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19th international conference on soft computing models in industrial and environmental applications, SOCO 2024

ISBN: (纸本)9783031750090

the proceedings contain 61 papers. the special focus in this conference is on soft computing models in industrial and environmental applications. the topics include: Improving the Efficiency of Production Processes by Reducing Human Errors Using Intelligent Methods;automated Semantic Labelling of Images Generated with Deep Diffusion Probabilistic models;wastewater Quality Indicator Estimation Using Machine Learning and Data Augmentation Techniques;a Virtual Avatar for Sign Language Signing;comparison of D-Wave Quantum computing Environment Solvers for a Two-Machine Jobs Scheduling Problem;hybrid Fuzzy-Based Method for Optimally Selecting Aircraft for Low-Cost Carriers Operating Medium-Haul Flights;two Way Ranging Positioning Methods Analysis Under Optimized Sensor Deployments;human Acoustic Events Detection as Anomalies in industrial Environments Using Shallow Unsupervised Techniques;Machine Learning in the Last-Mile Delivery: Modified Q-Learning for the TSP;IoT and AI Based Security System – Design and Implementation;characterization of Cattle Behavior Based on Dimensional Reduction Techniques;time Series Forecasting in Agriculture: Explainable Deep Learning with Lagged Feature Selection;artificial Intelligence Methodology for Run-to-Target Manufacturing;multi-robot Path Planning Problem Applied to Real World Enviroment;an Approach of Optimization in Capacitated Vehicle Routing Problem in Logistics Distribution;bayesian Generation of Synthetic Data;learning-Based models for Intelligent Control Over Air Conditioning Units in a Smart Building;predicting Power Generation from Photovoltaic Energy System;photovoltaic Generation Forecasting for Intelligent Management in Energy Communities;application of Neural models in Solar Radiation Measurements for a Better Data Gathering Quality;caravels: A Decentralized Container-Based Infrastructure for Sustainable Human-Centric Intelligent Energy Communities;Production Scheduling for Energy Cost Optimization with Constraints: Com

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19th international conference on soft computing models in industrial and environmental applications, SOCO 2024

19th International Conference on Soft Computing Models in In...

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19th international conference on soft computing models in industrial and environmental applications, SOCO 2024

ISBN: (纸本)9783031750120

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Proceedings of the 18th international conference on soft computing models in industrial and environmental applications, SOCO 2023

Proceedings of the 18th International Conference on Soft Com...

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Proceedings of the 18th international conference on soft computing models in industrial and environmental applications, SOCO 2023

ISBN: (纸本)9783031425356

the proceedings contain 61 papers. the special focus in this conference is on soft computing models in industrial and environmental applications. the topics include: Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid;Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction;effectiveness of Quantum computing in Image Processing for Burr Detection;hyperspectral Technology for Oil Spills Detection by Using Artificial Neural Network Classifier;Model-Based Design of the IMO-NMPC Strategy: Real-Time Implementation;first Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning;multi-scale Neural Model for Tool-Narayanaswamy-Moynihan Model Parameter Extraction;comparative Study of Open Source Database Management Systems to Enable Predictive Maintenance of Autonomous Guided Vehicles;deep Learning and Metaheuristic for Multivariate Time-Series Forecasting;forecasting Greenhouse Temperature Using Machine Learning models: Optimizing Crop Production in Andalucia;extended Rank-Based Ant Colony Optimization Algorithm for Traveling Salesman Problem;Managing Pandemics through Agent-Based Simulation: A Case Study Based on COVID-19;leveraging Smart Meter Data for Adaptive Consumer Profiling;Categorization of CoAP DoS Attack Based on One-Class Boundary Methods;text Classification for Automatic Distribution of Review Notes in Movie Production;fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms;machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment;integrated Forecast and Optimization for Retailer Allocation in a Two-Echelon Inventory System;application of Fuzzy Logic to the Risk Assessment of Production Machines Failures;Neuron Characterization in Complex Cultures Using a Combined YOLO and U-Net Segmentation Approach;neuroevolutionary Transfer Learning for Time Series Forecasting;f

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Proceedings of the 18th international conference on soft computing models in industrial and environmental applications, SOCO 2023

Proceedings of the 18th International Conference on Soft Com...

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Proceedings of the 18th international conference on soft computing models in industrial and environmental applications, SOCO 2023

ISBN: (纸本)9783031425288

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16th international conference on soft computing models in industrial and environmental applications (SOCO 2021) 1st ed. 2022

16th International Conference on Soft Computing Models in In...

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丛书名： Advances in Intelligent Systems and computing

2022年

作者： Hugo Sanjurjo González Iker Pastor López Pablo García Bringas Héctor Quintián Emilio Corchado

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15th international conference on soft computing models in industrial and environmental applications (SOCO 2020) 1st ed. 2021

15th International Conference on Soft Computing Models in In...

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丛书名： Advances in Intelligent Systems and computing

2021年

作者： Álvaro Herrero Carlos Cambra Daniel Urda Javier Sedano Héctor Quintián Emilio Corchado

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15th international conference on soft computing models in industrial and environmental applications, SOCO 2020

15th International Conference on Soft Computing Models in In...

