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Difference between revisions of "Aleš Zamuda"


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Revision as of 20:48, 28 January 2016

Habilitation: Assistant Professor

Level of education: Ph. D. (in Computer Science)

Membership in organizations: IEEE (CIS)

Room: F-203 (lab), F-204 (cabinet)

Phone: (+386 2) 220 7404

E-mail: ales.zamuda@um.si (pubkey)

Personal website: http://www.aleszamuda.si/

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Ales Zamuda received his B.Sc., M.Sc., and Ph.D. degrees in computer science from University of Maribor, Slovenia, in 2006, 2008, and 2012, respectively. As an affiliate of Faculty of Electrical Engineering and Computer Science at the University of Maribor he acts within research group Computer Architecture and Languages Laboratory and programme-funded unit Computer Systems, Methodologies, and Intelligent Services. His areas of interest include evolutionary algorithms, multicriterion optimization, artificial life, and computer animation. He has written over 30 scientific papers and among them several journal papers ranked in first quarter of computer science category such as Applied Soft Computing and Information Sciences and received several citations of his scientific works. He started programming in elementary school and since then won several national and international awards, such as international IEEE R8 SPC 2007 award for diploma work and from his dissertation, 2012 gold medal at international invention fair in Seoul. His biography is selected in Marquis Who is Who in the World and he is an IEEE and IEEE CIS member. He is also a regular reviewer for the IEEE Transactions on Evolutionary Computation and other prominent scientific journals. He has been a member of the program/technical committees of more than ten international conferences over the last few years including CEC since 2007 in Singapore.

(Curriculum vitae)
Doctoral dissertation
MSc thesis
BSc thesis
Bibliography

LinkedIn ID (add contact)
ResearchGate ID, ORCID ResearcherID, Scopus ID
Google Scholar ID: Citations

Research Highlights

Research topics:

Editorials (Guest Associate Editor)

(pdf) A. Zamuda, D. Hernandez (topic editors). Evolutionary Optimization and Robotics Intelligence. Frontiers in Robotics and AI, 2016, vol. Computational Intelligence section.

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(pdf) J. Šilc, A. Zamuda. Special Issue on "Bioinspired Optimization" (guest editors). Informatica - An International Journal of Computing and Informatics, 2015, vol. 39, no. 2, pp. 1-122.

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Major publications of scientific research

(pdf) A. Zamuda, J. D. Hernández Sosa, L. Adler. Constrained Differential Evolution Optimization for Underwater Glider Path Planning in Sub-mesoscale Eddy Sampling. Applied Soft Computing, Accepted 20 January 2016. DOI 10.1016/j.asoc.2016.01.038.

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(pdf) A. Zamuda, J. Brest. Self-adaptive control parameters' randomization frequency and propagations in differential evolution. Swarm and Evolutionary Computation, 2015, vol. 25, pp. 72-99. DOI 10.1016/j.swevo.2015.10.007.

SNIP=5.220, Special Issue on Recent Advances in Modern Nature-Inspired Algorithms (RAMONA)

FREE PDF LINK

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(pdf) A. Glotić, A. Zamuda. Short-term combined economic and emission hydrothermal optimization by surrogate differential evolution. Applied Energy, 1 March 2015, vol. 141, pp. 42-56. DOI 10.1016/j.apenergy.2014.12.020.

(JCR Impact Factor=5.613)

Featured article in REGinnovations

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(pdf) A. Zamuda, J. D. Hernández Sosa. Differential Evolution and Underwater Glider Path Planning Applied to the Short-Term Opportunistic Sampling of Dynamic Mesoscale Ocean Structures. Applied Soft Computing, November 2014, vol. 24, pp. 95–108. DOI 10.1016/j.asoc.2014.06.048.

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(pdf) A. Zamuda, J. Brest. Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution. Information Sciences, 2014, vol. 278, pp. 1-21. DOI 10.1016/j.ins.2014.04.037.

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(pdf) A. Zamuda, J. Brest. Environmental Framework to Visualize Emergent Artificial Forest Ecosystems. Information Sciences, 2013, vol. 220, pp. 522-540. DOI 10.1016/j.ins.2012.07.031.

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(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction. Applied Soft Computing, 2011, vol. 11, no. 8, pp. 4904-4912. DOI 10.1016/j.asoc.2011.06.009.

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(pdf) A. Zamuda, J. Brest. Tree Model Reconstruction Innovization Using Multi-objective Differential Evolution. 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, 2012, pp. 575-582.

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(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization. IEEE Congress on Evolutionary Computation (CEC) 2009, 2009, pp. 195-202.

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(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution. 2008 IEEE World Congress on Computational Intelligence, 2008, pp. 3719-3726.

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(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Differential Evolution for Multiobjective Optimization with Self Adaptation. The 2007 IEEE Congress on Evolutionary Computation CEC2007, 2007, pp. 3617-3624.

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(pdf) J. Brest, A. Zamuda, B. Bošković, V. Žumer. An Analysis of the Control Parameters’ Adaptation in DE. Advances in Differential Evolution, Studies in Computational Intelligence, (ISBN: 978-3-540-68827-3), Chakraborty, Uday K. (Ed.), 2008, vol. 143, pp. 89-110.

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(pdf) A. Zamuda, J. Brest, B. Bošković, V. Žumer. Študija samoprilagajanja krmilnih parametrov pri algoritmu DEMOwSA. Elektrotehniški vestnik, 2008, vol. 75, no. 4, pp. 223-228.

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(pdf) A. Zamuda, J. Brest, N. Guid, V. Žumer. Modelling, Simulation, and Visualization of Forest Ecosystems. The IEEE Region 8 EUROCON 2007: International conference on 'Computer as a tool', September 9-12, 2007, Warsaw, Poland, 2007, pp. 2600-2606.

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A. Zamuda. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction: PhD thesis. Faculty of Electrical Engineering and Computer Science, 2012.


More bibliography


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Past projects/hacks

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International travels

Events and other activities

Selected recommended scientific literature