Anna Leontjeva

According to our database, Anna Leontjeva authored at least 15 papers between 2012 and 2026.

Collaborative distances:

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

2026

EmbGen: Teaching with Reassembled Corpora.

Arun K. Lenin, Kai Rouse, Andrea Nicastro, Anna Leontjeva

CoRR, May, 2026

Prompt Segmentation and Annotation Optimisation: Controlling LLM Behaviour via Optimised Segment-Level Annotations.

Devika Prasad, Luke Gerschwitz, Tong Li, Henry Xiao, Anjin Liu, Coco Wu, Anna Leontjeva, Luiz Pizzato

CoRR, May, 2026

2025

Training Across Reservoirs: Using Numerical Differentiation To Couple Trainable Networks With Black-Box Reservoirs.

Andrew Clark, Jack Moursounidis, Osmaan Rasouli, William Gan, Cooper Doyle, Anna Leontjeva

CoRR, October, 2025

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

Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, 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

Proceedings of the IEEE International Conference on Big Data, 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

Proceedings of the IEEE International Conference on Big Data, 2025

2024

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

2023

Detection of Abuse in Financial Transaction Descriptions Using Machine Learning.

Anna Leontjeva, Genevieve Richards, Kaavya Sriskandaraja, Jessica Perchman, Luiz Pizzato

CoRR, 2023

2022

A Multi-Stakeholder Recommender System for Rewards Recommendations.

Naime Ranjbar Kermany, Luiz Pizzato, Thireindar Min, Callum Scott, Anna Leontjeva

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2018

Temporal stability in predictive process monitoring.

Irene Teinemaa, Marlon Dumas, Anna Leontjeva, Fabrizio Maria Maggi

Data Min. Knowl. Discov., 2018

2016

Combining Static and Dynamic Features for Multivariate Sequence Classification.

Anna Leontjeva, Ilya Kuzovkin

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

2015

Complex Symbolic Sequence Encodings for Predictive Monitoring of Business Processes.

Anna Leontjeva, Raffaele Conforti, Chiara Di Francescomarino, Marlon Dumas, Fabrizio Maria Maggi

Proceedings of the Business Process Management - 13th International Conference, 2015

Community-Based Prediction of Activity Change in Skype.

Irene Teinemaa, Anna Leontjeva, Marlon Dumas, Riivo Kikas

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2013

Early security classification of skype users via machine learning.

Anna Leontjeva, Moisés Goldszmidt, Yinglian Xie, Fang Yu, Martín Abadi

Proceedings of the AISec'13, 2013

2012

Fraud Detection: Methods of Analysis for Hypergraph Data.

Anna Leontjeva, Konstantin Tretyakov, Jaak Vilo, Taavi Tamkivi

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012