Technological Innovation for Applied AI Systems: 12th Ifip Wg 5.5/Socolnet Advanced Doctoral Conference on Computing, Electrical and Industrial System

ISBN-13: 9783030782870 / Angielski / Twarda / 2021 / 360 str.

Luis M. Camarinha-Matos; Pedro Ferreira; Guilherme Brito

Spis treści

Collaborative Networks.- AI and Simulation for Performance Assessment in Collaborative Business Ecosystems.- The Benefits of Applying Social Network Analysis to Identify Collaborative Risks.- A Mixed Method for Assessing the Reliability of Shared Knowledge in Mass Collaborative Learning Community.- Smart Manufacturing.- Characteristics of Adaptable Control of Production Systems and the Role of Self-Organization To-wards Smart Manufacturing.- Predictive Manufacturing: Enabling Technologies, Frameworks and Applications.- Control of Manufacturing Systems by HMS / EPS Paradigms Orchestrating I4.0 Components Based on Capabilities.- A Framework for Self-Configuration in Manufacturing Production Systems.- Cyber-Physical Systems and Digital Twins.- Verification of the Boundedness Property in a Petri Net-based Specification of the Control Part of Cyber-Physical Systems.- Collaborative Cyber-Physical Systems Design Approach: Smart Home Use Case.- Digital Twin for Supply Chain Master Planning in Zero-Defect Manufacturing.- Intelligent Decision Making.- Matheuristic Algorithms for Production Planning in Manufacturing Enterprises.- Assessment of Sentinel-2 Spectral Features to Estimate Forest Height with the New GEDI Data.- Assessing Normalization Techniques for TOPSIS Method.- How Can e-grocers Use Artificial Intelligence Based on Technology Innovation to Improve Supply Chain Management?.- A Conceptual Framework of Human-System Interaction Under Uncertainty-Based on Shadow System Perspective.- A New Challenge for Machine Ethics Regarding Decision-Making in Manufacturing Systems.- Smart Energy Management.- Towards a Hybrid Model for The Diffusion of Innovation in Energy Communities.- Towards Extension of Data Centre Modelling Toolbox with Parameters Estimation.- Power Transformer Design Resorting to Metaheuristics Techniques.- Communications and Electronics.- Detection of Signaling Vulnerabilities in Session Initiation Protocol.- Interference Power Characterization in Directional Networks and Full-Duplex Systems.- FEM-parameterized Sensorless Vector Control of PMSM Using High-Frequency Voltage Injection.- Classification Systems.- Deep Learning-Based Automated Detection of Inappropriate Face Image Attributes for ID Documents.- Automatic Cognitive Workload Classification Using Biosignals for Distance Learning Applications.- Design of an Attention Tool Using HCI and Work-Related Variables.- Smart Healthcare Systems.- Assessment of Visuomotor and Visual Perception Skills in Children: A New Proposal Based on a Systematic Review.- Benefits, Implications and Ethical Concerns of Machine Learning Tools serving Mental Health Purposes.- Multi-agent System Architecture for Distributed Home Health Care Information Systems.- Medical Devices.- Analysis of Electromyography Signals for Control Models of Power-Assisted Stroke Rehabilitation Devices of Upper Limb System.- AI-based Classification Algorithm of Infrared Images of Patients with Spinal Disorders.- Improvements on Signal Processing Algorithm for the VOPITB Equipment.- Pilot Study for Validation and Differentiation of Alveolar and Esophageal Air.- Application of Machine Learning Methods to Ra-man Spectroscopy Technique in Dentistry.- Gas Chromatography-Ion Mobility Spectrometry Instrument for Medical Applications: A Calibration Protocol for ppb and ppt Concentration Range.

Blurb

Chapters “Characteristics of Adaptable Control of Production Systems and the Role of Self-organization Towards Smart Manufacturing” and “Predictive Manufacturing: Enabling Technologies, Frameworks and Applications” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.