Aleš Zamuda
Habilitacijski naziv: docent Dosežena izobrazba: {dr., mag., univ. dipl. inž.} rač. in inf. Prostor: F-203 (laboratorij), F-204 (kabinet), FERI | ![]() |
(pdf) A. Zamuda, D. Hernandez (topic editors). Evolutionary Optimization and Robotics Intelligence. Frontiers in Robotics and AI, 2016, letn. 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, letn. 39, št. 2, str. 1-122.
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Pomembnejše objave rezultatov znanstvenih raziskav
(pdf) H. Hamann, Y. Khaluf, J. Botev, M. Divband Soorati, E. Ferrante, O. Kosak, J.-M. Montanier, S. Mostaghim, R. Redpath, J. Timmis, F. Veenstra, M. Wahby, A. Zamuda. Hybrid Societies: Challenges and Perspectives in the Design of Collective Behavior in Self-organizing Systems. Frontiers in Robotics and AI, 2016, letn. 3, št. 14. DOI 10.3389/frobt.2016.00014.
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(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, letn. 42, str. 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, letn. 25, str. 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, letn. 141, str. 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, letn. 24, str. 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, letn. 278, str. 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, letn. 220, str. 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, letn. 11, št. 8, str. 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, str. 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, str. 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, str. 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, str. 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, letn. 143, str. 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, letn. 75, št. 4, str. 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, str. 2600-2606.
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A. Zamuda. Diferencialna evolucija za rekonstrukcijo parametriziranih proceduralnih drevesnih modelov: doktorska disertacija. Fakulteta za elektrotehniko, računalništvo in informatiko, 2012.
- bronasti znak UM (na Rektorjev dan UM 2013) - za izredno pomembne uspehe in dosežke na znanstvenoraziskovalnem in vzgojno-izobraževalnem področju in pri razvoju stroke ter za osebni prispevek k ugledu fakultete
- najpomembnejši znanstveni rezultat leta 2011 v programski skupini P2-0041 Računalniški sistemi, metodologije in inteligentne storitve
- zlata medalja na: Mednarodni sejem inovacij SIIF 2012 (Seul, Koreja)
- nagrada Univerze v Mariboru za raziskovalno delo (nagrada Andreja Perlacha) - ob Rektorjevem dnevu Univerze v Mariboru 2008 (priznanje)
- tri priznanja FERI za znanstveno raziskovalno delo - ob dnevu fakultete FERI 2006 (priznanje), dnevu fakultete FERI 2007 (6.12.2007, priznanje) in Dnevu FERI 2008 (4.12.2008)
- spominsko darilo ministrice MVZT za vidne rezultate na mednarodnih tekmovanjih ob sprejemu za študente, vodstva univerz in fakultet ter javnih raziskovalnih zavodov
- uvrstitve na IEEE CEC svetovnih tekmovanjih ocene kakovosti evolucijskih algoritmov (Top 5, večkrat 2007-2010),
- zmaga na tekmovanju študentskih referatov ERK '06 (potrdilo) in nato sprejetje (2. mar 2007) med 5 najboljših za nastop na tekmovanju IEEE Regije 8 (Evropa, Afrika, Bližnji vzhod), ki je bilo na Poljskem, od 9. do 12. septembra 2007, (novica iz IEEE strani)
- prva nagrada in zlata plaketa na natečaju za najbolj inventivni in podjetniško usmerjeni projekt Eureka! mladi 2008, Ljubljana, 22. 10. 2008
Celotna bibliografija
- dostopna na sistemu COBISS (Merila za volitve v nazive UM)
- izbrani članki dostopni iz skupnega seznama bibliografije LabRAJ
- citiranost v Engineering Village, Google Scholar in Scopus
- profil raziskovalca na SICRIS in vrednotenje bibliografskih kazalcev raziskovalne uspešnosti po metodologiji ARRS
- objavljene e-publikacije na DKUM
- biografija na Marquis Who's Who in the World
Strokovno udejstvovanje
Sekundarno avtorstvo
- član IEEE Computational Intelligence Society
- član delavnic Algoritmi po vzorih iz narave in Slovenskega društva za umetno inteligenco
- recenzent znanstvenih revij z visoko stopnjo citiranosti v znanosti (SCI):
- 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
- recenzent na mednarodnih znanstenih kongresih, član programskih komitejev:
- AR4MET (Bali: 2015; Batam 2016): Advanced Research in Material Sciences, Manufacturing, Mechanical and Mechatronic Engineering Technology International Conference
- BIOMA (Ljubljana: 2014, 2016): International Conference on Bioinspired Optimization Methods and their Applications
- CEC (Singapore: 2007; Hong Kong: 2008; Trondheim: 2009; Barcelona: 2010; New Orleans: 2011; Vancouver: 2016): IEEE Congress on Evolutionary Computation
- CSOC (On-line: 2015, 2016): Computer Science On-line Conference
