Irena Vodenska

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 17

Top Topics

Sentiment Analysis

Financial Markets

Top Venues

ICT Innovations

J. Complex Networks

Publications

Jovana Marojevikj, Ana Todorovska, Irena Vodenska, Lou Chitkushev, Dimitar Trajanov
Understanding Worldwide Natural Gas Trade Flow for 2017 to 2022: A Network-Based Approach. ICT Innovations (2023)
Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Lubomir T. Chitkushev, Irena Vodenska, Dimitar Trajanov
Ethically Responsible Machine Learning in Fintech. IEEE Access 10 (2022)
Hristijan Peshov, Ana Todorovska, Jovana Marojevikj, Eva Spirovska, Ivan Rusevski, Gorast Angelovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov
Using Centrality Measures to Extract Knowledge from Cryptocurrencies' Interdependencies Networks. ICT Innovations (2022)
Darko Stosic, Dusan Stosic, Irena Vodenska, Harry Eugene Stanley, Tatijana Stosic
A New Look at Calendar Anomalies: Multifractality and Day-of-the-Week Effect. Entropy 24 (4) (2022)
Jonathan Barlow, Irena Vodenska
Socio-Economic Impact of the Covid-19 Pandemic in the U.S. Entropy 23 (6) (2021)
Thomas Olson, Irena Vodenska, Guanglan Zhang, Marislei Nishijima, Lou Chitkushev
Examining Mental Illness Trends in the United States From 2006 to 2019. BIBM (2021)
Chang Liu, Shu Zhou, Irena Vodenska, Lou Chitkushev, Guanglan Zhang, Shahin Gheitanchi, Reza Rawassizadeh
Blockchain Technology in Healthcare: A Scientific and Technological Driving Force. CBMS (2021)
Wataru Souma, Irena Vodenska, Lou Chitkushev
Classification of Paper Values Based on Citation Rank and PageRank. J. Data Inf. Sci. 5 (3) (2020)
Kostadin Mishev, Ana Gjorgjevikj, Irena Vodenska, Lubomir T. Chitkushev, Dimitar Trajanov
Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers. IEEE Access 8 (2020)
Wataru Souma, Irena Vodenska, Lou Chitkushev
New Measures of Journal Impact Based on the Number of Citations and PageRank. J. Digit. Inf. Manag. 18 (1) (2019)
Wataru Souma, Irena Vodenska, Hideaki Aoyama
Enhanced news sentiment analysis using deep learning methods. J. Comput. Soc. Sci. 2 (1) (2019)
Wataru Souma, Irena Vodenska, Lou Chitkushev
New Measures of Journal Impact Based on Citation Network. ISSI (2019)
Kostadin Mishev, Ana Gjorgjevikj, Riste Stojanov, Igor Mishkovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov
Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis. ICT Innovations (2019)
Nino Antulov-Fantulin, Dijana Tolic, Matija Piskorec, Ce Zhang, Irena Vodenska
Inferring short-term volatility indicators from Bitcoin blockchain. CoRR (2018)
Nino Antulov-Fantulin, Dijana Tolic, Matija Piskorec, Ce Zhang, Irena Vodenska
Inferring Short-Term Volatility Indicators from the Bitcoin Blockchain. COMPLEX NETWORKS (2) (2018)
Yohei Sakamoto, Irena Vodenska
Systemic risk and structural changes in a bipartite bank network: a new perspective on the Japanese banking crisis of the 1990s. J. Complex Networks 5 (2) (2017)
Yohei Sakamoto, Irena Vodenska
Erratum to "Systemic risk and structural changes in a bipartite bank network: a new perspective on the Japanese banking crisis of the 1990s". J. Complex Networks 5 (3) (2017)
Matija Piskorec, Nino Antulov-Fantulin, Petra Kralj Novak, Igor Mozetic, Miha Grcar, Irena Vodenska, Tomislav Smuc
News Cohesiveness: an Indicator of Systemic Risk in Financial Markets. CoRR (2014)