Aleš Zamuda
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/ | ![]() |
(Curriculum vitae) |
LinkedIn ID (add contact) |
Research Highlights
Research topics:
- Multiobjective optimization and evolutionary algorithms
- Artificial life and computer animation (programme EcoMod)
- Tree modeling: 3D morphologic reconstruction, evolutionary computer vision
- Oceanography and robotics: navigation for robotic underwater glider
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. Extended deadline: 25 May 2016 |
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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, 2016, vol. 42, pp. 93-118. 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) |
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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) |
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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.
- gold medal at International invention fair SIIF 2012
- most important scientific result of year 2011 in national research programme P2-0041 Computer Systems, Methodologies, and Intelligent Services
- University of Maribor award for research work (Andrej Perlach's award) - at Rector's Day of University of Maribor '08 (ratification),
- faculty awards for research work - at Day of faculty 2006 (ratification), Day of faculty 2007 (ratification) and Day of FERI 2008 (4.12.2008),
- vice champion (2nd place) of the Student Paper Competition of the IEEE Region 8, which was held at the conference EUROCON 2007 in Poland, between 9th and 12th Sept. 2007 (certificate),
- ranking at IEEE CEC world competitions on performance assessment of evolutionary algorithms (Top 5, several times 2007-2010),
- victory at competition of student papers ERK '06 (certificate) and then invitation (2 March 2007) to compete with the 5 best papers on the Student Paper Competition of the IEEE Region 8 (Europe, Africa, Middle East), which was held in Poland, between 9th and 12th Sept. 2007 (IEEE site news),
- memorial gift of MVZT minister for visible results on international competitions, at reception for students, university and faculty leaders and public research institutions,
- first award and golden plaque at competition for most inventive and business oriented project Eureka! mladi 2008, Ljubljana, 22. 10. 2008.
More bibliography
- bibliography accessible with the system COBISS
- selected papers accessible from common archive of LabRAJ bibliography; send me any request for paper to email
- citations in Engineering Village and Google Scholar
- researcher profile at SICRIS and evaluation of bibliographic indicators of research efficiency with ARRS method
- biography at Marquis Who's Who in the World
Service to the profession
- member of the IEEE Computational Intelligence Society
- member of Slovenian group on nature inspired algorithms and Slovenian Artificial Intelligence Society
- reviewer for scientific journals, mostly with great SCI factor:
- Applied soft computing. Zamuda, Aleš (reviewer 2013-2016). Amsterdam: Elsevier, 2001-. ISSN 1568-4946. 16080679 COBISS.SI-ID 16080679
- Engineering applications of artificial intelligence. Zamuda, Aleš (reviewer 2010, 2011, 2015-2016). [Print ed.]. Swansea: Pineridge Press, 1988-. ISSN 0952-1976. 25396224 COBISS.SI-ID 25396224
- IEEE transactions on evolutionary computation. Zamuda, Aleš (reviewer 2007-2016). [Print ed.]. New York: Institute of Electrical and Electronics Engineers, 1997-. ISSN 1089-778X. 16940805 COBISS.SI-ID 16940805
- Natural computing. Zamuda, Aleš (reviewer 2015-2016). Dordrecht; Boston; London: Kluwer Academic Publishers. ISSN 1567-7818. 512120857 COBISS.SI-ID 512120857
- Neural computing & applications. Zamuda, Aleš (reviewer 2014, 2016). London: Springer, 1993-. ISSN 0941-0643. 1607958 COBISS.SI-ID 1607958
- Neurocomputing. Zamuda, Aleš (reviewer 2016). [Print ed.]. Amsterdam: Elsevier, 1989-. ISSN 0925-2312. http://www.journals.elsevier.com/neurocomputing/. 172315 COBISS.SI-ID 172315
- Swarm and evolutionary computation. Zamuda, Aleš (reviewer 2011-2016). Amsterdam: Elsevier. ISSN 2210-6502. 16140310 COBISS.SI-ID 16140310
- Applied energy. Zamuda, Aleš (reviewer 2015). London: Applied Science Publishers, 1975-. ISSN 0306-2619. 5134599 COBISS.SI-ID 5134599
- Applied mathematical modelling. Zamuda, Aleš (reviewer 2015). [Print ed.]. Guildford, Surrey: Butterworth Scientific Ltd, 1976-. ISSN 0307-904X. 24983552 COBISS.SI-ID 24983552
- IEEE transactions on cybernetics. Zamuda, Aleš (reviewer 2013-2015). [Print ed.]. New York (NY): Institute of Electrical and Electronics Engineers, 2013-. ISSN 2168-2267. http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6221036. 519112729 COBISS.SI-ID 519112729