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15th international conference on soft computing models in industrial and environmental applications, SOCO 2020

ISBN: (纸本)9783030578015

the proceedings contain 83 papers. the special focus in this conference is on soft computing models in industrial and environmental applications. the topics include: A Smart Crutch Tip for Monitoring the Activities of Daily Living Based on a Novel Neural-Network Intelligent Classifier;Hourly Air Quality Index (AQI) Forecasting Using Machine Learning Methods;interpretable Deep Learning with Hybrid Autoencoders to Predict Electric Energy Consumption;on the Performance of Deep Learning models for Time Series Classification in Streaming;An Approach to Forecasting and Filtering Noise in Dynamic Systems Using LSTM Architectures;novel Approach for Person Detection Based on Image Segmentation Neural Network;an Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data;smart Song Equalization Based on the Classification of Musical Genres;machine Learning in Classification of the Wax Structure of Breathing Openings on Leaves Affected by Air Pollution;A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset;software Sensors for the Monitoring of Bioprocesses;RGB Images Driven Recognition of Grapevine Varieties;discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering;counting Livestock with Image Segmentation Neural Network;smart, Precision or Digital Agriculture and Farming - Current State of Technology;an Automated Platform for Microrobot Manipulation;growth models of Female Dairy Cattle;a Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops;blocks of Jobs for Solving Two-Machine Flow Shop Problem with Normal Distributed Processing Times;soft computing Analysis of Pressure Decay Leak Test Detection.

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14th international conference on soft computing models in industrial and environmental applications, SOCO 2019

14th International Conference on Soft Computing Models in In...

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14th international conference on soft computing models in industrial and environmental applications, SOCO 2019

ISBN: (纸本)9783030200541

the proceedings contain 57 papers. the special focus in this conference is on soft computing models in industrial and environmental applications. the topics include: Framework for the Detection of Physiological Parameters with Musical Stimuli Based on IoT;edge computing Architectures in Industry 4.0: A General Survey and Comparison;predictive Maintenance from Event Logs Using Wavelet-Based Features: An industrial Application;building Robust Prediction models for Defective Sensor Data Using Artificial Neural Networks;ensemble Deep Learning for Forecasting 222Rn Radiation Level at Canfranc Underground Laboratory;search of Extreme Episodes in Urban Ozone Maps;a Novel Heuristic Approach for the Simultaneous Selection of the Optimal Clustering Method and Its Internal Parameters for Time Series Data;A Hybrid Approach for Short-Term NO2 Forecasting: Case Study of Bay of Algeciras (Spain);context-Aware Data Mining vs Classical Data Mining: Case Study on Predicting Soil Moisture;analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy;DTW as Alignment Function in the Context of Time Series Balancing;feature Clustering to Improve Fall Detection: A Preliminary Study;creation of Synthetic Data with Conditional Generative Adversarial Networks;data Selection to Improve Anomaly Detection in a Component-Based Robot;Addressing Low Dimensionality Feature Subset Selection: ReliefF(-k) or Extended Correlation-Based Feature Selection(eCFS)?;a Predictive Maintenance Model Using Recurrent Neural Networks;prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting with Limited Training Data;characteristic of WiFi Network Based on Space Model with Using Turning Bands Co-simulation Method;Mobile Architecture for Forest Fire Simulation Using PhyFire-HDWind Model.

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Special Issue SOCO 2022: New trends in soft computing and its application in industrial and environmental problems

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NEUROcomputing 2024年 584卷

作者： Quintian, Hector Corchado, Emilio Univ A Coruna Dept Ind Engn CTC Coruna Spain Univ Salamanca Dept Comp Sci & Automat Salamanca Spain

the eight papers included in this special issue represent a selection of extended contributions presented at the 17th international conference on soft computing models in industrial and environmental applications, SOCO 2022 held in Salamanca, Spain, September 6th-8th, 2022, and organized by the BISITE group at University of Salamanca. SOCO 2022 international conference represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines which investigate, simulate, and analyse very complex issues and phenomena. this special issue is aimed at practitioners, researchers, and postgraduate students who are engaged in developing and applying advanced intelligent systems principles to solve real-world problems in the mentioned fields.

关键词： soft computing Artificial Intelligence industrial applications

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international Joint conference on 12th international conference on soft computing models in industrial and environmental applications, SOCO 2017, 10th international conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th international conference on European Transnational Education, ICEUTE 2017

International Joint Conference on 12th International Confere...

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international Joint conference on 12th international conference on soft computing models in industrial and environmental applications, SOCO 2017, 10th international conference on Computational Intelligence in Security for Information Systems, CISIS 2017 and 8th international conference on European Transnational Education, ICEUTE 2017

ISBN: (纸本)9783319671796

the proceedings contain 74 papers. the special focus in this conference is on soft computing models in industrial and environmental applications. the topics include: Learning Bayesian network to predict group emotion in kindergarten by evolutionary computation;dynamic resources configuration for coevolutionary scheduling of scientific workflows in cloud environment;computation of berge-zhukovskii equilibrium in discrete time dynamic games;applying genetic algorithms in chemical engineering for determining zeolite structures;health assessment of automotive batteries through computational intelligence-based soft sensors;intelligent decision system based on fuzzy logic expert system to improve plastic injection molding process;acquisition and fuzzy processing of physiological signals to obtain human stress level using low cost portable hardware;a fuzzy ordered weighted averaging approach to rerostering in nurse scheduling problem;gas consumption prediction based on artificial neural networks for residential sectors;bioclimatic house heat exchanger behavior prediction with time series modeling;optimization with the evolution strategy by example of electrical discharge drilling;detection of cardiac arrhythmias through singular spectrum analysis of a time-distorted egm signal;attempts prediction by missing data imputation in engineering degree;instability detection on a radial turning process for superalloys;PAELLA as a booster in weighted regression and a data-driven approach to dialog structure modeling.

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