Branka Hadji Misheva

Publication Activity (10 Years)

Years Active: 2018-2025
Publications (10 Years): 13

Top Topics

Financial Markets

Risk Management

Top Venues

Frontiers Artif. Intell.

Publications

Fernando de Meer Pardo, Claude Lehmann, Dennis Gehrig, Andrea Nagy, Stefano Nicoli, Branka Hadji Misheva, Martin Braschler, Kurt Stockinger
GraLMatch: Matching Groups of Entities with Graphs and Language Models. EDBT (2025)
Yiting Liu, Lennart John Baals, Jörg Osterrieder, Branka Hadji Misheva
Leveraging network topology for credit risk assessment in P2P lending: A comparative study under the lens of machine learning. Expert Syst. Appl. 252 (2024)
Jörg Osterrieder, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Branka Hadji Misheva, Codruta Mare
Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques. CoRR (2024)
Fernando de Meer Pardo, Claude Lehmann, Dennis Gehrig, Andrea Nagy, Stefano Nicoli, Branka Hadji Misheva, Martin Braschler, Kurt Stockinger
GraLMatch: Matching Groups of Entities with Graphs and Language Models. CoRR (2024)
Branka Hadji Misheva, Jörg Osterrieder
A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods. CoRR (2023)
Marc Wildi, Branka Hadji Misheva
A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection. CoRR (2022)
Branka Hadji Misheva, Jochen Papenbrock
Editorial: Explainable, Trustworthy, and Responsible AI for the Financial Service Industry. Frontiers Artif. Intell. 5 (2022)
Branka Hadji Misheva, Jörg Osterrieder, Ali Hirsa, Onkar Kulkarni, Stephen Fung Lin
Explainable AI in Credit Risk Management. CoRR (2021)
Branka Hadji Misheva, David Jaggi, Jan-Alexander Posth, Thomas Gramespacher, Jörg Osterrieder
Audience-Dependent Explanations for AI-Based Risk Management Tools: A Survey. Frontiers Artif. Intell. 4 (2021)
Jan-Alexander Posth, Piotr Kotlarz, Branka Hadji Misheva, Jörg Osterrieder, Peter Schwendner
The Applicability of Self-Play Algorithms to Trading and Forecasting Financial Markets. Frontiers Artif. Intell. 4 (2021)
Paolo Giudici, Branka Hadji Misheva, Alessandro Spelta
Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms. Frontiers Artif. Intell. 2 (2019)
Daniel Felix Ahelegbey, Paolo Giudici, Branka Hadji Misheva
Factorial Network Models to Improve P2P Credit Risk Management. Frontiers Artif. Intell. 2 (2019)
Branka Hadji Misheva, Paolo Giudici, Valentino Pediroda
Network-Based Models to Improve Credit Scoring Accuracy. DSAA (2018)