Katsiaryna Mirylenka

According to our database, Katsiaryna Mirylenka authored at least 23 papers between 2011 and 2024.

Collaborative distances:

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

2024

Adapting LLMs for Structured Natural Language API Integration.

Robin Chan, Katsiaryna Mirylenka, Thomas Gschwind, Christoph Miksovic, Paolo Scotton, Enrico Toniato, Abdel Labbi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Graph Neural Networks for Entity Matching.

Evgeny Krivosheev, Katsiaryna Mirylenka, Mattia Atzeni, Paolo Scotton

Proceedings of the IEEE International Conference on Big Data, 2023

Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification.

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification.

Lukas Wertz, Katsiaryna Mirylenka, Jonas Kuhn, Jasmina Bogojeska

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification.

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

2021

Business Entity Matching with Siamese Graph Convolutional Networks.

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Siamese Graph Neural Networks for Data Integration.

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Fabio Casati

CoRR, 2020

2019

Fast Record Linkage for Company Entities.

Thomas Gschwind, Christoph Miksovic, Katsiaryna Mirylenka, Paolo Scotton

CoRR, 2019

Linking IT Product Records.

Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Salah-Eddine Bariol Alaoui

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Hidden Layer Models for Company Representations and Product Recommendations.

Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Jeff Dillon

Proceedings of the Advances in Database Technology, 2019

Fast Record Linkage for Company Entities.

Thomas Gschwind, Christoph Miksovic, Julian Minder, Katsiaryna Mirylenka, Paolo Scotton

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2017

On classifier behavior in the presence of mislabeling noise.

Katsiaryna Mirylenka, George Giannakopoulos, Le Minh Do, Themis Palpanas

Data Min. Knowl. Discov., 2017

Data Series Similarity Using Correlation-Aware Measures.

Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Correlation-Aware Distance Measures for Data Series.

Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Characterizing Home Device Usage From Wireless Traffic Time Series.

Katsiaryna Mirylenka, Vassilis Christophides, Themis Palpanas, Ioannis Pefkianakis, Martin May

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Mining and Learning in Sequential Data Streams: Interesting Correlations and Classification in Noisy Settings.

Katsiaryna Mirylenka

PhD thesis, 2015

Conditional heavy hitters: detecting interesting correlations in data streams.

Katsiaryna Mirylenka, Graham Cormode, Themis Palpanas, Divesh Srivastava

VLDB J., 2015

2013

On peer review in computer science: analysis of its effectiveness and suggestions for improvement.

Azzurra Ragone, Katsiaryna Mirylenka, Fabio Casati, Maurizio Marchese

Scientometrics, 2013

Finding interesting correlations with conditional heavy hitters.

Katsiaryna Mirylenka, Themis Palpanas, Graham Cormode, Divesh Srivastava

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2012

Uncertain Time-Series Similarity: Return to the Basics.

Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas

Proc. VLDB Endow., 2012

SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise.

Katsiaryna Mirylenka, George Giannakopoulos, Themis Palpanas

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

2011

Alternatives to Peer Review: Novel Approaches for Research Evaluation.

Aliaksandr Birukou, Joseph R. Wakeling, Claudio Bartolini, Fabio Casati, Maurizio Marchese, Katsiaryna Mirylenka, Nardine Osman, Azzurra Ragone, Carles Sierra, Aalam Wassef

Frontiers Comput. Neurosci., 2011

Similarity matching for uncertain time series: analytical and experimental comparison.

Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Querying and Mining Uncertain Spatio-Temporal Data, 2011