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1

The multipoint Morisita index for the analysis of spatial patterns

Golay, Jean, Kanevski, Mikhail, Vega Orozco, Carmen D., Leuenberger, Michael

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2014

Language:

english

File:

PDF, 2.11 MB

english, 2014

2

A Special Issue on Data Science for Geosciences

Demyanov, Vasily, Gloaguen, Erwan, Kanevski, Mikhail

Journal:

Mathematical Geosciences

Year:

2020

File:

PDF, 131 KB

2020

3

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

Anne-Laure Terrettaz-Zufferey, Frédéric Ratle, Olivier Ribaux, Pierre Esseiva, Mikhail Kanevski

Journal:

Forensic Science International

Year:

2007

Language:

english

File:

PDF, 864 KB

english, 2007

4

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

Volpi, Michele, Petropoulos, George P., Kanevski, Mikhail

Journal:

Computers & Geosciences

Year:

2013

Language:

english

File:

PDF, 3.69 MB

english, 2013

5

Extreme Learning Machines for spatial environmental data

Leuenberger, Michael, Kanevski, Mikhail

Journal:

Computers & Geosciences

Year:

2015

Language:

english

File:

PDF, 2.06 MB

english, 2015

6

Spatial Modelling of Extreme Wind Speed Distributions in Switzerland

Laib, Mohamed, Kanevski, Mikhail

Journal:

Energy Procedia

Year:

2016

Language:

english

File:

PDF, 5.20 MB

english, 2016

7

Feature Selection for Regression Problems Based on the Morisita Estimator of Intrinsic Dimension

Golay, Jean, Leuenberger, Michael, Kanevski, Mikhail

Journal:

Pattern Recognition

Year:

2017

Language:

english

File:

PDF, 4.71 MB

english, 2017

8

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

Laib, Mohamed, Golay, Jean, Telesca, Luciano, Kanevski, Mikhail

Journal:

Chaos, Solitons & Fractals

Year:

2018

Language:

english

File:

PDF, 2.16 MB

english, 2018

9

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

Revilloud, Marc, Loubier, Jean-Christophe, Doctor, Marut, Kanevski, Mikhail, Timonin, Vadim, Schumacher, Michael Ignaz

Journal:

Multiagent and Grid Systems

Year:

2014

Language:

english

File:

PDF, 2.34 MB

english, 2014

10

Spatio-temporal modelling and uncertainty estimation of hourly global solar irradiance using Extreme Learning Machines

Walch, Alina, Castello, Roberto, Mohajeri, Nahid, Guignard, Fabian, Kanevski, Mikhail, Scartezzini, Jean-Louis

Journal:

Energy Procedia

Year:

2019

Language:

english

File:

PDF, 3.19 MB

english, 2019

11

A new algorithm for redundancy minimisation in geo-environmental data

Laib, Mohamed, Kanevski, Mikhail

Journal:

Computers & Geosciences

Year:

2019

Language:

english

File:

PDF, 2.48 MB

english, 2019

12

A new algorithm for redundancy minimisation in geo-environmental data

Laib, Mohamed, Kanevski, Mikhail

Journal:

Computers & Geosciences

Year:

2019

File:

PDF, 2.48 MB

2019

13

Advanced clustering methods for mining chemical databases in forensic science

Frédéric Ratle, Christian Gagné, Anne-Laure Terrettaz-Zufferey, Mikhail Kanevski, Pierre Esseiva, Olivier Ribaux

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2008

Language:

english

File:

PDF, 386 KB

english, 2008

14

Indoor radon distribution in Switzerland: lognormality and Extreme Value Theory

Devis Tuia, Mikhail Kanevski

Journal:

Journal of Environmental Radioactivity

Year:

2008

Language:

english

File:

PDF, 462 KB

english, 2008

15

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

Alexei Pozdnoukhov, Mikhail Kanevski

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2008

Language:

english

File:

PDF, 693 KB

english, 2008

16

Learning wind fields with multiple kernels

Loris Foresti, Devis Tuia, Mikhail Kanevski, Alexei Pozdnoukhov

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2011

Language:

english

File:

PDF, 1.74 MB

english, 2011

17

Structured Output SVM for Remote Sensing Image Classification

Devis Tuia, Jordi Muñoz-Marí, Mikhail Kanevski, Gustavo Camps-Valls

Journal:

Journal of Signal Processing Systems

Year:

2011

Language:

english

File:

