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15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)

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Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Advanced Oversampling for Improved Detection of Software Anomalies in a Robot
  3. Altmetric Badge
    Chapter 2 A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset
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    Chapter 3 How Noisy and Missing Context Influences Predictions in a Practical Context-Aware Data Mining System
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    Chapter 4 Small-Wind Turbine Power Generation Prediction from Atmospheric Variables Based on Intelligent Techniques
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    Chapter 5 Supported Decision-Making by Explainable Predictions of Ship Trajectories
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    Chapter 6 A Natural Language Processing Approach to Represent Maps from Their Description in Natural Language
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    Chapter 7 A Novel Formulation for the Energy Storage Scheduling Problem in Solar Self-consumption Systems
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    Chapter 8 A Behavioural Study of the Crossover Operator in Diploid Genetic Algorithms
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    Chapter 9 Parallel Differential Evolution with Variable Population Size for Global Optimization
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    Chapter 10 A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns
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    Chapter 11 A Smart Crutch Tip for Monitoring the Activities of Daily Living Based on a Novel Neural-Network Intelligent Classifier
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    Chapter 12 Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
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    Chapter 13 Interpretable Deep Learning with Hybrid Autoencoders to Predict Electric Energy Consumption
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    Chapter 14 On the Performance of Deep Learning Models for Time Series Classification in Streaming
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    Chapter 15 An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM Architectures
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    Chapter 16 Novel Approach for Person Detection Based on Image Segmentation Neural Network
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    Chapter 17 An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data
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    Chapter 18 Smart Song Equalization Based on the Classification of Musical Genres
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    Chapter 19 Machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air Pollution
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    Chapter 20 Software Sensors for the Monitoring of Bioprocesses
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    Chapter 21 RGB Images Driven Recognition of Grapevine Varieties
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    Chapter 22 Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
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    Chapter 23 Counting Livestock with Image Segmentation Neural Network
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    Chapter 24 Smart, Precision or Digital Agriculture and Farming - Current State of Technology
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    Chapter 25 An Automated Platform for Microrobot Manipulation
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    Chapter 26 Growth Models of Female Dairy Cattle
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    Chapter 27 A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops
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    Chapter 28 Blocks of Jobs for Solving Two-Machine Flow Shop Problem with Normal Distributed Processing Times
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    Chapter 29 Soft Computing Analysis of Pressure Decay Leak Test Detection
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    Chapter 30 Fuzzy FMEA Application to Risk Assessment of Quality Control Process
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    Chapter 31 Similarity of Parts Determined by Semantic Networks as the Basis for Manufacturing Cost Estimation
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    Chapter 32 A Simulated Annealing Based Method for Sequencing Problem in Mixed Model Assembly Lines
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    Chapter 33 The Concept of Genetic Algorithm Application for Scheduling Operations with Multi-resource Requirements
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    Chapter 34 Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation
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    Chapter 35 Data Balancing to Improve Prediction of Project Success in the Telecom Sector
  37. Altmetric Badge
    Chapter 36 Demand Control Ventilation Strategy by Tracing the Radon Concentration in Smart Buildings
  38. Altmetric Badge
    Chapter 37 Implementation of a Statistical Dialogue Manager for Commercial Conversational Systems
  39. Altmetric Badge
    Chapter 38 Wind Turbine Pitch Control with an RBF Neural Network
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    Chapter 39 MIMO Neural Models for a Twin-Rotor Platform: Comparison Between Mathematical Simulations and Real Experiments
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    Chapter 40 Fuzzy-Logic Based Identification of Conventional Two-Lane Roads
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    Chapter 41 Swarm Modelling Considering Autonomous Vehicles for Traffic Jam Assist Simulation
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    Chapter 42 Exploring Datasets to Solve Partial Differential Equations with TensorFlow
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    Chapter 43 Modeling Double Concentric Jets Using Linear and Non-linear Approaches
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    Chapter 44 Unsupervised Data Analysis of Direct Numerical Simulation of a Turbulent Flame via Local Principal Component Analysis and Procustes Analysis
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    Chapter 45 HODMD Analysis in a Forced Flow over a Backward-Facing Step by Harmonic Perturbations
