Indicator Functions with Generalized Linear Models for Spatial-Temporal Event Prediction. CSER Jon Fox, Donald E. Brown
2011	J	`jnl`	Future trends in business analytics and optimization. Intell. Data Anal. Donald E. Brown, Fazel Famili, Gerhard Paass, Kate Smith-Miles, Lyn C. Thomas, Richard Weber, Ricardo Baeza-Yates, Cristián Bravo, Gaston L'Huillier, Sebastián Maldonado
2011	C	`conf`	The spatio-temporal generalized additive model for criminal incidents. ISI Xiaofeng Wang, Donald E. Brown
2009	J	`jnl`	A Statistical Threat Assessment. IEEE Trans. Syst. Man Cybern. Part A Samuel H. Huddleston, Donald E. Brown
2007	J	`jnl`	Detecting local regions of change in high-dimensional criminal or terrorist point processes. Comput. Stat. Data Anal. Michael D. Porter, Donald E. Brown
2007	J	`jnl`	Discrete choice analysis of spatial attack sites. Inf. Syst. E Bus. Manag. Michael A. Smith, Donald E. Brown
2007	J	`jnl`	Global Optimization With Multivariate Adaptive Regression Splines. IEEE Trans. Syst. Man Cybern. Part B Scott T. Crino, Donald E. Brown
2006	J	`jnl`	An outlier-based data association method for linking criminal incidents. Decis. Support Syst. Song Lin, Donald E. Brown
2006	J	`jnl`	Spatial analysis with preference specification of latent decision makers for criminal event prediction. Decis. Support Syst. Yifei Xue, Donald E. Brown
2005	—	`conf`	A Rule-Based Approach to the Analysis of Elders' Activity Data: Detection of Health and Possible Emergency Conditions. AAAI Fall Symposium: Caring Machines Siddharth Dalal, Majd Alwan, Reza Seifrafi, Steven W. Kell, Donald E. Brown
2005	B	`conf`	Assessing casualty densities based on sensor reports pursuant to a large-scale disaster. SMC C. Donald Robinson, Donald E. Brown
2005	Misc	`conf`	First responder information flow simulation: a tool for technology assessment. WSC C. Donald Robinson, Donald E. Brown
2005	J	`jnl`	Health-status monitoring through analysis of behavioral patterns. IEEE Trans. Syst. Man Cybern. Part A T. S. Barger, Donald E. Brown, Majd Alwan
2004	Misc	`conf`	A Generalized Multiple Response Surface Methodology for Complex Computer Simulation Applications. WSC Jeffrey B. Schamburg, Donald E. Brown
2004	J	`jnl`	A new point process transition density model for space-time event prediction. IEEE Trans. Syst. Man Cybern. Part C Hua Liu, Donald E. Brown
2004	Misc	`conf`	Simulated Annealing for Selection of Experimental Regions in Response Surface Methodology Applications. WSC Jeffrey B. Schamburg, Donald E. Brown
2004	C	`conf`	Spatial Forecast Methods for Terrorist Events in Urban Environments. ISI Donald E. Brown, Jason Dalton, Heidi Hoyle
2004	Misc	`conf`	Using Agent-based Modeling and Human-in-the-Loop Simulation to Analyze Army Acquisition Programs. WSC Patrick M. Downes, Michael J. Kwinn Jr., Donald E. Brown
2003	J	`jnl`	A decision model for spatial site selection by criminals: a foundation for law enforcement decision support. IEEE Trans. Syst. Man Cybern. Part C Yifei Xue, Donald E. Brown
2003	A	`conf`	An Outlier-based Data Association Method for Linking Criminal Incidents. SDM Song Lin, Donald E. Brown
2003	C	`conf`	Criminal Incident Data Association Using the OLAP Technology. ISI Song Lin, Donald E. Brown
2003	J	`jnl`	Data association methods with applications to law enforcement. Decis. Support Syst. Donald E. Brown, Stephen Hagen
2003	C	`conf`	Decision Based Spatial Analysis of Crime. ISI Yifei Xue, Donald E. Brown
2003	B	`conf`	Geographic profiling with event prediction. SMC Justin K. Stile, Donald E. Brown
2002	Misc	`conf`	Design Approach for Integration of Demographic, Biologic, and Clinical Data. AMIA Jason Dalton, Steve Tropello, Sandra Pelletier, Jason A. Lyman, Bruce P. Dembling, Ken Scully, William A. Knaus, Donald E. Brown
2002	B	`conf`	Mining human failure dynamics from accident data using logistic regression and decision trees. SMC Donald E. Brown, Justin K. Stile, Louise F. Gunderson, Ted C. Giras
2002	J	`jnl`	Using Data Mining to Discover the Preferences of Computer Criminals. Adv. Comput. Donald E. Brown, Louise F. Gunderson
2001	B	`conf`	Data mining time series with applications to crime analysis. SMC Donald E. Brown, Rosemary B. Oxford
2001	A	`conf`	Mining Preferences from Spatial-Temporal Data. SDM Donald E. Brown, Hua Liu, Yifei Xue
2001	—	`conf`	Supporting Verification of the Comprehensive Nuclear Test Ban Treaty through a Persistent Conversation Interface. HICSS Stephanie A. Guerlain, Donald E. Brown, John Green, Brian Hashemi, Robert Rauschenberg, Christopher Stacy, Roger Mason, Jane Bohlin
