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2020 – today
- 2024
[j45]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: 108921-108927 (2024)- [j44]Borko Boskovic, Janez Brest:
Two-phase optimization of binary sequences with low peak sidelobe level value. Expert Syst. Appl. 251: 124032 (2024) - [j43]Borko Boskovic, Jana Herzog, Janez Brest:
Parallel self-avoiding walks for a low-autocorrelation binary sequences problem. J. Comput. Sci. 77: 102260 (2024) - [i15]Blaz Psenicnik, Rene Mlinaric, Janez Brest, Borko Boskovic:
Dual-Step Optimization for Binary Sequences with High Merit Factors. CoRR abs/2409.07222 (2024) - 2023
- [j42]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: 469-490 (2023) - [c50]Jana Herzog, Janez Brest, Borko Boskovic:
A Comparison of the State-of-the-Art Evolutionary Algorithms with Different Stopping Conditions. IJCCI 2023: 222-229 - 2022
- [c49]Jana Herzog, Janez Brest, Borko Boskovic:
Performance Analysis of Selected Evolutionary Algorithms on Different Benchmark Functions. BIOMA 2022: 170-184 - [i14]Borko Boskovic, Jana Herzog, Janez Brest:
Parallel Self-Avoiding Walks for a Low-Autocorrelation Binary Sequences Problem. CoRR abs/2210.15962 (2022) - 2021
- [j41]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: 51166-51178 (2021) - [j40]Janez Brest, Borko Boskovic:
Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values. IEEE Access 9: 67713-67723 (2021) - [c48]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: 817-824 - [i13]Borko Boskovic, Janez Brest:
Two-phase Optimization of Binary Sequences with Low Peak Sidelobe Level Value. CoRR abs/2107.09801 (2021) - 2020
- [j39]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): 10799-10808 (2020) - [j38]Borko Boskovic, Janez Brest:
Two-phase protein folding optimization on a three-dimensional AB off-lattice model. Swarm Evol. Comput. 57: 100708 (2020) - [c47]Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic:
Differential Evolution Algorithm for Single Objective Bound-Constrained Optimization: Algorithm j2020. CEC 2020: 1-8 - [i12]Janez Brest, Borko Boskovic:
In Searching of Long Skew-symmetric Binary Sequences with High Merit Factors. CoRR abs/2011.00068 (2020)
2010 – 2019
- 2019
- [j37]Mirjam Sepesy Maucec, Janez Brest:
Slavic languages in phrase-based statistical machine translation: a survey. Artif. Intell. Rev. 51(1): 77-117 (2019) - [j36]Jani Dugonik, Borko Boskovic, Janez Brest, Mirjam Sepesy Maucec:
Improving Statistical Machine Translation Quality Using Differential Evolution. Informatica 30(4): 629-645 (2019) - [j35]Janez Brest, Ferrante Neri:
Editorial of the special issue on differential evolution. Swarm Evol. Comput. 50 (2019) - [j34]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) - [c46]Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic:
The 100-Digit Challenge: Algorithm jDE100. CEC 2019: 19-26 - [c45]Amina Alic, Klemen Berkovic, Borko Boskovic, Janez Brest:
Population Size in Differential Evolution. SEMCCO/FANCCO 2019: 21-30 - [c44]Dusan Fister, Iztok Fister, Timotej Jagric, Iztok Fister Jr., Janez Brest:
Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution. SEMCCO/FANCCO 2019: 135-154 - [i11]Borko Boskovic, Janez Brest:
Two-level protein folding optimization on a three-dimensional AB off-lattice model. CoRR abs/1903.01456 (2019) - 2018
- [j33]Janez Brest, Borko Boskovic:
A Heuristic Algorithm for a Low Autocorrelation Binary Sequence Problem With Odd Length and High Merit Factor. IEEE Access 6: 4127-4134 (2018) - [j32]Mirjam Sepesy Maucec, Janez Brest, Borko Boskovic, Zdravko Kacic:
Improved Differential Evolution for Large-Scale Black-Box Optimization. IEEE Access 6: 29516-29531 (2018) - [j31]Borko Boskovic, Janez Brest:
Protein folding optimization using differential evolution extended with local search and component reinitialization. Inf. Sci. 454-455: 178-199 (2018) - [c43]Iztok Fister, Janez Brest, Andrés Iglesias, Iztok Fister Jr.:
