Katsiaryna Mirylenka

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 15

Top Venues

University of Trento, Italy (PHD)

Education History

University of Trento, Italy

PHD

Publications

Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification. ACL (Findings) (2023)
Evgeny Krivosheev, Katsiaryna Mirylenka, Mattia Atzeni, Paolo Scotton
Graph Neural Networks for Entity Matching. BigData (2023)
Lukas Wertz, Katsiaryna Mirylenka, Jonas Kuhn, Jasmina Bogojeska
Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification. LREC (2022)
Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka, Jonas Kuhn
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification. AACL/IJCNLP (2) (2022)
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin
Business Entity Matching with Siamese Graph Convolutional Networks. AAAI (2021)
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin
Business Entity Matching with Siamese Graph Convolutional Networks. CoRR (2021)
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Fabio Casati
Siamese Graph Neural Networks for Data Integration. CoRR (2020)
Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Jeff Dillon
Hidden Layer Models for Company Representations and Product Recommendations. EDBT (2019)
Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Salah-Eddine Bariol Alaoui
Linking IT Product Records. PKDD/ECML Workshops (2) (2019)
Thomas Gschwind, Christoph Miksovic, Julian Minder, Katsiaryna Mirylenka, Paolo Scotton
Fast Record Linkage for Company Entities. IEEE BigData (2019)
Thomas Gschwind, Christoph Miksovic, Katsiaryna Mirylenka, Paolo Scotton
Fast Record Linkage for Company Entities. CoRR (2019)
Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas
Data Series Similarity Using Correlation-Aware Measures. SSDBM (2017)
Katsiaryna Mirylenka, George Giannakopoulos, Le Minh Do, Themis Palpanas
On classifier behavior in the presence of mislabeling noise. Data Min. Knowl. Discov. 31 (3) (2017)
Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas
Correlation-Aware Distance Measures for Data Series. EDBT (2017)
Katsiaryna Mirylenka, Vassilis Christophides, Themis Palpanas, Ioannis Pefkianakis, Martin May
Characterizing Home Device Usage From Wireless Traffic Time Series. EDBT (2016)
Katsiaryna Mirylenka, Graham Cormode, Themis Palpanas, Divesh Srivastava
Conditional heavy hitters: detecting interesting correlations in data streams. VLDB J. 24 (3) (2015)
Azzurra Ragone, Katsiaryna Mirylenka, Fabio Casati, Maurizio Marchese
On peer review in computer science: analysis of its effectiveness and suggestions for improvement. Scientometrics 97 (2) (2013)
Katsiaryna Mirylenka, Themis Palpanas, Graham Cormode, Divesh Srivastava
Finding interesting correlations with conditional heavy hitters. ICDE (2013)
Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
Uncertain Time-Series Similarity: Return to the Basics. Proc. VLDB Endow. 5 (11) (2012)
Katsiaryna Mirylenka, George Giannakopoulos, Themis Palpanas
SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise. PAKDD (1) (2012)
Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
Uncertain Time-Series Similarity: Return to the Basics CoRR (2012)
Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
Similarity matching for uncertain time series: analytical and experimental comparison. QUeST@GIS (2011)
Aliaksandr Birukou, Joseph R. Wakeling, Claudio Bartolini, Fabio Casati, Maurizio Marchese, Katsiaryna Mirylenka, Nardine Osman, Azzurra Ragone, Carles Sierra, Aalam Wassef
Alternatives to Peer Review: Novel Approaches for Research Evaluation. Frontiers Comput. Neurosci. 5 (2011)

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Publication Activity (10 Years)

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Katsiaryna Mirylenka