Ladislav Zjavka

30 papers B 1C 4Misc 1Journal 12Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Power quality day-ahead optimisation in smart grid load using PDE component differentiate and deep learning long-term modelling applied to NWP. Soft Comput. Ladislav Zjavka
2025	J	`jnl`	Photovoltaic power one-day and multistep-hourly AI predictions using node-by-node evolved binomial tree structures to form L-transformed PDE modules. Soft Comput. Ladislav Zjavka
2025	—	`conf`	Power Quality 24-h Prediction Based on L-Transform Derivative Modular and Deep Learning Statistics Using Environmental Data in Detached Smart Buildings. IWANN (1) Ladislav Zjavka, Václav Snásel
2024	J	`jnl`	Power Quality Estimations for Unknown Binary Combinations of Electrical Appliances Based on the Step-by-Step Increasing Model Complexity. Cybern. Syst. Ladislav Zjavka
2023	—	`conf`	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) Ladislav Zjavka, Václav Snásel
2023	—	`conf`	Photovoltaic Power 24-hour Predictions Using PDE Component Models Based on the L-Transform Conversion Produced in Node-by-Node Evolved Binomial Networks. INCoS Ladislav Zjavka, Václav Snásel
2023	J	`jnl`	Power quality 24-hour prediction using differential, deep and statistics machine learning based on weather data in an off-grid. J. Frankl. Inst. Ladislav Zjavka
2023	J	`jnl`	Wind speed and global radiation forecasting based on differential, deep and stochastic machine learning of patterns in 2-level historical meteo-quantity sets. Complex Intell. Syst. Ladislav Zjavka
2020	J	`jnl`	Photo-voltaic power daily predictions using expanding PDE sum models of polynomial networks based on Operational Calculus. Eng. Appl. Artif. Intell. Ladislav Zjavka
2019	—	`conf`	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 Ladislav Zjavka, Václav Snásel, Ajith Abraham
2019	C	`conf`	Wind-Power Intra-day Statistical Predictions Using Sum PDE Models of Polynomial Networks Combining the PDE Decomposition with Operational Calculus Transforms. HIS Ladislav Zjavka, Václav Snásel, Ajith Abraham
2018	J	`jnl`	Multi-site post-processing of numerical forecasts using a polynomial network substitution for the general differential equation based on operational calculus. Appl. Soft Comput. Ladislav Zjavka
2018	C	`conf`	Post-processing of Wind-Speed Forecasts Using the Extended Perfect Prog Method with Polynomial Neural Networks to Elicit PDE Models. HIS Ladislav Zjavka, Stanislav Misák, Lukás Prokop
2017	J	`jnl`	Modelling the Photovoltaic output Power using the differential Polynomial Network and Evolutionary fuzzy Rules. Math. Model. Anal. Ladislav Zjavka, Pavel Krömer, Stanislav Misák, Václav Snásel
2017	—	`conf`	NWP Model Revisions Using Polynomial Similarity Solutions of the General Partial Differential Equation. IBICA Ladislav Zjavka, Stanislav Misák, Lukás Prokop
2016	B	`conf`	A substitution of the general partial differential equation with extended polynomial networks. IJCNN Ladislav Zjavka, Václav Snásel, Varun Kumar Ojha, Witold Pedrycz
2016	J	`jnl`	Constructing general partial differential equations using polynomial and neural networks. Neural Networks Ladislav Zjavka, Witold Pedrycz
2016	—	`conf`	Forecasting a Photovoltaic Power Output with Ordinary Differential Equation Solutions Using the "Aladin" Model. AECIA Ladislav Zjavka, Václav Snásel
2016	J	`jnl`	Numerical weather prediction revisions using the locally trained differential polynomial network. Expert Syst. Appl. Ladislav Zjavka
2015	—	`conf`	Composing and Solving General Differential Equations Using Extended Polynomial Networks. INCoS Ladislav Zjavka, Václav Snásel
2015	J	`jnl`	Short-term Power Demand Forecasting using the Differential Polynomial Neural Network. Int. J. Comput. Intell. Syst. Ladislav Zjavka
2014	J	`jnl`	Constructing ordinary sum differential equations using polynomial networks. Inf. Sci. Ladislav Zjavka, Václav Snásel
2014	—	`conf`	Daily Power Demand Forecast Models of the Differential Polynomial Neural Network. ECC (1) Ladislav Zjavka
2014	Misc	`conf`	Daily Power Load Forecasting Using the Differential Polynomial Neural Network. HAIS Ladislav Zjavka
2014	—	`conf`	Power Demand Daily Predictions Using the Combined Differential Polynomial Network. IBICA Ladislav Zjavka
2013	—	`conf`	Application of Relative Derivation Terms by Polynomial Neural Networks. DATESO Ladislav Zjavka
2013	C	`conf`	Failure and power utilization system models of differential equations by polynomial neural networks. HIS Ladislav Zjavka, Ajith Abraham
2013	—	`conf`	Forecast Models of Partial Differential Equations Using Polynomial Networks. ICGEC Ladislav Zjavka
2013	C	`conf`	Irradiance prediction using Echo State Queueing Networks and Differential polynomial Neural Networks. ISDA Sebastián Basterrech, Ladislav Zjavka, Lukás Prokop, Stanislav Misák
2013	—	`conf`	Power Output Models of Ordinary Differential Equations by Polynomial and Recurrent Neural Networks. IBICA Ladislav Zjavka, Václav Snásel