- Information sciences. Zamuda, Aleš (reviewer 2011-2015). [Print ed.]. New York: North-Holland, 1968-. ISSN 0020-0255. 25613056 COBISS.SI-ID 25613056
- International Journal of Biodeversity and Conservation. Zamuda, Aleš (reviewer 2014-2015). [Online ed.]. Lagos: Academic Journals, 2009-. ISSN 2141-243X. http://www.academicjournals.org/IJBC. 17688342 COBISS.SI-ID 17688342
- Mathematical problems in engineering. Zamuda, Aleš (reviewer 2015). [Print ed.]. New York: Hindawi Publishing Corporation, 1995-. ISSN 1024-123X. http://www.hindawi.com/journals/mpe/contents/. 12769113 COBISS.SI-ID 12769113
- Remote sensing. Zamuda, Aleš (reviewer 2015). [Online ed.]. Basel: Molecular Diversity Preservation International, 2009-. ISSN 2072-4292. 32345133 COBISS.SI-ID 32345133
- Soft computing. Zamuda, Aleš (reviewer 2013, 2015). [Print ed.]. Heidelberg: Springer, 1997-. ISSN 1432-7643. 11144982 COBISS.SI-ID 11144982
- African journal of business management. Zamuda, Aleš (reviewer 2014). [Nairobi]: Academic Journals, 2006-. ISSN 1993-8233. http://www.academicjournals.org/ajbm. 13846550 COBISS.SI-ID 13846550
- Applied mathematics and computation. Zamuda, Aleš (reviewer 2014). [Print ed.]. New York: Elsevier, 1975-. ISSN 0096-3003. 24983808 COBISS.SI-ID 24983808
- Computational optimization and applications. Zamuda, Aleš (reviewer 2013-2014). [Print ed.]. Dordrecht: Kluwer Academic Publishers, 1992-. ISSN 0926-6003. http://www.springer.com/mathematics/journal/10589. 2714713 COBISS.SI-ID 2714713
- Indian Journal of Engineering & Materials Sciences. Zamuda, Aleš (reviewer 2014). New Delhi: National Institute of Science Communication, CSIR. ISSN 0971-4588. 11290390 COBISS.SI-ID 11290390
- Informatica. Zamuda, Aleš (reviewer 2010, 2011, 2014). Ljubljana: Slovene Society Informatika, 1977-. ISSN 0350-5596. http://www.informatica.si/. 746244 COBISS.SI-ID 746244
- Journal of algorithms and optimization. Zamuda, Aleš (reviewer 2014). [Print ed.]. Hong Kong: World Academic Publishing, 2013-. ISSN 2312-7767. http://www.academicpub.org/jao/. 18222358 COBISS.SI-ID 18222358
- Journal of Applied Mathematics. Zamuda, Aleš (reviewer 2014). Cairo: Electronic Publishing House. ISSN 1110-757X. 12354137 COBISS.SI-ID 12354137
- Journal of computers. Zamuda, Aleš (reviewer 2014). Oulu: 2006-. ISSN 1796-203X. http://academypublisher.com/jcp/. 21351719 COBISS.SI-ID 21351719
- Journal of Ecology and the Natural Environment. Zamuda, Aleš (reviewer 2014). Delta: New Ogorode Road. ISSN 2006-9847. 17998870 COBISS.SI-ID 17998870
- European journal of operational research. Zamuda, Aleš (reviewer 2013). [Print ed.]. Amsterdam: North-Holland, 1977-. ISSN 0377-2217. 25430272 COBISS.SI-ID 25430272
- IEEE transactions on industrial electronics. Zamuda, Aleš (reviewer 2009, 2013). [Print ed.]. New York: Institute of Electrical and Electronics Engineers, 1982-. ISSN 0278-0046. 8726789 COBISS.SI-ID 8726789
- IEEE transactions on systems, man and cybernetics. Part B. Cybernetics. Zamuda, Aleš (reviewer 2009, 2010, 2012, 2013). [Print ed.]. New York (NY): Institute of Electrical and Electronics Engineers, 1996-2012. ISSN 1083-4419. http://ieeexplore.ieee.org/servlet/opac?punumber=3477. 16640005 COBISS.SI-ID 16640005
- IEEE computational intelligence magazine. Zamuda, Aleš (reviewer 2012). [Print ed.]. New York (NY): IEEE, 2006-. ISSN 1556-603X. http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=10207. 56338177 COBISS.SI-ID 56338177
- Journal of software engineering and applications. Zamuda, Aleš (reviewer 2012). [Petaluma, CA]: Scientific Research Publishing, Inc., 2008-. ISSN 1945-3116. 515574041 COBISS.SI-ID 515574041
- Memetic computing. Zamuda, Aleš (reviewer 2012). Heidelberg; Berlin: Springer. ISSN 1865-9292. http://www.springerlink.com/content/121309. 518445081 COBISS.SI-ID 518445081
- International Journal of Systems Science. Zamuda, Aleš (reviewer 2010, 2011). London: Taylor & Francis. ISSN 0020-7721. 25657856 COBISS.SI-ID 25657856
- Journal of industrial and management optimization. Zamuda, Aleš (reviewer 2008). Springfield, Mo.: American Institute of Mathematical Sciences, 2005-. ISSN 1547-5816. 12967190 COBISS.SI-ID 12967190
- reviewer for international scientific Congresses on Evolutionary Computation, member of program committees
- The second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), December 16-19, Technopark, Trivandrum, India
- 2015 Advanced Research in Material Sciences, Manufacturing, Mechanical and Mechatronic Engineering Technology International Conference, 2-4 June 2015, Bali, Indonesia
