Scientific publications of project partners

UJHELYI, Matúš – LACKO, Peter – PAULOVIČ, Aurel, Task scheduling in distributed volunteer computing systems, ISBN 978-1-4799-5996-9, 2014, SISY 2014 [elektronický zdroj] : IEEE 12th international symposium on intelligent systems and informatics

KOSKOVÁ, Gabriela – BOU EZZEDDINE, Anna – LUCKÁ, Mária – ROZINAJOVÁ, Viera – LAURINEC, Peter, Perspektívy modelovania a predikovania veľkých dát v energetike, ISBN 978-80-227-4267-2, 2014, WIKT 2014 : 9th workshop on intelligent and knowledge oriented technologies

KUBÁN, Peter – LUCKÁ, Mária, Paralelné skladanie veľkých dátových korpusov DNA, ISBN 978-80-227-4267-2, 2014, WIKT 2014 : 9th workshop on intelligent and knowledge oriented technologies. Proceedings

ROZINAJOVÁ, Viera – KOSKOVÁ, Gabriela – BOU EZZEDDINE, Anna – LUCKÁ, Mária – BIELIKOVÁ, Mária – NÁVRAT, Pavol, Informácia o riešení témy Big Data v projekte „Medzinárodné centrum excelentnosti pre výskum inteligentných a bezpečných informačno-komunikačných technológii a systémov“, ISBN 978-80-245-2054-4, 2014, Znalosti 2014 [elektronický zdroj] : Exhibice, edukace a nacházení expertů. 13. ročník konference

VRABLECOVÁ, Petra, Inteligentná analýza veľkých objemov dát, ISBN 978-80-227-4267-2, 2014, WIKT 2014 : 9th workshop on intelligent and knowledge oriented technologies. Proceedings

VRABLECOVÁ, Petra, Power demand forecasting from stream data with concept drifts, ISBN 978-80-227-4342-6, 2014, IIT.SRC 2015, Student Research Conference [elektronický zdroj] : 11th Student Research Conference in Informatics and Information Technologies

LIŠKA, Martin – BELÁŇ, Anton – CERMAN, Anton – JANÍK, Matej, Control system of battery storage to eliminate the power variation according to the electricity prediction. , ISSN 1805-3386, 2015, Transactions on Electrical Engineering. Vol. 4, No.4

JANIGA, Peter – LIŠKA, Martin – BELÁŇ, Anton – VOLČKO, Vladimír – IVANIČ, Marián, Power Quality Measurement of Small Solar off-Grid System, ISSN 2224-3496, 2015, WSEAS Transactions on Environment and Development [elektronický zdroj]. Vol. 11

JANIGA, Peter – LIŠKA, Martin – BELÁŇ, Anton – VOLČKO, Vladimír – IVANIČ, Marián, Power quality measurement in low power solar off-grid system with load control simulator, ISBN 978-1-61804-270-5, 2015, Advances in Environmental and Agricultural Science : Proceedings of the 4th International conference on Energy Systems, Environment, Entrepreneurship and Innovation (ICESEEI ’15)

JANIGA, Peter – LIŠKA, Martin – BELÁŇ, Anton – VOLČKO, Vladimír – IVANIČ, Marián, Home appliances simulator for smart home systems testing, ISBN 978-1-61804-270-5, 2015, International conference on Energy Systems, Environment, Entrepreneurship and Innovation (ICESEEI ’15)

CERMAN, Anton – JANÍČEK, František – KUBALA, Milan, Resistive-type network model of stray current distribution in railway DC traction system. , ISBN 978-1-4673-6787-5, 2015, EPE 2015 : 16th International scientific conference on electric power engineering

CINTULA, Boris – ELESCHOVÁ, Žaneta – BELÁŇ, Anton, Methodology of global assessment of operational states of power system using deterministic approach, ISBN 978-1-4673-6787-5 , 2015, EPE 2015 : 16th International scientific conference on electric power engineering

JANÍČEK, František – STUCHLÍKOVÁ, Ľubica – HALÁN, Igor – ZUŠČAK, Jozef – CERMAN, Anton – HOLJENČÍK, Jozef. , E-learning project – Power engineering dictionary. , ISBN 978-80-7231-992-3, 2015, Distance learning, simulation and communication 2015 : International conference

JANIGA, Peter – LIŠKA, Martin – VOLČKO, Vladimír – PILÁT, Branislav, Testing system for smart meters. , ISBN 978-1-4673-6787-5, 2015, EPE 2015 : 16th International scientific conference on electric power engineering

