This book constitutes the refereed conference proceedings of the 10th North American Conference - Computer Science Tracks, IEOM-CS 2025, held in Orlando, USA during June 1719, 2025.
The 22 full papers included in this book were carefully reviewed and selected from 121 submissions. They are categorized into the following topical sections:
- Artificial Intelligence
- Autonomous Systems
- Data Analysis
- Decision Systems
- Learning Management Systems
- Machine Learning
- Security Systems
Artificial Intelligence
AI-Based Solutions for Optimizing Lane Change Safety in Connected Automated
Vehicles.-
AI-Driven Platform Architecture for Business Plan Formulation in Indigenous
Communities: A Gender-Focused Case Study in Colombia.-
Automated Detection of Pulmonary Thromboembolism in Computed Tomography
Pulmonary Angiography Images Using Convolutional Neural Networks: A
Literature Review.-
Development of Agentic Workflows with LangGraph for Software Development Life
Cycle Automation.-
Last-Mile Delivery in High-Density Emerging Economy Cities Using
Crowd-Generated Data and Artificial Intelligence.-
Systematic Review of AI and Non-AI Approaches for Personalized Learning
Paths.-
Autonomous Systems
Smart Detection and Measurement: The Real-AODM System.-
Tracking the Unseen: Autonomous Multi-Object Motion Analysis in Complex
Environments.-
Data Analysis
BayesIntuit: A Neural Framework for Intuition-Based Reasoning.-
Dynamic Simulation Tool for the Analysis of the Effects of Man-Machine Ratio
on the Productivity of Test Manufacturing of a Semiconductor Company.-
Decision Systems
An Analysis of Water Supply System Losses: A Case Study of Santa Catarina
State, Brazil.-
Comparison on the use of Hybrid and Plugin Hybrid Electric Buses for
Sustainable Urban Transportation Split Use Case.-
Consumption and Runtime Automatic Software Performance Optimization on
Android Smartphones.-
RECO: An AI-Powered Chatbot System for Optimizing Reverse Agri-Food Logistics
and Fighting Food Insecurity in Colombia.-
Revamping Agile Logistics for Emergency Management.-
Spiral Design and Simulation-Driven Deployment of a Drive-Through COVID-19
Testing and Housing Check-In System at a Large Public University.-
Learning Management Systems
Enhancing STEM Education with AI: Fostering Soft Skills and Inclusion.-
Machine Learning
Bridging the Black Box: Data Mining Enhanced Machine Learning
Interpretability for Exoplanet Discovery.-
Cost Optimization in Mold-Making: A Conceptual Industry 4.0 Framework.-
Enhancing Multi-Echelon Home Improvement Supply Chain Responsiveness Through
Machine Learning-Enabled Inventory Segmentation and Positioning.-
Ensemble Machine Learning for Healthcare Data: A Comparative Analysis of
Chronic Kidney Disease and Cardiovascular Risk Prediction with NHANES
Data.-
Security Systems
Preliminary Modeling of Cyber Attackers in Microgrids: An Agent-Based and
System Dynamics Approach Enhanced with Statecharts.
