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