Aleš Zamuda
Dosežena izobrazba: {dr., mag., univ. dipl. inž.} rač. in inf. Habilitacijski naziv: docent Včlanjen v mednarodne organizacije: IEEE (Senior Member, YP Slovenia Chair, CIS member), ACM (SIGEVO member), EurAI Prostor: F-203 (laboratorij), F-204 (kabinet), FERI | ![]() |
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Urednik mednarodnih recenziranih znanstvenih revij
Odgovorni urednik (Associate Editor)
Odgovorni urednik pri reviji (Associate Editor): Swarm and Evolutionary Computation (ISSN: 2210-6502) |
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Gostujoči odgovorni urednik (Guest Associate Editor)
(pdf) A. Zamuda. (gostujoči odgovorni urednik). Frontiers in Robotics and AI, 2016, letn. Computational Intelligence section.
(pdf) A. Zamuda. (gostujoči odgovorni urednik). Frontiers in Neurorobotics, 2016.
(pdf) J. Šilc, A. Zamuda (gostujoča odgovorna urednika). 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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Objave v znanstveni literaturi
(pdf) A. Zamuda. Differential Evolution and Large-Scale Optimization Applications. IGI Global, InfoSci-Videos, April 2016. DOI 10.4018/978-1-5225-0729-1.
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(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. 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=5.746) |
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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, U. Mlakar. Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes. Informatica - An International Journal of Computing and Informatics, 2015, letn. 39, št. 2, str. 105-113.
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(pdf) A. Viktorin, R. Senkerik, M. Pluhacek, A. Zamuda. Success Clusters in Differential Evolution. IEEE SSCI2016 Symposium Series on Computational Intelligence, December 6-9, 2016, Athens, Greece, 2016.
(pdf) A. Zamuda, J. D. Hernandez Sosa, L. Adler. Improving Constrained Glider Trajectories for Ocean Eddy Border Sampling within Extended Mission Planning Time. IEEE Congress on Evolutionary Computation (CEC) 2016, 2016, str. 1727-1734.
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(pdf) A. Zamuda, U. Mlakar. Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE. IEEE Congress on Evolutionary Computation (CEC) 2016, 2016, str. 2618-2625.
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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. A Study in Self-adaptation of Control Parameters in the DEMOwSA Algorithm. Electrotechnical Review, 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. Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction: doktorska disertacija. Fakulteta za elektrotehniko, računalništvo in informatiko, 2012.
Več bibliografije
- celotna bibliografija je dostopna na sistemu COBISS (Merila za volitve v nazive UM)
- izbrani članki so dostopni iz skupnega seznama bibliografije v laboratoriju 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
Nagrade
- Danubius Young Scientist, 2016
- 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
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):
- IEEE Transactions on Evolutionary Computation (2007, 2008, 2009, 2010, 2011, 2012, 2013; IF=3.736 (2008), 4.589 (2009), 4.371 (2010)),
- IEEE transactions on systems, man and cybernetics. Part B. Cybernetics (2009-2010, 2012, 2013; IF=2.361 (2008), 3.007 (2009)),
- IEEE Computational Intelligence Magazine (2012)
- Information Sciences -- Elsevier (2011 - IF=3.291, 2012, 2013)
- Applied Soft Computing
- Soft Computing -- Springer (2013)
- Computational Optimization and Applications -- Springer (2013)
- Engineering Applications of Artificial Intelligence -- Elsevier (2010, IF=1.444, 2011)
- European Journal of Operational Research (2013, IF=1.815)
- International Journal of Systems Science (Taylor & Francis) (2010, IF=0.918)
- Journal of industrial and management optimization (2008, IF=1.181 (2008), 1.12 (2009)),
- IEEE transactions on industrial electronics (2009, IF=5.468 (2008), 4.678 (2009))
- recenzent pri mednarodnih znanstvenih revijah še izven SCI:
- Swarm and Evolutionary Computation (2010, 2011, 2012)
- Memetic Computing (2012)
- Informatica (2010)
- recenzent na mednarodnih znanstenih kongresih na temo evolucijskega računanja, član programskih komitejev:
- 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, član Technical Advisory Panel
- 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, Slovenija (v okviru PPSN 2014), član organizacijskega odbora in predsedstvo
- FUTURE COMPUTING 2014, The Sixth International Conference on Future Computational Technologies and Applications, 25. - 29. maj 2014, Benetke, Italija
- PPSN 2014, 13th International Conference on Parallel Problem Solving from Nature, 13. - 17. september, 2014, Ljubljana, Slovenija
- 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
- 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), Pariz,
- CEC 2011 (New Orleans, ZDA),
- WCCI 2010 (Barcelona),
- IEEE CEC 2009 (Trondheim),
- IEEE WCCI 2008 (Hong Kong) in
- IEEE CEC2007 (Singapore)
- druga strokovna mnenja
- recenzije za druge mednarodne znanstvene konference: 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, Rim, Italija, 6.-8. september 2010, ICEM 2012, 2-5. september 2012, Marseille, Francija), IEEE ERK 2010
- predsednik in urednik sekcije Umetna inteligenca, IEEE ERK 2010
- 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
- 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