Janez Brest

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 49

Top Venues

Publications

Borko Boskovic, Janez Brest
Two-phase optimization of binary sequences with low peak sidelobe level value. Expert Syst. Appl. 251 (2024)
Janez Brest, Jan Popic, Jana Herzog, Borko Boskovic
An Efficient Algorithm for Designing Long Aperiodic Binary Sequences With Low Auto-Correlation Sidelobes. IEEE Access 12 (2024)
Borko Boskovic, Jana Herzog, Janez Brest
Parallel self-avoiding walks for a low-autocorrelation binary sequences problem. J. Comput. Sci. 77 (2024)
Jana Herzog, Janez Brest, Borko Boskovic
Analysis based on statistical distributions: A practical approach for stochastic solvers using discrete and continuous problems. Inf. Sci. 633 (2023)
Jana Herzog, Janez Brest, Borko Boskovic
A Comparison of the State-of-the-Art Evolutionary Algorithms with Different Stopping Conditions. IJCCI (2023)
Jana Herzog, Janez Brest, Borko Boskovic
Performance Analysis of Selected Evolutionary Algorithms on Different Benchmark Functions. BIOMA (2022)
Borko Boskovic, Jana Herzog, Janez Brest
Parallel Self-Avoiding Walks for a Low-Autocorrelation Binary Sequences Problem. CoRR (2022)
Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic
Self-adaptive Differential Evolution Algorithm with Population Size Reduction for Single Objective Bound-Constrained Optimization: Algorithm j21. CEC (2021)
Iztok Fister, Janez Brest, Andrés Iglesias, Akemi Gálvez, Suash Deb, Iztok Fister Jr.
On Selection of a Benchmark by Determining the Algorithms' Qualities. IEEE Access 9 (2021)
Borko Boskovic, Janez Brest
Two-phase Optimization of Binary Sequences with Low Peak Sidelobe Level Value. CoRR (2021)
Janez Brest, Borko Boskovic
Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values. IEEE Access 9 (2021)
Iztok Fister, Dusan Fister, Suash Deb, Uros Mlakar, Janez Brest, Iztok Fister Jr.
Post hoc analysis of sport performance with differential evolution. Neural Comput. Appl. 32 (15) (2020)
Janez Brest, Borko Boskovic
In Searching of Long Skew-symmetric Binary Sequences with High Merit Factors. CoRR (2020)
Borko Boskovic, Janez Brest
Two-phase protein folding optimization on a three-dimensional AB off-lattice model. Swarm Evol. Comput. 57 (2020)
Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic
Differential Evolution Algorithm for Single Objective Bound-Constrained Optimization: Algorithm j2020. CEC (2020)
Mirjam Sepesy Maucec, Janez Brest
Slavic languages in phrase-based statistical machine translation: a survey. Artif. Intell. Rev. 51 (1) (2019)
Borko Boskovic, Janez Brest
Two-level protein folding optimization on a three-dimensional AB off-lattice model. CoRR (2019)
Mirjam Sepesy Maucec, Janez Brest
A review of the recent use of Differential Evolution for Large-Scale Global Optimization: An analysis of selected algorithms on the CEC 2013 LSGO benchmark suite. Swarm Evol. Comput. 50 (2019)
Amina Alic, Klemen Berkovic, Borko Boskovic, Janez Brest
Population Size in Differential Evolution. SEMCCO/FANCCO (2019)
Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic
The 100-Digit Challenge: Algorithm jDE100. CEC (2019)
Dusan Fister, Iztok Fister, Timotej Jagric, Iztok Fister Jr., Janez Brest
Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution. SEMCCO/FANCCO (2019)
Janez Brest, Ferrante Neri
Editorial of the special issue on differential evolution. Swarm Evol. Comput. 50 (2019)
Jani Dugonik, Borko Boskovic, Janez Brest, Mirjam Sepesy Maucec
Improving Statistical Machine Translation Quality Using Differential Evolution. Informatica 30 (4) (2019)
Mirjam Sepesy Maucec, Janez Brest, Borko Boskovic, Zdravko Kacic
Improved Differential Evolution for Large-Scale Black-Box Optimization. IEEE Access 6 (2018)
Janez Brest, Borko Boskovic
A Heuristic Algorithm for a Low Autocorrelation Binary Sequence Problem With Odd Length and High Merit Factor. IEEE Access 6 (2018)
Dusan Fister, Iztok Fister, Timotej Jagric, Iztok Fister Jr., Janez Brest
A novel self-adaptive differential evolution for feature selection using threshold mechanism. SSCI (2018)
Ales Zamuda, Janez Brest
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design. IWSSIP (2018)
Iztok Fister, Janez Brest, Andrés Iglesias, Iztok Fister Jr.
Framework for planning the training sessions in triathlon. GECCO (Companion) (2018)
Borko Boskovic, Janez Brest
Protein folding optimization using differential evolution extended with local search and component reinitialization. Inf. Sci. (2018)
Uros Mlakar, Iztok Fister Jr., Janez Brest, Iztok Fister
Hybrid Multi-objective PSO for Filter-Based Feature Selection. MENDEL (2017)
Borko Boskovic, Janez Brest
Clustering and differential evolution for multimodal optimization. CEC (2017)
Uros Mlakar, Iztok Fister Jr., Janez Brest, Bozidar Potocnik
Multi-Objective Differential Evolution for feature selection in Facial Expression Recognition systems. Expert Syst. Appl. 89 (2017)
Borko Boskovic, Janez Brest
Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization. CoRR (2017)
Iztok Fister Jr., Dusan Fister, Samo Rauter, Uros Mlakar, Janez Brest, Iztok Fister
Deep Analytics Based on Triathlon Athletes' Blogs and News. MENDEL (2017)
Borko Boskovic, Franc Brglez, Janez Brest
Low-autocorrelation binary sequences: On improved merit factors and runtime predictions to achieve them. Appl. Soft Comput. 56 (2017)
Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic
Single objective real-parameter optimization: Algorithm jSO. CEC (2017)
Iztok Fister Jr., Andrés Iglesias, Eneko Osaba, Uros Mlakar, Janez Brest, Iztok Fister
Adaptation of Sport Training Plans by Swarm Intelligence. MENDEL (2017)
Franc Brglez, Borko Boskovic, Janez Brest
On asymptotic complexity of the optimum Golomb ruler problem: From established stochastic methods to self-avoiding walks. CEC (2017)
Iztok Fister Jr., Dusan Fister, Suash Deb, Uros Mlakar, Janez Brest, Iztok Fister
Making up for the deficit in a marathon run. CoRR (2017)
Iztok Fister Jr., Janez Brest, Uros Mlakar, Iztok Fister
Towards the universal framework of stochastic nature-inspired population-based algorithms. SSCI (2016)
Uros Mlakar, Janez Brest, Iztok Fister Jr., Iztok Fister
A study of chaotic maps in differential evolution applied to gray-level image thresholding. SSCI (2016)
Drazen Bajer, Goran Martinovic, Janez Brest
A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates. Expert Syst. Appl. 60 (2016)
Borko Boskovic, Janez Brest
Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice. Appl. Soft Comput. 45 (2016)
Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic
iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization. CEC (2016)
Uros Mlakar, Bozidar Potocnik, Janez Brest
A hybrid differential evolution for optimal multilevel image thresholding. Expert Syst. Appl. 65 (2016)
Iztok Fister Jr., Xin-She Yang, Janez Brest, Dusan Fister, Iztok Fister
Analysis of randomisation methods in swarm intelligence. Int. J. Bio Inspired Comput. 7 (1) (2015)
Ales Zamuda, Janez Brest
Self-adaptive control parameters' randomization frequency and propagations in differential evolution. Swarm Evol. Comput. 25 (2015)
Iztok Fister, Janez Brest, Iztok Fister Jr., Xin-She Yang
Modified bat algorithm with quaternion representation. CEC (2015)
Iztok Fister Jr., Aleksandra Tepeh, Janez Brest, Iztok Fister
Population Size Reduction in Particle Swarm Optimization Using Product Graphs. MENDEL (2015)
Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic
Some Improvements of the Self-Adaptive jDE Algorithm. SDE (2014)
Jani Dugonik, Borko Boskovic, Mirjam Sepesy Maucec, Janez Brest
The usage of differential evolution in a statistical machine translation. SDE (2014)
Borko Boskovic, Franc Brglez, Janez Brest
Low-Autocorrelation Binary Sequences: on the Performance of Memetic-Tabu and Self-Avoiding Walk Solvers. CoRR (2014)
Ales Zamuda, Janez Brest
Vectorized procedural models for animated trees reconstruction using differential evolution. Inf. Sci. 278 (2014)
Marko Lesnik, Borko Boskovic, Janez Brest
Performance tuning of Java EE application servers with multi-objective differential evolution. SDE (2013)
Iztok Fister, Marjan Mernik, Janez Brest
Hybridization of Evolutionary Algorithms CoRR (2013)
Ales Zamuda, Janez Brest, Efrén Mezura-Montes
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization. IEEE Congress on Evolutionary Computation (2013)
Ales Zamuda, Janez Brest
Environmental framework to visualize emergent artificial forest ecosystems. Inf. Sci. 220 (2013)
Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Efrén Mezura-Montes
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies. IEEE Congress on Evolutionary Computation (2013)
Iztok Fister Jr., Iztok Fister, Janez Brest
Comparing various regression methods on ensemble strategies in differential evolution. CoRR (2013)
Iztok Fister, Xin-She Yang, Janez Brest, Iztok Fister Jr.
Modified firefly algorithm using quaternion representation. Expert Syst. Appl. 40 (18) (2013)
Iztok Fister, Iztok Fister Jr., Xin-She Yang, Janez Brest
A comprehensive review of firefly algorithms. CoRR (2013)
Iztok Fister Jr., Xin-She Yang, Iztok Fister, Janez Brest, Dusan Fister
A Brief Review of Nature-Inspired Algorithms for Optimization. CoRR (2013)
Janez Brest, Peter Korosec, Jurij Silc, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec
Differential evolution and differential ant-stigmergy on dynamic optimisation problems. Int. J. Syst. Sci. 44 (4) (2013)
Iztok Fister, Iztok Fister Jr., Xin-She Yang, Janez Brest
A comprehensive review of firefly algorithms. Swarm Evol. Comput. 13 (2013)
Iztok Fister, Iztok Fister Jr., Janez Brest, Viljem Zumer
Memetic artificial bee colony algorithm for large-scale global optimization. IEEE Congress on Evolutionary Computation (2012)
Iztok Fister, Janez Brest
Using Differential Evolution for the Graph Coloring. CoRR (2012)
Iztok Fister Jr., Iztok Fister, Janez Brest
A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring. ICAISC (SIDE-EC) (2012)
Iztok Fister, Iztok Fister Jr., Janez Brest, Viljem Zumer
Memetic Artificial Bee Colony Algorithm for Large-Scale Global Optimization CoRR (2012)
Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec
Self-adaptive differential evolution algorithm with a small and varying population size. IEEE Congress on Evolutionary Computation (2012)
Iztok Fister Jr., Iztok Fister, Janez Brest
A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring CoRR (2012)
Ales Zamuda, Janez Brest
Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges. ICAISC (SIDE-EC) (2012)
Ales Zamuda, Janez Brest
Tree model reconstruction innovization using multi-objective differential evolution. IEEE Congress on Evolutionary Computation (2012)
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
Differential evolution for parameterized procedural woody plant models reconstruction. Appl. Soft Comput. 11 (8) (2011)
Borko Boskovic, Janez Brest
Tuning Chess Evaluation Function Parameters using Differential Evolution Algorithm. Informatica (Slovenia) 35 (2) (2011)
Iztok Fister, Janez Brest
Using differential evolution for the graph coloring. SDE (2011)
Janez Brest, Mirjam Sepesy Maucec
Self-adaptive differential evolution algorithm using population size reduction and three strategies. Soft Comput. 15 (11) (2011)
Iztok Fister Jr., Iztok Fister, Marjan Mernik, Janez Brest
Design and implementation of domain-specific language easytime. Comput. Lang. Syst. Struct. 37 (4) (2011)
Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic, Mirjam Sepesy Maucec
Constrained real-parameter optimization using a Differential Evolution algorithm. SDE (2011)
