887 citations
- Polish Academy of SciencesPL60 papers
- Warsaw University of TechnologyPL22 papers
- University of WrocławPL17 papers
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- AGH University of KrakowPL11 papers
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- University of WarsawPL9 papers
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145 papers
Synchronizing Automata: Open Problems
Marek Szykuła
We survey selected open problems in the theory of synchronizing automata, centered around the famous ÄŒerný conjecture. A deterministic finite automaton is called synchronizing if…
Adapted Foundation Models for Breast MRI Triaging in Contrast-Enhanced and Non-Contrast Enhanced Protocols
Tri-Thien Nguyen, Lorenz A. Kapsner, Tobias Hepp +13
Background: Magnetic resonance imaging (MRI) has high sensitivity for breast cancer detection, but interpretation is time-consuming. Artificial intelligence may aid in pre-screenin…
On Evaluating Loss Functions for Stock Ranking: An Empirical Analysis With Transformer Model
Jan Kwiatkowski, Jarosław A. Chudziak
Quantitative trading strategies rely on accurately ranking stocks to identify profitable investments. Effective portfolio management requires models that can reliably order future…
TRIZ Agents: A Multi-Agent LLM Approach for TRIZ-Based Innovation
Kamil Szczepanik, Jarosław A. Chudziak
TRIZ, the Theory of Inventive Problem Solving, is a structured, knowledge-based framework for innovation and abstracting problems to find inventive solutions. However, its applicat…
Integrating Traditional Technical Analysis with AI: A Multi-Agent LLM-Based Approach to Stock Market Forecasting
Michał Wawer, Jarosław A. Chudziak
Traditional technical analysis methods face limitations in accurately predicting trends in today's complex financial markets. This paper introduces ElliottAgents, an multi-agent sy…
From Letters to Words and Back: Invertible Coding of Stationary Measures
Łukasz Dębowski
Motivated by problems of statistical language modeling, we consider probability measures on infinite sequences over two countable alphabets of a different cardinality, such as lett…