2001	B	`conf`	Using cluster specific salience weighting to determine the preferences of agents for multi-agent simulations. SMC Louise F. Gunderson, Donald E. Brown
2001	J	`jnl`	Using clustering to discover the preferences of computer criminals . IEEE Trans. Syst. Man Cybern. Part A Donald E. Brown, Louise F. Gunderson
2000	J	`jnl`	A comparison of systems engineering programs in the United States. IEEE Trans. Syst. Man Cybern. Part C Donald E. Brown, William T. Scherer
2000	B	`conf`	Intelligent decision support systems. SMC Stephanie A. Guerlain, Donald E. Brown, Christina Mastrangelo
2000	J	`jnl`	Interactive Analysis of Computer Crimes. Computer Donald E. Brown, Louise F. Gunderson, Marc H. Evans
2000	J	`jnl`	The use of information technology for oil spill planning. Int. J. Technol. Manag. Donald E. Brown, Antonia de Medinaceli
2000	B	`conf`	Using a multi-agent model to predict both physical and cyber criminal activity. SMC Louise F. Gunderson, Donald E. Brown
1998	B	`conf`	Spatial-temporal event prediction: a new model. SMC Hua Liu, Donald E. Brown
1998	J	`jnl`	Static data association with a terrain-based prior density. IEEE Trans. Syst. Man Cybern. Part C Allen L. Barker, Donald E. Brown, Worthy N. Martin
1998	B	`conf`	The Regional Crime Analysis Program (ReCAP): a framework for mining data to catch criminals. SMC Donald E. Brown
1998	B	`conf`	Tracking multiple objects in terrain. SMC Edward Sobiesk, John A. Hamilton Jr., John A. Marin, Donald E. Brown, Maria L. Gini
1997	J	`jnl`	A Classification Approach to Boolean Query Reformulation. J. Am. Soc. Inf. Sci. James C. French, Donald E. Brown, Nam-Ho Kim
1996	J	`jnl`	Classification trees with optimal multivariate decision nodes. Pattern Recognit. Lett. Donald E. Brown, Clarence Louis Pittard, Han Park
1996	J	`jnl`	Parallel genetic algorithms with local search. Comput. Oper. Res. Christopher L. Huntley, Donald E. Brown
1995	J	`jnl`	Reliability Estimation During Prototyping of Knowledge-Based Systems. IEEE Trans. Knowl. Data Eng. Donald E. Brown, James J. Pomykalski
1994	J	`jnl`	A polynomial network for predicting temperature distributions. IEEE Trans. Neural Networks George E. Fulcher, Donald E. Brown
1993	J	`jnl`	A comparison of decision tree classifiers with backpropagation neural networks for multimodal classification problems. Pattern Recognit. Donald E. Brown, Vincent Corruble, Clarence Louis Pittard
1992	J	`jnl`	A practical application of simulated annealing to clustering. Pattern Recognit. Donald E. Brown, Christopher L. Huntley
1992	J	`jnl`	Asset: A simulation test bed for data association algorithms. Comput. Oper. Res. Donald E. Brown, Clarence Louis Pittard, Andrew R. Spillane
1992	J	`jnl`	Fast generic selection of features for neural network classifiers. IEEE Trans. Neural Networks Frank Z. Brill, Donald E. Brown, Worthy N. Martin
1992	J	`jnl`	Uncertainty Management with Imprecise Knowledge with Application to Design. J. Autom. Reason. Donald E. Brown, Wendy J. Markert
1991	—	`conf`	A System for Learning Routes and Schedules with Genetic Algorithms. ICGA Paula Gabbert, Donald E. Brown, Christopher L. Huntley, Bernard P. Markowicz, David E. Sappington
1991	J	`jnl`	A parallel heuristic for quadratic assignment problems. Comput. Oper. Res. Christopher L. Huntley, Donald E. Brown
1991	J	`jnl`	Clustering of homogeneous subsets. Pattern Recognit. Lett. Donald E. Brown, Christopher L. Huntley, Paul J. Garvey
1990	J	`jnl`	A Neural Network Implementation of a Data Association Algorithm. INFORMS J. Comput. Allen L. Barker, Donald E. Brown, Worthy N. Martin
1989	—	`conf`	A Parallel Genetic Heuristic for the Quadratic Assignment Problem. ICGA Donald E. Brown, Christopher L. Huntley, Andrew R. Spillane
1989	J	`jnl`	Knowledge-based computer-aided design of materials handling systems. IEEE Trans. Syst. Man Cybern. Paula Gabbert, Donald E. Brown
1988	—	`conf`	Uncertainty Management in Intelligent Design Aiding Systems. IEA/AIE (Vol. 1) Donald E. Brown, Paula Gabbert
1987	J	`jnl`	A Decision Support System for Reliable Software Development. IEEE Trans. Syst. Man Cybern. Donald E. Brown
1987	J	`jnl`	An Expert System Approach to Boiler Design. IEEE Trans. Syst. Man Cybern. Donald E. Brown, Chelsea C. White III
1987	J	`jnl`	An information theoretic interface for a stochastic model management system. Decis. Support Syst. Donald E. Brown
1986	J	`jnl`	Conflicting information integration for decision support. Decis. Support Syst. Donald E. Brown, Bernard G. Duren
1975	J	`jnl`	A High Throughput Packet-Switched Network Technique Without Message Reassembly. IEEE Trans. Commun. Roy Daniel Rosner, Raymond H. Bittel, Donald E. Brown