Janez Brest, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec
Large scale global optimization using self-adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation (2010)
Borko Boskovic, Janez Brest, Ales Zamuda, Saso Greiner, Viljem Zumer
History mechanism supported differential evolution for chess evaluation function tuning. Soft Comput. 15 (4) (2010)
Janez Brest, Borko Boskovic, Viljem Zumer
An improved self-adaptive differential evolution algorithm in single objective constrained real-parameter optimization. IEEE Congress on Evolutionary Computation (2010)
Mirjam Sepesy Maucec, Janez Brest
Reduction of Morpho-Syntactic Features in Statistical Machine Translation of Highly Inflective Language. Informatica 21 (1) (2010)
Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer
Dynamic optimization using Self-Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation (2009)
Mirjam Sepesy Maucec, Tomaz Rotovnik, Zdravko Kacic, Janez Brest
Using Data-Driven Subword Units in Language Model of Highly Inflective Slovenian Language. Int. J. Pattern Recognit. Artif. Intell. 23 (2) (2009)
Saso Greiner, Janez Brest, Viljem Zumer
Zero - a blend of static typing and dynamic metaprogramming. Comput. Lang. Syst. Struct. 35 (3) (2009)
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization. IEEE Congress on Evolutionary Computation (2009)
Janez Brest, Mirjam Sepesy Maucec
Population size reduction for the differential evolution algorithm. Appl. Intell. 29 (3) (2008)
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
Large Scale Global Optimization using Differential Evolution with self-adaptation and cooperative co-evolution. IEEE Congress on Evolutionary Computation (2008)
Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer
High-dimensional real-parameter optimization using Self-Adaptive Differential Evolution algorithm with population size reduction. IEEE Congress on Evolutionary Computation (2008)
Mirjam Sepesy Maucec, Janez Brest
Statistical Machine Translation from Slovenian to English Using Reduced Morphology. LTC (2007)
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
Differential evolution for multiobjective optimization with self adaptation. IEEE Congress on Evolutionary Computation (2007)
Janez Brest, Borko Boskovic, Saso Greiner, Viljem Zumer, Mirjam Sepesy Maucec
Performance comparison of self-adaptive and adaptive differential evolution algorithms. Soft Comput. 11 (7) (2007)
Janez Brest, Viljem Zumer, Mirjam Sepesy Maucec
Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization. IEEE Congress on Evolutionary Computation (2006)
Janez Brest, Saso Greiner, Borko Boskovic, Marjan Mernik, Viljem Zumer
Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems. IEEE Trans. Evol. Comput. 10 (6) (2006)
Borko Boskovic, Saso Greiner, Janez Brest, Viljem Zumer
A Differential Evolution for the Tuning of a Chess Evaluation Function. IEEE Congress on Evolutionary Computation (2006)
Saso Greiner, Damijan Rebernak, Janez Brest, Viljem Zumer
- a tiny experimental language. ACM SIGPLAN Notices 40 (8) (2005)
Janez Brest, Viljem Zumer
A Heuristic Algorithm for the Static Scheduling on Multiprocessors. Applied Informatics (2003)
Janez Brest, Viljem Zumer
A List Scheduling Heuristic for Allocating the Task Graph to Multiprocessors. Informatica (Slovenia) 26 (4) (2002)
Vili Podgorelec, Janez Brest, Peter Kokol
medical decision support systems. Int. J. Medical Informatics 58 (2000)
Janez Brest, Viljem Zumer
A Performance Evaluation of List Scheduling Heuristics for Task Graphs without Communication Costs. ICPP Workshops (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Janez Brest