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

scholarly article by Devis Tuia et al published June 2011 in IEEE Journal on Selected Topics in Signal Processing

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

scholarly article by Jean Golay & Mikhail Kanevski published December 2015 in Pattern Recognition

ANNEX Model: Artificial Neural Networks with External Drift Environmental Data Mapping

scholarly article

Active Learning for Monitoring Network Optimization

article

Active Learning of Very-High Resolution Optical Imagery with SVM: Entropy vs Margin Sampling

Advanced Mapping of Environmental Data: Introduction

Advanced Mapping of Environmental Spatial Data: Case Studies

Advanced active sampling for remote sensing image classification

Advanced clustering methods for mining chemical databases in forensic science

Air Pollution Mapping Using Nonlinear Land Use Regression Models

scholarly article by Alexandre Champendal et al published 2014 in Lecture Notes in Computer Science

Applying machine learning methods to avalanche forecasting

scholarly article by A. Pozdnoukhov et al published 2008 in Annals of Glaciology

Artificial Snow Optimization in Winter Sport Destinations Using a Multi-agent Simulation

article

Automatic Decision-Oriented Mapping of Pollution Data

article published in Lecture Notes in Computer Science

Automatic Mapping and Classification of Spatial Environmental Data

BME-based uncertainty assessment of the Chernobyl fallout

scholarly article

Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines

article

Cluster-based active learning for compact image classification

Clustering and Hot Spot Detection in Socio-economic Spatio-temporal Data

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

scientific article published on 01 April 2019

Comparing seismicity declustering techniques by means of the joint use of Allan Factor and Morisita index

Conditional Gaussian mixture models for environmental risk mapping

Data-driven mapping of the potential mountain permafrost distribution

scientific article

Data-driven topo-climatic mapping with machine learning methods

scholarly article by A. Pozdnoukhov et al published 16 January 2009 in Natural Hazards

Detection of Urban Socio-economic Patterns Using Clustering Techniques

Domain adaptation in remote sensing through cross-image synthesis with dictionaries

Domain separation for efficient adaptive active learning

Emergence of spatio-temporal patterns in forest-fire sequences

Enhanced change detection using nonlinear feature extraction

Environmental Monitoring Network Characterization and Clustering

article

Environmental data mining and modeling based on machine learning algorithms and geostatistics

scholarly article by Mikhail Kanevski et al published September 2004 in Environmental Modelling and Software

Extreme Learning Machines for spatial environmental data

Feature selection for regression problems based on the Morisita estimator of intrinsic dimension

scholarly article by Jean Golay et al published October 2017 in Pattern Recognition

Flooding extent cartography with Landsat TM imagery and regularized kernel Fisher's discriminant analysis

article

Indoor radon distribution in Switzerland: lognormality and Extreme Value Theory

article

Interest rates mapping

Kernel-Based Mapping of Orographic Rainfall Enhancement in the Swiss Alps as Detected by Weather Radar

article

Learning Relevant Image Features With Multiple-Kernel Classification

Learning the relevant image features with multiple kernels

Learning wind fields with multiple kernels

Local fractality: The case of forest fires in Portugal

article

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

article

Machine learning for toxicity characterization of organic chemical emissions using USEtox database: Learning the structure of the input space

scientific article

Memory-Based Cluster Sampling for Remote Sensing Image Classification

Monitoring network optimisation for spatial data classification using support vector machines

article

Morisita-based space-clustering analysis of Swiss seismicity

article

Multi-scale support vector algorithms for hot spot detection and modelling

scholarly article by Alexei Pozdnoukhov & Mikhail Kanevski published 12 June 2007 in Stochastic Environmental Research and Risk Assessment

Multi-sensor change detection based on nonlinear canonical correlations

Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields

Pattern detection in forensic case data using graph theory: application to heroin cutting agents

scientific article

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

Predicting snow height in ski resorts using an agent-based simulation

article by Marc Revilloud et al published 10 January 2014 in Multiagent and Grid Systems

Prediction of Landslide Susceptibility Using logistic Regression: A Case Study in Bailongjiang River Basin, China

article

Random Forest for Toxicity of Chemical Emissions: Features Selection and Uncertainty Quantification

article

Regional Classification of Indoor Radon Data with Support Vector Machines and Geostatistical Tools

SVM-Based Boosting of Active Learning Strategies for Efficient Domain Adaptation

Scan statistics analysis of forest fire clusters

article

Semi-supervised multiview embedding for hyperspectral data classification

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

Socio-economic Data Analysis with Scan Statistics and Self-organizing Maps

Spatial Modelling of Extreme Wind Speed Distributions in Switzerland

article

Spatial prediction of monthly wind speeds in complex terrain with adaptive general regression neural networks

article published in 2012

Spatio-temporal avalanche forecasting with Support Vector Machines

Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions

article published in 2013

Statistical learning in geoscience modelling: Novel algorithms and challenging case studies

Structured Output SVM for Remote Sensing Image Classification

Structured output SVM for remote sensing image classification

Supervised change detection in VHR images using contextual information and support vector machines

Supervised change detection in VHR images: A comparative analysis

Support-Based Implementation of Bayesian Data Fusion for Spatial Enhancement: Applications to ASTER Thermal Images

article

The multipoint Morisita index for the analysis of spatial patterns

Transfer component analysis for domain adaptation in image classification

Unbiased query-by-bagging active learning for VHR image classification

Understanding angular effects in VHR imagery and their significance for urban land-cover model portability: A study of two multi-angle in-track image sequences

Unsupervised Change Detection With Kernels

Unsupervised change detection by kernel clustering

Unsupervised change detection in the feature space using kernels

article published in 2011

Validation of Logistic Regression Models for Landslide Susceptibility Maps

Variables Selection for Ecotoxicity and Human Toxicity Characterization Using Gamma Test

article

Wavelet analysis residual kriging vs. neural network residual kriging