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Full Description
This book constitutes the refereed proceedings of the 16th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems on Technological Innovation for AI-Powered Cyber-Physical Systems, DoCEIS 2025, held in Lisbon, Portugal, during July 2-4, 2025.
The 29 full papers presented were carefully reviewed and selected from 60 submissions. They were focused on topical sections as follows: AI in Business Applications; AI in Industry 4.0; Smart Systems in Sustainable Development; AI-Powered Healthcare; AI in Systems, Decision & Control; Intelligent Sensing & Communication Systems; Smart Power Systems; Electronic Systems.
Contents
.- AI in Business Applications.
.- A Collaborative Approach to Last-Mile Logistics.
.- Processes Classification Tool Development Based on BERT for Logistics Laboratory.
.- An Access Control Method Against Unauthorized and Noncompliant Behaviors Leveraging Large Language Models.
.- A Pattern-Based Approach to Data Privacy in Business Processes.
.- AI in Industry 4.0.
.- Large Language Models to Support Altruistic Collaborative Healing in Smart Manufacturing.
.- Data Pre-processing of Hard Disk Drive Data for failure prediction in the context of Industry 4.0.
.- Forecasting Power Demand in Complex Buildings Using Machine Learning: A Shopping Center Case Study.
.- Smart Systems in Sustainable Development.
.- Ensemble Deep Learning Model for AI-Powered Cyber-Physical Systems in Precision Agriculture.
.- An Integrated Framework for the Development of a Multi-Sensor Node to Support Wildfire Management.
.- Detection and Characterization of Plume-Dominated Wildfires.
.- AI-Powered Healthcare.
.- Device Prototype for Kinematic and Electromyographic Analysis of the Upper Limb.
.- Explainable Normative Modeling: Subcortical Changes in Frontotemporal Dementia Subtypes.
.- User-Centered and Technical Requirements for Myoelectric Pediatric Arm Prosthesis Design: A Preliminary Study.
.- Embedding Predecessor Information in Optimization of Genetic Algorithm (GA) based Blind Image Restoration.
.- AI in Systems, Decision & Control.
.- Deep Learning Models for GNSS-denied Target Navigation.
.- Coarse-Grained Reconfigurable Arrays for High-Performance Low-Power Deep Neural Networks on Embedded Devices.
.- Autonomous Vehicle Decision Making Through Multi- Grid Markov Decision Processes.
.- High-Level Petri Nets for Modeling Cyber-Physical Multi-Agent Systems.
.- Intelligent Sensing & Communication Systems.
.- Electronic Noses for Cyber-Physical Systems: Preliminary Results on TiO2 Thin Film as a Humidity Sensor.
.- AI for Plasmonic Nanoparticles: a Tool to Improve the Colorimetric Detection of PoC Devices.
.- A Low-Complexity Approach for Enhanced Wireless Performance Selective LIS.
.- Improved Channel Estimation for LIS Systems Using Regularized RLS in SC-FDE Frameworks.
.- Smart Power Systems.
.- Detection and Mitigation Using PCA -Adaptive Sliding Mode Controller.
.- Analytical Modeling and Simulation of a Superconducting Saturated Core Reactor.
.- Control of a Multiphase Superconducting Axial Machine Drive for Electric Aircraft.
.- Investigation of the Impact of Geometrical and Operational Parameters on AC Transport Losses in HTS Pancake Coils Using Extensive FEM Simulations and Regression Analysis: Insights into Design Acceleration.
.- Electronic Systems.
.- A Comprehensive Study of the Reference Voltage Buffer Design for CR- and CS-based SAR-ADCs.
.- A Physically Unclonable Function Systematic Performance Analysis Methodology.
.- Recent Trends in Audio Power Amplifiers for Battery-Powered Applications.
