Bibliografski izbirni seznam
Slike simbolizirajo raziskovalno delo laboratorija in so ustvarjene s pomočjo AI
Bibliografija
Bibliografsko iskanje
Raziskovalna dejavnost
2019
Vizualizacija zvijanja proteinov in reševanja problema LABS Journal Article
In: Zbornik povzetkov slovenskih delavnic „Algoritmi po vzorih iz narave“ v študijskem letu 2018/2019, pp. 7, 2019.
Distance based parameter adaptation for Success-History based Differential Evolution Journal Article
In: Swarm and Evolutionary Computation, vol. 50, 2019.
In: Swarm and Evolutionary Computation, vol. 50, pp. 100428, 2019.
Improving statistical machine translation quality using differential evolution Journal Article
In: Informatica, vol. 30, no. 4, pp. 629–645, 2019.
Comparison of clustering optimization for classification with PSO algorithms Proceedings Article
In: Computer Science Research Conference, 2019.
Izboljšanje zaznave sovražnega in zlonamernega govora s pomočjo slovarja besed Proceedings Article
In: Fister, Iztok (Ed.): Proceedings of the 2019 6th Student Computer Science Research Conference – StuCoSReC, 2019.
Nadgradnja algoritma FLORS za besednovrstno označevanje slovenskih besedil Proceedings Article
In: Fister, Iztok (Ed.): Proceedings of the 2019 6th Student Computer Science Research Conference – StuCoSReC, pp. 91-99, 2019.
Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical Optimization Proceedings Article
In: pp. 366 – 371, 2019.
The 100-digit challenge: Algorithm jDE100 Proceedings Article
In: 2019 IEEE congress on evolutionary computation (CEC), pp. 19–26, IEEE 2019.
Hot off the press in expert systems on underwater robotic missions: Success history applied to differential evolution for underwater glider path planning Proceedings Article
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 39 – 40, 2019.
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 11 – 12, 2019.
Binary 100-digit challenge using IEEE-754 coded numerical optimization scenarios (100b-digit) and V-shape binary distance-based success history differential evolution (DISHv) Proceedings Article
In: pp. 1821 – 1828, 2019.
DISH Algorithm Solving the CEC 2019 100-Digit Challenge Proceedings Article
In: pp. 1 – 6, IEEE 2019.
Success history applied to expert system for underwater glider path planning using differential evolution Journal Article
In: Expert Systems with Applications, vol. 119, pp. 155 – 170, 2019.
Towards human cell simulation Book Chapter
In: High-Performance Modelling and Simulation for Big Data Applications: Selected Results of the COST Action IC1406 cHiPSet, vol. 11400, pp. 221 – 249, Springer, 2019.
In: vol. 11400, pp. 325 – 349, Springer, 2019.
Differential Evolution and Large-Scale Optimization Applications Journal Article
In: IGI Global, InfoSci-Videos, 2019.
Analiza algoritma jDE100 za enokriterijsko globalno optimizacijo z realnimi vrednostmi Proceedings Article
In: Proceedings of the Twenty-eight International Electrotechnical and Computer Science Conference ERK 2019, pp. 215-218, Slovenian Section IEEE, 2019, ISSN: 2591-0442.
2018
Razpoznavanje literature v dokumentih in določanje njihovih sklicev v besedilu Proceedings Article
In: Fister, Iztok; Brodnik, Andrej (Ed.): Proceedings of the 2018 5th Student Computer Science Research Conference – StuCoSReC, pp. 15-19, 2018.
Named entity recognition and classification using artificial neural network Proceedings Article
In: Fister, Iztok; Brodnik, Andrej (Ed.): Proceedings of the 2018 5th Student Computer Science Research Conference – StuCoSReC, pp. 65-70, 2018.
Klasifikacija samomorilskih pisem Proceedings Article
In: Fister, Iztok; Brodnik, Andrej (Ed.): Proceedings of the 2018 5th Student Computer Science Research Conference – StuCoSReC, pp. 21-25, 2018.
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design Proceedings Article
In: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1-5, 2018.
A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking Proceedings Article
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2018), pp. 1777-1782, 2018.
Protein folding optimization using differential evolution extended with local search and component reinitialization Journal Article
In: Information Sciences, vol. 454, pp. 178–199, 2018.
