Pavel Krömer

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 81

Top Venues

INCoS

CEC

Concurr. Comput. Pract. Exp.

GECCO

Publications

Vojtech Uher, Pavel Krömer
Fitness Landscape k-Nearest Neighbors Classification Based on Fitness Values Distribution. CEC (2024)
Pavel Krömer, Vojtech Uher, Tea Tusar, Bogdan Filipic
On the Latent Structure of the bbob-biobj Test Suite. EvoApplications@EvoStar (2024)
Lukás Klein, Petr Zmij, Pavel Krömer
Partial Discharge Detection by Edge Computing. IEEE Access 11 (2023)
Vojtech Uher, Pavel Krömer
Impact of Different Discrete Sampling Strategies on Fitness Landscape Analysis Based on Histograms. IAIT (2023)
Vojtech Uher, Jana Nowaková, Pavel Krömer
Initial Analysis of Multiple Retinal Diseases Classification with Fuzzy Medical Image Retrieval. SMC (2023)
Amit Dua, Pavel Krömer, Zbigniew J. Czech, Tomasz Jastrzab
Genetic Algorithm with Heuristic Mutation for Wireless Sensor Network Optimization. INCoS (2023)
Pavel Krömer, Vojtech Uher
Randomization of Low-discrepancy Sampling Designs by Cranley-Patterson Rotation. IAIT (2023)
Quoc-Dung Nguyen, Nguyet-Minh Phan, Pavel Krömer, Anh Duc Le
An Efficient Unsupervised Approach for OCR Error Correction of Vietnamese OCR Text. IEEE Access 11 (2023)
Pavel Krömer, Vojtech Uher
Comparing Sampling Strategies for the Classification of Bi-objective Problems by FLACCO Features. CISIS (2023)
Pavel Krömer, Vojtech Uher, Václav Snásel
Novel Random Key Encoding Schemes for the Differential Evolution of Permutation Problems. IEEE Trans. Evol. Comput. 26 (1) (2022)
Amit Dua, Pavel Krömer, Zbigniew J. Czech, Tomasz Jastrzab
A Bi-objective Genetic Algorithm for Wireless Sensor Network Optimization. CISIS (2022)
Pavel Krömer, Maryam Olfati
Stacked Differential Evolution for Data Envelopment Analysis. CSCI (2022)
Pavel Krömer, Vojtech Uher
Optimization of real-world supply routes by nature-inspired metaheuristics. CEC (2022)
Pavel Krömer, Vojtech Uher, Andrejaana Andova, Tea Tusar, Bogdan Filipic
Sampling Strategies for Exploratory Landscape Analysis of Bi-Objective Problems. CSCI (2022)
Lingping Kong, Abhishek Kumar, Václav Snásel, Swagatam Das, Pavel Krömer, Varun Ojha
CSS-A Cheap-Surrogate-Based Selection Operator for Multi-objective Optimization. BIOMA (2022)
Radovan Fusek, Pavel Krömer
A Neural System for Acute Disease Detection from Facial Images. INCoS (2022)
Quoc-Dung Nguyen, Nguyet-Minh Phan, Pavel Krömer
OCR Error Correction for Vietnamese OCR Text with Different Edit Distances. INCoS (2022)
Vojtech Uher, Pavel Krömer
Lehmer Encoding for Evolutionary Algorithms on Traveling Salesman Problem. ICMLT (2022)
Pavel Krömer, Vojtech Uher
-median problem. GECCO Companion (2022)
Amit Dua, Tomasz Jastrzab, Zbigniew J. Czech, Pavel Krömer
A Randomized Algorithm for Wireless Sensor Network Lifetime Optimization. Q2SWinet (2022)
Jan Platos, Pavel Krömer, Miroslav Voznák, Václav Snásel
Population data mobility retrieval at territory of Czechia in pandemic COVID-19 period. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Tarek Batiha, Pavel Krömer
Design and analysis of efficient neural intrusion detection for wireless sensor networks. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Pavel Krömer, Jana Nowaková
Medical Image Analysis with NVIDIA Jetson GPU Modules. INCoS (2021)
Pavel Krömer
Towards Better Visualization of Permutation Evolution. SSCI (2021)
Pavel Krömer, Jan Platos, Václav Snásel
Solving the single row facility layout problem by differential evolution. GECCO (2020)
Tarek Batiha, Pavel Krömer
Accelerated Neural Intrusion Detection for Wireless Sensor Networks. INCoS (2020)
Pavel Krömer, Jan Platos, Václav Snásel
