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Dymitr Ruta

Observed names: D Ruta, D. Ruta, Dymitr Ruta A, Dymitr Ruta B, Ruta Dymitr, Ruta, Dymitr
Observed institutions: BT Group (United Kingdom), BT Research, Khalifa University of Science and Technology, EBTIC, University of the West of Scotland, Bournemouth University
ORCID: 0000-0003-1060-6375
Observed ORCID: 0000-0003-1060-6375
OpenAlex ID: A5037726482
Classifier selection for majority voting
2004 · Dymitr Ruta, Bogdan Gabrys · Information Fusion · 630
An Overview of Classifier Fusion Methods
2000 · Dymitr Ruta, Bogdan Gabryś · Bournemouth University Research Online (Bournemouth University) · 371
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Computer assisted customer churn management: State-of-the-art and future trends
2005 · John Hadden, Ashutosh Tiwari, et al. · Computers & Operations Research · 338
Quantitative approach to collaborative learning: performance prediction, individual assessment, and group composition
2016 · Ling Cen, Dymitr Ruta, et al. · International Journal of Computer-Supported Collaborative Learning · 119
Genetic algorithms in classifier fusion
2006 · Bogdan Gabrys, Dymitr Ruta · Applied Soft Computing · 98
Churn Prediction: Does Technology Matter?
2008 · Hadden, John, Tiwari, Ashutosh, et al. · 76
Augmented Immersive Reality (AIR) for Improved Learning Performance: A Quantitative Evaluation
2019 · Ling Cen, Dymitr Ruta, et al. · IEEE Transactions on Learning Technologies · 66
A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems
2002 · Dymitr Ruta, Bogdan Gabrys · Pattern Analysis and Applications · 64
Search and Rescue in a Maze-like Environment with Ant and Dijkstra Algorithms
2022 · Zainab Husain, Amna Al Zaabi, et al. · Drones · 54
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Analysis of the Correlation Between Majority Voting Error and the Diversity Measures in Multiple Classifier Systems
2001 · Dymitr Ruta, Bogdan Gabryś · Bournemouth University Research Online (Bournemouth University) · 51
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Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting
2001 · Dymitr Ruta, Bogdan Gabrys · Lecture notes in computer science · 46
Big education: Opportunities for Big Data analytics
2015 · Ling Cen, Dymitr Ruta, et al. · IEEE International Conference on Digital Signal Processing (DSP) · 39
A Generic Multilevel Architecture for Time Series Prediction
2010 · Dymitr Ruta, Bogdan Gabrys, et al. · IEEE Transactions on Knowledge and Data Engineering · 39
Hyperbox-based machine learning algorithms: a comprehensive survey
2020 · Thanh Tung Khuat, Dymitr Ruta, et al. · Soft Computing · 36
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Neural Network Ensembles for Time Series Prediction
2007 · Dymitr Ruta, Bogdan Gabrys · IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks · 36
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Gradient boosting decision trees for cyber security threats detection based on network events logs
2019 · Quang Hieu Vu, Dymitr Ruta, et al. · IEEE International Conference on Big Data (BigData) · 33
Analysis of SARS-CoV-2 viral loads in stool samples and nasopharyngeal swabs from COVID-19 patients in the United Arab Emirates
2022 · Mariane Daou, Hussein Kannout, et al. · PLoS ONE · 26
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A Hybrid Voronoi Tessellation/Genetic Algorithm Approach for the Deployment of Drone-Based Nodes of a Self-Organizing Wireless Sensor Network (WSN) in Unknown and GPS Denied Environments
2020 · Khouloud Eledlebi, Hanno Hildmann, et al. · Drones · 24
Coverage and Energy Analysis of Mobile Sensor Nodes in Obstructed Noisy Indoor Environment: A Voronoi-Approach
2020 · K. Eledlebi, D. Ruta, et al. · IEEE Transactions on Mobile Computing · 24
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Introducing the first whole genomes of nationals from the United Arab Emirates
2019 · Habiba S. AlSafar, Mariam Al-Ali, et al. · Scientific Reports · 24
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Does gender matter for collaborative learning?
2014 · Ling Cen, Dymitr Ruta, et al. · IEEE International Conference on Teaching, Assessment, and Learning for Engineering · 23
Deep Bi-Directional LSTM Networks for Device Workload Forecasting
2020 · Dymitr Ruta, Ling Cen, et al. · Annals of Computer Science and Information Systems · 20
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New Measure of Classifier Dependency in Multiple Classifier Systems
2002 · Dymitr Ruta, Bogdan Gabrys · Lecture notes in computer science · 19
Automated Trading with Machine Learning on Big Data
2014 · Dymitr Ruta · IEEE International Congress on Big Data (BigData Congress) · 18
Voronoi-Based Indoor Deployment of Mobile Sensors Network with Obstacles
2018 · Khouloud Eledlebi, Dymitr Ruta, et al. · IEEE International Workshops on Foundations and Applications of Self* Systems (FAS*W) · 15
Works count: 109
Citation count: 2,694
H-index: 21
I10-index: 41
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