Fraud Detection: Methods of Analysis for Hypergraph Data. - Anna Leontjeva; Konstantin Tretyakov; Jaak Vilo; Taavi Tamkivi (ASONAM, 2012)

Early security classification of skype users via machine learning. - Anna Leontjeva; Moisés Goldszmidt; Yinglian Xie; Fang Yu 002; Martín Abadi (AISec, 2013)

Community-Based Prediction of Activity Change in Skype. - Irene Teinemaa; Anna Leontjeva; Marlon Dumas; Riivo Kikas (ASONAM, 2015)

Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes. - Anna Leontjeva; Raffaele Conforti; Chiara Di Francescomarino; Marlon Dumas; Fabrizio Maria Maggi (BPM, 2015)

Combining Static and Dynamic Features for Multivariate Sequence Classification. - Anna Leontjeva; Ilya Kuzovkin (DSAA, 2016)

Temporal stability in predictive process monitoring. - Irene Teinemaa; Marlon Dumas; Anna Leontjeva; Fabrizio Maria Maggi (Data Min. Knowl. Discov., 2018)

A Multi-Stakeholder Recommender System for Rewards Recommendations. - Naime Ranjbar Kermany; Luiz Pizzato; Thireindar Min; Callum Scott; Anna Leontjeva (RecSys, 2022)

Detection of Abuse in Financial Transaction Descriptions Using Machine Learning. - Anna Leontjeva; Genevieve Richards; Kaavya Sriskandaraja; Jessica Perchman; Luiz Pizzato (CoRR, 2023)

Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model. - Harris Borman; Anna Leontjeva; Luiz Pizzato; Max Kun Jiang; Dan Jermyn (CoRR, 2024)

Synthetic Voices: Evaluating the Fidelity of LLM-Generated Personas in Representing People's Financial Wellbeing. - Arshnoor Kaur; Amanda Aird; Harris Borman; Andrea Nicastro; Anna Leontjeva; Luiz Pizzato; Dan Jermyn (UMAP, 2025)

FeatureCuts: Feature Selection for Large Data by Optimizing the Cutoff. - Andy Hu; Devika Prasad; Luiz Pizzato; Nicholas Foord; Arman Abrahamyan; Anna Leontjeva; Cooper Doyle; Dan Jermyn (CoRR, 2025)

A Robust and Efficient Pipeline for Enterprise-Level Large-Scale Entity Resolution. - Sandeepa Kannangara; Arman Abrahamyan; Daniel Elias; Thomas Kilby; Nadav Dar; Luiz Pizzato; Anna Leontjeva; Dan Jermyn (CoRR, 2025)