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2020 – today
- 2023
[c31]Aristotelis Vontzalidis, Stratos Psomadakis, Constantinos Bitsakos, Mark Dokter, Kevin Innerebner, Patrick Damme, Matthias Boehm, Florina M. Ciorba, Ahmed Eleliemy, Vasileios Karakostas, Ales Zamuda, Dimitrios Tsoumakos:
DAPHNE Runtime: Harnessing Parallelism for Integrated Data Analysis Pipelines. Euro-Par Workshops 2023: 242-246- 2022
- [c30]Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause
, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu:
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR 2022 - 2020
- [j15]Ales Zamuda, Elena Lloret:
Optimizing Data-Driven Models for Summarization as Parallel Tasks. J. Comput. Sci. 42: 101101 (2020) - [c29]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark. CEC 2020: 1-8 - [e1]Ales Zamuda, Swagatam Das, Ponnuthurai Nagaratnam Suganthan, Bijaya Ketan Panigrahi:
Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing - 7th International Conference, SEMCCO 2019, and 5th International Conference, FANCCO 2019, Maribor, Slovenia, July 10-12, 2019, Revised Selected Papers. Communications in Computer and Information Science 1092, Springer 2020, ISBN 978-3-030-37837-0 [contents]
2010 – 2019
- 2019
- [j14]Ales Zamuda, José Daniel Hernández Sosa:
Success history applied to expert system for underwater glider path planning using differential evolution. Expert Syst. Appl. 119: 155-170 (2019) - [j13]Carlos Lucas, José Daniel Hernández Sosa, David Greiner, Ales Zamuda, Rui Caldeira:
An Approach to Multi-Objective Path Planning Optimization for Underwater Gliders. Sensors 19(24): 5506 (2019) - [j12]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
Distance based parameter adaptation for Success-History based Differential Evolution. Swarm Evol. Comput. 50 (2019) - [c28]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
DISH Algorithm Solving the CEC 2019 100-Digit Challenge. CEC 2019: 1-6 - [c27]Petr Bujok, Ales Zamuda:
Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical Optimization. CEC 2019: 366-371 - [c26]Ales Zamuda:
Function evaluations upto 1e+12 and large population sizes assessed in distance-based success history differential evolution for 100-digit challenge and numerical optimization scenarios (DISHchain 1e+12): a competition entry for "100-digit challenge, and four other numerical optimization competitions" at the genetic and evolutionary computation conference (CECCO) 2019. GECCO (Companion) 2019: 11-12 - [c25]Ales Zamuda, José Daniel Hernández Sosa:
Hot off the press in expert systems on underwater robotic missions: success history applied to differential evolution for underwater glider path planning. GECCO (Companion) 2019: 39-40 - [c24]Ales Zamuda:
Binary 100-digit challenge using IEEE-754 coded numerical optimization scenarios (100b-digit) and V-shape binary distance-based success history differential evolution (DISHv). GECCO (Companion) 2019: 1821-1828 - [p2]Simone Spolaor, Marco Gribaudo, Mauro Iacono, Tomas Kadavy, Zuzana Komínková Oplatková, Giancarlo Mauri, Sabri Pllana, Roman Senkerik, Natalija Stojanovic, Esko Turunen, Adam Viktorin, Salvatore Vitabile, Ales Zamuda, Marco S. Nobile:
Towards Human Cell Simulation. High-Performance Modelling and Simulation for Big Data Applications 2019: 221-249 - [p1]Ales Zamuda, Vincenzo Crescimanna, Juan C. Burguillo, Joana Matos Dias, Katarzyna Wegrzyn-Wolska, Imen Rached, Horacio González-Vélez, Roman Senkerik, Claudia Pop, Tudor Cioara, Ioan Salomie, Andrea Bracciali:
Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented Survey of the State-of-the-Art in the Cloud Era. High-Performance Modelling and Simulation for Big Data Applications 2019: 325-349 - 2018
- [c23]Ales Zamuda, Miguel Nicolau, Christine Zarges:
A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking. GECCO (Companion) 2018: 1777-1782 - [c22]Ales Zamuda, Janez Brest:
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design. IWSSIP 2018: 1-5 - [c21]Robin C. Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo, Julian F. Miller, Pietro S. Oliveto, Mike Preuss, Giovanni Squillero, Alberto Paolo Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wróbel, Ales Zamuda:
Workshops at PPSN 2018. PPSN (2) 2018: 490-497 - 2017
- [c20]Ales Zamuda:
Adaptive constraint handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization. CEC 2017: 2443-2450 - [c19]Ales Zamuda, Christine Zarges, Gregor Stiglic, Goran Hrovat:
Stability selection using a genetic algorithm and logistic linear regression on healthcare records. GECCO (Companion) 2017: 143-144 - [c18]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda:
Distance based parameter adaptation for differential evolution. SSCI 2017: 1-7 - 2016
- [j11]Ales Zamuda, José Daniel Hernández Sosa, Leonhard Adler:
Constrained differential evolution optimization for underwater glider path planning in sub-mesoscale eddy sampling. Appl. Soft Comput. 42: 93-118 (2016) - [j10]Heiko Hamann, Yara Khaluf, Jean Botev, Mohammad Divband Soorati, Eliseo Ferrante, Oliver Kosak, Jean-Marc Montanier, Sanaz Mostaghim, Richard Redpath, Jon Timmis, Frank Veenstra, Mostafa Wahby, Ales Zamuda:
