Valeriy V. Gavrishchaka

发表

PHYSIOLOGICAL META-INDICATORS FOR PROFESSIONAL SPORT APPLICATIONS: EXPRESS DIAGNOSTICS, OVERTRAINING DETECTION, AND QUANTIFICATION OF INDIVIDUAL ZONES OF OPTIMAL FUNCTIONING (IZOF)

Valeriy V. Gavrishchaka, V. Gavrishchaka, 2011 .

Rare events modeling with support vector machine: Application to forecasting large-amplitude geomagnetic substorms and extreme events in financial markets.

Valeriy V. Gavrishchaka, Supriya B. Ganguli, 2001 .

Support Vector Machine as an Efficient Framework for Stock Market Volatility Forecasting

Valeriy V. Gavrishchaka, Supriya B. Ganguli, V. Gavrishchaka, 2006, Comput. Manag. Sci..

Ensemble Decomposition Learning for Optimal Utilization of Implicitly Encoded Knowledge in Biomedical Applications

Valeriy V. Gavrishchaka, Olga V. Senyukova, V. Gavrishchaka, 2011 .

OPERATIONALLY EFFICIENT FRAMEWORK FOR THE DISCOVERY OF MARKET-NEUTRAL PORTFOLIO STRATEGIES BASED ON COMBINATION OF BOOSTING AND MULTI-OBJECTIVE OPTIMIZATION

Valeriy V. Gavrishchaka, Nikolai Hlebnikov, Valery Bykov, 2007 .

Generic Regularization of Boosting-Based Algorithms for the Discovery of Regime-Independent Portfolio Strategies from High-Noise Time Series

Valeriy V. Gavrishchaka, Olga Barinova, 2009, 2009 Fourth International Conference on Innovative Computing, Information and Control (ICICIC).

Ensemble Learning Frameworks for the Discovery of Multi-component Quantitative Models in Biomedical Applications

Valeriy V. Gavrishchaka, Mark E. Koepke, Olga N. Ulyanova, 2010, 2010 Second International Conference on Computer Modeling and Simulation.

Discovery of Multi-spread Portfolio Strategies for Weakly-cointegrated Instruments Using Boosting-based Optimization

Valeriy V. Gavrishchaka, V. Gavrishchaka, 2006, JCIS.

Boosting‐Based Optimization as a Generic Framework for Novelty and Fraud Detection in Complex Strategies

Valeriy V. Gavrishchaka, Maria Kovbasinskaya, Maria Monina, 2008 .

Boosting-based discovery of multi-component physiological indicators: applications to express diagnostics and personalized treatment optimization

Valeriy V. Gavrishchaka, Mark E. Koepke, Olga N. Ulyanova, 2010, IHI.

Multi-Objective Physiological Indicators Based on Complementary Complexity Measures: Application to Early Diagnostics and Prediction of Acute Events

Valeriy V. Gavrishchaka, Olga V. Senyukova, Mark Koepke, 2011 .

Synergy of physics-based reasoning and machine learning in biomedical applications: towards unlimited deep learning with limited data

Valeriy V. Gavrishchaka, Olga V. Senyukova, Mark Koepke, 2019, Advances in Physics: X.

Nonlinear models of geomagnetic activity based on neural networks and support vector machines: A comparative study

Valeriy V. Gavrishchaka, Supriya B. Ganguli, 2000 .

Robust algorithmic detection of the developed cardiac pathologies and emerging or transient abnormalities from short periods of RR data

Valeriy V. Gavrishchaka, Olga V. Senyukova, V. Gavrishchaka, 2011 .

Boosting-Based Frameworks in Financial Modeling: Application to Symbolic Volatility Forecasting

Valeriy V. Gavrishchaka, V. Gavrishchaka, 2006 .

Robust Algorithmic Detection of Cardiac Pathologies from Short Periods of RR Data

Valeriy V. Gavrishchaka, Olga V. Senyukova, V. Gavrishchaka, 2013 .

Universal Multi-complexity Measures for Physiological State Quantification in Intelligent Diagnostics and Monitoring Systems

Valeriy V. Gavrishchaka, Olga V. Senyukova, Mark Koepke, 2013 .

Volatility forecasting from multiscale and high-dimensional market data

Valeriy V. Gavrishchaka, Supriya B. Ganguli, V. Gavrishchaka, 2003, Neurocomputing.

Diagnostics of Complex and Rare Abnormalities Using Ensemble Decomposition Learning

Valeriy V. Gavrishchaka, Olga V. Senyukova, 2011 .

Support vector machine as an efficient tool for high‐dimensional data processing: Application to substorm forecasting

Valeriy V. Gavrishchaka, Supriya B. Ganguli, V. Gavrishchaka, 2001 .

Optimization of the neural-network geomagnetic model for forecasting large-amplitude substorm events

Valeriy V. Gavrishchaka, Supriya B. Ganguli, V. Gavrishchaka, 2001 .

Trapped ion effect on shielding, current flow, and charging of a small object in a plasma

Valeriy V. Gavrishchaka, Martin Lampe, Gurudas Ganguli, 2003 .