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 6048088
  • - Research Article

Identification and Modeling of College Students’ Psychological Stress Indicators for Deep Learning

Yuan Tian
  • Special Issue
  • - Volume 2022
  • - Article ID 3101614
  • - Research Article

Application of Data Mining in Effect Evaluation of Lean Management

Song Ding | Jun Li | Jiye Li
  • Special Issue
  • - Volume 2022
  • - Article ID 9326563
  • - Research Article

Performance Appraisal Management System of University Administrators Based on Hybrid Cloud

XiuQing Wu
  • Special Issue
  • - Volume 2022
  • - Article ID 7940755
  • - Research Article

Research on the Allocation Method of Regional Science and Technology Resources from the Perspective of Rationality

Huozhong Zhang | Yongjun Zhou
  • Special Issue
  • - Volume 2022
  • - Article ID 5379646
  • - Research Article

Artificial Intelligence Education System Based on Differential Evolution Algorithm to Optimize SVM

Weilin Long | Yi Gao
  • Special Issue
  • - Volume 2022
  • - Article ID 8063652
  • - Research Article

Research on Personalized Minority Tourist Route Recommendation Algorithm Based on Deep Learning

Guanglu Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 5641782
  • - Research Article

Construction of Moral Education Evaluation Model Based on Quality Cultivation of College Students

Xiaolin Yuan
  • Special Issue
  • - Volume 2022
  • - Article ID 1371778
  • - Research Article

Unbalanced Big Data-Compatible Cloud Storage Method Based on Redundancy Elimination Technology

Tingting Yu
  • Special Issue
  • - Volume 2022
  • - Article ID 6461538
  • - Research Article

Animation Design Based on 3D Visual Communication Technology

Feng Shan | Youya Wang
  • Special Issue
  • - Volume 2021
  • - Article ID 5089236
  • - Research Article

Research on the Construction of Intelligent Community Emergency Service Platform Based on Convolutional Neural Network

Yu Chen | Zhong Tang
Scientific Programming
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Acceptance rate7%
Submission to final decision126 days
Acceptance to publication29 days
CiteScore1.700
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