Differential evolution for the optimization of low-discrepancy generalized Halton sequences. Swarm Evol. Comput. 54 (2020)
Tarek Batiha, Pavel Krömer
Evolutionary Fuzzy Rules for Intrusion Detection in Wireless Sensor Networks. INCoS (2020)
Jana Nowaková, Pavel Krömer, Jan Platos, Václav Snásel
Preprocessing COVID-19 Radiographic Images by Evolutionary Column Subset Selection. INCoS (2020)
Sebastián Basterrech, Pavel Krömer
A nature-inspired biomarker for mental concentration using a single-channel EEG. Neural Comput. Appl. 32 (12) (2020)
Nizar Rokbani, Pavel Krömer, Ikram Twir, Adel M. Alimi
A Hybrid Hierarchical Heuristic-ACO With Local Search Applied to Travelling Salesman Problem, AS-FA-Ls. Int. J. Syst. Dyn. Appl. 9 (3) (2020)
Václav Snásel, Pavel Krömer, Jakub Safarik, Jan Platos
JPEG steganography with particle swarm optimization accelerated by AVX. Concurr. Comput. Pract. Exp. 32 (8) (2020)
Pavel Krömer, Jan Platos, Václav Snásel
Self-organizing Migrating Algorithm for the Single Row Facility Layout Problem. CEC (2020)
Pavel Krömer, Martin Hasal, Jana Nowaková, Jana Heckenbergerova, Petr Musílek
Statistical and Nature-Inspired Modeling of Vehicle Flows by Using Finite Mixtures of Simple Circular Normal Distributions. IEEE Intell. Transp. Syst. Mag. 12 (4) (2020)
Pavel Krömer, Jan Janousek, Jan Platos
Random Key Self-Organizing Migrating Algorithm for Permutation Problems. CEC (2019)
Pavel Krömer, Jan Platos, Václav Snásel
Optimization of Generalized Halton Sequences by Differential Evolution. LION (2019)
Nizar Rokbani, Pavel Krömer, Ikram Twir, Adel M. Alimi
A new hybrid gravitational particle swarm optimisation-ACO with local search mechanism, PSOGSA-ACO-Ls for TSP. Int. J. Intell. Eng. Informatics 7 (4) (2019)
Petr Gajdos, Marek Behálek, Jan Janousek, Pavel Krömer
QDSOMA: Towards the Utilization of Quantum Computing within SOMA. CEC (2019)
Tarek Batiha, Michal Prauzek, Pavel Krömer
Intrusion Detection in Wireless Sensor Networks by an Ensemble of Artificial Neural Networks. KES-IDT (1) (2019)
Hikmat Dashdamirov, Sebastián Basterrech, Pavel Krömer
A Nature-inspired System for Mental State Recognition. CEC (2018)
Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel
Optimal column subset selection for image classification by genetic algorithms. Ann. Oper. Res. 265 (2) (2018)
Pavel Krömer, Martin Hasal, Jana Nowaková, Jana Heckenbergerova, Petr Musílek
Modelling Hourly Vehicle Flows by a Finite Mixture of Simple Circular Normal Distributions. ITSC (2018)
Pavel Krömer, Jan Platos, Jana Nowaková, Václav Snásel
An acceleration of quasigroup operations by residue arithmetic. Concurr. Comput. Pract. Exp. 30 (2) (2018)
Pavel Krömer, Jana Nowaková
Guided Genetic Algorithm for Information Diffusion Problems. CEC (2018)
Pavel Krömer, Jana Nowaková, Martin Hasal
Towards a New Evolutionary Algorithm for the Minimum Tollbooth Problem. CSoNet (2018)
Pavel Krömer, Jana Heckenbergerova, Petr Musílek
Accurate mixed weibull distribution fitting by differential evolution. GECCO (2017)
Pavel Krömer, Jana Nowaková
Guided Genetic Algorithm for the Influence Maximization Problem. COCOON (2017)
Pavel Krömer, Jan Platos
Evaluation of Traveling Salesman Problem Instance Hardness by Clustering. ECC (2017)
Pavel Krömer, Jan Platos
Simultaneous Prediction of Wind Speed and Direction by Evolutionary Fuzzy Rule Forest. ICCS (2017)
Ladislav Zjavka, Pavel Krömer, Stanislav Misák, Václav Snásel
Modelling the Photovoltaic output Power using the differential Polynomial Network and Evolutionary fuzzy Rules. Math. Model. Anal. 22 (1) (2017)
Jan Platos, Jana Nowaková, Pavel Krömer, Václav Snásel
