Martin Macas

37 papers B 1C 4Misc 1Journal 6Unranked 24
YearRankTypeTitle / Venue / Authors
2020 — conf
Direct Versus Iterated Multi-Step Forecasting of Glycaemia in Type 1 Diabetics Using Autoregressive Models.
pHealth
Martin Macas, Kyriaki Saiti, Lenka Lhotská, Katerina Stechová, Pavlína Pithová
2020 J jnl
Ensemble methods in combination with compartment models for blood glucose level prediction in type 1 diabetes mellitus.
Comput. Methods Programs Biomed.
Kyriaki Saiti, Martin Macas, Lenka Lhotská, Katerina Stechová, Pavlína Pithová
2019 — conf
Query-By-Committee Framework Used for Semi-Automatic Sleep Stages Classification.
UCAmI
Nela Grimová, Martin Macas
2019 — conf
Semi-Automated Sleep EEG Scoring with Active Learning and HMM-Based Deletion of Ambiguous Instances.
UCAmI
Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská
2018 — conf
Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments.
BIBM
Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská, Elizaveta Saifutdinová
2018 — conf
Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification.
BIBM
Nela Grimová, Martin Macas, Václav Gerla
2018 — conf
Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier.
BIBM
Elizaveta Saifutdinová, Daniela Urbaczka Dudysova, Lenka Lhotská, Václav Gerla, Martin Macas
2018 — conf
Biomechanical Parameters of Muscles, Objective Assessment Using MyotonPRO.
BIBM
Iva Milerská, Lenka Lhotská, Martin Macas
2018 — conf
Deep neural network based body posture recognitions and fall detection from low resolution infrared array sensor.
BIBM
Jindrich Adolf, Martin Macas, Lenka Lhotská, Jaromir Dolezal
2018 — conf
Expert-in-the-loop Learning for Sleep EEG Data.
BIBM
Václav Gerla, Václav Kremen, Martin Macas, Elizaveta Saifutdinová, Arnost Mládek, Lenka Lhotská
2017 — conf
A Review of Model Prediction in Diabetes and of Designing Glucose Regulators Based on Model Predictive Control for the Artificial Pancreas.
ITBAM
Kyriaki Saiti, Martin Macas, Katerina Stechová, Pavlína Pithová, Lenka Lhotská
2017 — conf
Particle Swarm Optimization Based Adaptable Predictor of Glycemia Values.
CYBCONF
Martin Macas, Lenka Lhotská, Katerina Stechová, Pavlína Pithová, Kyriaki Saiti
2016 — conf
Adaptive Segmentation Optimization for Sleep Spindle Detector.
ITBAM
Elizaveta Saifutdinová, Martin Macas, Václav Gerla, Lenka Lhotská
2016 — conf
Importance and Quality of Eating Related Photos in Diabetics.
ITBAM
Kyriaki Saiti, Martin Macas, Lenka Lhotská
2016 J jnl
Sensitivity based selection of inputs and delays for NARX models.
EAI Endorsed Trans. Self Adapt. Syst.
Martin Macas, Fabio Moretti
2015 — conf
Applying Agents and Genetic Algorithms for Reducing Peak Consumption in District Heating.
HoloMAS
Petr Kadera, Martin Macas
2015 J jnl
Innovative default prediction approach.
Expert Syst. Appl.
Július Bems, Oldrich Starý, Martin Macas, Jan Zegklitz, Petr Posík
2015 — conf
Sensitivity based selection of inputs and delays for NARX models.
BICT
Martin Macas, Fabio Moretti
2015 J jnl
Towards biological plausibility of electronic noses: A spiking neural network based approach for tea odour classification.
Neural Networks
Sankho Turjo Sarkar, Amol P. Bhondekar, Martin Macas, Ritesh Kumar, Rishemjit Kaur, Anupma Sharma, Ashu Gulati, Amod Kumar
2014 J jnl
Binary social impact theory based optimization and its applications in pattern recognition.
Neurocomputing
Martin Macas, Amol P. Bhondekar, Ritesh Kumar, Rishemjit Kaur, Jakub Kuzilek, Václav Gerla, Lenka Lhotská, Pawan Kapur
2014 — conf
Importance of Feature Selection for Recurrent Neural Network Based Forecasting of Building Thermal Comfort.
ICAIS
Martin Macas, Fabio Moretti, Fiorella Lauro, Stefano Pizzuti, Mauro Annunziato, Alessandro Fonti, Gabriele Comodi, Andrea Giantomassi
2014 — conf
Sensitivity Based Feature Selection for Recurrent Neural Network Applied to Forecasting of Heating Gas Consumption.
SOCO-CISIS-ICEUTE
Martin Macas, Fiorella Lauro, Fabio Moretti, Stefano Pizzuti, Mauro Annunziato, Alessandro Fonti, Gabriele Comodi, Andrea Giantomassi
2013 — conf
Hidden Markov models for analysis of eye movements of dyslexic children.
DSP
Martin Macas, Lenka Lhotská, Daniel Novák
2013 B conf
Wrapper Feature Selection Significantly Improves Nonlinear Prediction of Electricity Spot Prices.
SMC
Martin Macas, Lenka Lhotská
2012 — conf
Automatic Neonatal Sleep EEG Recognition with Social Impact Based Feature Selection.
SOCO
Martin Macas, Václav Gerla, Lenka Lhotská
2012 — conf
Correlation-Based Neural Gas for Visualizing Correlations between EEG Features.
CISIS/ICEUTE/SOCO Special Sessions
Karla Stépánová, Martin Macas, Lenka Lhotská
2012 J jnl
Wrapper feature selection for small sample size data driven by complete error estimates.
Comput. Methods Programs Biomed.
Martin Macas, Lenka Lhotská, Eduard Bakstein, Daniel Novák, Jirí Wild, Tomás Sieger, Pavel Vostatek, Robert Jech
2011 — conf
Optimizers derived from human opinion formation.
NaBIC
Martin Macas, Lenka Lhotská
2011 — conf
Simplified Social Impact Theory Based Optimizer in Feature Subset Selection.
NICSO
Martin Macas, Lenka Lhotská
2007 C conf
Hybridized Swarm Metaheuristics for Evolutionary Random Forest Generation.
HIS
Miroslav Bursa, Lenka Lhotská, Martin Macas
2007 Misc conf
Particle Swarm Optimisation of Multiple Classifier Systems.
IWANN
Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotská
2007 — conf
Social Impact Theory Based Optimizer.
ECAL
Martin Macas, Lenka Lhotská
2007 — ch.
Social Impact based Approach to Feature Subset Selection.
NICSO
Martin Macas, Lenka Lhotská, Václav Kremen
2006 C conf
Constraints in Particle Swarm Optimization of Hidden Markov Models.
IDEAL
Martin Macas, Daniel Novák, Lenka Lhotská
2006 — conf
Discrete and Continuous Aspects of Nature Inspired Methods.
KES (2)
Martin Macas, Miroslav Bursa, Lenka Lhotská
2006 C conf
PSO and ACO in Optimization Problems.
IDEAL
Lenka Lhotská, Martin Macas, Miroslav Bursa
2006 C conf
Robot Path Planning using Particle Swarm Optimization of Ferguson Splines.
ETFA
Martin Saska, Martin Macas, Libor Preucil, Lenka Lhotská