Nathaniel D. Bastian

Department	Supply Chain & Information Systems
Position	Faculty
PSU profile	https://directory.smeal.psu.edu/ndb141
OpenAlex	A5032194186
Works (OpenAlex)	255
Citations	1867
h-index	24
Match confidence	high

Top works

• A hybrid recommender system using artificial neural networks (2017) - Expert Systems with Applications - cites: 157
• Dehallucinating Large Language Models Using Formal Methods Guided Iterative Prompting (2023) - - cites: 68
• Association of food environment and food retailers with obesity in US adults (2015) - Health & Place - cites: 64
• Cost-effectiveness of sofosbuvir-based treatments for chronic hepatitis C in the US (2015) - BMC Gastroenterology - cites: 55
• Payload-Byte: A Tool for Extracting and Labeling Packet Capture Files of Modern Network Intrusion Detection Datasets (2022) - - cites: 47
• Transfer learning for raw network traffic detection (2022) - Expert Systems with Applications - cites: 44
• A Mixed-Methods Research Framework for Healthcare Process Improvement (2015) - Journal of Pediatric Nursing - cites: 42
• Multi-criteria logistics modeling for military humanitarian assistance and disaster relief aerial delivery operations (2015) - Optimization Letters - cites: 42
• Machine learning modeling practices to support the principles of AI and ethics in nutrition research (2022) - Nutrition and Diabetes - cites: 39
• Generating realistic cyber data for training and evaluating machine learning classifiers for network intrusion detection systems (2022) - Expert Systems with Applications - cites: 39
• A sequential deep learning framework for a robust and resilient network intrusion detection system (2024) - Computers & Security - cites: 36
• A Robust, Multi-criteria Modeling Approach for Optimizing Aeromedical Evacuation Asset Emplacement (2009) - The Journal of Defense Modeling and Simulation Applications Methodology Technology - cites: 35
• Deep VULMAN: A deep reinforcement learning-enabled cyber vulnerability management framework (2023) - Expert Systems with Applications - cites: 32
• Towards Real-Time Network Intrusion Detection With Image-Based Sequential Packets Representation (2024) - IEEE Transactions on Big Data - cites: 32
• Machine learning raw network traffic detection (2021) - - cites: 31
• Adversarial machine learning in Network Intrusion Detection Systems (2021) - Expert Systems with Applications - cites: 28
• A maximum expected covering problem for locating and dispatching two classes of military medical evacuation air assets (2014) - Optimization Letters - cites: 27
• XG-NID: Dual-modality network intrusion detection using a heterogeneous graph neural network and large language model (2025) - Expert Systems with Applications - cites: 26
• SeNet-I: An approach for detecting network intrusions through serialized network traffic images (2023) - Engineering Applications of Artificial Intelligence - cites: 26
• Financial Performance Monitoring of the Technical Efficiency of Critical Access Hospitals: A Data Envelopment Analysis and Logistic Regression Modeling Approach (2012) - Journal of Healthcare Management - cites: 26
• Approximate dynamic programming for the aeromedical evacuation dispatching problem: Value function approximation utilizing multiple level aggregation (2018) - Omega - cites: 25
• Healthcare market segmentation and data mining: A systematic review (2018) - Health Marketing Quarterly - cites: 25
• Frequent deadlines: Evaluating the effect of learner control on healthcare executives' performance in online learning (2012) - Learning and Instruction - cites: 24
• The AMEDD Uses Goal Programming to Optimize Workforce Planning Decisions (2015) - INFORMS Journal on Applied Analytics - cites: 24
• Healthcare Systems Engineering (2015) - - cites: 22

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