Current Research: Financial engineering, smart (specific, measurable, achievable, relevant, timely) data analytics, machine learning and cryptocurrency markets.
Keywords: data sciences, dimension reduction and quantitative finance
Maria IannarioCurrent Research: Unfolding models for ordinal data for cyber risk assessment. Tree-based Item Response Models for Don’t Know responses and public’s levels of Financial Literacy knowledge. Item latent trait models to analyse payment aspects of financial inclusion
Keywords: Ordinal data models, Fintech, Risk assessment
Esra KabaklarliCurrent Research: Investigating The Impact of Green Technologies on Green Growth and Efficiency: Panel Data Analysis
Keywords: Circular Economy, Green Fintech, Green Economic Growth
Meriem KherboucheCurrent Research: Studying the use and benefits of Blockchain in Business Process Modelling and Improvement and the Fintech Revolution.
Keywords: Blockchain, Business Process Modelling, Enterprise Architecture, Information Systems and Business Systems, Model To Program, Fintech.
Daniele MarazzinaCurrent Research: Financial derivatives pricing and optimal asset allocation, as well as fintech topics, mainly interpretability issues on machine learning application in finance and in the insurance sector
Keywords: Fintech, Token, Machine Learning, Quantitative Finance Short Bio
Codruta MareCurrent Research: Spatial Econometrics, Sentiment Analysis applied in Finance, Insurance, trust in Financial Systems
Keywords: Econometrics, Spatial Econometrics, Finance, Sentiment Analysis, Financial Literacy, Insurance, Trust
Erika Mináriková, Miroslav HudecCurrent Research: Our research areas evolve around the theory of computational intelligence and explainability of AI by fuzzy logic and aggregation functions as well as application in diverse fields including finance, behavioural economics, and smart cities. We would like to focus our future work on further research in these fields and on the theoretical improvements required for solving particularities of the tasks.
Keywords: soft computing, fuzzy logic, explainability
Joerg OsterriederCurrent Research: Fintech, Artificial Intelligence in Finance
Keywords: Fintech, Finance, Artificial Intelligence
Belma ÖztürkkalCurrent Research: Investigating the effect of ESG (environmental, social and governance) performance and different ownership attributes (institutional, foreign, and state ownership) on firm performance. The prediction of mortgage defaults with mortgages from a major Turkish bank using tree-based machine learning methods.
Keywords: investments, corporate finance, mortgages, ESG
Alessia PaccagniniCurrent research: Econometrics, Macroeconometrics, Applied Macroeconomics, Time Series Analysis, Forecasting
Keywords: Big Data, Factor Models, DSGE Models, Monetary Policy, Machine Learning
Rezarta Shkurti PerriCurrent Research: The regulation of Fintech activities in CEE countries
Keywords: Financial analysis, diversity, big data in accounting and finance
Albulena ShalaCurrent Research: Regulatory barriers to fintech companies in Central and Eastern European countries – a lot of red tape or a building trust? The main purpose of this study is to analyze the legislation for fintech companies in Central and Eastern European (CEE) countries and identify which countries are more progressive and which are less so.
Key words: Fintech, CEE countries, Sandbox Regulatory, Innovation Office.
Hanna Kristín SkaftadóttirCurrent Research: As a part of her Ph.D. thesis, her research areas revolve around the efficiency and effectiveness of robotic process automation in auditing and a case study on blockchain adaption in shareholder registries. She has been moving onto XAI research recently in collaboration with fellows at Rutgers continuous accounting research lab (CARlab).
Keywords: RPA, blockchain, diversity, business intelligence
Barbara Będowska-SójkaCurrent Research: Cryptocurrencies, fintech
Keywords: financial time series analysis, volatility, spillovers, liquidity, networks;
Alessandra TandaCurrent Research: peer-to-peer lending platforms for SMEs and their characteristics; ESG ETF performance and investment criteria; Digital banks: identification and performance evaluation of digital banks.
Keywords: banking, fintech, ESG
Claudia TarantolaCurrent Research: Ordered response models for risk evaluation
Keywords: Categorical data analysis, risk evaluation, Bayesian Statistics, Data Science, Graphical Models