Industrial Engineering and Operations Management

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 17-19, 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:

1. Artificial Intelligence
2. Autonomous Systems
3. Data Analysis
4. Decision Systems
5. Learning Management Systems
6. Machine Learning
7. 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.