Dymitr Ruta

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 44

Top Venues

University of the West of Scotland, Hamilton, UK (PHD)

Education History

University of the West of Scotland, Hamilton, UK

PHD

Publications

Dymitr Ruta, Ming Liu, Ling Cen
Beating Gradient Boosting: Target-Guided Binning for Massively Scalable Classification in Real-Time. FedCSIS (2023)
Dymitr Ruta, Robert Ruta
Iterative Deep Learning for Muon Scattering Tomography. BigData (2023)
Ming Liu, Ling Cen, Dymitr Ruta
Gradient boosting models for cybersecurity threat detection with aggregated time series features. FedCSIS (2023)
Dymitr Ruta, Ming Liu, Ling Cen, Di Wang
Feature Engineering for Predicting Frags in Tactical Games. ICME Workshops (2023)
Himadri Sikhar Khargharia, Sid Shakya, Dymitr Ruta
Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization. IJCCI (2023)
Khouloud Eledlebi, Dymitr Ruta, Hanno Hildmann, Fabrice Saffre, Yousof Al-Hammadi, A. F. Isakovic
Coverage and Energy Analysis of Mobile Sensor Nodes in Obstructed Noisy Indoor Environment: A Voronoi-Approach. IEEE Trans. Mob. Comput. 21 (8) (2022)
Dymitr Ruta, Ling Cen, Andrzej Ruta, Quang Hieu Vu
Stacked Ensemble of Convolutional Neural Networks for Follicles Detection on Scalp Images. ICAISC (2) (2022)
Dymitr Ruta, Ming Liu, Ling Cen, Quang Hieu Vu
Diversified gradient boosting ensembles for prediction of the cost of forwarding contracts. FedCSIS (2022)
Quang Hieu Vu, Ling Cen, Dymitr Ruta, Ming Liu
Key Factors to Consider when Predicting the Costs of Forwarding Contracts. FedCSIS (2022)
Zainab Husain, A. Al Zaabi, Hanno Hildmann, Fabrice Saffre, Dymitr Ruta, A. F. Isakovic
Search and Rescue in a Maze-like Environment with Ant and Dijkstra Algorithms. CoRR (2021)
Dymitr Ruta, Ling Cen, Ming Liu, Quang Hieu Vu
Automated feature engineering for prediction of victories in online computer games. IEEE BigData (2021)
Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys
Hyperbox-based machine learning algorithms: a comprehensive survey. Soft Comput. 25 (2) (2021)
Quang Hieu Vu, Dymitr Ruta, Ling Cen, Ming Liu
A combination of general and specific models to predict victories in video games. IEEE BigData (2021)
Khouloud Eledlebi, Dymitr Ruta, Hanno Hildmann, Fabrice Saffre, Yousof Al-Hammadi, Abdel F. Isakovic
Coverage and Energy Analysis of Mobile Sensor Nodes in Obstructed Noisy Indoor Environment: A Voronoi Approach. CoRR (2020)
Dymitr Ruta, Ling Cen, Quang Hieu Vu
Deep Bi-Directional LSTM Networks for Device Workload Forecasting. FedCSIS (2020)
Ling Cen, Dymitr Ruta, Lamees Mahmoud Mohd Said Al Qassem, Jason W. P. Ng
Augmented Immersive Reality (AIR) for Improved Learning Performance: A Quantitative Evaluation. IEEE Trans. Learn. Technol. 13 (2) (2020)
Quang Hieu Vu, Dymitr Ruta, Ling Cen
Gradient boosting decision trees for cyber security threats detection based on network events logs. IEEE BigData (2019)
Ling Cen, Quang Hieu Vu, Dymitr Ruta
Efficient Support Vector Regression with Reduced Training Data. FedCSIS (2019)
Thanh Tung Khuat, Dymitr Ruta, Bogdan Gabrys
Hyperbox based machine learning algorithms: A comprehensive survey. CoRR (2019)
Dymitr Ruta, Ling Cen, Quang Hieu Vu
Greedy Incremental Support Vector Regression. FedCSIS (2019)
Khouloud Eledlebi, Dymitr Ruta, Fabrice Saffre, Yousof Al-Hammadi, A. F. Isakovic
Autonomous deployment of mobile sensors network in an unknown indoor environment with obstacles. GECCO (Companion) (2018)
