18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)

Table of Contents

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   Book Overview
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   Chapter 1 Level 3 Data Fusion
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   Chapter 2 Image Classification Using Contrastive Language-Image Pre-training: Application to Aerial Views of Power Line Infrastructures
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   Chapter 3 A Realistic UAS Traffic Generation Tool to Evaluate and Optimize U-Space Airspace Capacity
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   Chapter 4 UAV Airframe Classification Using Acceleration Spectrograms
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   Chapter 5 Tuning Process Noise in INS/GNSS Fusion for Drone Navigation Based on Evolutionary Algorithms
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   Chapter 6 Digital Twins of Production Systems Based on Discrete Simulation and Machine Learning Algorithms
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   Chapter 7 Edge Architecture for the Integration of Soft Models Based Industrial AI Control into Industry 4.0 Cyber-Physical Systems
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   Chapter 8 The Use of Line Simplification and Vibration Suppression Algorithms to Improve the Quality of Determining the Indoor Location in RTLSs
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    Chapter 9 Possibilities of Decision Support in Organizing Production Processes
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    Chapter 10 Efficient Short-Term Time Series Forecasting with Regression Trees
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    Chapter 11 Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks
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    Chapter 12 Olive Oil Fly Population Pest Forecasting Using Explainable Deep Learning
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    Chapter 13 Explaining Learned Patterns in Deep Learning by Association Rules Mining
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    Chapter 14 A Deep Learning Ensemble for Ultrasonic Weld Quality Control
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    Chapter 15 Indoor Scenes Video Captioning
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    Chapter 16 A Multimodal Dataset to Create Manufacturing Digital Twins
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    Chapter 17 A Modified Loss Function Approach for Instance Segmentation Improvement and Application in Fish Markets
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    Chapter 18 Parallel Processing Applied to Object Detection with a Jetson TX2 Embedded System
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    Chapter 19 Deep Learning-Based Emotion Detection in Aphasia Patients
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    Chapter 20 Defect Detection in Batavia Woven Fabrics by Means of Convolutional Neural Networks
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    Chapter 21 An Image Mosaicing-Based Method for Bird Identification on Edge Computing Devices
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    Chapter 22 HoloDemtect: A Mixed Reality Framework for Cognitive Stimulation Through Interaction with Objects
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    Chapter 23 Accurate Estimation of Parametric Models of the Human Body from 3D Point Clouds
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    Chapter 24 Lightweight Cosmetic Contact Lens Detection System for Iris Recognition at a Distance
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    Chapter 25 Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural Networks
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    Chapter 26 Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings
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    Chapter 27 Multi-objective Optimization for Multi-Robot Path Planning on Warehouse Environments
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    Chapter 28 On the Prediction of Anomalous Contaminant Diffusion
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    Chapter 29 Keeping Safe Distance from Obstacles for Autonomous Vehicles by Genetic Algorithms
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    Chapter 30 An Approach of Optimisation in Last Mile Delivery
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    Chapter 31 A Preliminary Study of MLSE/ACE-III Stages for Primary Progressive Aphasia Automatic Identification Using Speech Features
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    Chapter 32 Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables
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    Chapter 33 The Impact of Data Normalization on the Accuracy of Machine Learning Algorithms: A Comparative Analysis
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    Chapter 34 Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction