Yevgeniya Kovalchuk

Orcid: 0000-0003-4306-4680

According to our database1, Yevgeniya Kovalchuk authored at least 28 papers between 2008 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2022
PGraphD*: Methods for Drift Detection and Localisation Using Deep Learning Modelling of Business Processes.
Entropy, 2022

2021
Evolving simple and accurate symbolic regression models via asynchronous parallel computing.
Appl. Soft Comput., 2021

Improving the generalisation of genetic programming models with evaluation time and asynchronous parallel computing.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
A non-canonical hybrid metaheuristic approach to adaptive data stream classification.
Future Gener. Comput. Syst., 2020

A Graph-Based Approach to Interpreting Recurrent Neural Networks in Process Mining.
IEEE Access, 2020

Leveraging asynchronous parallel computing to produce simple genetic programming computational models.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Feature engineering for improving robustness of crossover in symbolic regression.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models.
Proceedings of the Genetic Programming - 23rd European Conference, 2020

2019
Internet of Things and data mining: From applications to techniques and systems.
WIREs Data Mining Knowl. Discov., 2019

EACD: evolutionary adaptation to concept drifts in data streams.
Data Min. Knowl. Discov., 2019

Machine learning and multi-agent systems in oil and gas industry applications: A survey.
Comput. Sci. Rev., 2019

RED-GENE: An Evolutionary Game Theoretic Approach to Adaptive Data Stream Classification.
IEEE Access, 2019

2018
AnyThreat: An Opportunistic Knowledge Discovery Approach to Insider Threat Detection.
CoRR, 2018

2013
Provenance-aware pervasive computing in clinical applications.
Proceedings of the 9th IEEE International Conference on Wireless and Mobile Computing, 2013

Talking Things.
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013

2012
Investigation of Properties of ICmetrics Features.
Proceedings of the 2012 Third International Conference on Emerging Security Technologies, 2012

ICmetrics for Low Resource Embedded Systems.
Proceedings of the 2012 Third International Conference on Emerging Security Technologies, 2012

2011
Learning approaches for developing successful seller strategies in dynamic supply chain management.
Inf. Sci., 2011

Movement as a Means of Communication.
Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

Scientific Theatre: Multidisciplinary Approach to Designing Intelligent Environments.
Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

The Ministry of Interfaces (Doors).
Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

2010
A Self-Organizing System for Online Maintenance of a Living Organism.
Proceedings of the Sixth International Conference on Intelligent Environments, 2010

Knowing Yourself.
Proceedings of the Workshops Proceedings of the 6th International Conference on Intelligent Environments, 2010

2009
A multi-agent decision support system for supply chain management.
PhD thesis, 2009

A Demand-Driven Approach for a Multi-Agent System in Supply Chain Management.
Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2009

2008
Deploying Neural-Network-Based Models for Dynamic Pricing in Supply Chain Management.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

Seller's Strategies for Predicting Winning Bid Prices in Online Auctions.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

Adaptive strategies for predicting bidding prices in supply chain management.
Proceedings of the 10th International Conference on Electronic Commerce 2008, 2008


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