- ERK (Portorose: 2010): Electrotechnical and Computer Science Conference
- EUROGEN (Glasgow: 2015): International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems
- FABE (Mykonos Island: 2015): International Conference on Food and Biosystems Engineering
- FUTURECOMP (Venice: 2014; Nice: 2015; Rome: 2016): International Conference on Future Computational Technologies and Applications
- IACIET (Jaipur: 2014): International Conference on “Innovations in Engineering & Technology”
- ICACCI (Greater Noida: 2014; Aluva: 2015): International Conference on Advances in Computing, Communications and Informatics
- ICAISC (Zakopane: 2014, 2015, 2016): International Conference on Artificial Intelligence and Soft Computing
- ICCME (Athens: 2015): International Conference on Computing in Mechanical Engineering
- ICEM (Rome: 2010; Marseille: 2012): International Conference on Electrical Machines
- ICIT (Dubai: 2014): [ScienceOne International Conference on Information Technology]
- ICOA (2015): International Conference on Oceanic and Atmospheric
- IPIC (Orlando: 2015): Symposium on Enabling an Intelligent Planet via Informatics and Cybernetics
- ISNN (Saint Petersburg: 2016): International Symposium on Neural Networks
- PPSN (Ljubljana: 2014; Edinburgh: 2016): International Conference on Parallel Problem Solving From Nature
- SSCI SDE (Paris: 2011; Singapore: 2013; Orlando: 2014; Cape Town: 2015): IEEE Symposium Series on Computational Intelligence, Symposium on Differential Evolution
- SEMCCO (Chennai: 2010, 2011): International Conference on Swarm, Evolutionary and Memetic Computing
- SIRS (Trivandrum: 2015): nternational Symposium on Signal Processing and Intelligent Recognition Systems
- SPICES (2015): IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems
- WMSCI (Orlando: 2015, 2016): World Multi-Conference on Systemics, Cybernetics And Informatics
- izbran strokovnjak za rangiranje univerz pri QS University Ranking, 2015
- somentorstvo pri diplomskih delih na študijskih programih Inštituta za računalništvo
- Sistem za upravljanje vsebin MediaWiki (Nejc Kete, 2012)
- Strganje besedila iz spletnih mest s poizvedbami AJAX (Mitja Gerič, 2012)
- Aplikacija za nadzor procesov in uporabnikov z ogrodjem CodeIgniter (Roman Šuster, 2012)
- Izdelava spletljaja za Kolab in Sharepoint 2010 (Denis Kukovič, 2011)
- Optimizacija s čebelami (Boštjan Brenčič, 2011)
- Aplikacija za prikaz sledenja vozil na operacijskem sistemu iOS (Tilen Mlinar, 2011)
- Umetna inteligenca za simulacijo vožnje avtomobila po dirkalni progi (Lovro Rojko, 2011)
- Optimizacija medatomskega potenciala Lennard-Jones s paralelno diferencialno evolucijo (Aleš Čep, 2011)
- Vizualizacija stavb s programskima vmesnikoma Google Maps in Google Earth (Boris Rebselj, 2010)
- Spletni založniški sistem "JOOMLA!" (Aleš Pajnik, 2010)
- Problem simetričnega trgovskega potnika in optimizacija z genetskimi algoritmi (Janko Juršič, 2010)
- Paralelno programiranje s pomočjo standarda OpenMP (Nace Štruc, 2010)
- Klici oddaljenih spletnih storitev in spletni založniški sistem (Danijel Ostojić, 2010)
- Iskanje in vizualizacija poti na morju (Jan Bezget, 2010)
Tehnološka znanja
- programski jeziki C, C++, C# (ASP.NET), Java (Eclipse, JBuilder), Objective C, Delphi, PHP, Lisp, Haskell, Python, Ruby
- spletne tehnologije HTML, CSS, XHTML, RSS, Web 2.0, ECMAScript
- orodja Qt4, Win32 API, MySQL,
- pisarniška orodja OpenOffice.Org (Writer, Calc, Presentation), Microsoft Office (Word, Excel, PowerPoint), LaTeX, programiranje PDF
- Linux, BSD, KDE, GNOME
- CMS: MediaWiki, Joomla, Moodle
- OpenGL, UI v igrah, evolucijski optimizacijski algoritmi, algoritmi v bioinformatiki
- Unix (Linux in Mac OS X) administracija: bash, awk, sed, iptables, apache, varnost
Pretekli projekti
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Mednarodna potovanja
- IBS Workshop on Methods for Self-Organizing Distributed Systems (MeSoDiSy) 2015, Laubusch, Nemčija
- Fifteenth International Conference on Computer Aided Systems Theory (EUROCAST 2015), Las Palmas de Gran Canaria, Španija
- Predavanje na ULPGC ERASMUS TS Mobility 2015, Las Palmas de Gran Canaria, Španija
- Predavanje na UA ERASMUS TS Mobility 2013, Alicante, Španija
- Las Palmas de Gran Canaria, Španija, vabljeno predavanje na ULPGC, 2013
- COST YR Forum in Forest-based Platform Technology Congress 2013, Barcelona, Španija (11.-14. marec 2013)
- Las Palmas de Gran Canaria, Španija, vabljeno predavanje na ULPGC, 2012
- Zakopane, Poljska, konferenca ICAISC, 2012
- Trondheim, Norveška, kongres IEEE CEC, 2009
- Singapur, kongres IEEE CEC, 2007
- Varšava, Poljska, konferenca EUROCON, 2007
Članstvo v notranjih delovnih komisijah
- član komisije za promocijo študija na FERI, od 2007
- predsednik centralne popisne komisije na FERI, 2009
Teme diplomskih nalog
- Vizualizacija gozdnih ekosistemov v RealFlow