Daniel Novotný
I am PhD student at Department of Cybernetics and Artificial Intelligence, Faculty of Electrical Engeneering and Informatics , University of Technology, Kosice.
Field of study: Artificial Intelligence.
Research interests:
- Neural Networks and their applications to time series processing and prediction.
- Special types of Neural Networks like TD NN (time delay neural network) FIR NN (finite impulse response neural network).
- Prediction systems based on FIR Neural Networks.
Publications:
- Novotný D.: Application of neural networks for time series prediction, Master thesis, Technical University of Košice, Slovakia
- Sinčák P., Novotný D., Kostelník P., Šamulka M., Hric M., Kaleta S.: Integration of Intelligent technologies - theory and application (in Slovak) Application of intelligent systems, Luhačovice 2000, Czech Republic
- Novotný D., Kaleta S., Sinčák P.: Electricity load forecasting using FIR BP NN, (in Slovak) International sympózium Elektroenergetika, Stará Lesná Jan. 22-23 2001, Slovakia
- Kaleta S., Novotný D., Sinčák P.: Experience with FIR BP neural networks for prediction problems, WSES 2001 Neural Networks and Applications (NNA 2001), Canary Island 2001, Spain
- Sinčák P., Novotný D., Kostelnik P.: Machine intelligence, intelligent technologies – present and future (in Slovak) International conference Cybernetics and informatics, Piešťany 2001, Slovakia
- Kaleta S., Novotný D., Sinčák P.: Prediction Systems Based on FIR BP Neural Networks International Conference on Artificial Neural Networks (ICANN 2001, poster), Aug. 21-25 2001, Vienna, Austria
Contact:
Daniel Novotný
Center for Intelligent technologies
Institute of Computer Technologie (doors no. 115)
Adress:
Department of Cybernetics and Artificial Intelligence
Faculty of Electrical Engineering and Informatics, TU Košice
Letna 9, 040 01 Košice
Phone: +421 55 602 5161
Email: novotny@neuron.tuke.sk