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 9769044
  • - Research Article

Research on Travel Reimbursement Behavior Management Based on Deep Learning in Financial Sharing Mode

Qian Zhang | Bowei Feng
  • Special Issue
  • - Volume 2022
  • - Article ID 8148972
  • - Research Article

Deep Neural Network-Based Sports Marketing Video Detection Research

Longcheng Xu | Deokhwan Choi | Zeyun Yang
  • Special Issue
  • - Volume 2022
  • - Article ID 4576457
  • - Research Article

The Application of Adaptive Analytic Hierarchy Process Driven by Multisource Big Data in the Training of School-Enterprise Joint Engineering Ability

Liqing Zhang
  • Special Issue
  • - Volume 2022
  • - Article ID 4469495
  • - Research Article

[Retracted] Design of Packaging Design Evaluation Architecture Based on Deep Learning

Lei Shi
  • Special Issue
  • - Volume 2022
  • - Article ID 3909726
  • - Research Article

[Retracted] LSTM-Based Attentional Embedding for English Machine Translation

Lihua Jian | Huiqun Xiang | Guobin Le
  • Special Issue
  • - Volume 2022
  • - Article ID 4862806
  • - Research Article

Methods on Visual Positioning Based on Basketball Shooting Direction Standardisation

Yiqun Huang | XiaoYun Liu
  • Special Issue
  • - Volume 2022
  • - Article ID 9022563
  • - Research Article

CAD-Aided 3D Reconstruction of Intelligent Manufacturing Image Based on Time Series

Liming Zhang | Lei Wang | ... | Fanbo Meng
  • Special Issue
  • - Volume 2022
  • - Article ID 7340552
  • - Research Article

Design of Air Passenger Travel Choice Intention Prediction System Based on Deep Learning

Wei Wei | Wang Cheng
  • Special Issue
  • - Volume 2022
  • - Article ID 5663824
  • - Research Article

Performance Optimization of CNC Machine Tool System Based on Sensor Data

Yanfang Wu | Ning Yue | Kangkang Qian
  • Special Issue
  • - Volume 2022
  • - Article ID 3463413
  • - Research Article

Machine-Learning-Based Road Soft Soil Foundation Treatment and Settlement Prediction Method

Jing Zhai
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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