Financial and economic news is continuously monitored by financial market participants.
According to the efficient market hypothesis, all past information is reflected in stock prices and …

… Dimitar Trajanov is a professor and head of department of … Trajanov received his PhD
in computer science and engineering from Saints … Contact him at dimitar.trajanov@finki.ukim.mk. …

Rapid technological developments in the last decade have contributed to using machine
learning (ML) in various economic sectors. Financial institutions have embraced technology …

Missing data is a common problem in a wide range of fields that can arise as a result of
different reasons: lack of analysis, mishandling samples, measurement error, etc. The area of …

This paper presents MAKEDONKA, the first open-source Macedonian language synthesizer
that is based on the Deep Learning approach. The paper provides an overview of the …

The growing trend of Large Language Models (LLM) development has attracted significant
attention, with models for various applications emerging consistently. However, the combined …

Natural language processing (NLP) is an area of artificial intelligence that applies information
technologies to process the human language, understand it to a certain degree, and use it …

Over the last decade, machine learning methods have revolutionized a large number of
domains and provided solutions to many problems that people could hardly solve in the past. …

Background Drug product data is available on the Web in a distributed fashion. The reasons
lie within the regulatory domains, which exist on a national level. As a consequence, the …

Nowadays, companies collect data at an increasingly high rate to the extent that traditional
implementation of algorithms cannot cope with it in reasonable time. On the other hand, …