TransClean: Finding False Positives in Multi-Source Entity Matching Under Real-World Conditions via Transitive Consistency.

Branka Hadji Misheva

Fernando de Meer Pardo Branka Hadji Misheva Martin Braschler Kurt Stockinger TransClean: Finding False Positives in Multi-Source Entity Matching Under Real-World Conditions via Transitive Consistency. 195856-195870 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3632400 db/journals/access/access13.html#PardoMBS25 streams/journals/access

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. 1-12 2025 EDBT https://doi.org/10.48786/edbt.2025.01 conf/edbt/2025 db/conf/edbt/edbt2025.html#PardoLGNNMBS25

Fernando de Meer Pardo Branka Hadji Misheva Martin Braschler Kurt Stockinger TransClean: Finding False Positives in Multi-Source Entity Matching under Real-World Conditions via Transitive Consistency. 2025 June abs/2506.04006 CoRR https://doi.org/10.48550/arXiv.2506.04006 db/journals/corr/corr2506.html#abs-2506-04006 streams/journals/corr

Yiting Liu 0009 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. 124100 2024 252 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.124100 db/journals/eswa/eswa252.html#LiuBOM24 streams/journals/eswa

Jörg Osterrieder Stephen Chan Jeffrey Chu Yuanyuan Zhang Branka Hadji Misheva Codruta Mare Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques. 2024 abs/2402.11231 CoRR https://doi.org/10.48550/arXiv.2402.11231 db/journals/corr/corr2402.html#abs-2402-11231

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. 2024 abs/2406.15015 CoRR https://doi.org/10.48550/arXiv.2406.15015 db/journals/corr/corr2406.html#abs-2406-15015

Branka Hadji Misheva Jörg Osterrieder A Hypothesis on Good Practices for AI-based Systems for Financial Time Series Forecasting: Towards Domain-Driven XAI Methods. 2023 abs/2311.07513 CoRR https://doi.org/10.48550/arXiv.2311.07513 db/journals/corr/corr2311.html#abs-2311-07513

Branka Hadji Misheva Jochen Papenbrock Editorial: Explainable, Trustworthy, and Responsible AI for the Financial Service Industry. 902519 2022 5 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2022.902519 db/journals/frai/frai5.html#MishevaP22

Marc Wildi Branka Hadji Misheva A Time Series Approach to Explainability for Neural Nets with Applications to Risk-Management and Fraud Detection. 2022 abs/2212.02906 CoRR https://doi.org/10.48550/arXiv.2212.02906 db/journals/corr/corr2212.html#abs-2212-02906

Jan-Alexander Posth Piotr Kotlarz Branka Hadji Misheva Jörg Osterrieder Peter Schwendner The Applicability of Self-Play Algorithms to Trading and Forecasting Financial Markets. 668465 2021 4 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2021.668465 db/journals/frai/frai4.html#PosthKMOS21

Branka Hadji Misheva David Jaggi Jan-Alexander Posth Thomas Gramespacher Jörg Osterrieder Audience-Dependent Explanations for AI-Based Risk Management Tools: A Survey. 794996 2021 4 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2021.794996 db/journals/frai/frai4.html#MishevaJPGO21

Branka Hadji Misheva Jörg Osterrieder Ali Hirsa Onkar Kulkarni Stephen Fung Lin Explainable AI in Credit Risk Management. 2021 abs/2103.00949 CoRR https://arxiv.org/abs/2103.00949 db/journals/corr/corr2103.html#abs-2103-00949

Paolo Giudici Branka Hadji Misheva Alessandro Spelta Network Based Scoring Models to Improve Credit Risk Management in Peer to Peer Lending Platforms. 3 2019 2 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2019.00003 https://www.wikidata.org/entity/Q127825420 db/journals/frai/frai2.html#GiudiciMS19

Daniel Felix Ahelegbey Paolo Giudici Branka Hadji Misheva Factorial Network Models to Improve P2P Credit Risk Management. 8 2019 2 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2019.00008 https://www.wikidata.org/entity/Q127780502 db/journals/frai/frai2.html#AhelegbeyGM19

Branka Hadji Misheva Paolo Giudici Valentino Pediroda Network-Based Models to Improve Credit Scoring Accuracy. 623-630 2018 DSAA https://doi.org/10.1109/DSAA.2018.00080 conf/dsaa/2018 db/conf/dsaa/dsaa2018.html#MishevaGP18 Daniel Felix Ahelegbey Lennart John Baals Martin Braschler Stephen Chan Jeffrey Chu Dennis Gehrig Paolo Giudici Thomas Gramespacher Ali Hirsa David Jaggi Piotr Kotlarz Onkar Kulkarni Claude Lehmann Stephen Fung Lin Yiting Liu 0009 Codruta Mare Andrea Nagy Stefano Nicoli Jörg Osterrieder Jochen Papenbrock Fernando de Meer Pardo Valentino Pediroda Jan-Alexander Posth Peter Schwendner Alessandro Spelta Kurt Stockinger Marc Wildi Yuanyuan Zhang