| Machine learning and multi-agent systems in oil and gas industry applications: A survey KM Hanga, Y Kovalchuk Computer Science Review 34, 100191, 2019 | 151 | 2019 |
| Internet of Things and data mining: From applications to techniques and systems MM Gaber, A Aneiba, S Basurra, O Batty, AM Elmisery, Y Kovalchuk, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (3 …, 2019 | 62 | 2019 |
| Overview of ICmetrics Technology–Security Infrastructure for Autonomous and Intelligent Healthcare System Y Kovalchuk, K McDonald-Maier, G Howells International Journal of u-and e-Service, Science and Technology 4, 49-60, 2011 | 52 | 2011 |
| EACD: evolutionary adaptation to concept drifts in data streams H Ghomeshi, MM Gaber, Y Kovalchuk Data Mining and Knowledge Discovery 33, 663-694, 2019 | 39 | 2019 |
| Learning approaches for developing successful seller strategies in dynamic supply chain management M Fasli, Y Kovalchuk Information Sciences 181 (16), 3411-3426, 2011 | 39 | 2011 |
| Associations between exhaust and non-exhaust particulate matter and stroke incidence by stroke subtype in South London S Crichton, B Barratt, A Spiridou, U Hoang, SF Liang, Y Kovalchuk, ... Science of the Total Environment 568, 278-284, 2016 | 33 | 2016 |
| A graph-based approach to interpreting recurrent neural networks in process mining KM Hanga, Y Kovalchuk, MM Gaber IEEE Access 8, 172923-172938, 2020 | 29 | 2020 |
| A non-canonical hybrid metaheuristic approach to adaptive data stream classification H Ghomeshi, MM Gaber, Y Kovalchuk Future Generation Computer Systems 102, 127-139, 2020 | 26 | 2020 |
| On the Genetic Programming of Time-Series Predictors for Supply Chain Management A Agapitos, M Dyson, Y Kovalchuk, S Lucas GECCO '08: Proceedings of the 10th annual conference on Genetic and …, 2008 | 21 | 2008 |
| Investigation of properties of ICmetrics features Y Kovalchuk, H Hu, D Gu, K McDonald-Maier, D Newman, S Kelly, ... 2012 Third International Conference on Emerging Security Technologies, 115-120, 2012 | 18 | 2012 |
| Adaptive strategies for predicting bidding prices in supply chain management Y Kovalchuk, M Fasli Proceedings of the 10th international conference on Electronic commerce, 1-10, 2008 | 18 | 2008 |
| A Multi-agent decision support system for supply chain management Y Kovalchuk University of Essex, 2009 | 16 | 2009 |
| A practical proposal for ensuring the provenance of hardware devices and their safe operation Y Kovalchuk, WGJ Howells, H Hu, D Gu, KD McDonald-Maier 7th IET International Conference on System Safety, incorporating the Cyber …, 2012 | 12 | 2012 |
| Evolving simple and accurate symbolic regression models via asynchronous parallel computing AS Sambo, RMA Azad, Y Kovalchuk, VP Indramohan, H Shah Applied Soft Computing 104, 107198, 2021 | 11 | 2021 |
| Time control or size control? Reducing complexity and improving accuracy of genetic programming models AS Sambo, RMA Azad, Y Kovalchuk, VP Indramohan, H Shah Genetic Programming: 23rd European Conference, EuroGP 2020, Held as Part of …, 2020 | 10 | 2020 |
| Ensemble dynamics in non-stationary data stream classification H Ghomeshi, MM Gaber, Y Kovalchuk Learning from Data Streams in Evolving Environments: Methods and …, 2019 | 10 | 2019 |
| Analysis of diagnoses extracted from electronic health records in a large mental health case register Y Kovalchuk, R Stewart, M Broadbent, TJP Hubbard, RJB Dobson Plos one 12 (2), e0171526, 2017 | 10 | 2017 |
| Semi automated transformation to owl formatted files as an approach to data integration SF Liang, A Taweel, S Miles, Y Kovalchuk, A Spiridou, B Barratt, U Hoang, ... Methods of information in medicine 54 (01), 32-40, 2015 | 10 | 2015 |
| ICmetrics for low resource embedded systems Y Kovalchuk, H Hu, D Gu, K McDonald-Maier, G Howells 2012 Third International Conference on Emerging Security Technologies, 121-126, 2012 | 10 | 2012 |
| A Self-Organizing System for Online Maintenance of a Living Organism Y Kovalchuk, V Callaghan 2010 Sixth International Conference on Intelligent Environments, 283-288, 2010 | 10 | 2010 |
