Browse through e-books

16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) [2021]

1
A Comparison of Techniques for Virtual Concept Drift Detection
2
Dimensional Reduction on an Intelligent Model for Efficiency Improvement of Switching Modes Detection
3
Performance and Explainability of Reservoir Computing Models for Industrial Prognosis
4
A Data-Driven Approach for Components Useful Life Estimation in Wind Turbines
5
Towards Adaptive Gamification in Small Online Communities
6
LSTM vs CNN in Real Ship Trajectory Classification
7
A Comparison of Learning Approaches to Dialogue Management in Conversational Systems
8
Aspect-Based Sentiment Analysis in Drug Reviews Based on Hybrid Feature Learning
9
Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in Vehicles
10
Visual Mining of Industrial Gas Turbines Sensor Data as an Industry 4.0 Application
11
Visually Monitoring the Performance of a Component-Based Robot
12
Optimizing Communication Data Streams in Edge Computing Systems Using Bayesian Algorithms
13
Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines
14
Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR Techniques
15
Data Mines in Real Estate Web Pages: Investigation of Changes in the Czech Real Estate Market Based on Elasticity and on Modified Price Volume Indicator
16
The Weak Supervision Approach for Question Answering over Text Using Triplets Recovering with QA-Based Rankers
17
VR-Photosense: A Virtual Reality Photic Stimulation Interface for the Study of Photosensitivity
18
Guidance of Unmanned Surface Vehicle Fleet Using Genetic Algorithm-Based Approach
19
Toward Reusing the Numerical Association Rule Mining Models
20
Powering Soft Querying in J-CO-QL with JavaScript Functions
21
Image Reconstruction of Colored Bitmap Fractal Images Through Bat Algorithm and Color-Based Image Clustering
22
Intraday Energy Resource Scheduling for Load Aggregators Considering Local Market
23
Energy Predictions for System on a Chip Solutions
24
Texture Descriptors for Automatic Classification of Surface Defects of the Hot-Rolled Steel Strip
25
PhrasIS: Phrase Inference and Similarity Benchmark
26
A Scalable and Flexible Open Source Big Data Architecture for Small and Medium-Sized Enterprises
27
Codebook-Based Near-Duplicate Video Detection
28
Automatic Individual Tree Detection from Combination of Aerial Imagery, LiDAR and Environment Context
29
A First Prototype of an Emotional Smart Speaker
30
A New Information Infrastructure Approach for <italic>End-To-End</italic> Supply Chain Management
31
Hierarchical Color Quantization with a Neural Gas Model Based on Bregman Divergences
32
Autoencoder and Modified YOLOv3 Based Firearms Object Detection in X-ray Baggage Images to Enhance Aviation Safety
33
Predicting Landslides with Machine Learning Methods Using Temporal Sequences of Meteorological Data
34
Webpage Categorization Using Deep Learning
35
Exploiting the Relationship Between Visual and Textual Features in Social Networks for Image Classification with Zero-Shot Deep Learning
36
Improving Landslides Prediction: Meteorological Data Preprocessing Using Random Forest-Based Feature Selection
37
Foreground Segmentation Improvement by Image Denoising Preprocessing Applied to Noisy Video Sequences
38
Predicting Human Actions in the Assembly Process for Industry 4.0
39
Medical Catheters Grasping Point Detection with Quality Control
40
Sentiment Analysis and Image Classification in Social Networks with Zero-Shot Deep Learning: Applications in Tourism
41
Estimating Context Aware Human-Object Interaction Using Deep Learning-Based Object Recognition Architectures
42
Interaction Estimation in Egocentric Videos via Simultaneous Hand-Object Recognition
43
Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following Robot
44
Intelligent Hybrid Controllers for the Blade Angle of Floating Wind Turbines
45
Generation of Restricted Zones for AGVs Routes by Clustering Algorithms
46
Iterative Obstacle Avoidance Algorithm for Mobile Robots
47
Descent of a Suborbital Rocket: A Simulation Case Study Using CFD, Parametric Models and Neural Networks
48
Critical Node Detection for Maximization of Connected Components: An Extremal Optimization Approach
49
Optimal Node Distribution in Wireless Sensor Networks Considering Sensor Selection
50
Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture
51
Temperature-Effect Compensation for Leak Detectors by Using Machine Learning Techniques
52
An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs
53
A Novel Methodology for the Characterization of Cutting Conditions in Turning Processes Using Machine Learning Models and Acoustic Emission Signals
54
Non-intrusive Load Monitoring Based on Event Detection and Unsupervised Learning for Airport Baggage Handling Systems
55
Mutagenic Prediction for Chemical Compound Discovery with Partitioned Graph Convolution Network
56
Multivariate Adaptive Downsampling Algorithm for Industry 4.0 Data Visualization
57
Anomaly Detection for Health Monitoring of Heavy Equipment Using Hierarchical Prediction with Correlative Feature Learning
58
Discrete-Event-Simulation Based on Machine Learning Predictive Agents
59
Enhancing Short-Term Velocity Forecasting Models by Using ML Models and Traffic Patterns Information
60
Automated Data-Driven Approach for Gap Filling in the Time Series Using Evolutionary Learning
61
Forecasting a Fashion Collection with the Optimization of Costs of Overestimation and Underestimation of Demand
62
Feature Selection on Spatio-Temporal Data for Solar Irradiance Forecasting
63
Electricity Generation Forecasting in Concentrating Solar-Thermal Power Plants with Ensemble Learning
64
An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting
65
Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach
66
Hybrid Orbit Propagator Based on Neural Networks. Multivariate Time Series Forecasting Approach
67
Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology
68
HLNet: A Novel Hierarchical Deep Neural Network for Time Series Forecasting
69
Earthquake Prediction in California Using Feature Selection Techniques
70
Medium-Term Electricity Consumption Forecasting in Algeria Based on Clustering, Deep Learning and Bayesian Optimization Methods
71
Efficient Tabu Search Algorithm for the Cyclic Inspection Problem
72
Parallel Block-Based Simulated Annealing for the Single Machine Total Weighted Tardiness Scheduling Problem
73
The Improvement of Machining Process Scheduling with the Use of Heuristic Algorithms
74
Sequencing for Improving Mixed-Model Assembly Line Supply Using Heuristic Algorithms
75
Job Shop Scheduling with Transport by Automated Guided Vehicles
76
Supervised Machine Learning Techniques in the Bitcoin Transactions. A Case of Ransomware Classification
77
Analysis of the Tourism Industry in Ecuador by Means of Soft Computing Techniques
78
Attribute Subset Selection for Image Recognition. Random Forest Under Assessment
Feedback