Differential Evolution and Systems, Signals, and Image Processing – Tutorial Proceedings Article
In: 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP), pp. 1-28, 2018.
A heuristic algorithm for a low autocorrelation binary sequence problem with odd length and high merit factor Journal Article
In: IEEE Access, vol. 6, pp. 4127–4134, 2018.
Differential Evolution for Evolutionary Computation Challenges: examples from tree growth, energy scheduling, and deep ocean underwater robotics – Tutorial Proceedings Article
In: 24th International Conference on Soft Computing, pp. 1-1, 2018.
Načrtovanje poprocesorja za pretvorbo NC/ISO G-kode v translacije za 3/5 osnega robota ACMA ABB XR701 Proceedings Article
In: pp. 27–33, University of Primorska Press, 2018, (Nasl. z nasl. zaslona).
2017
Multi-objective differential evolution for feature selection in facial expression recognition systems Journal Article
In: Expert Systems with Applications, vol. 89, pp. 129–137, 2017.
Stability selection using a genetic algorithm and logistic linear regression on healthcare records Proceedings Article
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO 2017), pp. 143-144, 2017.
Adaptive Constraint Handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization Proceedings Article
In: Proceedings of the 2017 IEEE Congress on Evolutionary Computation, pp. 2443–2450, 2017.
Single objective real-parameter optimization: Algorithm jSO Proceedings Article
In: 2017 IEEE congress on evolutionary computation (CEC), pp. 1311–1318, IEEE 2017.
Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them Journal Article
In: Appl. Soft Comput., vol. 56, pp. 262–285, 2017.
Steady success clusters in Differential Evolution Proceedings Article
In: pp. 1–8, IEEE 2017.
Success Clusters in Differential Evolution Proceedings Article
In: IEEE SSCI2016 Symposium Series on Computational Intelligence, December 6-9, 2016, Athens, Greece, 2017.
Distance based parameter adaptation for differential evolution Proceedings Article
In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 2017, ISBN: 978-1-5386-2726-6.
Insight into Parameter Control During Evolution Journal Article
In: AVN – Algoritmi po vzorih iz narave, Ljubljana, pp. 16, 2017.
2016
A hybrid differential evolution for optimal multilevel image thresholding Journal Article
In: Expert Systems with Applications, vol. 65, pp. 221–232, 2016.
iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization Proceedings Article
In: 2016 IEEE congress on evolutionary computation (CEC), pp. 1188–1195, IEEE 2016.
Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2016, pp. 2618-2625, 2016.
Improving Constrained Glider Trajectories for Ocean Eddy Border Sampling within Extended Mission Planning Time Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2016, pp. 1727-1734, 2016.
Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model Journal Article
In: Journal of molecular modeling, vol. 22, pp. 1–15, 2016.
Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes Journal Article
In: Informatica – An International Journal of Computing and Informatics, vol. 39, iss. 2, pp. 105-113, 2016.
Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice Journal Article
In: Applied Soft Computing, vol. 45, pp. 61–70, 2016.
Constrained Differential Evolution Optimization for Underwater Glider Path Planning in Sub-mesoscale Eddy Sampling Journal Article
In: Applied Soft Computing, vol. 42, pp. 93-118, 2016.
Hybrid societies: Challenges and perspectives in the design of collective behavior in self-organizing systems Journal Article
In: Frontiers Robotics AI, vol. 3, no. APR, pp. 14, 2016.
Razpletanje sej spletnega strežnika PhD Thesis
Univerza v Ljubljani, 2016.
2015
Underwater glider path planning and population size reduction in differential evolution Proceedings Article
In: International Conference on Computer Aided Systems Theory, pp. 853 – 860, Springer 2015.
Self-adaptive control parameters' randomization frequency and propagations in differential evolution Journal Article
In: Swarm and Evolutionary Computation, vol. 25, pp. 72-99, 2015.
Analiza sentimenta z uporabo emotikov in besednih zvez Proceedings Article
In: Vinkler, Jonatan; Fister, Iztok; Brodnik, Andrej (Ed.): Proceedings of the 2015 2nd Student Computer Science Research Conference – StuCoSReC, pp. 19-23, 2015.