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    Chapter 46 An Application of Variational Mode Decomposition in Simulated Flight Test Data
  48. Altmetric Badge
    Chapter 47 Following Vortices in Turbulent Channel Flows
  49. Altmetric Badge
    Chapter 48 Stable Performance Under Sensor Failure of Local Positioning Systems
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    Chapter 49 Solving the Two-Stage Supply Chain Network Design Problem with Risk-Pooling and Lead Times by an Efficient Genetic Algorithm
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    Chapter 50 Genetic Algorithm Optimization of Lift Distribution in Subsonic Low-Range Designs
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    Chapter 51 Hybrid Genetic Algorithms and Tour Construction and Improvement Algorithms Used for Optimizing the Traveling Salesman Problem
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    Chapter 52 Segmentation Optimization in Trajectory-Based Ship Classification
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    Chapter 53 Bio-Inspired System for MRP Production and Delivery Planning in Automotive Industry
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    Chapter 54 Time Series Data Augmentation and Dropout Roles in Deep Learning Applied to Fall Detection
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    Chapter 55 A Comparison of Multivariate Time Series Clustering Methods
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    Chapter 56 Synthesized A* Multi-robot Path Planning in an Indoor Smart Lab Using Distributed Cloud Computing
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    Chapter 57 Towards Fog-Based HiTLCPS for Human Robot Interactions in Smart Lab: Use Cases and Architecture Overview
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    Chapter 58 Neural Models to Predict Irrigation Needs of a Potato Plantation
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    Chapter 59 Mathematical Modelling for Performance Evaluation Using Velocity Control for Semi-autonomous Vehicle
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    Chapter 60 A Relative Positioning Development for an Autonomous Mobile Robot with a Linear Regression Technique
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    Chapter 61 Generating 2.5D Photorealistic Synthetic Datasets for Training Machine Vision Algorithms
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    Chapter 62 Control of Industrial AGV Based on Reinforcement Learning
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    Chapter 63 Shared Control Framework and Application for European Research Projects
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    Chapter 64 A First Approach to Path Planning Coverage with Multi-UAVs
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    Chapter 65 Copper Price Time Series Forecasting by Means of Generalized Regression Neural Networks with Optimized Predictor Variables
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    Chapter 66 A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression Splines
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    Chapter 67 Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector Regression
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    Chapter 68 Uncertainty Propagation Using Hybrid Methods
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    Chapter 69 Multidimensional Measurement of Virtual Human Bodies Acquired with Depth Sensors
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    Chapter 70 Event-Based Conceptual Architecture for the Management of Cyber-Physical Systems Tasks in Real Time
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    Chapter 71 A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small Datasets
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    Chapter 72 Burr Detection Using Image Processing in Milling Workpieces
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    Chapter 73 A Deep Learning Architecture for Recognizing Abnormal Activities of Groups Using Context and Motion Information
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    Chapter 74 Implementation of a Low-Cost Rain Gauge with Arduino and Thingspeak
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    Chapter 75 Functional Networks for Image Segmentation of Cutaneous Lesions with Rational Curves
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    Chapter 76 Manufacturing Description Language for Process Control in Industry 4.0
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    Chapter 77 ToolSet: A Real-Synthetic Manufacturing Tools and Accessories Dataset
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    Chapter 78 Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information Aggregation
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    Chapter 79 A Comparison of Registration Methods for SLAM with the M8 Quanergy LiDAR
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    Chapter 80 An Application of Laser Measurement to On-Line Metal Strip Flatness Measurement
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    Chapter 81 Efficiency of Public Wireless Sensors Applied to Spatial Crowd Monitoring in Buildings
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    Chapter 82 Machine-Learning Techniques Applied to Biomass Estimation Using LiDAR Data
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    Chapter 83 Active Learning for Road Lane Landmark Inventory with Random Forest in Highly Uncontrolled LiDAR Intensity Based Image
Attention for Chapter 12: Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
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Chapter title
Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods
Chapter number 12
Book title
15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020)
Published by
Springer, Cham, September 2020
DOI 10.1007/978-3-030-57802-2_12
Book ISBNs
978-3-03-057801-5, 978-3-03-057802-2
Authors

Jose Antonio Moscoso-López, Daniel Urda, Javier González-Enrique, Juan Jesus Ruiz-Aguilar, Ignacio J. Turias, Moscoso-López, Jose Antonio, Urda, Daniel, González-Enrique, Javier, Ruiz-Aguilar, Juan Jesus, Turias, Ignacio J.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 14 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 14 100%

Demographic breakdown

Readers by professional status Count As %
Lecturer 3 21%
Student > Master 2 14%
Other 1 7%
Unspecified 1 7%
Student > Ph. D. Student 1 7%
Other 1 7%
Unknown 5 36%
Readers by discipline Count As %
Computer Science 3 21%
Engineering 2 14%
Environmental Science 1 7%
Unspecified 1 7%
Unknown 7 50%