Space-Filling Curves based on Residue Number System. INCoS (2017)
Pavel Krömer, Jan Platos, Milos Kudelka
Network measures and evaluation of traveling salesman instance hardness. SSCI (2017)
Petr Musílek, Pavel Krömer, Rodrigo Martins, Holger C. Hesse
Optimal energy management of residential PV/HESS using evolutionary fuzzy control. CEC (2017)
Pavel Krömer, Jan Platos, Václav Snásel
Evaluation of Pseudorandom Number Generators Based on Residue Arithmetic in Differential Evolution. INCoS (2017)
Pavel Krömer, Milos Kudelka, Roman Senkerik, Michal Pluhacek
Differential evolution with preferential interaction network. CEC (2017)
Pavel Krömer, Jan Platos
Genetic algorithm for entropy-based feature subset selection. CEC (2016)
James Rodway, Pavel Krömer, Soheila Karimi, Petr Musílek
Differential evolution optimized fuzzy controller for wireless sensor network energy management. FUZZ-IEEE (2016)
Sonia Kefi, Nizar Rokbani, Pavel Krömer, Adel M. Alimi
Ant supervised by PSO and 2-Opt algorithm, AS-PSO-2Opt, applied to Traveling Salesman Problem. SMC (2016)
Pavel Krömer, Jan Platos
Evolutionary Feature Subset Selection with Compression-based Entropy Estimation. GECCO (2016)
Pavel Krömer, Petr Gajdos
Evaluation of differential evolution with interaction network on a real-parameter optimization benchmark. CEC (2016)
Pavel Krömer, Jaromir Konecny, Michal Prauzek
Point-Based Scan Matching by Differential Evolution. INCoS (2016)
Michal Prauzek, Pavel Krömer, James Rodway, Petr Musílek
Differential evolution of fuzzy controller for environmentally-powered wireless sensors. Appl. Soft Comput. 48 (2016)
Jaromir Konecny, Michal Prauzek, Pavel Krömer, Petr Musílek
Novel Point-to-Point Scan Matching Algorithm Based on Cross-Correlation. Mob. Inf. Syst. 2016 (2016)
Milos Kudelka, Jan Platos, Pavel Krömer
Author Evaluation Based on H-Index and Citation Response. INCoS (2016)
Pavel Krömer, Jan Platos, Václav Snásel
Traditional and self-adaptive differential evolution for the p-median problem. CYBCONF (2015)
Michal Prauzek, Petr Musílek, Pavel Krömer, James Rodway, Martin Stankus, Jakub Hlavica
Energy Availability Forecasting for Harvesting-aware Wireless Sensor Networks: Analysis of Energy Demand of a Predictor Based on Evolutionary Fuzzy Rules. INCoS (2015)
Petr Musílek, Pavel Krömer, Tomás Barton
E-BACH: Entropy-Based Clustering Hierarchy for Wireless Sensor Networks. WI-IAT (3) (2015)
Jan Platos, Pavel Krömer, Václav Snásel
Efficient Area Association Using Space Filling Curves. INCoS (2015)
Petr Musílek, Pavel Krömer, James Rodway, Michal Prauzek
Pressure-based forecasting of next-day solar energy availability using evolutionary fuzzy rules. FUZZ-IEEE (2015)
Pavel Krömer, Petr Gajdos, Ivan Zelinka
Towards a Network Interpretation of Agent Interaction in Ant Colony Optimization. SSCI (2015)
Milos Kudelka, Sarka Zehnalova, Zdenek Horak, Pavel Krömer, Václav Snásel
Local Dependency in Networks. Int. J. Appl. Math. Comput. Sci. 25 (2) (2015)
Petr Gajdos, Pavel Krömer, Ivan Zelinka
Network Visualization of Population Dynamics in the Differential Evolution. SSCI (2015)
Obiora Sam Ezeora, Jana Heckenbergerova, Petr Musílek, Pavel Krömer
Evaluation of Errors Caused by Lowering Frequency of Measurements of an Environmental Sensor Station. INCoS (2015)
Petr Musílek, Pavel Krömer, Tomás Barton
Review of nature-inspired methods for wake-up scheduling in wireless sensor networks. Swarm Evol. Comput. 25 (2015)
Sonia Kefi, Nizar Rokbani, Pavel Krömer, Adel M. Alimi
A New Ant Supervised-PSO Variant Applied to Traveling Salesman Problem. HIS (2015)
Olfa Bali, Walid Elloumi, Pavel Krömer, Adel M. Alimi
GPU Particle Swarm Optimization Applied to Travelling Salesman Problem. MCSoC (2015)