Dymitr Ruta, Yousef Abosalem, Ling Cen
Generative Model of Knowledge Gaps Discovery from Multiple Choice Tests. FIE (2018)
Khouloud Eledlebi, Dymitr Ruta, Fabrice Saffre, Yousof Al-Hammadi, Abdel F. Isakovic
Voronoi-Based Indoor Deployment of Mobile Sensors Network with Obstacles. FAS*W@SASO/ICAC (2018)
Zainab Husain, Dymitr Ruta, Fabrice Saffre, Yousof Al-Hammadi, Abdel F. Isakovic
Search in a Maze-Like Environment with Ant Algorithms: Complexity, Size and Energy Study. ANTS Conference (2018)
Zainab Husain, Dymitr Ruta, Fabrice Saffre, Yousof Al-Hammadi, A. F. Isakovic
Inverted ant colony optimization for search and rescue in an unknown maze-like indoor environment. GECCO (Companion) (2018)
Ling Cen, Andrzej Ruta, Dymitr Ruta, Quang Hieu Vu
Regression Networks for Robust Win-rates Predictions of AI Gaming Bots. FedCSIS (2018)
Quang Hieu Vu, Dymitr Ruta, Andrzej Ruta, Ling Cen
Predicting Win-rates of Hearthstone Decks: Models and Features that Won AAIA'2018 Data Mining Challenge. FedCSIS (2018)
Dymitr Ruta, Ling Cen, Ernesto Damiani
Summarization-Guided Greedy Optimization of Machine Learning Model. MLDM (2017)
Hanno Hildmann, Dina Y. Atia, Dymitr Ruta, A. F. Isakovic
Is Prüfer Code Encoding Always a Bad Idea? WCO@FedCSIS (2017)
Andrzej Ruta, Dymitr Ruta, Ling Cen
Algorithmic Daily Trading Based on Experts' Recommendations. ISMIS (2017)
Hanno Hildmann, Dymitr Ruta, Dina Y. Atia, A. F. Isakovic
Using branching-property preserving Pruefer Code to encode solutions for Particle Swarm Optimization. FedCSIS (2017)
Ling Cen, Dymitr Ruta, Andrzej Ruta
Using Recommendations for Trade Returns Prediction with Machine Learning. ISMIS (2017)
Quang Hieu Vu, Dymitr Ruta, Ling Cen
An ensemble model with hierarchical decomposition and aggregation for highly scalable and robust classification. FedCSIS (2017)
Khouloud Eledlebi, Dymitr Ruta, Fabrice Saffre, Yousof Al-Hammadi, A. F. Isakovic
A Model for Self-deployment of Autonomous Mobile Sensor Network in an Unknown Indoor Environment. ADHOCNETS (2017)
Hanno Hildmann, Dina Y. Atia, Dymitr Ruta, S. S. Khrais, A. F. Isakovic
A Model for Wireless-Access Network Topology and a PSO-Based Approach for Its Optimization. WCO@FedCSIS (2017)
Sohailah Alyammahi, Harish Bhaskar, Dymitr Ruta, Mohammed E. Al-Mualla
People detection and articulated pose estimation framework for crowded scenes. Knowl. Based Syst. 131 (2017)
Ling Cen, Dymitr Ruta
A Map-Based Gender Prediction Model for Big E-Commerce Data. iThings/GreenCom/CPSCom/SmartData (2017)
Ahmed Talal Suliman, Khaled Al Kaabi, Di Wang, Ahmad Al-Rubaie, Ahmed Al Dhanhani, Dymitr Ruta, John Davies, Sandra Stincic Clarke
Event identification and assertion from social media using auto-extendable knowledge base. IJCNN (2016)
Dina Y. Atia, Dymitr Ruta, Kin Fai Poon, Anis Ouali, A. F. Isakovic
Cost effective, scalable design of indoor distributed antenna systems based on particle swarm optimization and prufer strings. CEC (2016)
Ling Cen, Dymitr Ruta, Leigh Powell, Benjamin Hirsch, Jason W. P. Ng
Quantitative approach to collaborative learning: performance prediction, individual assessment, and group composition. Int. J. Comput. Support. Collab. Learn. 11 (2) (2016)
Dymitr Ruta, Ling Cen, Ernesto Damiani
Fast summarization and anonymization of multivariate big time series. IEEE BigData (2015)
Ling Cen, Dymitr Ruta, Jason W. P. Ng
