Selected publications

• Brabec, Marek, Eben, Kryštof, Pelikán, Emil, Krč, Pavel, Resler, Jaroslav, Juruš, Pavel. Statistical Modeling for Improvement of Numerical-Model-Based Solar Radiation Forecasts. In Proceedings of the Third International Afro-European Conference for Industrial Advancement - AECIA 2016, pages 248-257 , , ISSN 2194-5357. [SCOPUS] [DOI] [ASEP]
• Pelikán, Emil, Juruš, Pavel, Krč, Pavel, Hanslian, David, Sedlák, Pavel. Meteorologie a klimatologie pro efektivní využití obnovitelných zdrojů energie. In Výzkum pro energetiku: vybraná témata, pages 2-19 , . [ASEP]
• Brabec, Marek, Krč, Pavel, Eben, Kryštof, Pelikán, Emil. Wind Speed Forecasting for a Large-Scale Measurement Network and Numerical Weather Modeling. In Advances in Time Series Analysis and Forecasting, pages 361-373 , , ISSN 1431-1968. [WOS] [DOI] [ASEP]
• Juruš, Pavel, Karel, J., Jareš, R., Martinovský, J., Píša, V., Polák, R., Smolová, E., Pelikán, Emil, Brabec, Marek, Konár, O., Fuglík, Viktor, Eben, Kryštof, Resler, Jaroslav, Vlček, O., Machálek, P., Modlík, M., Hnilicová, H., Benešová, N., Srbová, D., Zapletal, M., Kadlubiec, R., Škarková, P., Barnet, J.. Emission Processor for Air Quality Models Utilizing Newly Available Data. In HARMO 17. Proceedings of the 17th International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, pages 117-120 , . [SCOPUS] [ASEP]
• Brabec, Marek, Konár, Ondřej, Malý, Marek, Kasanický, Ivan, Pelikán, Emil. Statistical Models for Disaggregation and Reaggregation of Natural Gas Consumption Data. In Journal of Applied Statistics, volume 42, issue 5, pages 921-937 , 2015, ISSN 0266-4763. [WOS] [SCOPUS] [DOI] [ASEP]
• Brabec, Marek, Konár, Ondřej, Kasanický, Ivan, Pelikán, Emil, Malý, Marek. Highway Truck Parking Prediction System and Statistical Modeling Underlying its Development. In Proceedings of the Second International Conference on Traffic and Transport Engineering, pages 164-170 , . [WOS] [ASEP]
• Krč, Pavel, Eben, Kryštof, Pelikán, Emil. Clustering Weather Situations with Respect to Prediction of Solar Irradiance by Multiple NWP Models. In ECAI 2014, pages 1207-1208 , , ISSN 0922-6389. [SCOPUS] [WOS] [DOI] [ASEP]
• Watts, A.G., Prauzek, M., Musílek, P., Pelikán, Emil, Sanchez-Azofeifa, A.. Fuzzy Power Management for Environmental Monitoring Systems in Tropical Regions. In Proceedings of the 2014 International Joint Conference on Neural Networks, pages 1719-1726 , . [SCOPUS] [WOS] [DOI] [ASEP]
• Krömer, P., Musílek, P., Pelikán, Emil, Krč, Pavel, Juruš, Pavel, Eben, Kryštof. Support Vector Regression of Multiple Predictive Models of Downward Short-Wave Radiation. In Proceedings of the 2014 International Joint Conference on Neural Networks, pages 651-657 , . [SCOPUS] [WOS] [DOI] [ASEP]
• Prokop, L., Mišák, S., Pelikán, Emil, Juruš, Pavel, Kasanický, Ivan. Analysis of PV system energy balance based on meteorological data. In Przeglad Elektrotechniczny, volume 89, issue 11, pages 27-30 , 2013, ISSN 0033-2097. [SCOPUS] [ASEP]
• Juruš, Pavel, Eben, Kryštof, Resler, Jaroslav, Krč, Pavel, Kasanický, Ivan, Pelikán, Emil, Brabec, Marek, Hošek, Jiří. Estimating climatological variability of solar energy production. In Solar Energy, volume Part C, issue December, pages 255-264 , 2013, ISSN 0038-092X. [SCOPUS] [WOS] [DOI] [ASEP]
