Applied Intelligence and Informatics

Table of Contents

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   Book Overview
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   Chapter 1 A Hybrid Speed and Radial Distance Feature Descriptor Using Optical Flow Approach in HAR
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   Chapter 2 Innovative Soft Computing Techniques for the Evaluation of the Mechanical Stress State of Steel Plates
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   Chapter 3 An Indirect Approach to Forecast Produced Power on Photovoltaic Plants Under Uneven Shading Conditions
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   Chapter 4 An FPGA-Based Hardware Accelerator for the k-Nearest Neighbor Algorithm Implementation in Wearable Embedded Systems
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   Chapter 5 Designing Low-Power and High-Speed FPGA-Based Binary Decision Tree Hardware Accelerators
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   Chapter 6 MEMS and AI for the Recognition of Human Activities on IoT Platforms
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   Chapter 7 Tackling the Linear Sum Assignment Problem with Graph Neural Networks
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   Chapter 8 A Nonparametric Model for Forecasting Life Expectancy at Birth Using Gaussian Process
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    Chapter 9 Optimized Layout: A Genetic Algorithm for Industrial and Business Application
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    Chapter 10 Explainable Deep Learning for Alzheimer Disease Classification and Localisation
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    Chapter 11 ML-Based Radiomics Analysis for Breast Cancer Classification in DCE-MRI
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    Chapter 12 Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps
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    Chapter 13 A Novel Fuzzy Semi-supervised Learning Approach for the Classification of Colorectal Cancer (FSSL-CRCC)
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    Chapter 14 Machine Learning Models to Analyze the Effect of Drugs on Neonatal-ICU Length of Stay
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    Chapter 15 i ConDet2: An Improved Conjunctivitis Detection Portable Healthcare App Powered by Artificial Intelligence
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    Chapter 16 Ensemble Classifiers for a 4-Way Classification of Alzheimer’s Disease
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    Chapter 17 Identification of Crown and Rump in First-Trimester Ultrasound Images Using Deep Convolutional Neural Network
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    Chapter 18 A Pyramidal Approach for Emotion Recognition from EEG Signals
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    Chapter 19 Evaluation of Galvanic Skin Response (GSR) Signals Features for Emotion Recognition
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    Chapter 20 A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images
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    Chapter 21 Television Programs Classification via Deep Learning Approach Using SSMI-CNN
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    Chapter 22 A Hybrid Deep Learning System to Detect Face-Mask and Monitor Social Distance
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    Chapter 23 Handwriting and Drawing for Depression Detection: A Preliminary Study
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    Chapter 24 Identifying Synthetic Voices’ Qualities for Conversational Agents
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    Chapter 25 Identifying Colluding Actors in Social Communities by Reputation Measures
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    Chapter 26 Weakly Supervised Transfer Learning for Multi-label Appliance Classification
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    Chapter 27 Toward an Interoperable Catalogue of Multimodal Depression-Related Data
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    Chapter 28 Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications
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    Chapter 29 Nonexclusive Classification of Household Appliances by Fuzzy Deep Neural Networks
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    Chapter 30 Applied Enhanced Q-NAS for COVID-19 Detection in CT Images
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    Chapter 31 Beware the Sirens: Prototyping an Emergency Vehicle Detection System for Smart Cars
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    Chapter 32 Indoor Positioning and Navigation Using Bluetooth Low Energy and Cloud Service in Healthcare Perspective
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    Chapter 33 Science Parks Externalities on Financial Performance of Small Firms Through Business Intelligence Tools
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    Chapter 34 A Novel Approach to Identifying DDoS Traffic in the Smart Home Network via Exploratory Data Analysis
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    Chapter 35 A Novel Framework to Detect Anomalous Nodes to Secure Wireless Sensor Networks
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    Chapter 36 A Graph-Based Approach to Detect Anomalies Based on Shared Attribute Values