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 3652931
  • - Research Article

Research on Financial Risk Forecast Model of Listed Companies Based on Convolutional Neural Network

Weina Qin
  • Special Issue
  • - Volume 2022
  • - Article ID 3639771
  • - Research Article

Design of “Immersive” Teaching Situation Simulation System for Law Course Based on Artificial Intelligence

Yanyan Tian
  • Special Issue
  • - Volume 2022
  • - Article ID 5799354
  • - Research Article

Intelligent Processing and Classification of Multisource Health Big Data from the Perspective of Physical and Medical Integration

Haiou Tang
  • Special Issue
  • - Volume 2022
  • - Article ID 8187680
  • - Research Article

Deep Neural Networks Algorithm for Vietnamese Word Segmentation

Kexiao Zheng | Wenkui Zheng
  • Special Issue
  • - Volume 2022
  • - Article ID 8264462
  • - Research Article

Research on Rapid Dynamic Rendering and Modeling Technology of Water Landscape Based on 3D Image Technology

Li Sun
  • Special Issue
  • - Volume 2022
  • - Article ID 5747647
  • - Research Article

Design of National Sports Action Feature Extraction System Based on Convolutional Neural Network

Yajun Pang
  • Special Issue
  • - Volume 2022
  • - Article ID 7102267
  • - Research Article

Evaluation and Analysis of the Impact of Airport Delays

Fen Zhou | Guosong Jiang | ... | Qingdong Wang
  • Special Issue
  • - Volume 2022
  • - Article ID 1002517
  • - Research Article

Analysis of Persuasive Design Mechanism Based on Unconscious Calculation

Hongtao Zheng | Shuo Li
  • Special Issue
  • - Volume 2022
  • - Article ID 1838468
  • - Research Article

Taekwondo Action Recognition Method Based on Partial Perception Structure Graph Convolution Framework

Jianqiao Liang | Guocai Zuo
  • Special Issue
  • - Volume 2022
  • - Article ID 3800169
  • - Research Article

The Mental Health Evaluation System of College Students Based on Data Mining

Peng Li
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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