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Martin Macaš

Observed names: M Macaš, M. MACAS, M. Macas, M. Macaš, Macas, Martin, Macaš Martin, Macaš, Martin, Martin Macas
ORCID: 0000-0001-9589-3849
Observed ORCID: 0000-0001-9589-3849
OpenAlex ID: A5070535581
Robot Path Planning using Particle Swarm Optimization of Ferguson Splines
2006 · Martin Saska, Martin Macas, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 139
The role of data sample size and dimensionality in neural network based forecasting of building heating related variables
2015 · Martin Macas, Fabio Moretti, et al. · Energy and Buildings · 73
Ensemble methods in combination with compartment models for blood glucose level prediction in type 1 diabetes mellitus
2020 · Kyriaki Saiti, Martin Macaš, et al. · Computer Methods and Programs in Biomedicine · 42
Towards biological plausibility of electronic noses: A spiking neural network based approach for tea odour classification
2015 · Sankho Turjo Sarkar, Amol P. Bhondekar, et al. · Neural Networks · 38
A new approach to automated assessment of fractionation of endocardial electrograms during atrial fibrillation
2008 · V Křemen, L Lhotská, et al. · Physiological Measurement · 30
Building Fan Coil Electric Consumption Analysis with Fuzzy Approaches for Fault Detection and Diagnosis
2014 · F. Lauro, F. Moretti, et al. · Energy Procedia · 26
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PSO and ACO in Optimization Problems
2006 · Lenka Lhotská, Martin Macaš, et al. · Lecture notes in computer science · 22
Binary social impact theory based optimization and its applications in pattern recognition
2013 · Martin Macaš, Amol P. Bhondekar, et al. · Neurocomputing · 18
Hybridized Swarm Metaheuristics for Evolutionary Random Forest Generation
2007 · Miroslav Bursa, Lenka Lhotska, et al. · International Conference on Hybrid Intelligent Systems (HIS) · 18
Wrapper feature selection for small sample size data driven by complete error estimates
2012 · Martin Macaš, Lenka Lhotská, et al. · Computer Methods and Programs in Biomedicine · 17
Classification of the emotional states based on the EEG signal processing
2009 · Martin Macas, Michal Vavrecka, et al. · IEEE International Conference on Information Technology and Applications in Biomedicine · 17
Iterative expert-in-the-loop classification of sleep PSG recordings using a hierarchical clustering
2019 · V Gerla, V. Kremen, et al. · Journal of Neuroscience Methods · 15
A Review of Model Prediction in Diabetes and of Designing Glucose Regulators Based on Model Predictive Control for the Artificial Pancreas
2017 · Kyriaki Saiti, Martin Macaš, et al. · Lecture notes in computer science · 14
Innovative default prediction approach
2015 · Július Bemš, Oldřich Starý, et al. · Expert Systems with Applications · 14
Social Impact and Optimization
2008 · Martin Macas, Lenka Lhotska · International Journal of Computational Intelligence Research · 14
Deep neural network based body posture recognitions and fall detection from low resolution infrared array sensor
2018 · Jindrich Adolf, Martin Macas, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 13
Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments
2018 · Martin Macas, Nela Grimova, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 12
P01-Comparison of short-time Fourier transform and continuous wavelet transform for frequency analysis of sleep EEG
2018 · V. Gerla, E. Saifutdinova, et al. · Clinical Neurophysiology · 11
Social Impact Theory Based Optimizer
2007 · Martin Macaš, Lenka Lhotská · Springer eBooks · 11
School children dyslexia analysis using self organizing maps
2005 · D. Novak, P. Kordik, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 11
Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier
2018 · Elizaveta Saifutdinova, Daniela Urbaczka Dudysova, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 9
Wrapper Feature Selection Significantly Improves Nonlinear Prediction of Electricity Spot Prices
2013 · Martin Macas, Lenka Lhotska · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 9
Hidden Markov models for analysis of eye movements of dyslexic children
2013 · Martin Macas, Lenka Lhotska, et al. · IEEE International Conference on Digital Signal Processing (DSP) · 8
Social Impact based Approach to Feature Subset Selection
2008 · Martin Macaš, Lenka Lhotská, et al. · Studies in computational intelligence · 8
Particle Swarm Optimisation of Multiple Classifier Systems
2007 · Martin Macaš, Bogdan Gabrys, et al. · Springer eBooks · 8
Works count: 66
Citation count: 706
H-index: 14
I10-index: 20
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