Framework for planning the training sessions in triathlon. GECCO (Companion) 2018: 1829-1834 - [c42]Ales Zamuda, Janez Brest:
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design. IWSSIP 2018: 1-5 - [c41]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: 17-24 - 2017
- [j30]Borko Boskovic, Franc Brglez, Janez Brest:
Low-autocorrelation binary sequences: On improved merit factors and runtime predictions to achieve them. Appl. Soft Comput. 56: 262-285 (2017) - [j29]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: 129-137 (2017) - [c40]Borko Boskovic, Janez Brest:
Clustering and differential evolution for multimodal optimization. CEC 2017: 698-705 - [c39]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: 1000-1007 - [c38]Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic:
Single objective real-parameter optimization: Algorithm jSO. CEC 2017: 1311-1318 - [c37]Iztok Fister Jr., Andrés Iglesias, Eneko Osaba, Uros Mlakar, Janez Brest, Iztok Fister:
Adaptation of Sport Training Plans by Swarm Intelligence. MENDEL 2017: 56-67 - [c36]Uros Mlakar, Iztok Fister Jr., Janez Brest, Iztok Fister:
Hybrid Multi-objective PSO for Filter-Based Feature Selection. MENDEL 2017: 113-123 - [c35]Iztok Fister Jr., Dusan Fister, Samo Rauter, Uros Mlakar, Janez Brest, Iztok Fister:
Deep Analytics Based on Triathlon Athletes' Blogs and News. MENDEL 2017: 279-289 - [i10]Iztok Fister Jr., Dusan Fister, Suash Deb, Uros Mlakar, Janez Brest, Iztok Fister:
Making up for the deficit in a marathon run. CoRR abs/1705.03302 (2017) - [i9]Borko Boskovic, Janez Brest:
Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization. CoRR abs/1710.07031 (2017) - 2016
- [j28]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: 61-70 (2016) - [j27]Drazen Bajer, Goran Martinovic, Janez Brest:
A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates. Expert Syst. Appl. 60: 294-310 (2016) - [j26]Uros Mlakar, Bozidar Potocnik, Janez Brest:
A hybrid differential evolution for optimal multilevel image thresholding. Expert Syst. Appl. 65: 221-232 (2016) - [c34]Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic:
iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization. CEC 2016: 1188-1195 - [c33]Iztok Fister Jr., Janez Brest, Uros Mlakar, Iztok Fister:
Towards the universal framework of stochastic nature-inspired population-based algorithms. SSCI 2016: 1-8 - [c32]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: 1-8 - 2015
- [j25]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): 36-49 (2015) - [j24]Ales Zamuda, Janez Brest:
Self-adaptive control parameters' randomization frequency and propagations in differential evolution. Swarm Evol. Comput. 25: 72-99 (2015) - [c31]Iztok Fister, Janez Brest, Iztok Fister Jr., Xin-She Yang:
Modified bat algorithm with quaternion representation. CEC 2015: 491-498 - [c30]Iztok Fister Jr., Aleksandra Tepeh, Janez Brest, Iztok Fister:
Population Size Reduction in Particle Swarm Optimization Using Product Graphs. MENDEL 2015: 77-87 - 2014
- [j23]Ales Zamuda, Janez Brest:
Vectorized procedural models for animated trees reconstruction using differential evolution. Inf. Sci. 278: 1-21 (2014) - [c29]Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic:
Some Improvements of the Self-Adaptive jDE Algorithm. SDE 2014: 73-80 - [c28]Jani Dugonik, Borko Boskovic, Mirjam Sepesy Maucec, Janez Brest:
The usage of differential evolution in a statistical machine translation. SDE 2014: 89-96 - [i8]Borko Boskovic, Franc Brglez, Janez Brest:
Low-Autocorrelation Binary Sequences: on the Performance of Memetic-Tabu and Self-Avoiding Walk Solvers. CoRR abs/1406.5301 (2014) - 2013
- [j22]Iztok Fister, Xin-She Yang, Janez Brest, Iztok Fister Jr.:
Modified firefly algorithm using quaternion representation. Expert Syst. Appl. 40(18): 7220-7230 (2013) - [j21]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): 663-679 (2013) - [j20]Ales Zamuda, Janez Brest:
