Katya Vladislavleva

Publication Activity (10 Years)

Years Active: 2010-2013
Publications (10 Years): 0

Top Topics

Predictive Model

Spectral Clustering

Benchmark Datasets

Top Venues

EvoApplications

Publications

Oliver Flasch, Martina Friese, Katya Vladislavleva, Thomas Bartz-Beielstein, Olaf Mersmann, Boris Naujoks, Jörg Stork, Martin Zaefferer
Comparing Ensemble-Based Forecasting Methods for Smart-Metering Data. EvoApplications (2013)
Sean Stijven, Wouter Minnebo, Katya Vladislavleva
Separating the wheat from the chaff: on feature selection and feature importance in regression random forests and symbolic regression. GECCO (Companion) (2011)
Katya Vladislavleva, Tobias Friedrich, Frank Neumann, Markus Wagner
Predicting the Energy Output of Wind Farms Based on Weather Data: Important Variables and their Correlation CoRR (2011)
Kalyan Veeramachaneni, Katya Vladislavleva, Matt Burland, Jason Parcon, Una-May O'Reilly
Evolutionary optimization of flavors. GECCO (2010)
Katya Vladislavleva, Kalyan Veeramachaneni, Una-May O'Reilly, Matt Burland, Jason Parcon
Learning a Lot from Only a Little: Genetic Programming for Panel Segmentation on Sparse Sensory Evaluation Data. EuroGP (2010)
Kalyan Veeramachaneni, Katya Vladislavleva, Una-May O'Reilly
Feature Extraction from Optimization Data via DataModeler's Ensemble Symbolic Regression. LION (2010)
Katya Vladislavleva, Kalyan Veeramachaneni, Matt Burland, Jason Parcon, Una-May O'Reilly
Knowledge mining with genetic programming methods for variable selection in flavor design. GECCO (2010)