News Cohesiveness: an Indicator of Systemic Risk in Financial Markets. - Matija Piskorec; Nino Antulov-Fantulin; Petra Kralj Novak; Igor Mozetic; Miha Grcar; Irena Vodenska; Tomislav Smuc (CoRR, 2014)

Systemic risk and structural changes in a bipartite bank network: a new perspective on the Japanese banking crisis of the 1990s. - Yohei Sakamoto; Irena Vodenska (J. Complex Networks, 2017)

Erratum to "Systemic risk and structural changes in a bipartite bank network: a new perspective on the Japanese banking crisis of the 1990s". - Yohei Sakamoto; Irena Vodenska (J. Complex Networks, 2017)

Inferring Short-Term Volatility Indicators from the Bitcoin Blockchain. - Nino Antulov-Fantulin; Dijana Tolic; Matija Piskorec; Ce Zhang 001; Irena Vodenska (COMPLEX NETWORKS (2), 2018)

Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis. - Kostadin Mishev; Ana Gjorgjevikj; Riste Stojanov; Igor Mishkovski; Irena Vodenska; Ljubomir T. Chitkushev; Dimitar Trajanov (ICT Innovations, 2019)

New Measures of Journal Impact Based on Citation Network. - Wataru Souma; Irena Vodenska; Lou Chitkushev (ISSI, 2019)

New Measures of Journal Impact Based on the Number of Citations and PageRank. - Wataru Souma; Irena Vodenska; Lou Chitkushev (J. Digit. Inf. Manag., 2019)

Enhanced news sentiment analysis using deep learning methods. - Wataru Souma; Irena Vodenska; Hideaki Aoyama (J. Comput. Soc. Sci., 2019)

Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers. - Kostadin Mishev; Ana Gjorgjevikj; Irena Vodenska; Lubomir T. Chitkushev; Dimitar Trajanov (IEEE Access, 2020)

Classification of Paper Values Based on Citation Rank and PageRank. - Wataru Souma; Irena Vodenska; Lou Chitkushev (J. Data Inf. Sci., 2020)

Examining Mental Illness Trends in the United States From 2006 to 2019. - Thomas Olson; Irena Vodenska; Guanglan Zhang; Marislei Nishijima; Lou Chitkushev (BIBM, 2021)

Blockchain Technology in Healthcare: A Scientific and Technological Driving Force. - Chang Liu; Shu Zhou; Irena Vodenska; Lou Chitkushev; Guanglan Zhang; Shahin Gheitanchi; Reza Rawassizadeh (CBMS, 2021)

Socio-Economic Impact of the Covid-19 Pandemic in the U.S. - Jonathan Barlow; Irena Vodenska (Entropy, 2021)

Using Centrality Measures to Extract Knowledge from Cryptocurrencies' Interdependencies Networks. - Hristijan Peshov; Ana Todorovska; Jovana Marojevikj; Eva Spirovska; Ivan Rusevski; Gorast Angelovski; Irena Vodenska; Ljubomir T. Chitkushev; Dimitar Trajanov (ICT Innovations, 2022)

Ethically Responsible Machine Learning in Fintech. - Maryan Rizinski; Hristijan Peshov; Kostadin Mishev; Lubomir T. Chitkushev; Irena Vodenska; Dimitar Trajanov (IEEE Access, 2022)

A New Look at Calendar Anomalies: Multifractality and Day-of-the-Week Effect. - Darko Stosic; Dusan Stosic; Irena Vodenska; Harry Eugene Stanley; Tatijana Stosic (Entropy, 2022)

Understanding Worldwide Natural Gas Trade Flow for 2017 to 2022: A Network-Based Approach. - Jovana Marojevikj; Ana Todorovska; Irena Vodenska; Lou Chitkushev; Dimitar Trajanov (ICT Innovations, 2023)