Environmental framework to visualize emergent artificial forest ecosystems. Inf. Sci. 220: 522-540 (2013) - [j19]Iztok Fister, Iztok Fister Jr., Xin-She Yang, Janez Brest:
A comprehensive review of firefly algorithms. Swarm Evol. Comput. 13: 34-46 (2013) - [c27]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: 377-383 - [c26]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: 1925-1931 - [c25]Marko Lesnik, Borko Boskovic, Janez Brest:
Performance tuning of Java EE application servers with multi-objective differential evolution. SDE 2013: 69-76 - [e1]Janez Brest, Swagatam Das, Ferrante Neri, Ponnuthurai N. Suganthan:
2013 IEEE Symposium on Differential Evolution, SDE 2013, Singapore, Singapore, April 16-19, 2013. IEEE 2013, ISBN 978-1-4673-5873-6 [contents] - [i7]Iztok Fister, Marjan Mernik, Janez Brest:
Hybridization of Evolutionary Algorithms. CoRR abs/1301.0929 (2013) - [i6]Iztok Fister Jr., Iztok Fister, Janez Brest:
Comparing various regression methods on ensemble strategies in differential evolution. CoRR abs/1307.0841 (2013) - [i5]Iztok Fister Jr., Xin-She Yang, Iztok Fister, Janez Brest, Dusan Fister:
A Brief Review of Nature-Inspired Algorithms for Optimization. CoRR abs/1307.4186 (2013) - [i4]Iztok Fister, Iztok Fister Jr., Xin-She Yang, Janez Brest:
A comprehensive review of firefly algorithms. CoRR abs/1312.6609 (2013) - 2012
- [c24]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: 1-8 - [c23]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: 1-8 - [c22]Ales Zamuda, Janez Brest:
Tree model reconstruction innovization using multi-objective differential evolution. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c21]Iztok Fister Jr., Iztok Fister, Janez Brest:
A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring. ICAISC (SIDE-EC) 2012: 66-74 - [c20]Ales Zamuda, Janez Brest:
Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges. ICAISC (SIDE-EC) 2012: 154-161 - [i3]Iztok Fister Jr., Iztok Fister, Janez Brest:
A Hybrid Artificial Bee Colony Algorithm for Graph 3-Coloring. CoRR abs/1206.1012 (2012) - [i2]Iztok Fister, Iztok Fister Jr., Janez Brest, Viljem Zumer:
Memetic Artificial Bee Colony Algorithm for Large-Scale Global Optimization. CoRR abs/1206.1074 (2012) - [i1]Iztok Fister, Janez Brest:
Using Differential Evolution for the Graph Coloring. CoRR abs/1211.7200 (2012) - 2011
- [j18]Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer:
Differential evolution for parameterized procedural woody plant models reconstruction. Appl. Soft Comput. 11(8): 4904-4912 (2011) - [j17]Iztok Fister Jr., Iztok Fister, Marjan Mernik, Janez Brest:
Design and implementation of domain-specific language easytime. Comput. Lang. Syst. Struct. 37(4): 151-167 (2011) - [j16]Borko Boskovic, Janez Brest:
Tuning Chess Evaluation Function Parameters using Differential Evolution Algorithm. Informatica (Slovenia) 35(2): 283-284 (2011) - [j15]Janez Brest, Mirjam Sepesy Maucec:
Self-adaptive differential evolution algorithm using population size reduction and three strategies. Soft Comput. 15(11): 2157-2174 (2011) - [c19]Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic, Mirjam Sepesy Maucec:
Constrained real-parameter optimization using a Differential Evolution algorithm. SDE 2011: 9-16 - [c18]Iztok Fister, Janez Brest:
Using differential evolution for the graph coloring. SDE 2011: 150-156 - 2010
- [j14]Mirjam Sepesy Maucec, Janez Brest:
Reduction of Morpho-Syntactic Features in Statistical Machine Translation of Highly Inflective Language. Informatica 21(1): 95-116 (2010) - [j13]Borko Boskovic, Janez Brest, Ales Zamuda, Saso Greiner, Viljem Zumer:
History mechanism supported differential evolution for chess evaluation function tuning. Soft Comput. 15(4): 667-683 (2010) - [c17]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: 1-8 - [c16]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: 1-8
