Ladislav Zjavka
Orcid: 0000-0002-2881-4319
According to our database1,
Ladislav Zjavka
authored at least 25 papers
between 2013 and 2023.
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Bibliography
2023
Power quality 24-hour prediction using differential, deep and statistics machine learning based on weather data in an off-grid.
J. Frankl. Inst., November, 2023
Intra- and All-Day PV Power Forecasting Using Expansion PDE Models Composed of the L-Transform Components in Nodes of Step-by-Step Evolved Polynomial Binary-Nets.
Proceedings of the Advances in Computational Intelligence, 2023
Photovoltaic Power 24-hour Predictions Using PDE Component Models Based on the L-Transform Conversion Produced in Node-by-Node Evolved Binomial Networks.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2023
2020
Photo-voltaic power daily predictions using expanding PDE sum models of polynomial networks based on Operational Calculus.
Eng. Appl. Artif. Intell., 2020
2019
Wind Power Intra-day Multi-step Predictions Using PDE Sum Models of Polynomial Networks Based on the PDE Conversion and Substitution with the L-Transformation.
Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019), 2019
Wind-Power Intra-day Statistical Predictions Using Sum PDE Models of Polynomial Networks Combining the PDE Decomposition with Operational Calculus Transforms.
Proceedings of the Hybrid Intelligent Systems, 2019
2018
Multi-site post-processing of numerical forecasts using a polynomial network substitution for the general differential equation based on operational calculus.
Appl. Soft Comput., 2018
Post-processing of Wind-Speed Forecasts Using the Extended Perfect Prog Method with Polynomial Neural Networks to Elicit PDE Models.
Proceedings of the Hybrid Intelligent Systems, 2018
2017
Modelling the Photovoltaic output Power using the differential Polynomial Network and Evolutionary fuzzy Rules.
Math. Model. Anal., 2017
NWP Model Revisions Using Polynomial Similarity Solutions of the General Partial Differential Equation.
Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2017
2016
Constructing general partial differential equations using polynomial and neural networks.
Neural Networks, 2016
Numerical weather prediction revisions using the locally trained differential polynomial network.
Expert Syst. Appl., 2016
A substitution of the general partial differential equation with extended polynomial networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Forecasting a Photovoltaic Power Output with Ordinary Differential Equation Solutions Using the "Aladin" Model.
Proceedings of the Third International Afro-European Conference for Industrial Advancement, 2016
2015
Short-term Power Demand Forecasting using the Differential Polynomial Neural Network.
Int. J. Comput. Intell. Syst., 2015
Composing and Solving General Differential Equations Using Extended Polynomial Networks.
Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015
2014
Inf. Sci., 2014
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014
Proceedings of the Intelligent Data analysis and its Applications, Volume I, 2014
2013
Irradiance prediction using Echo State Queueing Networks and Differential polynomial Neural Networks.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013
Proceedings of the Genetic and Evolutionary Computing, 2013
Power Output Models of Ordinary Differential Equations by Polynomial and Recurrent Neural Networks.
Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013
Failure and power utilization system models of differential equations by polynomial neural networks.
Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, 2013