‪Ekaterina (Katya) Vladislavleva‬

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Guido SmitsDow Benelux bvPreverjeni e-poštni naslov na dow.com
Dick den HertogProfessor of Operations Research, University of AmsterdamPreverjeni e-poštni naslov na uva.nl
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyPreverjeni e-poštni naslov na csail.mit.edu
Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupPreverjeni e-poštni naslov na csail.mit.edu
Lander WillemUniversity of AntwerpPreverjeni e-poštni naslov na uantwerpen.be
Trent McConaghyOcean Protocol. Past: ADA | Solido | KU LeuvenPreverjeni e-poštni naslov na oceanprotocol.com
Jan BroeckhoveEm. Professor, Dept. of Computer Science, Universiteit AntwerpenPreverjeni e-poštni naslov na uantwerpen.be
Tom DhaeneGhent University - imecPreverjeni e-poštni naslov na ugent.be
Frank NeumannOptimisation and Logistics, School of ComputerPreverjeni e-poštni naslov na adelaide.edu.au
Markus WagnerAssociate Professor of Computer Science, Monash University, AustraliaPreverjeni e-poštni naslov na monash.edu
Tobias FriedrichChair for Algorithm Engineering, Hasso Plattner Institute, Potsdam, GermanyPreverjeni e-poštni naslov na hpi.de
Philippe BeutelsProfessor at Vaccine & Infectious Disease Institute, University of Antwerp, BelgiumPreverjeni e-poštni naslov na uantwerpen.be
Dirk DeschrijverGhent University - imecPreverjeni e-poštni naslov na ugent.be
Jason H. MooreChair, Department of Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CAPreverjeni e-poštni naslov na csmc.edu
Martina Echtenbruck (née Friese)Cologne University of Applied SciencesPreverjeni e-poštni naslov na th-koeln.de
Thomas Bartz-BeielsteinTH Koeln, Institute for Data Science, Engineering, and AnalyticsPreverjeni e-poštni naslov na th-koeln.de
Martin ZaeffererDHBW RavensburgPreverjeni e-poštni naslov na dhbw-ravensburg.de
Ruben Van den BosschePh.D., Computer Science, University of AntwerpPreverjeni e-poštni naslov na uantwerpen.be

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Ekaterina (Katya) Vladislavleva

Chief Data Scientist

Preverjeni e-poštni naslov na datastories.com

Data Science Machine Learning Complex systems Variable Selection Knowledge Discovery


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Order of nonlinearity as a complexity measure for models generated by symbolic regression via pareto genetic programming EJ Vladislavleva, GF Smits, D Den Hertog IEEE Transactions on Evolutionary Computation 13 (2), 333-349, 2008	412	2008
Predicting the energy output of wind farms based on weather data: Important variables and their correlation E Vladislavleva, T Friedrich, F Neumann, M Wagner Renewable energy 50, 236-243, 2013	115	2013
Constructing a no-reference H. 264/AVC bitstream-based video quality metric using genetic programming-based symbolic regression N Staelens, D Deschrijver, E Vladislavleva, B Vermeulen, T Dhaene, ... IEEE Transactions on Circuits and Systems for Video Technology 23 (8), 1322-1333, 2013	86	2013
Variable selection in industrial datasets using pareto genetic programming G Smits, A Kordon, K Vladislavleva, E Jordaan, M Kotanchek Genetic Programming Theory and Practice III, 79-92, 2006	72	2006
Model-based problem solving through symbolic regression via pareto genetic programming E Vladislavleva	70	2008
Trustable symbolic regression models: using ensembles, interval arithmetic and pareto fronts to develop robust and trust-aware models M Kotanchek, G Smits, E Vladislavleva Genetic programming theory and practice V, 201-220, 2008	61	2008
Separating the wheat from the chaff: on feature selection and feature importance in regression random forests and symbolic regression S Stijven, W Minnebo, K Vladislavleva Proceedings of the 13th annual conference companion on Genetic and …, 2011	55	2011
On the importance of data balancing for symbolic regression E Vladislavleva, G Smits, D Den Hertog IEEE Transactions on Evolutionary Computation 14 (2), 252-277, 2009	54	2009
Pursuing the Pareto paradigm: tournaments, algorithm variations and ordinal optimization M Kotanchek, G Smits, E Vladislavleva Genetic Programming Theory and Practice IV, 167-185, 2007	54	2007
Symbolic regression via genetic programming as a discovery engine: Insights on outliers and prototypes ME Kotanchek, EY Vladislavleva, GF Smits Genetic Programming Theory and Practice VII, 55-72, 2010	51	2010
Active Learning to Understand Infectious Disease Models and Improve Policy Making L Willem, S Stijven, E Vladislavleva, J Broeckhove, P Beutels, N Hens PLOS Computational Biology, 2014	44	2014
Genetic programming theory and practice VIII R Riolo, T McConaghy, E Vladislavleva Springer Science & Business Media, 2010	32	2010
Ordinal pareto genetic programming G Smits, E Vladislavleva 2006 IEEE International Conference on Evolutionary Computation, 3114-3120, 2006	31	2006
Prime-time: Symbolic regression takes its place in the real world S Stijven, E Vladislavleva, A Kordon, L Willem, ME Kotanchek Genetic Programming Theory and Practice XIII, 241-260, 2016	19	2016
Ordinal pareto genetic programming. InProceedings of the 2006 IEEE Congress on Evolutionary Computation G Smits, E Vladislavleva Vancouver. IEEE Press, 2006	18	2006
Knowledge mining with genetic programming methods for variable selection in flavor design K Vladislavleva, K Veeramachaneni, M Burland, J Parcon, UM O'Reilly Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010	17	2010
Exploiting trustable models via pareto GP for targeted data collection M Kotanchek, G Smits, E Vladislavleva Genetic programming theory and practice VI, 1-18, 2008	17	2008
Knowledge mining sensory evaluation data: genetic programming, statistical techniques, and swarm optimization K Veeramachaneni, E Vladislavleva, UM O’Reilly Genetic Programming and Evolvable Machines 13, 103-133, 2012	15	2012
Evolutionary optimization of flavors K Veeramachaneni, K Vladislavleva, M Burland, J Parcon, UM O'Reilly Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010	15	2010
Genetic Programming Theory and Practice IX JH Moore, R Riolo, E Vladislavleva Springer, 2011	14	2011

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