• Brabec, Marek, Pelikán, Emil, Konár, Ondřej, Kasanický, Ivan, Juruš, Pavel, Sadil, J., Blažek, P.. A Statistical Approach to Planning Reserved Electric Power for Railway Infrastructure Administration. In 20th Anniversary of the Faculty of Transport Sciences, Czech Technical University in Prague - Selected Papers, pages 311-318 , . [ASEP]
• Brabec, Marek, Konár, Ondřej, Kasanický, Ivan, Pelikán, Emil, Malý, Marek, Lokaj, Z., Zelinka, T.. Forecasting System for Truck Parking Based on Statistical Modeling of Indirect Data. In Proceedings of the 11th European Transport Congress, pages 26-28 , . [ASEP]
• Brabec, Marek, Pelikán, Emil, Krč, Pavel, Eben, Kryštof, Musílek, P.. Statistical Modeling of Energy Production by Photovoltaic Farms. In Journal of Energy and Power Engineering, volume 5, issue 9, pages 785-793 , 2011, ISSN 1934-8975. [ASEP]
• Heckenbergerová, Jana, Musílek, P., Bhuiyan, M.M.I., Koval, D., Pelikán, Emil. Identification of critical aging segments and hotspots of power transmission lines. In Environment and Electrical Engineering, pages 175-178 , . [SCOPUS] [DOI] [ASEP]
• Pelikán, Emil, Eben, Kryštof, Resler, Jaroslav, Juruš, Pavel, Krč, Pavel, Brabec, Marek, Brabec, Tomáš, Musílek, P.. Wind power forecasting by an empirical model using NWP outputs. In Environment and Electrical Engineering, pages 45-48 , . [SCOPUS] [DOI] [ASEP]
• Brabec, Marek, Malý, Marek, Pelikán, Emil, Konár, Ondřej. Statistical Model of Segment-Specific Relationship Between Natural Gas Consumption and Temperature in Daily and Hourly Resolution. In Natural Gas, pages 393-416 , . [WOS] [DOI] [ASEP]
• Brabec, Marek, Pelikán, Emil, Krč, Pavel, Eben, Kryštof, Musílek, P.. Statistical Modeling of Energy Production by Photovoltaic Farms. In Electrical Power and Energy Conference "Sustainable Energy for an Intelligent Grid", pages 1-6 , . [SCOPUS] [DOI] [ASEP]
• Brabec, Marek, Malý, Marek, Pelikán, Emil, Konár, Ondřej. Statistical Calibration of the Natural Gas Consumption Model. In WSEAS Transactions on Systems, volume 8, issue 7, pages 902-912 , 2009, ISSN 1109-2777. [SCOPUS] [ASEP]
• Brabec, Marek, Konár, Ondřej, Malý, Marek, Pelikán, Emil, Vondráček, Jiří. A Statistical Model for Natural Gas Standardized Load Profiles. In Journal of the Royal Statistical Society Series C-Applied Statistics, volume 58, issue 1, pages 123-139 , 2009, ISSN 0035-9254. [WOS] [SCOPUS] [DOI] [ASEP]
• Brabec, Marek, Konár, Ondřej, Pelikán, Emil, Malý, Marek. A Nonlinear Mixed Effects Model for the Prediction of Natural Gas Consumption by Individual Customers. In International Journal of Forecasting, volume 24, issue 4, pages 659-678 , 2008, ISSN 0169-2070. [WOS] [SCOPUS] [DOI] [ASEP]
• Vondráček, Jiří, Pelikán, Emil, Konár, Ondřej, Čermáková, Jana, Eben, Kryštof, Malý, Marek, Brabec, Marek. A Statistical Model for the Estimation of Natural Gas Consumption. In Applied Energy, volume 85, issue 5, pages 362-370 , 2008, ISSN 0306-2619. [WOS] [SCOPUS] [DOI] [ASEP]
• Pelikán, Emil, Brabec, Marek. Paměť v informačních systémech a matematických modelech. In Paměť a její poruchy, pages 373-377 , . [ASEP]
