Decision Sciences

This book constitutes the proceedings of the Third Decision Science Alliance International Summer Conference, DSA ISC 2025, held in Catania, Italy, in June 2025.

The 25 full papers and 7 short papers were included in this book were carefully reviewed and selected from 70 submissions. This edition focused on Intelligent Systems and Decision Making: Human Insights in the Era of AI theme, with particular focus on the new frontiers of AI-driven Decision Making in academic and industrial research.

. - On the acceptability of computer tools with randomised decision making.

. - Exploring Different Parameters in the Design of Cat-in-a-grid Tropical Cyclone Parametric Solutions.

. - Energy-Aware Navigation in Maze-Like Environments: Balancing Exploration and Recharge Strategies in Autonomous Agents.

. - Integrating Proximal Policy Optimization Algorithm for the Study of Synchronization Suppression in fNIRS Visibility Networks.

. - Self-Adaptation and Big Data Analytics to enhance decision-making in Smart City Platforms: A systematic literature review.

. - Towards explainable decision support using hybrid neural models for logistic terminal automation.

. - Joint optimization of active storage lots, layout design, storage location assignment and order picking in a warehouse.

. - Bio-Inspired Intelligence Paradigm: The New Era of Smart Industry.

. - Energy transition and sustainable water management in Catalonia: towards a holistic simulation model.

. - Long Short-Term Memory Models for improving Route Planning Acceptance.

. - Monitoring Stress in Airline Pilots: Biomarker-Based Approaches to Operational Safety and Efficiency.

. - Loss Capture Ratio: A Metric to Measure Basis Risk in Parametric Insurance Transactions.

. - Retrieval Augmented Generation with Iterative Critique: A Framework for Structured Task Solving.

. - A Centrality-Based Resource-Aware Microservice Orchestration in Cloud-to-Edge Continuum.

. - Metabolic Pathway Models: An Overview of Existing Approaches and Emerging Perspectives.

. - An Explainable Machine-Learning Framework for Detecting fraudulent Bitcoin Addresses with Graph Temporal Features.

. - Addressing prior dependence in hierarchical Bayesian modeling for PTA data analysis I: Methodology and implementation.

. - Sensitivity of Ground Motion Index Parametric Solutions to Polynomial Order and Data Splitting.

. - From Hype to Judgment: Reassessing the Gartner Cycle for Decision-Making in the Age of Generative AI.

. - Can ChatGPT Take a Patient Medical History? Exploring the Role of Generative AI in Clinical Decision Support Systems.

. - Human-AI Collaboration in High-Volume Project Risk Management: A Cross-Domain Framework Transfer Study.

. - Keyword bidding optimization in paid search advertising: a survey.

. - Using GPT to classify DSS.

. - Robust Machine Learning Through Mathematical Foundations: Archive Functions and Dataset Core Theory for Adversarial Resilience.

. - Developing Society 5. 0 Competencies: A Secondary School STEAM Project Leveraging UPC s VirKO Platform and IoT-Vertebrae for Sustainable Computing.

. - Optimizing Drone s Energy in Single Truck Multiple Drones Last Mile Delivery.

. - Digital Twins for Urban Mobility: Enabling Real-Time Decision Making in Society 5. 0.

. - SDF FuzzIA: A fuzzy-based, AI support system for DM frameworks.

. - Augmenting Human Decision-Making in Risk Management: An LLM-Based Framework for Enhancing Project Risk Register Quality.

. - Solving Combinatorial Optimization Problems with Decision Transformers.

. - Optimizing Conference Agendas with AI-Based Interest Estimation and Mathematical Programming.

. - Decision-Making in New Product Development: The Roles of Design Thinking and Social Technology.