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Forecasting Influenza Based on Autoregressive Moving Average and Holt-Winters Exponential Smoothing Models

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

Influenza outbreaks can be effectively prevented if further outbreaks are predicted as early as possible. This article proposes an autoregressive inte......

Fine-Grained Access Control Scheme Based on Improved Proxy Re-Encryption in Cloud

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (2)

Cloud storage technology has attracted a considerable number of users owing to its exponential growth. Storing data in the cloud can save the resource......

Class Imbalanced Fault Diagnosis via Combining K-Means Clustering Algorithm with Generative Adversarial Networks

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (3)

Recent advancements in machine learning and communication technologies have enabled new approaches to automated fault diagnosis and detection in indus......

A Fast Method for Fuzzy Rules Learning with Derivative-Free Optimization by Formulating Independent Evaluations of Each Fuzzy Rule

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (2)

A method is proposed for evaluating fuzzy rules independently of each other in fuzzy rules learning. The proposed method is named alpha-FUZZI-ES (alph......

Trajectory Azimuth Control Based on Equivalent Input Disturbance Approach for Directional Drilling Process

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

This paper concerns with trajectory azimuth control in directional drilling. The motion process of the drill bit and a series of stabilizers are descr......

Uncertain Nonlinear Process Monitoring Using Interval Ensemble Kernel Principal Component Analysis

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

To solve uncertainties in industrial processes, interval kernel principal component analysis (IKPCA) has been proposed based on symbolic data analysis......

Combining Input Shaping and Adaptive Model-Following Control for Vibration Suppression

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

Vibration suppression in servo systems is significant in high-precision motion control. This paper describes a vibration-suppression method based on i......

Helmet Detection Based on Deep Learning and Random Forest on UAV for Power Construction Safety

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

Image recognition is one of the key technologies for worker's helmet detection using an unmanned aerial vehicle (UAV). By analyzing the image feature ......

Single-Phase Photovoltaic Grid-Connected Inverter Based on Fuzzy Neural Network

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (3)

Based on a single-phase photovoltaic grid-connected inverter, a control strategy combining traditional proportional-integral-derivative (PID) control ......

Design and Implementation of the Universal Servo Control Algorithm Verification System Based on High-Speed Communication Fieldbus

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (2)

In recent years, there have been several breakthroughs in the theoretical research of servo control algorithms. However most of these control algorith......

Monitoring and Analysis of Auto Body Precision Based on Big Data

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

In this paper, a Hadoop-based big data system for auto body precision is established. The system unifies the elements that affect auto body precision ......

Ameliorated Frenet Trajectory Optimization Method Based on Artificial Emotion and Equilibrium Optimizer

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

An ameliorated Frenet trajectory optimization (AFTO) method based on artificial emotion (AE) and an equilibrium optimizer (EO) is proposed for the loc......

Path Planning Based on Improved Hybrid A* Algorithm

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

Hybrid A* algorithm has been widely used in mobile robots to obtain paths that are collision-free and drivable. However, the outputs of hybrid A* algo......

Complementary Convolution Residual Networks for Semantic Segmentation in Street Scenes with Deep Gaussian CRF

期刊: JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2021; 25 (1)

To understand surrounding scenes accurately, the semantic segmentation of images is vital in autonomous driving tasks, such as navigation, and route p......

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