PDF, 998 KB

english, 2011

18

Scan statistics analysis of forest fire clusters

Devis Tuia, Fréderic Ratle, Rosa Lasaponara, Luciano Telesca, Mikhail Kanevski

Journal:

Communications in Nonlinear Science and Numerical Simulation

Year:

2008

Language:

english

File:

PDF, 586 KB

english, 2008

19

Emergence of spatio-temporal patterns in forest-fire sequences

Devis Tuia, Rosa Lasaponara, Luciano Telesca, Mikhail Kanevski

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2008

Language:

english

File:

PDF, 1.63 MB

english, 2008

20

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

Sylvain Robert, Loris Foresti, Mikhail Kanevski

Journal:

International Journal of Climatology

Year:

2012

Language:

english

File:

PDF, 619 KB

english, 2012

21

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

Volpi, Michele, Tuia, Devis, Bovolo, Francesca, Kanevski, Mikhail, Bruzzone, Lorenzo

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2013

Language:

english

File:

PDF, 1.19 MB

english, 2013

22

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

Micheletti, Natan, Foresti, Loris, Robert, Sylvain, Leuenberger, Michael, Pedrazzini, Andrea, Jaboyedoff, Michel, Kanevski, Mikhail

Journal:

Mathematical Geosciences

Year:

2014

Language:

english

File:

PDF, 1.80 MB

english, 2014

23

[IEEE IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium - Munich, Germany (2012.07.22-2012.07.27)] 2012 IEEE International Geoscience and Remote Sensing Symposium - Enhanced change detection using nonlinear feature extraction

Volpi, Michele, Matasci, Giona, Tuia, Devis, Kanevski, Mikhail

Year:

2012

Language:

english

File:

PDF, 1.33 MB

english, 2012

24

Advanced Mapping of Environmental Data || Advanced Mapping of Environmental Data: Introduction

Kanevski, Mikhail

Year:

2008

Language:

english

File:

PDF, 380 KB

english, 2008

25

Advanced Mapping of Environmental Data || Bayesian Maximum Entropy- BME

Kanevski, Mikhail

Year:

2008

Language:

english

File:

PDF, 1.63 MB

english, 2008

26

Advanced Mapping of Environmental Data || Advanced Mapping of Environmental Spatial Data: Case Studies

Kanevski, Mikhail

Year:

2008

Language:

english

File:

PDF, 2.87 MB

english, 2008

27

Microwave radar probing of a rough water surface: validation of retrieval algorithms using flight experiment data

Karaev, Vladimir, Kanevsky, Mikhail, Meshkov, Eugeny

Journal:

International Journal of Remote Sensing

Year:

2010

Language:

english

File:

PDF, 959 KB

english, 2010

28

Advanced Mapping of Environmental Data || Environmental Monitoring Network Characterization and Clustering

Kanevski, Mikhail

Year:

2008

Language:

english

File:

PDF, 824 KB

english, 2008

29

Advanced Mapping of Environmental Data || Geostatistics: Spatial Predictions and Simulations

Kanevski, Mikhail

Year:

2008

Language:

english

File:

PDF, 1.47 MB

english, 2008

30

Advanced Mapping of Environmental Data || Spatial Data Analysis and Mapping Using Machine Learning Algorithms

Kanevski, Mikhail

Year:

2008

Language:

english

File:

PDF, 965 KB

english, 2008

31

Morisita-based space-clustering analysis of Swiss seismicity

Telesca, Luciano, Golay, Jean, Kanevski, Mikhail

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2015

Language:

english

File:

PDF, 1.19 MB

english, 2015

32

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Advanced active sampling for remote sensing image classification

Volpi, Michele, Tuia, Devis, Kanevski, Mikhail

Year:

2010

Language:

english

File:

PDF, 170 KB

english, 2010

33

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Domain adaptation in remote sensing through cross-image synthesis with dictionaries

Matasci, Giona, de Morsier, Frank, Kanevski, Mikhail, Tuia, Devis

Year:

2014

Language:

english

File:

PDF, 237 KB

english, 2014

34

[IEEE IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium - Vancouver, BC, Canada (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - Domain separation for efficient adaptive active learning

Matasci, Giona, Tuia, Devis, Kanevski, Mikhail

Year:

2011

Language:

english

File:

PDF, 304 KB

english, 2011

35

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Multi-sensor change detection based on nonlinear canonical correlations

Volpi, Michele, de Morsier, Frank, Camps-Valls, Gustavo, Kanevski, Mikhail, Tuia, Devis

