Ales Zamuda

50 papers A 1B 16C 1Journal 15Unranked 14
YearRankTypeTitle / Venue / Authors
2025 C conf
Monitoring Energy Consumption of Workloads on HPC Vega.
ISC
Teo Prica, Ales Zamuda
2023 — conf
DAPHNE Runtime: Harnessing Parallelism for Integrated Data Analysis Pipelines.
Euro-Par Workshops
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
2022 A conf
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines.
CIDR
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
2020 B conf
DISH-XX Solving CEC2020 Single Objective Bound Constrained Numerical optimization Benchmark.
CEC
Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2020 J jnl
Optimizing Data-Driven Models for Summarization as Parallel Tasks.
J. Comput. Sci.
Ales Zamuda, Elena Lloret
2020 — ed.
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
SEMCCO/FANCCO
Ales Zamuda, Swagatam Das, Ponnuthurai Nagaratnam Suganthan, Bijaya Ketan Panigrahi
2019 J jnl
An Approach to Multi-Objective Path Planning Optimization for Underwater Gliders.
Sensors
Carlos Lucas, José Daniel Hernández Sosa, David Greiner, Ales Zamuda, Rui Caldeira
2019 — conf
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)
Ales Zamuda
2019 B conf
Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical Optimization.
CEC
Petr Bujok, Ales Zamuda
2019 B conf
DISH Algorithm Solving the CEC 2019 100-Digit Challenge.
CEC
Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2019 J jnl
Distance based parameter adaptation for Success-History based Differential Evolution.
Swarm Evol. Comput.
Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2019 — ch.
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
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
2019 — conf
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)
Ales Zamuda
2019 — conf
Hot off the press in expert systems on underwater robotic missions: success history applied to differential evolution for underwater glider path planning.
GECCO (Companion)
Ales Zamuda, José Daniel Hernández Sosa
2019 J jnl
Success history applied to expert system for underwater glider path planning using differential evolution.
Expert Syst. Appl.
Ales Zamuda, José Daniel Hernández Sosa
2019 — ch.
Towards Human Cell Simulation.
High-Performance Modelling and Simulation for Big Data Applications
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
2018 — conf
A black-box discrete optimization benchmarking (BB-DOB) pipeline survey: taxonomy, evaluation, and ranking.
GECCO (Companion)
Ales Zamuda, Miguel Nicolau, Christine Zarges
2018 — conf
On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design.
IWSSIP
Ales Zamuda, Janez Brest
2018 — conf
Workshops at PPSN 2018.
PPSN (2)
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
2017 B conf
Adaptive constraint handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization.
CEC
Ales Zamuda
2017 — conf
Distance based parameter adaptation for differential evolution.
SSCI
Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda
2017 — conf
Stability selection using a genetic algorithm and logistic linear regression on healthcare records.
GECCO (Companion)
Ales Zamuda, Christine Zarges, Gregor Stiglic, Goran Hrovat
2016 J jnl
Constrained differential evolution optimization for underwater glider path planning in sub-mesoscale eddy sampling.
Appl. Soft Comput.
Ales Zamuda, José Daniel Hernández Sosa, Leonhard Adler
2016 J jnl
Hybrid Societies: Challenges and Perspectives in the Design of Collective Behavior in Self-organizing Systems.
Frontiers Robotics AI
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
2016 B conf
Improving constrained glider trajectories for ocean eddy border sampling within extended mission planning time.
CEC
Ales Zamuda, José Daniel Hernández Sosa, Leonhard Adler
2016 — conf
Steady success clusters in Differential Evolution.
SSCI
Adam Viktorin, Roman Senkerik, Michal Pluhacek, Ales Zamuda
2016 B conf
Tiled EvoLisa image evolution with blending triangle brushstrokes and gene compression DE.
CEC
Ales Zamuda, Uros Mlakar
2015 J jnl
Differential Evolution Control Parameters Study for Self-Adaptive Triangular Brushstrokes.
Informatica (Slovenia)
Ales Zamuda, Uros Mlakar
2015 J jnl
Editors' Introduction to the Special Issue on "Bioinspired Optimization".
Informatica (Slovenia)
Jurij Silc, Ales Zamuda
2015 J jnl
Self-adaptive control parameters' randomization frequency and propagations in differential evolution.
Swarm Evol. Comput.
Ales Zamuda, Janez Brest
2015 — conf
Underwater Glider Path Planning and Population Size Reduction in Differential Evolution.
EUROCAST
Ales Zamuda, José Daniel Hernández Sosa
2014 J jnl
Differential evolution and underwater glider path planning applied to the short-term opportunistic sampling of dynamic mesoscale ocean structures.
Appl. Soft Comput.
Ales Zamuda, José Daniel Hernández Sosa
2014 — conf
Some Improvements of the Self-Adaptive jDE Algorithm.
SDE
Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic
2014 J jnl
Vectorized procedural models for animated trees reconstruction using differential evolution.
Inf. Sci.
Ales Zamuda, Janez Brest
2013 J jnl
Differential evolution and differential ant-stigmergy on dynamic optimisation problems.
Int. J. Syst. Sci.
Janez Brest, Peter Korosec, Jurij Silc, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec
2013 J jnl
Environmental framework to visualize emergent artificial forest ecosystems.
Inf. Sci.
Ales Zamuda, Janez Brest
2013 B conf
Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies.
IEEE Congress on Evolutionary Computation
Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Efrén Mezura-Montes
2013 B conf
Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization.
IEEE Congress on Evolutionary Computation
Ales Zamuda, Janez Brest, Efrén Mezura-Montes
2012 — conf
Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges.
ICAISC (SIDE-EC)
Ales Zamuda, Janez Brest
2012 B conf
Self-adaptive differential evolution algorithm with a small and varying population size.
IEEE Congress on Evolutionary Computation
Janez Brest, Borko Boskovic, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec
2012 B conf
Tree model reconstruction innovization using multi-objective differential evolution.
IEEE Congress on Evolutionary Computation
Ales Zamuda, Janez Brest
2011 — conf
Constrained real-parameter optimization using a Differential Evolution algorithm.
SDE
Janez Brest, Ales Zamuda, Iztok Fister, Borko Boskovic, Mirjam Sepesy Maucec
2011 J jnl
Differential evolution for parameterized procedural woody plant models reconstruction.
Appl. Soft Comput.
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
2010 J jnl
History mechanism supported differential evolution for chess evaluation function tuning.
Soft Comput.
Borko Boskovic, Janez Brest, Ales Zamuda, Saso Greiner, Viljem Zumer
2010 B conf
Large scale global optimization using self-adaptive differential evolution algorithm.
IEEE Congress on Evolutionary Computation
Janez Brest, Ales Zamuda, Iztok Fister, Mirjam Sepesy Maucec
2009 B conf
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization.
IEEE Congress on Evolutionary Computation
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
2009 B conf
Dynamic optimization using Self-Adaptive Differential Evolution.
IEEE Congress on Evolutionary Computation
Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer
2008 B conf
High-dimensional real-parameter optimization using Self-Adaptive Differential Evolution algorithm with population size reduction.
IEEE Congress on Evolutionary Computation
Janez Brest, Ales Zamuda, Borko Boskovic, Mirjam Sepesy Maucec, Viljem Zumer
2008 B conf
Large Scale Global Optimization using Differential Evolution with self-adaptation and cooperative co-evolution.
IEEE Congress on Evolutionary Computation
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer
2007 B conf
Differential evolution for multiobjective optimization with self adaptation.
IEEE Congress on Evolutionary Computation
Ales Zamuda, Janez Brest, Borko Boskovic, Viljem Zumer