Branka Hadji Misheva

According to our database, Branka Hadji Misheva authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GraLMatch: Matching Groups of Entities with Graphs and Language Models.

Fernando de Meer Pardo, Claude Lehmann, Dennis Gehrig, Andrea Nagy, Stefano Nicoli, Branka Hadji Misheva, Martin Braschler, Kurt Stockinger

Proceedings of the Proceedings 28th International Conference on Extending Database Technology, 2025

2024

Leveraging network topology for credit risk assessment in P2P lending: A comparative study under the lens of machine learning.

Yiting Liu, Lennart John Baals, Jörg Osterrieder, Branka Hadji Misheva

Expert Syst. Appl., 2024

Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques.

Jörg Osterrieder, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Branka Hadji Misheva, Codruta Mare

CoRR, 2024

2023

A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods.

Branka Hadji Misheva, Jörg Osterrieder

CoRR, 2023

2022

Editorial: Explainable, Trustworthy, and Responsible AI for the Financial Service Industry.

Branka Hadji Misheva, Jochen Papenbrock

Frontiers Artif. Intell., 2022

A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection.

Marc Wildi, Branka Hadji Misheva

CoRR, 2022

2021

The Applicability of Self-Play Algorithms to Trading and Forecasting Financial Markets.

Jan-Alexander Posth, Piotr Kotlarz, Branka Hadji Misheva, Jörg Osterrieder, Peter Schwendner

Frontiers Artif. Intell., 2021

Audience-Dependent Explanations for AI-Based Risk Management Tools: A Survey.

Branka Hadji Misheva, David Jaggi, Jan-Alexander Posth, Thomas Gramespacher, Jörg Osterrieder

Frontiers Artif. Intell., 2021

Explainable AI in Credit Risk Management.

Branka Hadji Misheva, Jörg Osterrieder, Ali Hirsa, Onkar Kulkarni, Stephen Fung Lin

CoRR, 2021

2019

Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms.

Paolo Giudici, Branka Hadji Misheva, Alessandro Spelta

Frontiers Artif. Intell., 2019

Factorial Network Models to Improve P2P Credit Risk Management.

Daniel Felix Ahelegbey, Paolo Giudici, Branka Hadji Misheva

Frontiers Artif. Intell., 2019

2018

Network-Based Models to Improve Credit Scoring Accuracy.

Branka Hadji Misheva, Paolo Giudici, Valentino Pediroda

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018