Ladislav Zjavka

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Demand Forecasting

Differential Equations

Top Venues

Publications

Ladislav Zjavka
Power Quality Estimations for Unknown Binary Combinations of Electrical Appliances Based on the Step-by-Step Increasing Model Complexity. Cybern. Syst. 55 (5) (2024)
Ladislav Zjavka
Power quality 24-hour prediction using differential, deep and statistics machine learning based on weather data in an off-grid. J. Frankl. Inst. 360 (17) (2023)
Ladislav Zjavka, Václav Snásel
Photovoltaic Power 24-hour Predictions Using PDE Component Models Based on the L-Transform Conversion Produced in Node-by-Node Evolved Binomial Networks. INCoS (2023)
Ladislav Zjavka, Václav Snásel
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. IWANN (1) (2023)
Ladislav Zjavka
Photo-voltaic power daily predictions using expanding PDE sum models of polynomial networks based on Operational Calculus. Eng. Appl. Artif. Intell. 89 (2020)
Ladislav Zjavka, Václav Snásel, Ajith Abraham
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. SoCPaR (2019)
Ladislav Zjavka, Václav Snásel, Ajith Abraham
Wind-Power Intra-day Statistical Predictions Using Sum PDE Models of Polynomial Networks Combining the PDE Decomposition with Operational Calculus Transforms. HIS (2019)
Ladislav Zjavka
Multi-site post-processing of numerical forecasts using a polynomial network substitution for the general differential equation based on operational calculus. Appl. Soft Comput. 73 (2018)
Ladislav Zjavka, Stanislav Misák, Lukás Prokop
Post-processing of Wind-Speed Forecasts Using the Extended Perfect Prog Method with Polynomial Neural Networks to Elicit PDE Models. HIS (2018)
Ladislav Zjavka, Pavel Krömer, Stanislav Misák, Václav Snásel
Modelling the Photovoltaic output Power using the differential Polynomial Network and Evolutionary fuzzy Rules. Math. Model. Anal. 22 (1) (2017)
Ladislav Zjavka, Stanislav Misák, Lukás Prokop
NWP Model Revisions Using Polynomial Similarity Solutions of the General Partial Differential Equation. IBICA (2017)
Ladislav Zjavka, Witold Pedrycz
Constructing general partial differential equations using polynomial and neural networks. Neural Networks 73 (2016)
Ladislav Zjavka, Václav Snásel, Varun Kumar Ojha, Witold Pedrycz
A substitution of the general partial differential equation with extended polynomial networks. IJCNN (2016)
Ladislav Zjavka
Numerical weather prediction revisions using the locally trained differential polynomial network. Expert Syst. Appl. 44 (2016)
Ladislav Zjavka, Václav Snásel
Forecasting a Photovoltaic Power Output with Ordinary Differential Equation Solutions Using the "Aladin" Model. AECIA (2016)
Ladislav Zjavka
Short-term Power Demand Forecasting using the Differential Polynomial Neural Network. Int. J. Comput. Intell. Syst. 8 (2) (2015)
Ladislav Zjavka, Václav Snásel
Composing and Solving General Differential Equations Using Extended Polynomial Networks. INCoS (2015)
Ladislav Zjavka
Daily Power Load Forecasting Using the Differential Polynomial Neural Network. HAIS (2014)
Ladislav Zjavka, Václav Snásel
Constructing ordinary sum differential equations using polynomial networks. Inf. Sci. 281 (2014)
Ladislav Zjavka
Power Demand Daily Predictions Using the Combined Differential Polynomial Network. IBICA (2014)
Ladislav Zjavka
Daily Power Demand Forecast Models of the Differential Polynomial Neural Network. ECC (1) (2014)
Sebastián Basterrech, Ladislav Zjavka, Lukás Prokop, Stanislav Misák
Irradiance prediction using Echo State Queueing Networks and Differential polynomial Neural Networks. ISDA (2013)
Ladislav Zjavka, Ajith Abraham
Failure and power utilization system models of differential equations by polynomial neural networks. HIS (2013)
Ladislav Zjavka
Application of Relative Derivation Terms by Polynomial Neural Networks. DATESO (2013)
Ladislav Zjavka
Forecast Models of Partial Differential Equations Using Polynomial Networks. ICGEC (2013)
Ladislav Zjavka, Václav Snásel
Power Output Models of Ordinary Differential Equations by Polynomial and Recurrent Neural Networks. IBICA (2013)