Dimitri Marinelli

710 total citations · 1 hit paper
8 papers, 419 citations indexed

About

Dimitri Marinelli is a scholar working on Finance, Economics and Econometrics and Management Science and Operations Research. According to data from OpenAlex, Dimitri Marinelli has authored 8 papers receiving a total of 419 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Finance, 4 papers in Economics and Econometrics and 3 papers in Management Science and Operations Research. Recurrent topics in Dimitri Marinelli's work include Financial Markets and Investment Strategies (4 papers), Financial Distress and Bankruptcy Prediction (3 papers) and Market Dynamics and Volatility (3 papers). Dimitri Marinelli is often cited by papers focused on Financial Markets and Investment Strategies (4 papers), Financial Distress and Bankruptcy Prediction (3 papers) and Market Dynamics and Volatility (3 papers). Dimitri Marinelli collaborates with scholars based in Italy, United Kingdom and Switzerland. Dimitri Marinelli's co-authors include Jochen Papenbrock, Paolo Giudici, Niklas Bussmann and Riccardo Volpi and has published in prestigious journals such as Physical review. D, Computational Economics and Frontiers in Artificial Intelligence.

In The Last Decade

Dimitri Marinelli

8 papers receiving 393 citations

Hit Papers

Explainable Machine Learning in Credit Risk Management 2020 2026 2022 2024 2020 50 100 150 200
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Explainable Machine Learning in Credit Risk Management
    2020 222 citations Niklas Bussmann, Paolo Giudici et al. Computational Economics profile →

Peers

Dimitri Marinelli
Niklas Bussmann Italy
Jochen Papenbrock United Kingdom
Jia Zhai China
Naeem Siddiqi South Africa
David Leinweber United States
Lu Wei China
Peter Martey Addo France
Oktay Taş Türkiye
Qiuyue Zhang China
Niklas Bussmann Italy
Dimitri Marinelli
Citations per year, relative to Dimitri Marinelli Dimitri Marinelli (= 1×) peers Niklas Bussmann

Countries citing papers authored by Dimitri Marinelli

Since Specialization
Citations

This map shows the geographic impact of Dimitri Marinelli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dimitri Marinelli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dimitri Marinelli more than expected).

Fields of papers citing papers by Dimitri Marinelli

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dimitri Marinelli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dimitri Marinelli. The network helps show where Dimitri Marinelli may publish in the future.

Co-authorship network of co-authors of Dimitri Marinelli

This figure shows the co-authorship network connecting the top 25 collaborators of Dimitri Marinelli. A scholar is included among the top collaborators of Dimitri Marinelli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dimitri Marinelli. Dimitri Marinelli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

8 of 8 papers shown
1.
Marinelli, Dimitri, et al.. (2022). Network Diversification for a Robust Portfolio Allocation. SSRN Electronic Journal. 2 indexed citations
2.
Marinelli, Dimitri, et al.. (2021). Interpretable Machine Learning for Diversified Portfolio Construction. Zürcher Hochschule für Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences). 3(3). 31–51. 20 indexed citations
3.
Bussmann, Niklas, Paolo Giudici, Dimitri Marinelli, & Jochen Papenbrock. (2020). Explainable AI in Fintech Risk Management. Frontiers in Artificial Intelligence. 3. 26–26. 112 indexed citations
4.
Bussmann, Niklas, Paolo Giudici, Dimitri Marinelli, & Jochen Papenbrock. (2020). Explainable Machine Learning in Credit Risk Management. Computational Economics. 57(1). 203–216. 222 indexed citations breakdown →
5.
Marinelli, Dimitri, et al.. (2020). Interpretable Machine Learning for Diversified Portfolio Construction. SSRN Electronic Journal. 5 indexed citations
6.
Marinelli, Dimitri, et al.. (2020). Understanding Machine Learning for Diversified Portfolio Construction by Explainable AI. SSRN Electronic Journal. 5 indexed citations
7.
Volpi, Riccardo, et al.. (2020). Parameter estimation for the cosmic microwave background with Bayesian neural networks. Physical review. D. 102(10). 33 indexed citations
8.
Bussmann, Niklas, Paolo Giudici, Dimitri Marinelli, & Jochen Papenbrock. (2019). Explainable AI in Credit Risk Management. SSRN Electronic Journal. 20 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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