• Schlink, U., Herbath, O., Richter, M., Dorling, S., Nunnari, G., Cawley, G., Pelikán, Emil. Statistical Models to Assess the Health Effects and to Forecast Ground Level Ozone. In Environmental Modelling & Software, volume 21, issue 4, pages 547-558 , 2006, ISSN 1364-8152. [WOS] [SCOPUS] [DOI] [ASEP]
• Musílek, Petr, Pelikán, Emil, Brabec, Tomáš, Šimůnek, Milan. Recurrent Neural Network based Gating for Natural Gas Load Prediction System. In International Joint Conference on Neural Networks, pages 3736-3741 , . [WOS] [SCOPUS] [DOI] [ASEP]
• Pelikán, Emil, Šimůnek, Milan. Risk Management of the Natural Gas Consumption using Genetic Algorithms. In Neural Network World, volume 15, pages 425-436 , 2005, ISSN 1210-0552. [WOS] [SCOPUS] [ASEP]
• Eben, Kryštof, Juruš, Pavel, Resler, Jaroslav, Belda, Michal, Pelikán, Emil, Krüger, B.C., Keder, J.. An Ensemble Kalman Filter for Short-Term Forecasting of Tropospheric Ozone Concentrations. In Quarterly Journal of the Royal Meteorological Society, volume 131, issue 613, pages 3313-3322 , 2005, ISSN 0035-9009. [WOS] [SCOPUS] [DOI] [ASEP]
• Svítek, M., Pelikán, Emil. Monitoring and Control of Dangerous Goods Transport. In Neural Network World, volume 14, pages 303-312 , 2004, ISSN 1210-0552. [SCOPUS] [ASEP]
• Schlink, U., Dorling, S.R., Pelikán, Emil, Nunnari, G., Cawley, C., Junninen, H., Greig, A., Foxall, R., Eben, Kryštof, Chatterton, T., Vondráček, Jiří, Richter, M., Dostál, Michal, Bertucco, L., Kolehmainen, M., Doyle, M.. A Rigorous Inter-Comparison of Ground-Level Ozone Predictions. In Atmospheric Environment, volume 37, pages 3237-3253 , 2003, ISSN 1352-2310. [WOS] [SCOPUS] [DOI] [ASEP]
• Pelikán, Emil. Middle-Term Electric Load Forecasting by Time Series Decomposition. In Electricity Load Forecast using Intelligent Technologies, pages 167-176 , . [ASEP]
• Paluš, Milan, Pelikán, Emil, Eben, Kryštof, Krejčíř, Pavel, Juruš, Pavel. Nonlinearity and Prediction of Air Polution. In Artificial Neural Nets and Genetic Algorithms. Proceedings of the International conference, pages 473-476 , . [WOS] [DOI] [ASEP]
• Pelikán, Emil, Eben, Kryštof, Vondráček, Jiří, Krejčíř, Pavel, Keder, J.. Ground Level Ozone Peak Forecast using Neural Networks and Kalman Filter. In Meteorologický časopis, volume 3, issue 2, pages 3-8 , 2000, ISSN 1335-339X. [ASEP]
• Greig, A. J., Cawley, G., Dorling, S., Eben, Kryštof, Fiala, A. J., Karppinen, A., Keder, J., Kolehmainen, M., Kukkonen, K., Libero, B., Macoun, J., Niranjan, M., Nucifora, A., Nunnari, A., Paluš, Milan, Pelikán, Emil, Ruuskanen, J., Schlink, U.. Air Pollution Episodes: Modelling Tools for Improved Smog Management (APPETISE). In Air Pollution VIII, pages 89-98 , . [WOS] [SCOPUS] [ASEP]
• Pelikán, Emil. Predikční systémy pro podporu rozhodování. In Nostradamus'99. 2nd Prediction Conference on Prediction, Behavior of Dynamic Systems and its Application in Control Theory, Physics, Chemistry, Economy, and More..., pages 76-80 , . [ASEP]
• Pelikán, Emil. Principles of Forecasting - A Short Overview. In SOFSEM'99: Theory and Practice of Informatics, pages 311-327 , , ISSN 0302-9743. [WOS] [SCOPUS] [DOI] [ASEP]
