scholarly journals Editorial for the Special Issue “Frontiers in Spectral Imaging and 3D Technologies for Geospatial Solutions”

2019 ◽  
Vol 11 (14) ◽  
pp. 1714
Author(s):  
Eija Honkavaara ◽  
Konstantinos Karantzalos ◽  
Xinlian Liang ◽  
Erica Nocerino ◽  
Ilkka Pölönen ◽  
...  
Keyword(s):  
Machine Learning ◽  
Remote Sensing ◽  
Data Analysis ◽  
Spectral Imaging ◽  
Learning Technologies ◽  
Special Issue ◽  
Multimodal Data

This Special Issue hosts papers on the integrated use of spectral imaging and 3D technologies in remote sensing, including novel sensors, evolving machine learning technologies for data analysis, and the utilization of these technologies in a variety of geospatial applications. The presented results showed improved results when multimodal data was used in object analysis.

scholarly journals Special Section Guest Editorial: Change Detection Using Multi-Source Remotely Sensed Imagery

2019 ◽  
Vol 11 (19) ◽  
pp. 2216
Author(s):  
Xin Huang ◽  
Jiayi Li ◽  
Francesca Bovolo ◽  
Qi Wang
Keyword(s):  
Machine Learning ◽  
Remote Sensing ◽  
Change Detection ◽  
Guest Editorial ◽  
Special Section ◽  
Learning Technologies ◽  
Special Issue ◽  
Information Mining ◽  
Remotely Sensed Imagery ◽  
Detection Technologies

This special issue hosts papers on change detection technologies and analysis in remote sensing, including multi-source sensors, advanced machine learning technologies for change information mining, and the utilization of these technologies in a variety of geospatial applications. The presented results showed improved results when multi-source remote sensed data was used in change detection.

scholarly journals Editorial for the Special Issue “Advanced Machine Learning for Time Series Remote Sensing Data Analysis”

2020 ◽  
Vol 12 (17) ◽  
pp. 2815
Author(s):  
Gwanggil Jeon ◽  
Valerio Bellandi ◽  
Abdellah Chehri
Keyword(s):  
Machine Learning ◽  
Remote Sensing ◽  
Time Series ◽  
Data Analysis ◽  
Time Series Data ◽  
Series Data ◽  
Special Issue ◽  
Sensing Applications ◽  
Remote Sensing Applications ◽  
The Impact

This Special Issue intended to probe the impact of the adoption of advanced machine learning methods in remote sensing applications including those considering recent big data analysis, compression, multichannel, sensor and prediction techniques. In principal, this edition of the Special Issue is focused on time series data processing for remote sensing applications with special emphasis on advanced machine learning platforms. This issue is intended to provide a highly recognized international forum to present recent advances in time series remote sensing. After review, a total of eight papers have been accepted for publication in this issue.

scholarly journals Computational Intelligence in Remote Sensing: An Editorial

Sensors ◽  
2020 ◽  
Vol 20 (3) ◽  
pp. 633
Author(s):  
Manuel Graña ◽  
Michal Wozniak ◽  
Sebastian Rios ◽  
Javier de Lope
Keyword(s):  
Artificial Intelligence ◽  
Remote Sensing ◽  
Data Analysis ◽  
Computational Intelligence ◽  
Wide Spectrum ◽  
Remote Sensing Data ◽  
Research Development ◽  
Special Issue ◽  
Computational Tools ◽  
Fruitful Research

Computational intelligence is a very active and fruitful research of artificial intelligence with a broad spectrum of applications. Remote sensing data has been a salient field of application of computational intelligence algorithms, both for the exploitation of the data and for the research/ development of new data analysis tools. In this editorial paper we provide the setting of the special issue “Computational Intelligence in Remote Sensing” and an overview of the published papers. The 11 accepted and published papers cover a wide spectrum of applications and computational tools that we try to summarize and put in perspective in this editorial paper.

scholarly journals Editorial of Special Issue “Machine and Deep Learning for Earth Observation Data Analysis”

2021 ◽  
Vol 13 (14) ◽  
pp. 2758
Author(s):  
Vasileios Syrris ◽  
Sveinung Loekken
Keyword(s):  
Remote Sensing ◽  
Deep Learning ◽  
Data Analysis ◽  
Earth Observation ◽  
Observation Data ◽  
Earth System ◽  
Special Issue ◽  
The Earth ◽  
Comprehensive Information ◽  
Earth Observation Data

Earth observation and remote sensing technologies provide ample and comprehensive information regarding the dynamics and complexity of the Earth system [...]

scholarly journals Editorial to special issue on hybrid artificial intelligence and machine learning technologies in intelligent systems

2020 ◽  
Vol 32 (12) ◽  
pp. 7743-7745
Author(s):  
Hari Mohan Pandey ◽  
Nik Bessis ◽  
Swagtam Das ◽  
David Windridge ◽  
Ankit Chaudhary
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Intelligent Systems ◽  
Learning Technologies ◽  
Special Issue ◽  
Hybrid Artificial Intelligence

scholarly journals Special Issue on Machine Learning for Biomedical Data Analysis

2019 ◽  
Vol 9 (21) ◽  
pp. 4676
Author(s):  
Federico Divina ◽  
Francisco Gómez-Vela
Keyword(s):  
Machine Learning ◽  
Data Analysis ◽  
Biomedical Data ◽  
Special Issue ◽  
Biomedical Data Analysis

In our world, increasing amounts of data are produced everyday [...]

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