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07/29/2021
Spatio-temporal estimation of wind speed and wind power using machine learning: predictions, uncertainty and technical potential
The growth of wind generation capacities in the past decades has shown t...
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04/15/2021
A survey of active learning algorithms for supervised remote sensing image classification
Defining an efficient training set is one of the most delicate phases fo...
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11/03/2020
Uncertainty Quantification in Extreme Learning Machine: Analytical Developments, Variance Estimates and Confidence Intervals
Uncertainty quantification is crucial to assess prediction quality of a ...
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10/12/2020
On Feature Selection Using Anisotropic General Regression Neural Network
The presence of irrelevant features in the input dataset tends to reduce...
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07/23/2020
A Novel Framework for Spatio-Temporal Prediction of Climate Data Using Deep Learning
As the role played by statistical and computational sciences in climate ...
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06/22/2020
Spatio-temporal evolution of global surface temperature distributions
Climate is known for being characterised by strong non-linearity and cha...
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06/22/2020
Spatio-temporal evolution of global surfacetemperature distributions
Climate is known for being characterised by strong non-linearity and cha...
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12/05/2019
Advanced analysis of temporal data using Fisher-Shannon information: theoretical development and application in geosciences
Complex non-linear time series are ubiquitous in geosciences. Quantifyin...
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09/21/2019
Analysis of air pollution time series using complexity-invariant distance and information measures
Air pollution is known to be a major threat for human and ecosystem heal...
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12/03/2018
Fisher-Shannon complexity analysis of high-frequency urban wind speed time series
1Hz wind time series recorded at different levels (from 1.5 to 25.5 mete...
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11/30/2018
Wavelet variance scale-dependence as a dynamics discriminating tool in high-frequency urban wind speed time series
High frequency wind time series measured at different heights from the g...
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09/03/2018
Community detection analysis in wind speed-monitoring systems using mutual information-based complex network
A mutual information-based weighted network representation of a wide win...
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08/27/2018
Analysis of temporal properties of wind extremes
The 10-minute average wind speed series recorded at 132 stations distrib...
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08/22/2018
Linearity versus non-linearity in high frequency multilevel wind time series measured in urban areas
In this paper, high frequency wind time series measured at different hei...
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07/31/2018
Investigating the time dynamics of high frequency wind speed in complex terrains by using the Fisher-Shannon method: application to Switzerland
In this paper, the time dynamics of the daily means of wind speed measur...
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10/04/2017
Multifractal analysis of the time series of daily means of wind speed in complex regions
In this paper, we applied the multifractal detrended fluctuation analysi...
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06/27/2017
Unsupervised Feature Selection Based on Space Filling Concept
The paper deals with the adaptation of a new measure for the unsupervise...
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08/19/2016
Unsupervised Feature Selection Based on the Morisita Estimator of Intrinsic Dimension
This paper deals with a new filter algorithm for selecting the smallest ...
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01/31/2016