Yevgeniya Kovalchuk

ORCID

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 13

Top Venues

GECCO Companion

IEEE Access

WIREs Data Mining Knowl. Discov.

CoRR

University of Essex, UK (PHD)

Education History

University of Essex, UK

PHD

Publications

Khadijah Muzzammil Hanga, Yevgeniya Kovalchuk, Mohamed Medhat Gaber
PGraphD*: Methods for Drift Detection and Localisation Using Deep Learning Modelling of Business Processes. Entropy 24 (7) (2022)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Improving the generalisation of genetic programming models with evaluation time and asynchronous parallel computing. GECCO Companion (2021)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Evolving simple and accurate symbolic regression models via asynchronous parallel computing. Appl. Soft Comput. 104 (2021)
Khadijah M. Hanga, Yevgeniya Kovalchuk, Mohamed Medhat Gaber
A Graph-Based Approach to Interpreting Recurrent Neural Networks in Process Mining. IEEE Access 8 (2020)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Leveraging asynchronous parallel computing to produce simple genetic programming computational models. SAC (2020)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Feature engineering for improving robustness of crossover in symbolic regression. GECCO Companion (2020)
Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk
A non-canonical hybrid metaheuristic approach to adaptive data stream classification. Future Gener. Comput. Syst. 102 (2020)
Aliyu Sani Sambo, R. Muhammad Atif Azad, Yevgeniya Kovalchuk, Vivek Padmanaabhan Indramohan, Hanifa Shah
Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models. EuroGP (2020)
Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk
RED-GENE: An Evolutionary Game Theoretic Approach to Adaptive Data Stream Classification. IEEE Access 7 (2019)
Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk
EACD: evolutionary adaptation to concept drifts in data streams. Data Min. Knowl. Discov. 33 (3) (2019)
Mohamed Medhat Gaber, Adel Aneiba, Shadi Basurra, Oliver Batty, Ahmed M. Elmisery, Yevgeniya Kovalchuk, Muhammad Habib Ur Rehman
Internet of Things and data mining: From applications to techniques and systems. WIREs Data Mining Knowl. Discov. 9 (3) (2019)
Khadijah M. Hanga, Yevgeniya Kovalchuk
Machine learning and multi-agent systems in oil and gas industry applications: A survey. Comput. Sci. Rev. 34 (2019)
Diana Haidar, Mohamed Medhat Gaber, Yevgeniya Kovalchuk
AnyThreat: An Opportunistic Knowledge Discovery Approach to Insider Threat Detection. CoRR (2018)
Yevgeniya Kovalchuk, Yuhui Chen, Simon Miles, Shao Fen Liang, Adel Taweel
Provenance-aware pervasive computing in clinical applications. WiMob (2013)
Yevgeniya Kovalchuk
Talking Things. Intelligent Environments (Workshops) (2013)
Yevgeniya Kovalchuk, Huosheng Hu, Dongbing Gu, Klaus D. McDonald-Maier, Daniel Newman, Steve Kelly, Gareth Howells
Investigation of Properties of ICmetrics Features. EST (2012)
Yevgeniya Kovalchuk, Huosheng Hu, Dongbing Gu, Klaus D. McDonald-Maier, Gareth Howells
ICmetrics for Low Resource Embedded Systems. EST (2012)
Yevgeniya Kovalchuk, Ludmila Mova
Movement as a Means of Communication. Intelligent Environments (Workshops) (2011)
Yevgeniya Kovalchuk
Scientific Theatre: Multidisciplinary Approach to Designing Intelligent Environments. Intelligent Environments (Workshops) (2011)
Maria Fasli, Yevgeniya Kovalchuk
Learning approaches for developing successful seller strategies in dynamic supply chain management. Inf. Sci. 181 (16) (2011)
Yevgeniya Kovalchuk
The Ministry of Interfaces (Doors). Intelligent Environments (Workshops) (2011)
Yevgeniya Kovalchuk, Victor Callaghan
A Self-Organizing System for Online Maintenance of a Living Organism. Intelligent Environments (2010)
Yevgeniya Kovalchuk
Knowing Yourself. Intelligent Environments (Workshops) (2010)
Yevgeniya Kovalchuk, Maria Fasli
A Demand-Driven Approach for a Multi-Agent System in Supply Chain Management. AMEC/TADA (2009)
Yevgeniya Kovalchuk
Seller's Strategies for Predicting Winning Bid Prices in Online Auctions. CIMCA/IAWTIC/ISE (2008)
Yevgeniya Kovalchuk, Maria Fasli
Deploying Neural-Network-Based Models for Dynamic Pricing in Supply Chain Management. CIMCA/IAWTIC/ISE (2008)
Yevgeniya Kovalchuk, Maria Fasli
Adaptive strategies for predicting bidding prices in supply chain management. ICEC (2008)

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Publication Activity (10 Years)

Top Topics

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Yevgeniya Kovalchuk