Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops

Table of Contents

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   Book Overview
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   Chapter 1 5G for the Support of Smart Power Grids: Millisecond Level Precise Distributed Generation Monitoring and Real-Time Wide Area Monitoring
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   Chapter 2 A 5G-Based Architecture for Localization Accuracy
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   Chapter 3 A Deep Q Network-Based Multi-connectivity Algorithm for Heterogeneous 4G/5G Cellular Systems
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   Chapter 4 A Framework to Support the Deployment of PPDR Services Across Edge and Cloud Domains
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   Chapter 5 Advancements in Edge Computing and Service Orchestration in Support of Advanced Surveillance Services
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   Chapter 6 AI-Driven Intent-Based Networking for 5G Enhanced Robot Autonomy
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   Chapter 7 Application of Mobile Networks (5G and Beyond) in Precision Agriculture
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   Chapter 8 Building a Knowledge-Intensive, Intent-Lean, Question Answering Chatbot in the Telecom Industry - Challenges and Solutions
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    Chapter 9 Comparative Study of a Deterministic Adaptive Beamforming Technique with Neural Network Implementations
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    Chapter 10 Efficient Data Management and Interoperability Middleware in Business-Oriented Smart Port Use Cases
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    Chapter 11 Experimentation Scenarios for Machine Learning-Based Resource Management
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    Chapter 12 Fundamental Features of the Smart5Grid Platform Towards Realizing 5G Implementation
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    Chapter 13 The Use of Robotics in Critical Use Cases: The 5G-ERA Project Solution
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    Chapter 14 An Automated 2D U-Net Segmentation Method for the Identification of Cancer Brain Metastases Using MRI Images
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    Chapter 15 An Intelligent Grammar-Based Platform for RNA H-type Pseudoknot Prediction
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    Chapter 16 Deep Learning-Based Segmentation of the Atherosclerotic Carotid Plaque in Ultrasonic Images
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    Chapter 17 On the Reusability of ISIC Data for Training DL Classifiers Applied on Clinical Skin Images
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    Chapter 18 An Innovative Software Platform for Efficient Energy, Environmental and Cost Planning in Buildings Retrofitting
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    Chapter 19 Anomaly Detection in Small-Scale Industrial and Household Appliances
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    Chapter 20 Chargym: An EV Charging Station Model for Controller Benchmarking
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    Chapter 21 Environmental Feature Correlation and Meta-analysis for Occupancy Detection - A Real-Life Assessment
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    Chapter 22 Non-intrusive Diagnostics for Legacy Heat-Pump Performance Degradation
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    Chapter 23 Performance Meta-analysis for Big-Data Univariate Auto-Imputation in the Building Sector
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    Chapter 24 Proactive Buildings: A Prescriptive Maintenance Approach
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    Chapter 25 Probabilistic Quantile Multi-step Forecasting of Energy Market Prices: A UK Case Study
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    Chapter 26 An Overview of MCMC Methods: From Theory to Applications
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    Chapter 27 Employing Natural Language Processing Techniques for Online Job Vacancies Classification
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    Chapter 28 Maximum Likelihood Estimators on MCMC Sampling Algorithms for Decision Making
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    Chapter 29 Simulating Blockchain Consensus Protocols in Julia: Proof of Work vs Proof of Stake
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    Chapter 30 State-of-the-Art in Community Detection in Temporal Networks
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    Chapter 31 CAIPI in Practice: Towards Explainable Interactive Medical Image Classification
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    Chapter 32 Digitally Assisted Planning and Monitoring of Supportive Recommendations in Cancer Patients
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    Chapter 33 Monitoring Neurological Disorder Patients via Deep Learning Based Facial Expressions Analysis
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    Chapter 34 ParSMURF-NG: A Machine Learning High Performance Computing System for the Analysis of Imbalanced Big Omics Data
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    Chapter 35 Predicting Risk of Dementia with Survival Machine Learning and Statistical Methods: Results on the English Longitudinal Study of Ageing Cohort