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Unsupervised learning of Swiss population spatial distribution

PloS one, 2021-02, Vol.16 (2), p.e0246529-e0246529

2021

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A novel framework for spatio-temporal prediction of environmental data using deep learning

Scientific reports, 2020-12, Vol.10 (1), p.22243-22243, Article 22243

2020

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Multifractal analysis of the time series of daily means of wind speed in complex regions

Chaos, solitons and fractals, 2018-04, Vol.109, p.118-127

2018

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Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2015-07, Vol.53 (7), p.3550-3564

2015

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Data-driven mapping of the potential mountain permafrost distribution

The Science of the total environment, 2017-07, Vol.590-591, p.370-380

2017

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Active Learning Methods for Remote Sensing Image Classification

IEEE transactions on geoscience and remote sensing, 2009-07, Vol.47 (7), p.2218-2232

2009

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A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

IEEE journal of selected topics in signal processing, 2011-06, Vol.5 (3), p.606-617

2011

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Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

Mathematical geosciences, 2014-01, Vol.46 (1), p.33-57

2014

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Community detection analysis in wind speed-monitoring systems using mutual information-based complex network

Chaos (Woodbury, N.Y.), 2019-04, Vol.29 (4)

2019

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Wavelet Scale Variance Analysis of Wind Extremes in Mountainous Terrains

Energies (Basel), 2019-08, Vol.12 (16), p.3048

2019

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Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences

Frontiers in earth science (Lausanne), 2020-07, Vol.8

2020

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Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior

Mathematical geosciences, 2020, Vol.52 (1), p.53-79

2020

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Fisher–Shannon Complexity Analysis of High-Frequency Urban Wind Speed Time Series

Entropy (Basel, Switzerland), 2019-01, Vol.21 (1), p.47

2019

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Editorial: Advanced Time Series Analysis in Geosciences

Frontiers in earth science (Lausanne), 2021-03, Vol.9

2021

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Advanced mapping of environmental data: geostatistics, machine learning and Bayesian maximum entropy

Kanevski, Mikhail

2008

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Unsupervised classification of multivariate geostatistical data: Two algorithms

Computers & geosciences, 2015-12, Vol.85, p.96-103

2015

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Extreme Learning Machines for spatial environmental data

Computers & geosciences, 2015-12, Vol.85, p.64-73

2015

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A new algorithm for redundancy minimisation in geo-environmental data

Computers & geosciences, 2019-12, Vol.133, p.104328, Article 104328

2019

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Stochastic Local Interaction (SLI) model: Bridging machine learning and geostatistics

Computers & geosciences, 2015-12, Vol.85, p.26-37

Hristopulos, Dionissios T.

2015

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Unsupervised feature selection based on the Morisita estimator of intrinsic dimension

Knowledge-based systems, 2017-11, Vol.135, p.125-134

2017

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A new estimator of intrinsic dimension based on the multipoint Morisita index

Pattern recognition, 2015-12, Vol.48 (12), p.4070-4081

2015

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Accelerating Monte Carlo Markov chains with proxy and error models

Computers & geosciences, 2015-12, Vol.85, p.38-48

2015

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Long-range fluctuations and multifractality in connectivity density time series of a wind speed monitoring network

Chaos (Woodbury, N.Y.), 2018-03, Vol.28 (3)

2018

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The DTW-based representation space for seismic pattern classification

Computers & geosciences, 2015-12, Vol.85, p.86-95

2015

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Power spectrum and multifractal detrended fluctuation analysis of high-frequency wind measurements in mountainous regions

Applied energy, 2016-01, Vol.162, p.1052-1061

2016

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Unsupervised learning of Swiss population spatial distribution

A novel framework for spatio-temporal prediction of environmental data using deep learning

Multifractal analysis of the time series of daily means of wind speed in complex regions

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

Data-driven mapping of the potential mountain permafrost distribution

Active Learning Methods for Remote Sensing Image Classification

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

Community detection analysis in wind speed-monitoring systems using mutual information-based complex network

Wavelet Scale Variance Analysis of Wind Extremes in Mountainous Terrains

Advanced Analysis of Temporal Data Using Fisher-Shannon Information: Theoretical Development and Application in Geosciences

Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior

Fisher–Shannon Complexity Analysis of High-Frequency Urban Wind Speed Time Series

Editorial: Advanced Time Series Analysis in Geosciences

Advanced mapping of environmental data: geostatistics, machine learning and Bayesian maximum entropy

Unsupervised classification of multivariate geostatistical data: Two algorithms

Extreme Learning Machines for spatial environmental data

A new algorithm for redundancy minimisation in geo-environmental data

Stochastic Local Interaction (SLI) model: Bridging machine learning and geostatistics

Unsupervised feature selection based on the Morisita estimator of intrinsic dimension

A new estimator of intrinsic dimension based on the multipoint Morisita index

Accelerating Monte Carlo Markov chains with proxy and error models

Long-range fluctuations and multifractality in connectivity density time series of a wind speed monitoring network

The DTW-based representation space for seismic pattern classification

Power spectrum and multifractal detrended fluctuation analysis of high-frequency wind measurements in mountainous regions

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