Hybrid Societies: Challenges and Perspectives in the Design of Collective Behavior in Self-organizing Systems. Frontiers Robotics AI 3: 14 (2016) - [c17]Ales Zamuda, José Daniel Hernández Sosa, Leonhard Adler:
Improving constrained glider trajectories for ocean eddy border sampling within extended mission planning time. CEC 2016: 1727-1734 - [c16]Ales Zamuda, Uros Mlakar:
Tiled EvoLisa image evolution with blending triangle brushstrokes and gene compression DE. CEC 2016: 2618-2625 - [c15]Adam Viktorin, Roman Senkerik, Michal Pluhacek, Ales Zamuda:
Steady success clusters in Differential Evolution. SSCI 2016: 1-8 - 2015
- [j9]Jurij Silc, Ales Zamuda:
Editors' Introduction to the Special Issue on "Bioinspired Optimization". Informatica (Slovenia) 39(2) (2015) - [j8]Ales Zamuda, Uros Mlakar:
Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes. Informatica (Slovenia) 39(2) (2015) - [j7]Ales Zamuda, Janez Brest:
Self-adaptive control parameters' randomization frequency and propagations in differential evolution. Swarm Evol. Comput. 25: 72-99 (2015) - [c14]Ales Zamuda, José Daniel Hernández Sosa:
Underwater Glider Path Planning and Population Size Reduction in Differential Evolution. EUROCAST 2015: 853-860 - 2014
- [j6]Ales Zamuda, José Daniel Hernández Sosa:
Differential evolution and underwater glider path planning applied to the short-term opportunistic sampling of dynamic mesoscale ocean structures. Appl. Soft Comput. 24: 95-108 (2014) - [j5]Ales Zamuda, Janez Brest:
Vectorized procedural models for animated trees reconstruction using differential evolution. Inf. Sci. 278: 1-21 (2014) - [c13]Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic:
Some Improvements of the Self-Adaptive jDE Algorithm. SDE 2014: 73-80 - 2013
- [j4]Janez Brest, Peter Korosec, Jurij Silc, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec:
Differential evolution and differential ant-stigmergy on dynamic optimisation problems. Int. J. Syst. Sci. 44(4): 663-679 (2013) - [j3]Ales Zamuda, Janez Brest:
Environmental framework to visualize emergent artificial forest ecosystems. Inf. Sci. 220: 522-540 (2013) - [c12]Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Efrén Mezura-Montes:
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies. IEEE Congress on Evolutionary Computation 2013: 377-383 - [c11]Ales Zamuda, Janez Brest, Efrén Mezura-Montes:
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization. IEEE Congress on Evolutionary Computation 2013: 1925-1931 - 2012
- [c10]Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec:
Self-adaptive differential evolution algorithm with a small and varying population size. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c9]Ales Zamuda, Janez Brest:
Tree model reconstruction innovization using multi-objective differential evolution. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c8]Ales Zamuda, Janez Brest:
Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges. ICAISC (SIDE-EC) 2012: 154-161 - 2011
- [j2]Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer:
Differential evolution for parameterized procedural woody plant models reconstruction. Appl. Soft Comput. 11(8): 4904-4912 (2011) - [c7]Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic, Mirjam Sepesy Maucec:
Constrained real-parameter optimization using a Differential Evolution algorithm. SDE 2011: 9-16 - 2010
- [j1]Borko Boskovic, Janez Brest, Ales Zamuda, Saso Greiner, Viljem Zumer:
History mechanism supported differential evolution for chess evaluation function tuning. Soft Comput. 15(4): 667-683 (2010) - [c6]Janez Brest, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec:
Large scale global optimization using self-adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation 2010: 1-8
2000 – 2009
- 2009
- [c5]Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer:
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization. IEEE Congress on Evolutionary Computation 2009: 195-202 - [c4]Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer:
Dynamic optimization using Self-Adaptive Differential Evolution. IEEE Congress on Evolutionary Computation 2009: 415-422 - 2008
- [c3]Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer:
High-dimensional real-parameter optimization using Self-Adaptive Differential Evolution algorithm with population size reduction. IEEE Congress on Evolutionary Computation 2008: 2032-2039 - [c2]Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer:
Large Scale Global Optimization using Differential Evolution with self-adaptation and cooperative co-evolution. IEEE Congress on Evolutionary Computation 2008: 3718-3725 - 2007
- [c1]Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer:
Differential evolution for multiobjective optimization with self adaptation. IEEE Congress on Evolutionary Computation 2007: 3617-3624
Coauthor Index
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