Technological Innovation for Applied AI Systems

12th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2021, Costa de Caparica, Portugal, July 7–9, 2021, Proceedings

Inbunden, Engelska, 2021

AvLuis M. Camarinha-Matos,Pedro Ferreira,Guilherme Brito

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This book constitutes the refereed proceedings of the 12th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2021, held in Costa de Caparica, Portugal, in July 2021.*The 34 papers presented were carefully reviewed and selected from 92 submissions.

Produktinformation

Utgivningsdatum2021-06-02
Mått155 x 235 x 26 mm
Vikt729 g
FormatInbunden
SpråkEngelska
SerieIFIP Advances in Information and Communication Technology
Antal sidor360
Upplaga21001
FörlagSpringer Nature Switzerland AG
ISBN9783030782870

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Tillämpad datateknik inom Data och IT
Programvaruutveckling inom Data och IT
Hårdvara inom Data och IT
Artificiell intelligens inom Data och IT

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.