Year:

2013

Language:

english

File:

PDF, 455 KB

english, 2013

36

[IEEE IGARSS 2010 - 2010 IEEE International Geoscience and Remote Sensing Symposium - Honolulu, HI, USA (2010.07.25-2010.07.30)] 2010 IEEE International Geoscience and Remote Sensing Symposium - Cluster-based active learning for compact image classification

Tuia, Devis, Kanevski, Mikhail, Munoz Mari, Jordi, Camps-Valls, Gustavo

Year:

2010

Language:

english

File:

PDF, 381 KB

english, 2010

37

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Statistical assessment of dataset shift and model portability in multi-angle in-track image acquisitions

Matasci, Giona, Longbotham, Nathan, Pacifici, Fabio, Kanevski, Mikhail, Tuia, Devis

Year:

2013

Language:

english

File:

PDF, 195 KB

english, 2013

38

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - A method for wind vector retrieval over the ocean surface using polarimetric SAR data

Panfilova, Maria, Kanevsky, Mikhail, Balandina, Galina, Karaev, Vladimir

Year:

2014

Language:

english

File:

PDF, 281 KB

english, 2014

39

[IEEE IGARSS 2011 - 2011 IEEE International Geoscience and Remote Sensing Symposium - Vancouver, BC, Canada (2011.07.24-2011.07.29)] 2011 IEEE International Geoscience and Remote Sensing Symposium - Unsupervised change detection in the feature space using kernels

Volpi, Michele, Tuia, Devis, Camps-Valls, Gustavo, Kanevski, Mikhail

Year:

2011

Language:

english

File:

PDF, 458 KB

english, 2011

40

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

Telesca, Luciano, Lovallo, Michele, Golay, Jean, Kanevski, Mikhail

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2016

Language:

english

File:

PDF, 1.97 MB

english, 2016

41

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

Matasci, Giona, Volpi, Michele, Kanevski, Mikhail, Bruzzone, Lorenzo, Tuia, Devis

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2015

Language:

english

File:

PDF, 3.57 MB

english, 2015

42

[Society of Petroleum Engineers SPE Reservoir Simulation Symposium - The Woodlands, Texas, USA (2011-02-21)] SPE Reservoir Simulation Symposium - Reservoir Modelling with Feature Selection: Kernel Learning Approach

Demyanov, Vasily, Foresti, Loris, Christie, Michael A., Kanevski, Mikhail

Language:

english

File:

PDF, 5.54 MB

english

43

Radar Imaging of the Ocean Waves || Description of the sea surface

Kanevsky, Mikhail B.

Year:

2009

Language:

english

File:

PDF, 452 KB

english, 2009

44

Radar Imaging of the Ocean Waves || Sea scattering of radio waves

Kanevsky, Mikhail B.

Year:

2009

Language:

english

File:

PDF, 1.12 MB

english, 2009

45

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

Marvuglia, Antonino, Kanevski, Mikhail, Benetto, Enrico

Journal:

Environment International

Year:

2015

Language:

english

File:

PDF, 3.03 MB

english, 2015

46

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

Golay, Jean, Kanevski, Mikhail

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 1.85 MB

english, 2015

47

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

Matasci, Giona, Longbotham, Nathan, Pacifici, Fabio, Kanevski, Mikhail, Tuia, Devis

Journal:

ISPRS Journal of Photogrammetry and Remote Sensing

Year:

2015

Language:

english

File:

PDF, 3.42 MB

english, 2015

48

Special issue: Advances in artificial neural networks, machine learning and computational intelligence Editorial

Aiolli, Fabio, Bunte, Kerstin, Hérault, Romain, Kanevski, Mikhail

Journal:

Year:

2016

Language:

english

File:

PDF, 457 KB

english, 2016

49

[IEEE 2009 IEEE International Geoscience and Remote Sensing Symposium - Cape Town, South Africa (2009.07.12-2009.07.17)] 2009 IEEE International Geoscience and Remote Sensing Symposium - Learning the relevant image features with multiple kernels

Tuia, Devis, Matasci, Giona, Camps-Valls, Gustavo, Kanevski, Mikhail

Year:

2009

Language:

english

File:

PDF, 114 KB

english, 2009

50

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

Telesca, Luciano, Lovallo, Michele, Kanevski, Mikhail

Journal:

Year:

2016

Language:

english

File:

PDF, 2.56 MB

english, 2016