16 citations · 20 across the 4 of their papers we have counts for
4 papers
Business Utility of Large Language Models as Exploratory Data Analysis Agents
Rafał Łabędzki, Patryk Miziuła, Hubert Rutkowski +5
Large Language Models (LLMs) are increasingly used in analytical workflows, but their suitability as exploratory data analysis (EDA) agents in business settings remains uncertain.…
Financial Report Chunking for Effective Retrieval Augmented Generation
Antonio Jimeno Yepes, Yao You, Jan Milczek +2
Chunking information is a key step in Retrieval Augmented Generation (RAG). Current research primarily centers on paragraph-level chunking. This approach treats all texts as equal…
Challenges and approaches to time-series forecasting in data center telemetry: A Survey
Shruti Jadon, Jan Kanty Milczek, Ajit Patankar
Time-series forecasting has been an important research domain for so many years. Its applications include ECG predictions, sales forecasting, weather conditions, even COVID-19 spre…
Early Warning System for Seismic Events in Coal Mines Using Machine Learning
Robert Bogucki, Jan Lasek, Jan Kanty Milczek +1
This document describes an approach to the problem of predicting dangerous seismic events in active coal mines up to 8 hours in advance. It was developed as a part of the AAIA'16 D…