KMENT, Attila – PÍPA, Marek – JANÍČEK, František, Diagnostics of medium-voltage motors., ISBN 978-1-4673-6787-5, 2015, EPE 2015 : 16th International scientific conference on electric power engineering

KMENT, Attila – PÍPA, Marek – JANÍČEK, František, Automated measurement of mechanical strength and durability of selected cables. , ISBN 978-80-261-0385-1, 2015, Applied electronics 2015 : 20th International conference

LIŠKA, Martin – VIGLAŠ, Dominik – JANÍČEK, František – BELÁŇ, Anton, Excellence laboratory of smart grids. , ISBN 978-1-61804-270-5, 2015, Advances in Environmental and Agricultural Science : Proceedings of the 4th International conference on Energy Systems, Environment, Entrepreneurship and Innovation (ICESEEI ’15)

LIŠKA, Martin – ELESCHOVÁ, Žaneta – JANIGA, Peter – IVANIČ, Marián, Analysis of the criterion for connecting new source to the distribution grid, ISBN 978-1-61804-270-5, 2015, Advances in Environmental and Agricultural Science : Proceedings of the 4th International conference on Energy Systems, Environment, Entrepreneurship and Innovation (ICESEEI ’15)

LIŠKA, Martin – IVANIČ, Marián – VOLČKO, Vladimír – JANIGA, Peter, Research on smart home energy management system, ISBN 978-1-4673-6787-5, 2015, EPE 2015 : 16th International scientific conference on electric power engineering

PÍPA, Marek – KMENT, Attila – LELÁK, Jaroslav – JANÍČEK, František, Assessment of usability of armoured single-core low voltage power cables, ISBN 978-1-4673-6787-5, 2015, In EPE 2015 : 16th International scientific conference on electric power engineering

CERMAN, Anton – JANÍČEK, František – HALÁN, Igor, 2-D model of stray current distribution in railway DC traction system, ISBN 978-80-553-2187-5, 2015, In Elektroenergetika 2015 [elektronický zdroj] : 8th International scientific symposium on electrical power engineering

IVANIČ, Marián – ELESCHOVÁ, Žaneta – KONÍČEK, Michal, The impact of overehead power lines parameters asymmetry on voltages and currents depending on the operating conditions., ISBN 978-80-553-2187-5, 2015, Elektroenergetika 2015 [elektronický zdroj] : 8th International scientific symposium on electrical power engineering

PÍPA, Marek – KMENT, Attila – LELÁK, Jaroslav – JANÍČEK, František, Usability of armoured single–core low voltage power cables. , ISBN 978-80-553-2187-5, 2015, In Elektroenergetika 2015 [elektronický zdroj] : 8th International scientific symposium on electrical power engineering

VOLČKO, Vladimír – LIŠKA, Martin – ELESCHOVÁ, Žaneta – JANIGA, Peter, Smart grid systém pre siete nízkeho napätia – “”iNES””. , ISSN 0375-8842, 2015, Energetika. Vol. 65, č. 8-9

LIŠKA, Martin, Medzinárodné centrum excelentnosti pre výskum inteligentných a bezpečných informačno-komunikačných technológií a systémov. , ISBN 978-80-971375-7-1, 2015, Energofórum 2015 : 10 rokov liberalizovaného trhu s elektrinou

KURIC, Eduard – BIELIKOVÁ, Mária, ANNOR: efficient image annotation based on combining local and global features, ISSN 0097-8493, 2015, Computers and Graphics

KAŠŠÁK, Ondrej – KOMPAN, Michal – BIELIKOVÁ, Mária, User Preference Modeling by Global and Individual Weights for Personalized Recommendation. , ISSN 1785-8860, 2015, Acta Polytechnica Hungarica

GRMANOVÁ, Gabriela – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna – LUCKÁ, Mária – LACKO, Peter – LÓDERER, Marek – VRABLECOVÁ, Petra – LAURINEC, Peter, Application of biologically inspired methods to improve adaptive ensemble learning. , ISBN 978-3-319-27400-3, 2015, NaBIC 2015. Advances in nature and biologically inspired computing : proceedings of the 7th World congress on nature and biologically inspired computing

LAURINEC, Peter – LUCKÁ, Mária, Analýza vplyvu redukcie dimenzionality na zhlukovanie veľkých dátových množín. , ISBN 978-80-248-3824-3, 2015, Data a znalosti 2015 : sborník konference

LÓDERER, Marek – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna, Predikcia spotreby elektrickej energie založená na kombinácii predikčných metód, ISBN 978-80-248-3824-3, 2015, Data a znalosti 2015 : sborník konference

