SMEAL WIKI
Home
Network graph
Departments
Topics
Papers
Nathaniel D. Bastian
Supply Chain & Information Systems - Faculty
Prototype page. OpenAlex match is heuristic - flag errors to Jason.
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
Topics
Computer science
Network Security and Intrusion Detection
Facility Location and Emergency Management
Intrusion detection system
Payload (computing)
Artificial intelligence
Network packet
Health care
Operations research
Byte
Machine learning
Recommender Systems and Techniques
Topic Modeling
Obesity, Physical Activity, Diet
Hepatitis C virus research