Industrial Engineering and Operations Management : 10th North American Conference - Computer Science Tracks, IEOM-CS 2025, Orlando, USA, June 17-19, 2025, Proceedings (Communications in Computer and Information Science)

Florez, Hector (EDT)/ Rabelo, Luis (EDT)/ Diaz, Cesar (EDT)

Springer International Publishing AG（2025/08発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 500 p.
• 言語 ENG
• 商品コード 9783031982347

Full Description

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:

Artificial Intelligence
Autonomous Systems
Data Analysis
Decision Systems
Learning Management Systems
Machine Learning
Security Systems

Contents

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.