ŠAJGALÍK, Márius – BARLA , Michal – BIELIKOVÁ, Mária, Modelovanie záujmov používateľa vo vektorovom priestore latentných čŕt, ISBN 978-80-248-3824-3, 2015, Data a znalosti 2015 : sborník konference

ŠEVCECH, Jakub – BIELIKOVÁ, Mária, Symbolic Time Series Representation for Stream Data Processing. , ISBN 978-1-4673-7951-9, 2015, Proceedings 13th IEEE international conference on big data science and engineering

VRABLECOVÁ, Petra – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna, Data Stream Mining in the Power Engineering Domain, ISBN 978-80-248-3824-3, 2015, Data a znalosti 2015 : sborník konference

CIMERMAN, Matúš, Data stream analysis, ISBN 978-80-227-4340-2, 2015, 17th spring 2015 PeWe workshop

ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna – LUCKÁ, Mária – LACKO, Peter – GRMANOVÁ, Gabriela – LAURINEC, Peter – VRABLECOVÁ, Petra – LÓDERER, Marek, Otvorené smery výskumu v oblasti dátovej analytiky, ISBN 978-80-553-2271-1, 2015, WIKT 2015. Proceedings of 10th workshop on intelligent and knowledge oriented technologies 2015

ŠEVCECH, Jakub, Stream data processing, ISBN 978-80-227-4340-2, 2015, Personalized web – science, technologies and engineering : 17th spring 2015 PeWe workshop

ŠTAJER, Andrej, Visual analytics tool for energy consumption data set, ISBN 978-80-227-4342-6, 2015, IIT.SRC 2015, Student Research Conference [elektronický zdroj] : 11th Student Research Conference in Informatics and Information Technologies

PÍPA, Marek – KMENT, Attila – PONIČAN, Ján – JANÍČEK, František, Testing of photovoltaic panels. , ISBN 978-80-89402-82-3, 2016, Power engineering 2016. Renewable Energy Sources 2016 : 6th International Scientific Conference

DAŇO, Jozef – HÜTTNER, Ľudovít, Vonkajšia ochrana veterné turbíny pred bleskom., ISSN 1803-0394, 2016, Energie 21. č. 4

KAŠŠÁK, Ondrej – KOMPAN, Michal – BIELIKOVÁ, Mária. , Student behavior in a web-based educational system: Exit intent prediction, ISSN 0952-1976, 2016, Engineering Applications of Artificial Intelligence

VRABLECOVÁ, Petra – ŠIMKO, Marián, Supporting Semantic Annotation of Educational Content by Automatic Extraction of Hierarchical Domain Relationships., ISSN 1939-1382, 2016, IEEE transactions on learning technologies

BOU EZZEDDINE, Anna – LÓDERER, Marek – LAURINEC, Peter – VRABLECOVÁ, Petra – ROZINAJOVÁ, Viera – LUCKÁ, Mária – LACKO, Peter – GRMANOVÁ, Gabriela, Using biologically inspired computing to effectively improve prediction models., ISSN 1448-5869, 2016, Journal of Hybrid Intelligent Systems

GRMANOVÁ, Gabriela – LAURINEC, Peter – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna – LUCKÁ, Mária – LACKO, Peter – VRABLECOVÁ, Petra – NÁVRAT, Pavol, Incremental Ensemble Learning for Electricity Load Forecasting. , ISSN 1785-8860, 2016, Acta Polytechnica Hungarica

BARLA , Michal – LACKO, Peter – ŠAJGALÍK, Márius, Aplikácia prístupov hĺbkového učenia na riešenie (ne)štandardných úloh strojového učenia., ISBN 978-80-227-4619-9, 2016, Proceedings WIKT and DaZ 2016. 11th workshop on intelligent and knowledge oriented technologies, 35th conference on data and knowledge

ŠEVCECH, Jakub – LAURINEC, Peter – KAŠŠÁK, Ondrej, R vs. Python – which one fits you best? , ISBN 978-80-227-4619-9, 2016, Proceedings WIKT and DaZ 2016. 11th workshop on intelligent and knowledge oriented technologies, 35th conference on data and knowledge

BLŠTÁK, Miroslav – ROZINAJOVÁ, Viera, Automatic question generation based on analysis of sentence structure., ISBN 978-3-319-45509-9, 2016, Text, speech and dialogue. 19th international conference, TSD 2016 Brno

LAURINEC, Peter – LUCKÁ, Mária, Comparison of Representations of Time Series for Clustering Smart Meter Data, ISBN 978-988-14047-1-8, 2016, Proceedings of the World Congress on Engineering and Computer Science 2016

