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

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