Scientific Programming

Machine Learning and Scientific Programing in Multi-Sensor Data Processing


Publishing date
01 Aug 2022
Status
Published
Submission deadline
01 Apr 2022

Lead Editor
Guest Editors

1National University of Defense Technology, Changsha, China

2Islamia College, Peshawar, Pakistan

3Chongqing Technology and Business University, Chongqing, China


Machine Learning and Scientific Programing in Multi-Sensor Data Processing

Description

Nowadays, there is an exponentially increasing amount of data from cameras, webcams, or other optical or radar sensors. Proper ways of mining and using these data could make great contributions to the development of civil and military technologies. For example, optical and radar images can be employed to detect and recognize the interested targets in a large scene to help intelligence interpretation and battlefield surveillance. Furthermore, the data from the two types of sensors can be properly fused to find more latent information.

However, it is still a challenging problem to develop automatic and intelligent algorithms to process the massive data from different sensors. Recently, the advances in machine learning and scientific programming have shown their potential in practical applications including signal processing, image interpretation, and data fusion. These deep learning and scientific programming algorithms provide general tools for different sources of data including 1D, 2D, 3D, or more high-dimensional ones. In this sense, the machine learning techniques can be properly employed in the field of data processing from multiple sensors.

Therefore, the aim of this Special Issue is to welcome original research and review articles with a focus on applying advanced machine learning and scientific programming approaches in data processing from multiple sensors. The Issue aims to provide novel guidance for machine learning researchers and broaden the perspectives of machine learning and sensor-related researchers.

Potential topics include but are not limited to the following:

  • Machine learning in optical image processing
  • Machine learning in video processing
  • Machine learning in radar signal / image processing
  • Machine learning in Internet of Things (IoT)
  • Machine learning in multisensor data fusion
  • Machine learning in the cooperative working of multiple sensors
  • Scientific programming in data fusion
  • Scientific programming in data forecasting
  • Scientific programming in pattern recognition

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 9993271
  • - Research Article

Personalized Learning Behavior Evaluation Method Based on Deep Neural Network

Hengyao Tang | Guosong Jiang | Qingdong Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 6298248
  • - Research Article

A Deep Convolutional Neural Network Based Risk Identification Method for E-Commerce Supply Chain Finance

Qian Tang | Yan Lu | ... | Zhen Li
  • Special Issue
  • - Volume 2022
  • - Article ID 6775667
  • - Research Article

A Method Design of English Teaching System Based on Video Feedback Method

Yizhi Li | Yalan Gou
  • Special Issue
  • - Volume 2022
  • - Article ID 5203022
  • - Research Article

Expression Recognition of Classroom Children’s Game Video Based on Improved Convolutional Neural Network

Xiaohong Li
  • Special Issue
  • - Volume 2022
  • - Article ID 2306177
  • - Research Article

BP Neural Network-Based Big Data Intelligent Travel Algorithm and Its Application

Yan Huang
  • Special Issue
  • - Volume 2022
  • - Article ID 3220986
  • - Research Article

Forecast of Foreclosure Property Market Trends during the Epidemic Based on GA-BP Neural Network

YaoChing Fang
  • Special Issue
  • - Volume 2022
  • - Article ID 8280036
  • - Research Article

Prediction of News Popularity Based on Deep Neural Network

Yan Cai | Zhiqiang Zheng
  • Special Issue
  • - Volume 2022
  • - Article ID 1126020
  • - Research Article

Design of Automatic Motion Capture Algorithm for Yao’s Long Drum Dance Based on Multieye Machine Vision

Yan Meng
  • Special Issue
  • - Volume 2022
  • - Article ID 4664388
  • - Research Article

Research on Badminton Teaching Technology Based on Human Pose Estimation Algorithm

Zhang Xipeng | Zhao Peng | Cao Yecheng
  • Special Issue
  • - Volume 2022
  • - Article ID 6385972
  • - Research Article

Research on the Agricultural Machinery Path Tracking Method Based on Deep Reinforcement Learning

Hongchang Li | Fang Gao | GuoCai Zuo
Scientific Programming
 Journal metrics
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Acceptance rate7%
Submission to final decision126 days
Acceptance to publication29 days
CiteScore1.700
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Impact Factor-
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