LAURINEC, Peter – LÓDERER, Marek – VRABLECOVÁ, Petra – LUCKÁ, Mária – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna, Adaptive Time Series Forecasting of Energy Consumption using Optimized Cluster Analysis, ISBN 978-1-5090-5472-5, 2016, Adaptive Time Series Forecasting of Energy Consumption using Optimized Cluster Analysis. In Proceedings 16th IEEE International Conference on Data Mining Workshops

VRABLECOVÁ, Petra – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna, Incremental Time Series Prediction Using Error-Driven Informed Adaptation, ISBN 978-1-5090-5472-5, 2016, Proceedings 16th IEEE International Conference on Data Mining Workshops (ICDMW 2016)

BLŠTÁK, Miroslav – ROZINAJOVÁ, Viera, Využívanie hierarchie vetných vzorov pre automatizovanú tvorbu otázok., ISBN 978-80-227-4619-9, 2016, Proceedings WIKT and DaZ 2016. 11th workshop on intelligent and knowledge oriented technologies, 35th conference on data and knowledge

FABŠIČ Tomáš – GROŠEK Otokar – NEMOGA Karol – ZAJAC Pavol, On generating invertible circulant binary matrices with a prescribed number of ones, ISSN 1936-2447, 2017, Cryptography and Communications Discrete Structures, Boolean Functions and Sequences

JANIGA, Peter – IVANIČ, Marián, Simulátor pre testovanie systémov v domácnostiach., ISSN 1803-0394, 2017, Energie 21. Roč. 10, č. 1

ŠEVCECH, Jakub – BIELIKOVÁ, Mária, Repeating patterns as symbols for long time series representation, ISSN 0164-1212, 2017, Journal of Systems and Software

ŠEVCECH, Jakub, Towards Symbolic Representation of Potentially Infinite Time Series. , ISSN 1338-1237, 2017, Information Sciences and Technologies. Bulletin of the ACM Slovakia

BLŠTÁK, Miroslav – ROZINAJOVÁ, Viera, Machine Learning Approach to the Process of Question Generation., ISBN 978-3-319-64205-5, 2017, 20th International Conference, Text, Speech and Dialogue 2017

LOEBL, Jaroslav – POSCH, Helmut – ROZINAJOVÁ, Viera, Multi-objective Optimization for Power Load Recommendation Considering User’s Comfort. , ISBN 978-331971642-8, 2017, DARE 2017, 5th ECML PKDD Workshop

VRABLECOVÁ, Petra – ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna, Incremental Adaptive Time Series Prediction for Power Demand Forecasting, ISBN 978-3-319-61844-9, 2017, DMBD 2017. Data Mining and Big Data Second International Conference, DMBD 2017

HALAŠ, Peter – LÓDERER, Marek – ROZINAJOVÁ, Viera, Prediction of Electricity Consumption using Biologically Inspired Algorithms, ISBN 978-1-5386-0888-3, 2017, INFORMATICS 2017. Proceedings of IEEE 14th International Scientific Conference on Informatics

JANÍČEK František – PERNÝ Milan – ŠALY Vladimír – VÁRY Michal – BREZA Juraj – CHOCHOL Peter, The role of smart grid in integrating the renewable energies in Slovakia, ISSN 0958-305X, 2018, Energy & Environment. Vol. 29, Iss. 2
ROZINAJOVÁ, Viera – BOU EZZEDDINE, Anna – LÓDERER, Marek – LOEBL, Jaroslav – MAGYAR, Róbert – VRABLECOVÁ, Petra, Computational Intelligence in Smart Grid Environment, ISBN 978-0-12-813314-9, 2018, Computational Intelligence for Multimedia Big Data on the Cloud with Engineering Applications

CHOVAŇÁK, Tomáš – KAŠŠÁK, Ondrej – KOMPAN, Michal – BIELIKOVÁ, Mária, Fast Streaming Behavioural Pattern Mining. In New generation computing, ISSN 0288-3635, 2018, New generation computing

KAŠŠÁK, Ondrej – KOMPAN, Michal – BIELIKOVÁ, Mária, Acquisition and Modelling of Short-Term User Behaviour on the Web: A Survey, ISSN 1540-9589, 2018, Journal of Web Engineering

VRABLECOVÁ, Petra – BOU EZZEDDINE, Anna – ROZINAJOVÁ, Viera – ŠÁRIK, Slavomír – SANGAIAH, Arun Kumar, Smart grid load forecasting using online support vector regression., ISSN 0045-7906, 2018, Computers and electrical engineering

ŠAJGALÍK, Márius – BARLA , Michal – BIELIKOVÁ, Mária, Searching for discriminative words in multidimensional continuous feature space. , ISSN 0885-2308, 2019, Computer speech and language