Anna Leontjeva

17 papers A 3B 5Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
A Robust and Efficient Pipeline for Enterprise-Level Large-Scale Entity Resolution.
IEEE Big Data
Sandeepa Kannangara, Arman Abrahamyan, Daniel Elias, Thomas Kilby, Nadav Dar, Luiz Pizzato, Anna Leontjeva, Dan Jermyn
2025 J jnl
A Robust and Efficient Pipeline for Enterprise-Level Large-Scale Entity Resolution.
CoRR
Sandeepa Kannangara, Arman Abrahamyan, Daniel Elias, Thomas Kilby, Nadav Dar, Luiz Pizzato, Anna Leontjeva, Dan Jermyn
2025 B conf
FeatureCuts: Feature Selection for Large Data by Optimizing the Cutoff.
IEEE Big Data
Andy Hu, Devika Prasad, Luiz Pizzato, Nicholas Foord, Arman Abrahamyan, Anna Leontjeva, Cooper Doyle, Dan Jermyn
2025 J jnl
FeatureCuts: Feature Selection for Large Data by Optimizing the Cutoff.
CoRR
Andy Hu, Devika Prasad, Luiz Pizzato, Nicholas Foord, Arman Abrahamyan, Anna Leontjeva, Cooper Doyle, Dan Jermyn
2025 A conf
Synthetic Voices: Evaluating the Fidelity of LLM-Generated Personas in Representing People's Financial Wellbeing.
UMAP
Arshnoor Kaur, Amanda Aird, Harris Borman, Andrea Nicastro, Anna Leontjeva, Luiz Pizzato, Dan Jermyn
2025 J jnl
Training Across Reservoirs: Using Numerical Differentiation To Couple Trainable Networks With Black-Box Reservoirs.
CoRR
Andrew Clark, Jack Moursounidis, Osmaan Rasouli, William Gan, Cooper Doyle, Anna Leontjeva
2024 J jnl
Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model.
CoRR
Harris Borman, Anna Leontjeva, Luiz Pizzato, Max Kun Jiang, Dan Jermyn
2023 J jnl
Detection of Abuse in Financial Transaction Descriptions Using Machine Learning.
CoRR
Anna Leontjeva, Genevieve Richards, Kaavya Sriskandaraja, Jessica Perchman, Luiz Pizzato
2022 A conf
A Multi-Stakeholder Recommender System for Rewards Recommendations.
RecSys
Naime Ranjbar Kermany, Luiz Pizzato, Thireindar Min, Callum Scott, Anna Leontjeva
2018 J jnl
Temporal stability in predictive process monitoring.
Data Min. Knowl. Discov.
Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi
2017 J jnl
Combining Static and Dynamic Features for Multivariate Sequence Classification.
CoRR
Anna Leontjeva, Ilya Kuzovkin
2017 J jnl
Temporal Stability in Predictive Process Monitoring.
CoRR
Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi
2016 B conf
Combining Static and Dynamic Features for Multivariate Sequence Classification.
DSAA
Anna Leontjeva, Ilya Kuzovkin
2015 B conf
Community-Based Prediction of Activity Change in Skype.
ASONAM
Irene Teinemaa, Anna Leontjeva, Marlon Dumas, Riivo Kikas
2015 A conf
Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes.
BPM
Anna Leontjeva, Raffaele Conforti, Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi
2013 — conf
Early security classification of skype users via machine learning.
AISec
Anna Leontjeva, Moisés Goldszmidt, Yinglian Xie, Fang Yu, Martín Abadi
2012 B conf
Fraud Detection: Methods of Analysis for Hypergraph Data.
ASONAM
Anna Leontjeva, Konstantin Tretyakov, Jaak Vilo, Taavi Tamkivi