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Author

Roman Neruda

Observed names: Neruda Roman, Neruda, R. (Roman), Neruda, Roman, R. Neruda
ORCID: 0000-0003-2364-5357
Observed ORCID: 0000-0003-2364-5357
OpenAlex ID: A5037011091
Learning methods for radial basis function networks
2004 · Roman Neruda, Petra Kudová · Future Generation Computer Systems · 86
Modeling and Discovery of Data Providing Services
2008 · Roman Vaculín, Huajun Chen, et al. · IEEE International Conference on Web Services (ICWS) · 48
A genetic algorithm for multivariate missing data imputation
2022 · Juan Carlos Figueroa-García, Roman Neruda, et al. · Information Sciences · 31
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Vulnerability of classifiers to evolutionary generated adversarial examples
2020 · Petra Vidnerová, Roman Neruda · Neural Networks · 31
Evolving KERAS Architectures for Sensor Data Analysis
2017 · Petra Vidnerová, Roman Neruda · Annals of Computer Science and Information Systems · 31
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The process mediation framework for semantic web services
2009 · Roman Vaculin, Roman Neruda, et al. · International Journal of Agent-Oriented Software Engineering · 31
Artificial Neural Networks - ICANN 2008
2008 · Hutchison, David, Weikum, Gerhard, et al. · Lecture notes in computer science · 23
Incorporating User Preferences in MOEA/D through the Coevolution of Weights
2015 · Martin Pilat, Roman Neruda · Genetic and Evolutionary Computation Conference (GECCO) · 22
Aggregate meta-models for evolutionary multiobjective and many-objective optimization
2012 · Martin Pilát, Roman Neruda · Neurocomputing · 22
Meta Learning in Multi-agent Systems for Data Mining
2011 · Ondrej Kazik, Kl´ra Peskova, et al. · IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology (WI-IAT) · 22
ASM-MOMA: Multiobjective memetic algorithm with aggregate surrogate model
2011 · Martin Pilat, Roman Neruda · 22
An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization
2012 · Martin Pilat, Roman Neruda · IEEE Congress on Evolutionary Computation (CEC) · 20
An Agent for Asymmetric Process Mediation in Open Environments
2008 · Roman Vaculín, Roman Neruda, et al. · Springer eBooks · 20
Functional Equivalence and Genetic Learning of RBF Networks
1995 · Roman Neruda · Artificial Neural Nets and Genetic Algorithms · 20
Feature Extraction for Surrogate Models in Genetic Programming
2016 · Martin Pilát, Roman Neruda · Lecture notes in computer science · 16
Implementing GP on Optimizing both Boolean and Extended Boolean Queries in IR and Fuzzy IR systems with Respect to the Users Profiles
2006 · S. Owais, P. Kromer, et al. · 16
Hypervolume-based local search in multi-objective evolutionary optimization
2014 · Martin Pilát, Roman Neruda · Genetic and Evolutionary Computation Conference (GECCO) · 14
Evolutionary generation of adversarial examples for deep and shallow machine learning models
2016 · Petra Vidnerová, Roman Neruda · 13
Variants of Memetic And Hybrid Learning of Perceptron Networks
2007 · Roman Neruda, Stanislav Slusny · Proceedings - International Workshop on Database and Expert Systems Applications/Proceedings · 13
Deep Networks with RBF Layers to Prevent Adversarial Examples
2018 · Petra Vidnerová, Roman Neruda · Lecture notes in computer science · 12
Choosing an appropriate hydrological model for rainfall-runoff extremes in small catchments
2015 · Pavel Kovář, Michaela Hrabalíková, et al. · Soil and Water Research · 12
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Sensor Data Air Pollution Prediction by Kernel Models
2016 · Petra Vidnerova, Roman Neruda · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) · 11
Bang 3: a computational multi-agent system
2004 · Roman Neruda, Pavel Krušina, et al. · 11
Uniqueness of Functional Representations by Gaussian Basis Function Networks
1994 · Věra Kůrková, Roman Neruda · Springer eBooks · 11
Evolution Strategies for Deep Neural Network Models Design.
2017 · Petra Vidnerová, Roman Neruda · ASEP · 10
Works count: 229
Citation count: 1,004
H-index: 16
I10-index: 26
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