Katsiaryna (Katya) Mirylenka  Katsiaryna (Katya) Mirylenka photo       

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Research Staff Member


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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, Chicago, IL, USA, June 27-29, 2017, pp. 11:1--11:12

Correlation-Aware Distance Measures for Data Series
Katsiaryna Mirylenka, Michele Dallachiesa, Themis Palpanas
Proceedings of the 20th International Conference on Extending Database Technology, {EDBT} 2017, pp. 502--505, OpenProceedings.org


2016

On classifier behavior in the presence of mislabeling noise
Katsairyna Mirylenka, George Giannakopoulos, Le Minh Do, Themis Palpanas
Data Mining and Knowledge Discovery Journal (DAMI) 31(3), 661-701, Springer, 2016
Abstract

Characterizing Home Device Usage From Wireless Traffic Time Series
Katsiaryna Mirylenka, Vassilis Christophides, Themis Palpanas, Ioannis Pefkianakis, Martin May
19th International Conference on Extending Database Technology (EDBT), 2016

Applicability of Latent Dirichlet Allocation for Company Modeling
Katsiaryna Mirylenka, Christoph Miksovic, Paolo Scotton
In Proceedings of 16th Industrial Conference on Data Mining (ICDM), pp. 55-60, 2016

Recurrent Neural Networks for Modeling Company-Product Time Series
Katsiaryna Mirylenka, Christoph Miksovic, Paolo Scotton
Proceedings of the 2nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), pp. 29-36, 2016


2015

Conditional heavy hitters: detecting interesting correlations in data streams
Katsiaryna Mirylenka, Graham Cormode, Themis Palpanas, Divesh Srivastava
The VLDB Journal 24(3), 395--414, 2015
Abstract


2013

Envelope-Based Anomaly Detection for High-Speed Manufacturing Processes
Katsiaryna Mirylenka, Alice Marascu, Themis Palpanas, Matthias Fehr, Stefan Jank, Gunter Welde, Daniel Groeber
European Advanced Process Control and Manufacturing Conference (APC|M), 2013

Finding interesting correlations with conditional heavy hitters
K. Mirylenka, T. Palpanas, G. Cormode, D. Srivastava
Data Engineering (ICDE), 2013 IEEE 29th International Conference on, pp. 1069-1080

On peer review in computer science: analysis of its effectiveness and suggestions for improvement
Azzurra Ragone, Katsiaryna Mirylenka, Fabio Casati, Maurizio Marchese
Scientometrics 97(2), 317--356, 2013
Abstract


2012

SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise
Katsiaryna Mirylenka, George Giannakopoulos, Themis Palpanas
Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I, pp. 109--121, Springer Berlin Heidelberg

Uncertain Time-series Similarity: Return to the Basics
Michele Dallachiesa, Besmira Nushi, Katsiaryna Mirylenka, Themis Palpanas
Proc. VLDB Endow. 5(11), 1662--1673, VLDB Endowment, 2012


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, pp. 8--15, ACM, 2011

A quantitative analysis of peer review
Azzurra Ragone, Katsiaryna Mirylenka, Fabio Casati, Maurizio Marchese
In Proceedings of the 13th conference of the International Society of Scientometrics and Informetrics, 2011

Alternatives to Peer Review: Novel Approaches for Research Evaluation
Aliaksandr Birukou, Joseph Wakeling, Claudio Bartolini, Fabio Casati, Maurizio Marchese, Katsiaryna Mirylenka, Nardine Osman, Azzurra Ragone, Carles Sierra, Aalam Wassef
Frontiers in Computational Neuroscience5, 56, 2011
Abstract


2009

Foreign experience of modeling the interactions between economy, energy and the environment
Mirilenko E.S. (Mirylenka K.)
Collection of scientific articles of the 5th international conference on system analysis and economic forecasting, pp. 232-237, 2009
in Russian

Overview of GEMINI-E3 models. Economy, modeling, forecasting.
Mirilenko E.S. (Mirylenka K.)
Collection of scientific articles, Economic Research Institute attached to the Ministry of Economy of the republic of Belarus, Minsk pp. 3, 248-- 262, 2009
in Russian


2008

Statistical spectral analysis of binary Markov chains
Mirilenko E.S. (Mirylenka K.), Orlova E.N.
Proceedings of the 10th international conference "Belarusian mathematical conference", pp. 55-56, 2008
in Russian

About general equilibrium models of international and national interactions between economy, energy and the environment
Mirilenko E.S. (Mirylenka K.)
Proceedings of the 9th international conference on problems of forecasting and state regulation of economic and social development, pp. 230-232, 2008
in Russian


2007

Spectral analysis of Markov chains
Dynovskaya E.S. (Mirylenka K.), Orlova E.N.
Proceedings of the 8th International Conference on Computer Data Analysis and Modeling, pp. 245-247, 2007