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This book constitutes the refereed proceedings of the 15th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems on Technological Innovation for Human-Centric Systems, DoCEIS 2024, held in Caparica, Portugal, during July 3-5, 2024.
The 25 full papers presented were carefully reviewed and selected from 53 submissions. The papers cover the following topics: collaborative systems; human-robot collaboration; human-centric biomedical systems; cybersecurity and safety; energy management and sustainability; intelligent computational systems; electronic systems.
List of contents
.- Collaborative Systems.
.- A Human-AI Centric Performance Evaluation System for Collaborative Business Ecosystems.
.- A Human-AI Framework to Design Collaborative Cyber Physical Systems.
.- Coalitional Game Theory.
.- Human-Centric Principles for Computational Systems Supporting Collaborative Creativity.
.- Human-Robot Collaboration.
.- Continual Learning Supporting Human-Robot Collaboration.
.- Leveraging Information Flow-Based Fuzzy Cognitive Maps for Interpretable Fault Diagnosis in Industrial Robotics.
.- Convolutional Neural Networks for Autonomous UAV Navigation in GPS-denied Environments.
.- Multimodal Creativity State detection from Speech and Voice.
.- Human-Centric Biomedical Systems.
.- synple: A Platform for Privacy Preserving Synthetic Patient Data Generation.
.- Patient-Centered Healthcare: A Framework for Analyzing Patient Feedback through Sentiment Analysis and Topic Modeling.
.- Nonlinear model predictive control for optimal dose administration in radiotherapy.
.- Cybersecurity and Safety.
.- Achieving Adaptive Safety via Trust Building in Autonomous Ecosystems.
.- Behavioral and Human-Centric Access Control Model in XACML Reference Architecture: Design and Implementation of EHR Case Study.
.- Quantized Digital Amplification Physical Layer Security Schemes.
.- Evolving Cybersecurity Challenges in the Age of AI-Powered Chatbots: A Comprehensive Review.
.- Energy Management and Sustainability.
.- Rule-Based Control Algorithm to Explore Energy Flexibility from Residential Pool Filtration Pumps.
.- Three-Level Zero-Voltage Transition Interleaved Buck Converter with DC Transformer based Isolation for EV Fast Charging Stations.
.- Promoting Decarbonization of Islands: A Case Study on the Replacement of Gas Water Heaters in Terceira Island, Azores, Portugal.
.- Intelligent Computational Systems.
.- Transition Invariants in the Analysis of Concurrent Systems Modelled by Petri Nets.
.- Evaluating Postal Systems' Current State, Roadmap to Automation.
.- Modular and Configurable Internet of Things Devices for Value Chain Digitalization.
.- Mapping Forest Height with Multifrequency SAR, InSAR, and Multispectral Datasets.
.- Electronic Systems.
.- A Physically Unclonable Function for Biomedical Devices Authentication.
.- Determining Thin Film Characteristics by Prism Coupling Technique .
.- A Novel Analogue Computing System in HiL for Electric Traction.