Pavel Krömer, Zdenek Matej, Petr Musílek, Vaclav Prenosil, Frantiek Cvachovec
Neutron-Gamma Classification by Evolutionary Fuzzy Rules and Support Vector Machines. SMC (2015)
Milos Kudelka, Pavel Krömer, Martin Radvanský, Zdenek Horak, Václav Snásel
Efficient visualization of social networks based on modified Sammon's mapping. Swarm Evol. Comput. 25 (2015)
Pavel Krömer, Jan Platos
A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem. CORES (2015)
Milos Kudelka, Jan Platos, Pavel Krömer
Author Evaluation Based on H-index and Citation Response. CoRR (2015)
Pavel Krömer, Petr Musílek, James Rodway, Marek Reformat, Michal Prauzek
Estimating Harvestable Solar Energy from Atmospheric Pressure Using Support Vector Regression. INCoS (2015)
Pavel Krömer, Milos Kudelka, Václav Snásel, Martin Radvanský, Zdenek Horak
Computing Sammon's Projection of Social Networks by Differential Evolution. AINA (2014)
Pavel Krömer, Ivan Zelinka, Václav Snásel
Can deterministic chaos improve differential evolution for the linear ordering problem? IEEE Congress on Evolutionary Computation (2014)
Pavel Krömer, Jan Platos, Václav Snásel
Data Parallel density-based genetic clustering on CUDA Architecture. Concurr. Comput. Pract. Exp. 26 (5) (2014)
Václav Snásel, Pavel Krömer
Multipopulational Metaheuristic Approaches to Real-Parameter Optimization. ICGEC (2014)
Pavel Krömer, Jan Platos
Genetic algorithm for sampling from scale-free data and networks. GECCO (2014)
Petr Musílek, Pavel Krömer, Michal Prauzek
Location-specific optimization of energy harvesting environmental monitoring systems. IES (2014)
Pavel Krömer, Michal Prauzek, Petr Musílek, Tomás Barton
Optimization of Wireless Sensor Node Parameters by Differential Evolution and Particle Swarm Optimization. IBICA (2014)
Pavel Krömer, Jan Platos, Václav Snásel
Nature-Inspired Meta-Heuristics on Modern GPUs: State of the Art and Brief Survey of Selected Algorithms. Int. J. Parallel Program. 42 (5) (2014)
Pavel Krömer, Jan Platos
New Genetic Algorithm for the p-Median Problem. ECC (2) (2014)
Sarka Zehnalova, Milos Kudelka, Zdenek Horak, Pavel Krömer, Václav Snásel
Comparison of Local and Global Ranking in Networks. IBICA (2014)
Jana Heckenbergerova, Petr Musílek, Pavel Krömer
Optimization of Wind Direction Distribution Parameters Using Particle Swarm Optimization. AECIA (2014)
Pavel Krömer, Jan Platos
Solving the p-median problem by a simple differential evolution. SMC (2014)
Pavel Krömer, Michal Prauzek, Petr Musílek
Harvesting-aware control of wireless sensor nodes using fuzzy logic and differential evolution. SECON Workshops (2014)
Pavel Krömer, Petr Musílek, Emil Pelikán, Pavel Krc, Pavel Jurus, Krystof Eben
Support Vector Regression of multiple predictive models of downward short-wave radiation. IJCNN (2014)
Pavel Krömer, Jan Platos, Václav Snásel
Genetic Algorithm for the Column Subset Selection Problem. CISIS (2014)
Pavel Krömer, Ivan Zelinka, Václav Snásel
Behaviour of pseudo-random and chaotic sources of stochasticity in nature-inspired optimization methods. Soft Comput. 18 (4) (2014)
Ales Vítek, Martin Stachon, Pavel Krömer, Václav Snásel
Towards the Modeling of Atomic and Molecular Clusters Energy by Support Vector Regression. INCoS (2013)
Pavel Krömer, Suhail S. J. Owais, Jan Platos, Václav Snásel
Towards new directions of data mining by evolutionary fuzzy rules and symbolic regression. Comput. Math. Appl. 66 (2) (2013)
Pavel Krömer, Ajith Abraham, Václav Snásel, Eshetie Berhan, Daniel Kitaw
On the differential evolution for vehicle routing problem. SoCPaR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pavel Krömer