Special Issue "Big Data and Complex Networks in Finance and Insurance"
Deadline for manuscript submissions: 15 December 2023 | Viewed by 97
Interests: actuarial science; complex networks
Special Issues, Collections and Topics in MDPI journals
Special Issue in Risks: Data Science in Insurance
The field of finance and insurance has witnessed an important transformation over the past few decades with the advent of complex network and data science techniques. The growing availability of large-scale financial and insurance data, coupled with the advancement of complex network analysis and machine learning algorithms, has opened up new possibilities for researchers and practitioners to gain deeper insights into financial and insurance markets, and to develop more accurate and efficient models for predicting market behaviour and managing risks.
This Special Issue aims to bring together cutting-edge research on the use of complex network and data science techniques in finance and insurance. The Special Issue will feature a wide range of topics, including network-based analysis of financial markets, machine learning approaches for evaluating risk in insurance, risk management using big data analytics, and many others. The Special Issue will also explore the potential applications of these techniques in areas such as insurance pricing, fraud detection, and portfolio management.
The contributions in this Special Issue will showcase the latest research and developments in the field of finance and insurance, highlighting the importance of interdisciplinary approaches that combine insights from computer science, mathematics, and economics. The Special Issue will be of interest to academics, researchers, and practitioners in the field, as well as to those who are interested in the potential applications of complex network and data science techniques in finance and insurance.
Dr. Gian Paolo Clemente
Dr. Alessandra Cornaro
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 submissions that pass pre-check are 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 1400 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.
- actuarial science
- complex network
- machine learning
- multilayer network