Special Issue "Financial Crisis and Datamining"
Deadline for manuscript submissions: 31 March 2021.
Different aspects of human activities are automatically recorded by means of different devices. Activities in social networks such as Twitter, Instagram, etc. provide data on feelings, search preferences, political unrest, etc. that were previously not directly observable. Consequently, there is a challenge on how to integrate and process such a large amount of data in order to produce relevant information to make decisions. This Special Issue focuses on the broad topic of “Financial Crisis and Datamining” and aims to gather novel empirical research on big data applications to financial crisis forecasting. Multidisciplinary articles that combine traditional econometric techniques with methodologies borrowed from other sciences, such as evolutionary algorithms, artificial neural networks, and text mining, are particularly welcome.
The Special Issue could include contributions on financial crisis forecasts, financial crashes’ early warning indicators, asset return predictability, and volatility modeling.
Dr. Aurelio F. Bariviera
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Journal of Risk and Financial Management is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- Financial crisis
- Big data
- Machine learning
- Artificial neural networks
- Evolutionary algorithms
- Text mining
- Market sentiment
- Asset return forecasts
- Volatility modeling