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Intelligent Technologies and Applications
4th International Conference, INTAP 2021, Grimstad, Norway, October 11-13, 2021, Revised Selected Papers
1 online resource (XIV, 434 pages 165 illustrations, 130 illustrations in color)
This book constitutes the refereed proceedings of the 4th International Conference on Intelligent Technologies and Applications, INTAP 2021, held in Grimstad, Norway, October 11-13, 2021. The 33 full papers included in this book were carefully reviewed and selected from 243 submissions. They were organized in topical sections as follows: Intelligence, Decision support systems, IoT; Robotics; ML and AI for Intelligent Health, Applications of intelligent technologies in Emergency Management; Smart Electrical Energy Systems, AI and ML in Security; ML and AI for sensing technologies, Social Media Analytics; ML in energy sectors and materials; and Miscellaneous.
Intelligence, Decision support systems, IoT -- Dense Nearest Neighborhood Query -- Explainable nonlinear modelling of multiple time series with invertible neural networks -- Iterative Learning for Semi-automatic Annotation Using User Feedback -- Residual Stress Prediction of Welded Joints Using Gradient Boosting Regression -- A Novel Group Teaching Optimization Algorithm based Artificial Neural Network for Classification -- On the Effects of Properties of the Minibatch in Reinforcement Learning -- A novel migration simulation and prediction tool -- Development Environment for Software-defined Smart City Networks -- Robotics -- Branch-Manoeuvring Capable Pipe Cleaning Robot for Aquaponic Systems -- A Multi-Modal Auditory-Visual-Tactile e-Learning Framework -- A Perspective on Intervention Approaches for Children with Autism Spectrum Disorder -- framework for hazard identification of a collaborative Plug&Produce system -- ML and AI for Intelligent Health, Applications of intelligent technologies in Emergency Management -- Future Perspectives on Automated Machine Learning in Biomedical Signal Processing -- DeepFireNet - A Light-Weight Model for Fire-Smoke Classification -- Smart Electrical Energy Systems, AI and ML in Security -- THD Reduction Comparison of Three Phase SPPS via Conventional RC and Novel PRESH Controller -- Artificial Neural Network (ANN) trained by a Novel Arithmetic Optimization Algorithm (AOA) for Short Term Forecasting of Wind Power -- Bode Plot Analysis of PRES and Novel PRESH controller interfaced with three phase GTSPPS -- Energy tracing and blockchain technology: a primary review -- Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations -- ML and AI for sensing technologies, Social Media Analytics -- Point Cloud Instance Segmentation for Automatic Electric Vehicle Battery Disassembly -- Radar-Based Passive Step Counter and its Comparison with a Wrist-Worn Physical Activity Tracker -- Principles for the Arrangement of Social Media Listening Practices in Crisis Management -- AMUSED: An Annotation Framework of Multi-modal Social Media Data -- ML in energy sectors and materials -- An evaluation of predictor variables for photovoltaic power forecasting -- Smart Meter Data Anomaly Detection using Variational Recurrent Autoencoders with Attention -- Detecting the linear and non-linear causal links for disturbances in the power grid -- Machine Learning for PV System Operational Fault Analysis: Literature Review -- Miscellaneous -- An overview of Data Based Predictive Modeling Techniques used in Analysis of Vehicle Crash Severity -- An Evaluation of Autonomous Car Simulators and their applicability for Supervised and Reinforcement Learning -- Classification of Mechanical Fault-Excited Events based on Frequency -- Intelligent Technologies in the Process of Recovering Historical, Cultural, and Heritage Value in Native Communities -- Tensile Experiments on Adhesion between Aluminium Profiles and Glass -- Machine learning for capacity utilization along the routes of an urban freight service.
edited by Filippo Sanfilippo, Ole-Christoffer Granmo, Sule Yildirim Yayilgan, Imran Sarwar Bajwa.
Computer and Information Systems Applications
Communications in Computer and Information Science, 1616