Big education: Opportunities for Big Data analytics. DSP (2015)
Ling Cen, Dymitr Ruta, Leigh Powell, Jason W. P. Ng
Interaction driven composition of student groups for optimal groupwork learning performance. FIE (2015)
Dymitr Ruta, Ling Cen
Self-Organized Predictor of Methane Concentration Warnings in Coal Mines. RSFDGrC (2015)
Dymitr Ruta
Robust Method of Sparse Feature Selection for Multi-Label Classification with Naive Bayes. FedCSIS (2014)
Jason W. P. Ng, Dymitr Ruta, Ahmad Al-Rubaie, Di Wang, Leigh Powell, Benjamin Hirsch, Liu Ming, Ling Cen, Ahmed Al Dhanhani
Smart Learning for the Next Generation Education Environment. Intelligent Environments (2014)
Dymitr Ruta
Automated Trading with Machine Learning on Big Data. BigData Congress (2014)
Dymitr Ruta, Bogdan Gabrys, Christiane Lemke
A Generic Multilevel Architecture for Time Series Prediction. IEEE Trans. Knowl. Data Eng. 23 (3) (2011)
Przemyslaw Kazienko, Piotr Bródka, Dymitr Ruta
The Influence of Customer Churn and Acquisition on Value Dynamics of Social Neighbourhoods. WSKS (1) (2009)
Dymitr Ruta, Przemyslaw Kazienko, Piotr Bródka
Network-Aware Customer Value in Telecommunication Social Networks. IC-AI (2009)
Przemyslaw Kazienko, Dymitr Ruta
The Impact of Customer Churn on Social Value Dynamics. Int. J. Virtual Communities Soc. Netw. 1 (3) (2009)
Dymitr Ruta, Bogdan Gabrys
A framework for machine learning based on dynamic physical fields. Nat. Comput. 8 (2) (2009)
Dymitr Ruta
Mixture of Gaussians Model for Robust Pedestrian Images Detection. ECAI (2008)
Dymitr Ruta
A Generic Methodology for Classification of Complex Data Structures in Automotive Industry. KES (1) (2008)
Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotská
Particle Swarm Optimisation of Multiple Classifier Systems. IWANN (2007)
John Hadden, Ashutosh Tiwari, Rajkumar Roy, Dymitr Ruta
Computer assisted customer churn management: State-of-the-art and future trends. Comput. Oper. Res. 34 (10) (2007)
Dymitr Ruta, Bogdan Gabrys
Neural Network Ensembles for Time Series Prediction. IJCNN (2007)
Bogdan Gabrys, Dymitr Ruta
Genetic algorithms in classifier fusion. Appl. Soft Comput. 6 (4) (2006)
Dymitr Ruta
Dynamic Data Condensation for Classification. ICAISC (2006)
Dymitr Ruta, Detlef D. Nauck, Ben Azvine
K Nearest Sequence Method and Its Application to Churn Prediction. IDEAL (2006)
Mirko Böttcher, Detlef D. Nauck, Dymitr Ruta, Martin Spott
Towards a Framework for Change Detection in Data Sets. SGAI Conf. (2006)
Dymitr Ruta
Visualisation of the Classifier Fusion Models. Artificial Intelligence and Applications (2005)
Dymitr Ruta, Bogdan Gabrys
Classifier selection for majority voting. Inf. Fusion 6 (1) (2005)
Dymitr Ruta
Multidimensional Selection Model for Classification. ICEIS (2) (2005)
Dymitr Ruta, Bogdan Gabrys
Physical field models for pattern classification. Soft Comput. 8 (2) (2003)
Dymitr Ruta, Bogdan Gabrys
A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems. Pattern Anal. Appl. 5 (4) (2002)
Dymitr Ruta, Bogdan Gabrys
New Measure of Classifier Dependency in Multiple Classifier Systems. Multiple Classifier Systems (2002)
Dymitr Ruta, Bogdan Gabrys
Static Field Approach for Pattern Classification. Soft-Ware (2002)
Dymitr Ruta, Bogdan Gabrys
Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting. Multiple Classifier Systems (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dymitr Ruta