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 1011070
  • - Research Article

Research on Demand Forecasting of Engineering Positions Based on Fusion of Multisource and Heterogeneous Data

Ning Li | Tianqi Wang | Qianhui Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 7905992
  • - Research Article

Vocal Music Recognition Based on Deep Convolution Neural Network

Zhuo He
  • Special Issue
  • - Volume 2022
  • - Article ID 3102337
  • - Research Article

Multisensor Feature Fusion-Based Model for Business English Translation

Pingfei Zheng
  • Special Issue
  • - Volume 2022
  • - Article ID 7605125
  • - Research Article

Sentiment Analysis of English Text with Multilevel Features

Li Rao
  • Special Issue
  • - Volume 2022
  • - Article ID 7700467
  • - Research Article

Generative Adversarial Network-Based Short Sequence Machine Translation from Chinese to English

Wenting Ma | Bing Yan | Lianyue Sun
  • Special Issue
  • - Volume 2022
  • - Article ID 1270700
  • - Research Article

Two-Way Neural Network Chinese-English Machine Translation Model Fused with Attention Mechanism

Jing Liang | Minghui Du
  • Special Issue
  • - Volume 2022
  • - Article ID 3138851
  • - Research Article

Music Recognition and Classification Algorithm considering Audio Emotion

Wang Na | Fang Yong
  • Special Issue
  • - Volume 2022
  • - Article ID 8058390
  • - Research Article

Research on Promoting Visual Communication of Local Folk Culture by Using Digital Technology

Zhixiong Jia | Yingfa Yang
  • Special Issue
  • - Volume 2022
  • - Article ID 1054294
  • - Research Article

Learning of Martial Arts Action Decomposition Method Based on Image Recognition

Yuanbing Zhou | Yufeng Du | ... | Haiou Chen
  • Special Issue
  • - Volume 2022
  • - Article ID 1217807
  • - Research Article

[Retracted] Remote English Teaching Resource Sharing Based on Internet O2O Model

ZuoXun Hou
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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