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17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022) [2022]

1
Anomaly Detection of Security Threats to Cyber-Physical Systems: A Study
2
Predictive Maintenance for Maintenance-Effective Manufacturing Using Machine Learning Approaches
3
Estimation of Lamb Weight Using Transfer Learning and Regression
4
UAV Simulation for Object Detection and 3D Reconstruction Fusing 2D LiDAR and Camera
5
A SO<sub>2</sub> Pollution Concentrations Prediction Approach Using Autoencoders
6
CPU Computation Influence on Energy Consumption Forecasting Activities of a Building
7
Python-Based Ecosystem for Agent Communities Simulation
8
Deep Learning Approach for the Prediction of the Concentration of Chlorophyll ɑ in Seawater. A Case Study in <italic>El Mar Menor</italic> (Spain)
9
A Hybrid Discrete Symbiotic Organisms Search Algorithm and List-Based Simulated Annealing Algorithm for Traveling Salesman Problem
10
Estimation of Distribution Algorithms Applied to the Next Release Problem
11
An Extremal Optimization Approach to the Pairwise Connectivity Critical Node Detection Problem
12
Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation
13
Intuitionistic Fuzzy Sets in J-CO-QL<inline-formula><alternatives><math xmlns="http://www.w3.org/1998/Math/MathML"><msup><mrow></mrow><mo>+</mo></msup></math><tex-math>\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$^+$$\end{document}</tex-math><inline-graphic></inline-graphic></alternatives></inline-formula>?
14
Assessing the Efficient Market Hypothesis for Cryptocurrencies with High-Frequency Data Using Time Series Classification
15
Blockchain for Supply Chain Traceability with Data Validation
16
Compression of Clustered Ship Trajectories for Context Learning and Anomaly Detection
17
DR Participants’ Actual Response Prediction Using Artificial Neural Networks
18
Non-linear Neural Models to Predict HRC Steel Price in Spain
19
First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data
20
Virtual Sensor to Estimate Air Pollution Heavy Metals Using Bioindicators
21
Regression Techniques to Predict the Growth of Potato Tubers
22
Reliability-Sensitive Optimization for Provision of Ancillary Services by Tempo-Spatial Correlated Distributed Energy Resources
23
Predictive Maintenance of ATM Machines by Modelling Remaining Useful Life with Machine Learning Techniques
24
The Impact of Content Deletion on Tabular Data Similarity Using Contextual Word Embeddings
25
Deep Learning-Based Dementia Prediction Using Multimodal Data
26
Lightweight Models in Face Attribute Recognition: Performance Under Oclussions
27
Small Vessel Detection in Changing Seaborne Environments Using Anchor-Free Detectors on Aerial Images
28
Improving Malware Detection with a Novel Dataset Based on API Calls
29
Identifying Places Using Multimodal Social Network Data
30
Monitoring Human Performance Through Deep Learning and Computer Vision in Industry 4.0
31
Automatic Fish Size Estimation from Uncalibrated Fish Market Images Using Computer Vision and Deep Learning
32
Vehicle Overtaking Hazard Detection over Onboard Cameras Using Deep Convolutional Networks
33
Image Classification Applied to the Problem of Conformity Check in Industry
34
A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical Characterisation
35
Convolutional Neural Networks for Structured Industrial Data
36
Classification of Polymers Based on the Degree of Their Transparency in SWIR Spectrum
37
Deep Learning Based Baynat Foam Classification for Headliners Manufacturing
38
A GAN Approach for Anomaly Detection in Spacecraft Telemetries
39
Management and Forecasting of the Demand for Caskets in the Funeral Sector. Study Before and During the Covid-19 Pandemic
40
Explainable Artificial Intelligence for the Electric Vehicle Load Demand Forecasting Problem
41
A Cluster-Based Deep Learning Model for Energy Consumption Forecasting in Ethiopia
42
Abnormal Driving Behavior Identification Based on Naturalistic Driving Data Using LSTM Recurrent Neural Networks
43
Identification of Critical Subgraphs in Drone Airways Graphs by Graph Convolutional Networks
44
Robust Velocity Control of an Automated Guided Vehicle Using Artificial Neural Networks
45
Studying the Use of ANN to Estimate State-Space Variables for MIMO Systems in a NMPC Strategy
46
Control of MIMO Systems with iMO-NMPC Strategy
47
Optimization of Trajectory Generation for Automatic Guided Vehicles by Genetic Algorithms
48
Complementing Direct Speed Control with Neural Networks for Wind Turbine MPPT
49
A Control Approach on Hybrid Floating Offshore Wind Turbines for Platform and Generated Power Oscillations Reduction at Below-rated Wind Speed
50
Control Tuning by Genetic Algorithm of a Low Scale Model Wind Turbine
51
Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated Annealing
52
Neural Networks Techniques for Fault Detection and Offset Prediction on Wind Turbines Sensors
53
Errors of Identifiers in Anonymous Databases: Impact on Data Quality
54
Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature Selection
55
Classification Methods for MOBA Games
56
Feature Ranking for Feature Sorting and Feature Selection, and Feature Sorting: FR4(FSoFS)<inline-formula><alternatives><math xmlns="http://www.w3.org/1998/Math/MathML"><mo>∧</mo></math><tex-math>\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\wedge $$\end{document}</tex-math><inline-graphic></inline-graphic></alternatives></inline-formula>FSo
57
Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning Approach
58
Case-Based Reasoning for the Prediction of Flash Flood
59
Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas
60
Node Location Optimization for Localizing UAVs in Urban Scenarios
61
Applying Deep Q-learning for Multi-agent Cooperative-Competitive Environments
62
A Comparison of Two Speech Emotion Recognition Algorithms: Pepper Humanoid Versus Bag of Models
63
Fine-Tuning of Optimisation Parameters in a Firefly Algorithm in Inventory Management
64
Security Centric Scalable Architecture for Distributed Learning and Knowledge Preservation
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