2000 – 2009
- 2009
- [j12]Saso Greiner, Janez Brest, Viljem Zumer:
Zero - a blend of static typing and dynamic metaprogramming. Comput. Lang. Syst. Struct. 35(3): 241-251 (2009) - [j11]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): 287-312 (2009) - [c15]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: 195-202 - [c14]Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer:
Dynamic optimization using Self-Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation 2009: 415-422 - [r1]Janez Brest:
Differential Evolution with Self-Adaptation. Encyclopedia of Artificial Intelligence 2009: 488-493 - 2008
- [j10]Janez Brest, Mirjam Sepesy Maucec:
Population size reduction for the differential evolution algorithm. Appl. Intell. 29(3): 228-247 (2008) - [c13]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: 2032-2039 - [c12]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: 3718-3725 - 2007
- [j9]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): 617-629 (2007) - [c11]Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer:
Differential evolution for multiobjective optimization with self adaptation. IEEE Congress on Evolutionary Computation 2007: 3617-3624 - [c10]Mirjam Sepesy Maucec, Janez Brest:
Statistical Machine Translation from Slovenian to English Using Reduced Morphology. LTC 2007: 451-460 - 2006
- [j8]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): 646-657 (2006) - [c9]Janez Brest, Viljem Zumer, Mirjam Sepesy Maucec:
Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization. IEEE Congress on Evolutionary Computation 2006: 215-222 - [c8]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: 1851-1856 - 2005
- [j7]Saso Greiner, Damijan Rebernak, Janez Brest, Viljem Zumer:
Z0 - a tiny experimental language. ACM SIGPLAN Notices 40(8): 19-28 (2005) - 2003
- [c7]Janez Brest, Viljem Zumer:
A Heuristic Algorithm for the Static Scheduling on Multiprocessors. Applied Informatics 2003: 707-712 - 2002
- [j6]Janez Brest, Viljem Zumer:
A List Scheduling Heuristic for Allocating the Task Graph to Multiprocessors. Informatica (Slovenia) 26(4) (2002) - 2000
- [j5]Vili Podgorelec, Janez Brest, Peter Kokol:
Power of heterogeneous computing as a vehicle for implementing E3 medical decision support systems. Int. J. Medical Informatics 58: 179-190 (2000) - [c6]Janez Brest, Viljem Zumer:
A Performance Evaluation of List Scheduling Heuristics for Task Graphs without Communication Costs. ICPP Workshops 2000: 421-428 - [c5]Janez Brest, Aleksander Vreze, Viljem Zumer:
A Sorting Algorithm on a PC Cluster. SAC (2) 2000: 710-715
1990 – 1999
- 1999
- [c4]Janez Brest, Viljem Zumer, Milan Ojstersek:
Dynamic Scheduling on a Network Heterogeneous Computer System. ACPC 1999: 584-585 - [c3]Vili Podgorelec, Janez Brest, Peter Kokol:
Power of Heterogeneous Computing as a Vehicle for Implementing E$^{\3}$ Medical Decision Support Systems. MIE 1999: 703-708 - [c2]Janez Brest, Viljem Zumer, Milan Ojstersek:
Dynamic Scheduling on a PC Cluster. SAC 1999: 496-500 - 1998
- [j4]Peter Kokol, Janez Brest:
Fractal Structure of Random Programs. ACM SIGPLAN Notices 33(6): 33-38 (1998) - [j3]Peter Kokol, Janez Brest, Milan Zorman, Vili Podgorelec:
Integration of complexity metrics with the use of decision trees. ACM SIGSOFT Softw. Eng. Notes 23(1): 56-58 (1998) - [c1]Milan Zorman, Peter Kokol, Vili Podgorelec, Milan Ojstersek, Janez Brest:
Evaluation of World Wide Web Sites Using Neural Networks and Fractal Metrics. NC 1998: 944-948 - 1996
- [j2]Peter Kokol, Janez Brest, Viljem Zumer:
Software Complexity - An Alternative View. ACM SIGPLAN Notices 31(2): 35-41 (1996) - 1995
- [j1]Peter Kokol, Viljem Zumer, Janez Brest, Marjan Mernik:
PROMIS: A Software Metrics Tool Generator. ACM SIGPLAN Notices 30(5): 37-42 (1995)
Coauthor Index
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