• Pelikán, Emil, Petrák, L.. Electric Load Modelling with Theory of Extreme Values. In Neural Network World, volume 9, issue 4, pages 297-304 , 1999, ISSN 1210-0552. [SCOPUS] [ASEP]
• Novák, Mirko, Pelikán, Emil, Pecen, Ladislav. Sense and Nonsense of Forecasting. In Neural Network World, volume 9, issue 1-2, pages 91-101 , 1999, ISSN 1210-0552. [SCOPUS] [ASEP]
• Pelikán, Emil. Neural Network Predictions in the Czech Republic: Energy, Transportation, Banking and Environment. In Nostradamus'98. 1st Prediction Workshop on Prediction, Behavior of Dynamics Systems and its Applications in Control Theory, Physics, Chemistry, Economy, and More..., pages 37-43 , . [ASEP]
• Berka, P., Pelikán, Emil, Sláma, Marek. Rule-Based Forecasting: An Approach to Rules Exploring by Learning. In European Conference on Signal Analysis and Prediction, pages 195-198 , . [WOS] [ASEP]
• Pelikán, Emil. Time Series Forecasting by Neural Networks. In Proceedings of the International Conference Artificial Neural Networks and their Application Possibilities, pages 96-101 , . [ASEP]
• Pelikán, Emil, Matějka, Petr, Sláma, Marek, Novák, Mirko, Beran, Hynek. Střednědobá predikce spotřeby elektrické energie pomocí Kohonenových map. In Proceedings of the International Conference Artificial Neural Networks and their Application Possibilities, pages 45-49 , . [ASEP]
• Procházka, A., Sláma, Marek, Pelikán, Emil. Bayesian Estimators Use in Signal Processing. In Neural Network World, volume 6, issue 2, pages 209-213 , 1996, ISSN 1210-0552. [SCOPUS] [ASEP]
• Pelikán, Emil, Eben, Kryštof, Petrák, L.. One-Day Prediction of Electric Load Reflecting Future RCS Schedule. In Journal of Forecasting, volume 15, pages 427-435 , 1996, ISSN 0277-6693. [WOS] [SCOPUS] [DOI] [ASEP]
• Khanna, V., Šťáva, E., Pelikán, Emil. Estimating of CZK Volatility. In Neural Network World, volume 5, issue 6, pages 905-910 , 1995, ISSN 1210-0552. [SCOPUS] [ASEP]
• Pecen, Ladislav, Ramešová, Nina, Pelikán, Emil, Beran, Hynek. Application of the GUHA Method on Financial Data. In Neural Network World, volume 5, issue 4, pages 565-571 , 1995, ISSN 1210-0552. [SCOPUS] [ASEP]
• Novák, Mirko, Pelikán, Emil, Beran, Hynek. Time-Series Prediction by Artificial Neural Networks: Electric Power Consumption. In Frontier Decision Support Concepts. Help Desk, Learning, Fuzzy Diagnoses, Quality Evaluation, Prediction, Prediction, Evolution, pages 221-239 , . [ASEP]
• Böhm, V., Posseltová, V., Novák, Mirko, Pelikán, Emil. Neural Network Predicting System for Electric Load Data in West Bohemia. In ISAP'94. Proceedings of the International Conference on Intelligent System Application to Power System, pages 857-863 , . [ASEP]
• Pelikán, Emil, Groot, de C., Wuertz, D.. Power Consumption in West-Bohemia: Improved Forecasts with Decorrelating Connectionist Networks. In Neural Network World, volume 2, issue 6, pages 701-711 , 1992, ISSN 1210-0552. [ASEP]
• Pelikán, Emil. Spectral analysis of ARMA processes by Prony's method. In Kybernetika, volume 20, issue 4, pages 322-328 , 1984, ISSN 0023-5954. [WOS] [SCOPUS] [ASEP]
• Pelikán, Emil, Vosvrda, M.. On covariance coefficients estimates of finite order moving average processes. In Kybernetika, volume 17, issue 2, pages 169-174 , 1981, ISSN 0023-5954. [WOS] [SCOPUS] [ASEP]