| Multiclass Universum SVM. | 0 | 0.34 | 2018 |
| Neural representations of the concepts in simple sentences: Concept activation prediction and context effects. | 2 | 0.41 | 2017 |
| Commonality of neural representations of sentences across languages: Predicting brain activation during Portuguese sentence comprehension using an English-based model of brain function. | 2 | 0.38 | 2017 |
| Universum Learning for Multiclass SVM. | 0 | 0.34 | 2016 |
| Reliable seizure prediction from EEG data | 2 | 0.53 | 2015 |
| Development and evaluation of cost-sensitive universum-SVM. | 11 | 0.51 | 2015 |
| Donor Selection For Hematopoietic Stem Cell Transplant Using Cost-Sensitive Svm | 0 | 0.34 | 2015 |
| Learning using privileged information (LUPI) for modeling survival data | 6 | 0.59 | 2014 |
| Cost-Sensitive Universum-SVM | 3 | 0.40 | 2012 |
| Generalized SMO algorithm for SVM-based multitask learning. | 24 | 0.75 | 2012 |
| Predictive learning, knowledge discovery and philosophy of science | 1 | 0.49 | 2012 |
| Application of SOM to analysis of Minnesota soil survey data | 0 | 0.34 | 2011 |
| Practical Conditions for Effectiveness of the Universum Learning | 25 | 1.29 | 2011 |
| Prediction of electric power consumption for commercial buildings. | 4 | 0.76 | 2011 |
| Simple Method for Interpretation of High-Dimensional Nonlinear SVM Classification Models | 4 | 0.69 | 2010 |
| Empirical Study of the Universum SVM Learning for High-Dimensional Data | 11 | 0.61 | 2009 |
| SVM+ regression and multi-task learning | 14 | 0.72 | 2009 |
| Quantitative modeling of the neural representation of adjective-noun phrases to account for fMRI activation | 2 | 0.36 | 2009 |
| Another look at statistical learning theory and regularization. | 6 | 0.52 | 2009 |
| Predictive learning with structured (grouped) data. | 11 | 0.75 | 2009 |
| Predictive learning with sparse heterogeneous data | 0 | 0.34 | 2009 |
| Connection between SVM+ and multi-task learning | 21 | 0.95 | 2008 |
| Gender classification of human faces using inference through contradictions | 9 | 0.61 | 2008 |
| Learning Using Structured Data: Application To Fmri Data Analysis | 11 | 0.91 | 2007 |
| Computational intelligence in earth and environmental sciences. | 0 | 0.34 | 2007 |
| Efficient model selection for regularized linear discriminant analysis | 28 | 1.44 | 2006 |
| Kernel Uncorrelated and Orthogonal Discriminant Analysis: A Unified Approach | 5 | 0.43 | 2006 |
| Spatial SVM for feature selection and fMRI activation detection | 7 | 0.56 | 2006 |
| Real-Time Pricing of Mutual Funds | 0 | 0.34 | 2006 |
| 2006 Special issue: Earth Sciences and Environmental Applications of Computational IntelligenceIntroduction | 1 | 0.39 | 2006 |
| Support vector machines and regularization | 0 | 0.34 | 2005 |
| Functional connectivity in an fMRI working memory task in high-functioning autism. | 27 | 2.99 | 2005 |
| Efficient Kernel Discriminant Analysis via QR Decomposition | 37 | 1.62 | 2004 |
| Motion estimation using Statistical Learning Theory. | 14 | 1.27 | 2004 |
| Practical selection of SVM parameters and noise estimation for SVM regression. | 390 | 24.38 | 2004 |
| Comparison of model selection for regression. | 30 | 7.09 | 2003 |
| Model complexity control and statistical learning theory | 8 | 0.73 | 2002 |
| Selection of Meta-parameters for Support Vector Regression | 16 | 1.21 | 2002 |
| Myopotential denoising of ECG signals using wavelet thresholding methods. | 9 | 1.71 | 2001 |
| Comparison of Wavelet Thresholding Methods for Denoising ECG Signals | 1 | 0.37 | 2001 |
| Measuring the VC-dimension using optimized experimental design. | 17 | 2.09 | 2000 |
| Image denoising using wavelet thresholding and model selection | 9 | 0.87 | 2000 |
| Multi-resolution support vector machine | 3 | 0.56 | 1999 |
| Factors controlling generalization ability of MLP networks | 2 | 0.40 | 1999 |
| Constrained Topological Maps For Regression And Classification | 0 | 0.34 | 1997 |
| ATM based multimedia servers | 14 | 1.43 | 1995 |
| Self-organization as an iterative kernel smoothing process. | 58 | 22.74 | 1995 |
| Statistical analysis of self-organization | 17 | 2.54 | 1995 |
| Neural Network for Control of Rearrangeable Clos Networks | 0 | 0.34 | 1994 |
| Finding the right ATM switch for the market | 60 | 4.37 | 1994 |
