Publications of Mikhail Kanevski
2002
| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , in: IEEE International Workshop on Neural Networks for Signal Processing (NNSP), 2002 |
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| Conditional Gaussian Mixture Models for Environmental Risk Mapping, , and , Idiap-RR-12-2002 |
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| Estimation of Conditional Distributions using Gaussian Mixture Models, , and , Idiap-RR-03-2002 |
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2001
| Evaluation of SVM Binary Classification with Nonparametric Stochastic Simulations, , Idiap-RR-07-2001 |
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| Support Vector Machines for Classification and Mapping of Reservoir Data, , , , , and , Idiap-RR-04-2001 |
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2000
| Advanced Spatial Data Analysis and Modelling with Support Vector Machines, , , and , Idiap-RR-31-2000 |
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| Comparison of Unsupervised and Supervised Training of RBF Neural Networks. Case Study: Mapping of Contamination Data, and , in: Neural Computation 2000, 2000 |
| Environmental and Pollution Spatial Data Classification with Support Vector Machines and Geostatistics, , , and , in: Geostatistical congress 2000, 2000 |
| Environmental Data Mapping with Support Vector Regression and Geostatistics, , and , Idiap-RR-10-2000 |
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| Indoor Radon Risk Assessment with Geostatistics and Artificial Neural Networks, , , , , , and , in: Geostatistical congress 2000, 2000 |
| Neural Network Residual Stochastic Co-simulation for Environmental Data Analysis, , , , and , in: Neural Computation 2000, 2000 |
| Spatial Data Mapping with Support Vector Regression, and , Idiap-RR-09-2000 |
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1999
| Decision-Oriented Environmental Mapping with Radial Basis Function Neural Networks, , , , and , in: Intelligent techniques for Spatio-Temporal Data Analysis in Environmental Applications. Workshop W07, 1999 |
| Environmental and Pollution Spatial Data Classification with Support Vector Machines and Geostatistics, , , and , in: Intelligent techniques for Spatio-Temporal Data Analysis in Environmental Applications. Workshop W07, 1999 |
| Environmental spatial data classification with Support Vector Machines, , , and , Idiap-RR-07-1999 |
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| Numerical Experiments with Support Vector Machines, and , Idiap-RR-15-1999 |
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