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

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Table of Contents

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    Book Overview
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    Chapter 1 Text Classification for Automatic Distribution of Review Notes in Movie Production
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    Chapter 2 Extended Rank-Based Ant Colony Optimization Algorithm for Traveling Salesman Problem
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    Chapter 3 Multi-scale Neural Model for Tool-Narayanaswamy-Moynihan Model Parameter Extraction
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    Chapter 4 Application of Fuzzy Logic to the Risk Assessment of Production Machines Failures
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    Chapter 5 First Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning
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    Chapter 6 Fuzzy Aggregators in Practice: Meta-Model and Implementation
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    Chapter 7 Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation
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    Chapter 8 Hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier
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    Chapter 9 Neuron Characterization in Complex Cultures Using a Combined YOLO and U-Net Segmentation Approach
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    Chapter 10 Effectiveness of Quantum Computing in Image Processing for Burr Detection
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    Chapter 11 Categorization of CoAP DoS Attack Based on One-Class Boundary Methods
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    Chapter 12 TinyNARM: Simplifying Numerical Association Rule Mining for Running on Microcontrollers
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    Chapter 13 Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms
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    Chapter 14 Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine
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    Chapter 15 Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
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    Chapter 16 Machine Learning Based System for Detecting Battery State-of-Health
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    Chapter 17 Leveraging Smart Meter Data for Adaptive Consumer Profiling
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    Chapter 18 Managing Pandemics Through Agent-Based Simulation: A Case Study Based on COVID-19
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    Chapter 19 Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid
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    Chapter 20 Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting
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    Chapter 21 Neuroevolutionary Transfer Learning for Time Series Forecasting
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    Chapter 22 Machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment
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    Chapter 23 Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia
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    Chapter 24 Deep Learning and Metaheuristic for Multivariate Time-Series Forecasting
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    Chapter 25 An Approach to Enhance Time Series Forecasting by Fast Fourier Transform
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    Chapter 26 Comparative Study of Open Source Database Management Systems to Enable Predictive Maintenance of Autonomous Guided Vehicles
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    Chapter 27 Integrated Forecast and Optimization for Retailer Allocation in a Two-Echelon Inventory System
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Title
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
Published by
Springer Nature Switzerland, September 2023
DOI 10.1007/978-3-031-42529-5
ISBNs
978-3-03-142528-8, 978-3-03-142529-5
Editors

García Bringas, Pablo, Pérez García, Hilde, Martínez de Pisón, Francisco Javier, Martínez Álvarez, Francisco, Troncoso Lora, Alicia, Herrero, Álvaro, Calvo Rolle, José Luis, Quintián, Héctor, Corchado, Emilio

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