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Liens UNIL

Faculty of Geosciences and Environment

Institute of Earth Sciences

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Maignan Michel

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2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2001 | 1999 | 1998 | ...

2009

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

Chaouch A., Kanevski M., Pozdnoukhov A., Maignan M., Rodriguez J., Piller G., 2009. pp. 65-77 dans Pilz J. (eds.) Interfacing Geostatistics and Geographic information system, Springer Berlin Heidelberg.

[DOI][serval:BIB_3711482D920D]

Detection of Patterns in Multivariate Financial Data

Kanevski M., Timonin V., Maignan M., Pozdnoukhov A., 2009. dans Hitotsubashi Interdisciplinary Conference New Approaches to the Analysis of Large-Scale Business and Economic Data, APFA, Tokyo, Japan, Springer Berlin Heidelberg.

[DOI][serval:BIB_037874A3673A]

Machine Learning of Interest Rates

Kanevski M., Timonin V., Pozdnoukhov A., Maignan M., 2009. dans Econophysics conference, Erice, Italy.

[serval:BIB_7024834CE0AE]

2008

Interest rates mapping

Kanevski M., Maignan M., Pozdnoukhov A., Timonin V., 2008. Physica A - Statistical Mechanics and its Applications, 387 pp. 3897-3903. Peer-reviewed.

[DOI][serval:BIB_EC13F1FCADFE]

Geostatistics: Spatial predictions and simulations

Savelieva E, Demyanov V., Maignan M., 2008. pp. 47-94 dans Kanevski M. (eds.) Advanced mapping of environmental data: Geostatistics, and bayesian maximum entropy, ISTE Ltd and Wiley Press.

[DOI][serval:BIB_294A166E463E]

2007

Classification of Interest Rates Curves Using Gaussian Mixture Model

Kanevski M., Maignan M., Timonin V., Pozdnoukhov A., 2007. p. 8 dans Econophysics Colloquium and beyond, Ancona, Italy, 27-29 September.

[serval:BIB_BA91C347F8D4]

Mapping of Environmental Data Using Kernel-Based Methods

Kanevski M., Pozdnoukhov A., Timonin V., Maignan M., 2007. Revue Internationale de Géomatique, 17 pp. 309-331. Peer-reviewed.

[DOI][serval:BIB_7373B543D8DB]

Robust Nonlinear Mapping of Soil Contamination Using Support Regression

Kanevski M., Pozdnoukhov A., Timonin V., Maignan M., 2007. dans Annual Conference of International Accociation for Mathematical Geology, Beijing, China, International Accociation for Mathematical Geosciences.

[serval:BIB_E9CAD4B7CCCC]

Soil Types Classification and Pollution Mapping with Machine Learning Methods

Kanevski M., Pozdnoukhov A., Timonin V., Maignan M., 2007. Pedometrics. Peer-reviewed.

[serval:BIB_FEC2E19F10AB]

GeoKernels: Modelling of spatial data on natural manifolds

Pozdnoukhov A., Kanevski M., Maignan M., 2007. dans European Colloquium on Theoretical and Quantitative Geography, Montreux, Switzerland, 3-7 September.

[serval:BIB_164729628325]

2006

Indoor radon risk mapping using geostatistical simulations

Kanevski M., Maignan M., Tapia R., 2006. dans Pirard E., Dassargues A., Havenish H.B. (eds.) XI International Congress for Mathematical Geology, Quantitative Geology from Multiple Sources, Liège, Belgium, International Association for Mathematical Geology.

[serval:BIB_BBB358C531E6]

Scientific basis for indoor radon atlas

Kanevski M., Maignan M., Tapia R., Timonin V., Piller G., Gruson M., 2006. pp. 131-138 dans Barnet I., Neznal M., Pacherova P. (eds.) Radon investigations in the Czech Republic XI and the 8th international workshop on the Geological Aspects of Radon Risk Mapping, Joint Research Center IES REM Ispra.

[serval:BIB_F8BA21A588DD]

2005

Statistical learning theory for geospatial data. Case study: Aral sea

Kanevski M., Pozdnukhov A., Tonini M., Maignan M., Motelica M., Savelieva E., 2005. pp. 161-162 dans European colloquium on Theoretical and Quantitative Geography, Tomar, Portugal.

[serval:BIB_82C513F40F89]

2004

Analysis and Modelling of Spatial Environmental Data

Kanevski M., Maignan M., 2004. 304, EPFL Press.

[serval:BIB_D8C0132E6926]

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

Kanevski M., Parkin R., Pozdnukhov A., Timonin V., Maignan M., Demyanov V., Canu S., 2004. Environmental Modelling and Software, 19 pp. 845-855. Peer-reviewed.

[DOI][serval:BIB_F3AEFEC8F828]

2003

Advanced geostatistical and machine-learning models for spatial data analysis of radioactively contaminated regions

Kanevski M., Demyanov V., Pozdnukhov A., Parkin R., Savelieva E., Timonin V., Maignan M., 2003. Environmental Science and Pollution Research, SI pp. 137-149. Peer-reviewed.

[serval:BIB_BA7EC9909C35]

2001

Wavelet analysis residual kriging vs. neural network residual kriging

Demyanov V., Soltani S., Kanevski M., Canu S., Maignan M., Savelieva E., Timonin V., Pisarenko V., 2001. Stochastic Environmental Research and Risk Assessment, 15 pp. 18-32. Peer-reviewed.

[DOI][serval:BIB_6577F4AEC874]

1999

Environmental and pollution spatial data classification with support vector machines and geostatistics

Gilardi N., Kanevski M., Maignan M., Mayoraz E., 1999. pp. 43-51 dans Intelligent techniques for Spatio-Temporal Data Analysis in Environmental Applications.

[serval:BIB_13299]

1998

GRNN or IRF-K estimation for the Swiss soils artificialand natural radionuclides content.

Allen O., Maignan M., 1998. pp. 340-346 dans Proceedings of IAMG'98.

[serval:BIB_9142]

Geostat office for environmental and pollution spatial data analysis

Kanevski M., Demyanov V., Chernov S., Savelieva E., Serov A., Timonin V., Maignan M., 1998. Mathematische Geologie, 3 pp. 1-12. Peer-reviewed.

[serval:BIB_9274]

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