2 citations · 2 across the 2 of their papers we have counts for
4 papers
Deep Dictionary-Free Method for Identifying Linear Model of Nonlinear System with Input Delay
Patrik Valábek, Marek Wadinger, Michal Kvasnica +1
Nonlinear dynamical systems with input delays pose significant challenges for prediction, estimation, and control due to their inherent complexity and the impact of delays on syste…
Deep Koopman Economic Model Predictive Control of a Pasteurisation Unit
Patrik Valábek, Michaela Horváthová, Martin Klaučo
This paper presents a deep Koopman-based Economic Model Predictive Control (EMPC) for efficient operation of a laboratory-scale pasteurization unit (PU). The method uses Koopman op…
Intent Classification for Bank Chatbots through LLM Fine-Tuning
Bibiána Lajčinová, Patrik Valábek, Michal Spišiak
This study evaluates the application of large language models (LLMs) for intent classification within a chatbot with predetermined responses designed for banking industry websites.…
Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data
Bibiána Lajčinová, Patrik Valábek, Michal Spišiak
This paper introduces an approach for building a Named Entity Recognition (NER) model built upon a Bidirectional Encoder Representations from Transformers (BERT) architecture, spec…