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ORCIDYevgeniya Kovalchuk
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2020 – today
- 2022
[j9]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): 910 (2022)- 2021
- [j8]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: 107198 (2021) - [c17]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: 265-266 - 2020
- [j7]Khadijah M. Hanga, Yevgeniya Kovalchuk, Mohamed Medhat Gaber:
A Graph-Based Approach to Interpreting Recurrent Neural Networks in Process Mining. IEEE Access 8: 172923-172938 (2020) - [j6]Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk:
A non-canonical hybrid metaheuristic approach to adaptive data stream classification. Future Gener. Comput. Syst. 102: 127-139 (2020) - [c16]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: 195-210 - [c15]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: 249-250 - [c14]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: 521-528
2010 – 2019
- 2019
- [j5]Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk:
RED-GENE: An Evolutionary Game Theoretic Approach to Adaptive Data Stream Classification. IEEE Access 7: 173944-173954 (2019) - [j4]Khadijah M. Hanga, Yevgeniya Kovalchuk:
Machine learning and multi-agent systems in oil and gas industry applications: A survey. Comput. Sci. Rev. 34 (2019) - [j3]Hossein Ghomeshi, Mohamed Medhat Gaber, Yevgeniya Kovalchuk:
EACD: evolutionary adaptation to concept drifts in data streams. Data Min. Knowl. Discov. 33(3): 663-694 (2019) - [j2]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) - 2018
- [i1]Diana Haidar, Mohamed Medhat Gaber, Yevgeniya Kovalchuk:
AnyThreat: An Opportunistic Knowledge Discovery Approach to Insider Threat Detection. CoRR abs/1812.00257 (2018) - 2013
- [c13]Yevgeniya Kovalchuk:
Talking Things. Intelligent Environments (Workshops) 2013: 284-293 - [c12]Yevgeniya Kovalchuk, Yuhui Chen, Simon Miles, Shao Fen Liang, Adel Taweel:
Provenance-aware pervasive computing in clinical applications. WiMob 2013: 297-302 - 2012
- [c11]Yevgeniya Kovalchuk, Huosheng Hu, Dongbing Gu, Klaus D. McDonald-Maier, Daniel Newman, Steve Kelly, Gareth Howells:
Investigation of Properties of ICmetrics Features. EST 2012: 115-120 - [c10]Yevgeniya Kovalchuk, Huosheng Hu, Dongbing Gu, Klaus D. McDonald-Maier, Gareth Howells:
ICmetrics for Low Resource Embedded Systems. EST 2012: 121-126 - 2011
- [j1]Maria Fasli, Yevgeniya Kovalchuk:
Learning approaches for developing successful seller strategies in dynamic supply chain management. Inf. Sci. 181(16): 3411-3426 (2011) - [c9]Yevgeniya Kovalchuk:
The Ministry of Interfaces (Doors). Intelligent Environments (Workshops) 2011: 173-184 - [c8]Yevgeniya Kovalchuk:
Scientific Theatre: Multidisciplinary Approach to Designing Intelligent Environments. Intelligent Environments (Workshops) 2011: 585-594 - [c7]Yevgeniya Kovalchuk, Ludmila Mova:
Movement as a Means of Communication. Intelligent Environments (Workshops) 2011: 610 - [e1]Juan Carlos Augusto, Hamid K. Aghajan, Victor Callaghan, Diane J. Cook, John O'Donoghue, Simon Egerton, Michael Gardner, Brian David Johnson, Yevgeniya Kovalchuk, Ramón López-Cózar, Peter Mikulecký, Jason W. P. Ng, Ronald Poppe, Minjuan Wang, Víctor Zamudio:
Workshop Proceedings of the 7th International Conference on Intelligent Environments, IE 2011, Nottingham, United Kingdom, July 25-28, 2011. Ambient Intelligence and Smart Environments 10, IOS Press 2011, ISBN 978-1-60750-794-9 [contents] - 2010
- [c6]Yevgeniya Kovalchuk:
Knowing Yourself. Intelligent Environments (Workshops) 2010: 271-280 - [c5]Yevgeniya Kovalchuk, Victor Callaghan:
A Self-Organizing System for Online Maintenance of a Living Organism. Intelligent Environments 2010: 283-288
2000 – 2009
- 2009
- [b1]Yevgeniya Kovalchuk:
A multi-agent decision support system for supply chain management. University of Essex, UK, 2009 - [c4]Yevgeniya Kovalchuk, Maria Fasli:
A Demand-Driven Approach for a Multi-Agent System in Supply Chain Management. AMEC/TADA 2009: 88-101 - 2008
- [c3]Yevgeniya Kovalchuk, Maria Fasli:
Adaptive strategies for predicting bidding prices in supply chain management. ICEC 2008: 6:1-6:10 - [c2]Yevgeniya Kovalchuk:
Seller's Strategies for Predicting Winning Bid Prices in Online Auctions. CIMCA/IAWTIC/ISE 2008: 1-6 - [c1]Yevgeniya Kovalchuk, Maria Fasli:
Deploying Neural-Network-Based Models for Dynamic Pricing in Supply Chain Management. CIMCA/IAWTIC/ISE 2008: 680-685
Coauthor Index
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