- 2015 International Conference on Computer Science and Software Engineering (ICCSSE2015), May 17-18, 2015, Beijing, China
- 2015 International Conference on Energy and Environmental Systems Engineering (EESE2015), ay 17-18, 2015, Beijing, China
- 11th International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN-2015), University of Strathclyde, Glasgow (UK), 14-16 September, 2015, Technical Advisory Panel member
- Symposium on Enabling an Intelligent Planet via Informatics and Cybernetics: Summer IPIC 2015, The 19th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2015, July 12 - 15, 2015 – Orlando, Florida, USA
- International Conference on Computing in Mechanical Engineering (ICCME 2015)
- International Conference on Food and Biosystems Engineering (FaBE) 2015
- IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (IEEE SPICES) 2015, Kozhikode, India
- IEEE SSCI 2014, Orlando, Florida, ZDA
- BIOMA 2014 (The International Student Workshop on Bioinspired Optimization Methods and their Applications), Ljubljana, Slovenia (part of PPSN 2014), member of organizing committee, chair
- FUTURE COMPUTING 2015, The Seventh International Conference on Future Computational Technologies and Applications, March 22 - 27, 2015 - Nice, France
- FUTURE COMPUTING 2014, The Sixth International Conference on Future Computational Technologies and Applications, May 25 - 29, 2014, Venice, Italy
- PPSN 2014, 13th International Conference on Parallel Problem Solving from Nature, September 13-17, 2014, Ljubljana, Slovenia
- International Conference on Advances in Computing, Communications and Informatics (ICACCI) 2015, 10. - 13. avgust 2015, Kochi, Kerala, India
- International Conference on Advances in Computing, Communications and Informatics (ICACCI) 2014, 24.-27. september, Delhi, India - PC member
- IACIET-2014, International Academic Conference on Innovation Engineering & Technology” (IACIET-2014), 26-27 September, 2014, Jaipur, India
- 14th International Conference on Artificial Intelligence and Soft Computing ICAISC 2015, Zakopane, Poland
- 13th International Conference on Artificial Intelligence and Soft Computing ICAISC 2014, Zakopane, Poland
- 2nd ScienceOne International Conference on Information Technology ---- ICIT 2014, Dubai, U.A.E
- 2013 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2013) Symposium on Differential Evolution (SDE)
- 11th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2012) Symposium on Swarm Intelligence and Differential Evolution (SIDE), Zakopane,
- IEEE SSCI 2011 Symposium on Differential Evolution (SDE), Paris,
- CEC 2011 (New Orleans, ZDA),
- WCCI 2010 (Barcelona),
- IEEE CEC 2009 (Trondheim),
- IEEE WCCI 2008 (Hong Kong), and
- IEEE CEC2007 (Singapore)
- other expertises
- reviewer for other international scientific conferences: International Conference on Swarm, Evolutionary and Memetic Computing (SEMCCO), Chennai, Indija (SEMCCO 2010, 16.-18. December 2010, SEMCCO 2011), International Conference on Electrical Machines (ICEM) (ICEM 2010, Rome, Italy, 6.-8. September 2010, ICEM 2012, 2-5. September 2012, Marseille, France), IEEE ERK 2010
- reviewer for journal Informatica
- section chair at Artificial Intelligence, IEEE ERK 2010
- selected expert for universities ranking, QS University Ranking, 2015
Expert knowledge
- programming languages C, C++, C# (ASP.NET), Java (Eclipse, JBuilder), Delphi, PHP, Ruby, C for CUDA
- web technologies HTML, CSS, XHTML, RSS, Web 2.0
- utilities Qt4, Win32 API, MySQL,
- office utilities OpenOffice.Org (Writer, Calc, Presentation), Microsoft Office (Word, Excel, PowerPoint), LaTeX, programming PDF
- Linux, BSD, KDE, GNOME
- CMS: MediaWiki, Joomla, Moodle
- OpenGL, AI in games, evolutionary optimization algorithms
- Unix (Linux and Mac OS X) administration
Past projects/hacks
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International travels
- Fifteenth International Conference on Computer Aided Systems Theory (EUROCAST 2015), Las Palmas de Gran Canaria, Spain
- ULPGC ERASMUS TS Mobility Lecture 2015, Las Palmas de Gran Canaria, Spain
- UA ERASMUS TS Mobility Lecture 2013, Alicante, Spain
- Las Palmas de Gran Canaria, Spain, invited lecture at ULPGC, 2013
- COST YR Forum and Forest-based Platform Technology Congress 2013, Barcelona, Spain
- Las Palmas de Gran Canaria, Spain, invited lecture at ULPGC, 2012
- Zakopane, Poland, conference ICAISC, 2012
- Trondheim, Norway, congress IEEE CEC, 2009
- Singapore, congress IEEE CEC, 2007
- Warsaw, Poland, conference EUROCON, 2007