Dymitr Ruta

发表

K Nearest Sequence Method and Its Application to Churn Prediction

Detlef D. Nauck, Dymitr Ruta, Ben Azvine, 2006, IDEAL.

Dynamic Data Condensation for Classification

Dymitr Ruta, 2006, ICAISC.

A Generic Multilevel Architecture for Time Series Prediction

Bogdan Gabrys, Dymitr Ruta, Christiane Lemke, 2011, IEEE Transactions on Knowledge and Data Engineering.

Autonomous deployment of mobile sensors network in an unknown indoor environment with obstacles

Yousof Al-Hammadi, Dymitr Ruta, Fabrice Saffre, 2018, GECCO.

Coverage and Energy Analysis of Mobile Sensor Nodes in Obstructed Noisy Indoor Environment: A Voronoi Approach pdf

Yousof Al-Hammadi, Hanno Hildmann, Dymitr Ruta, 2020, ArXiv.

Predicting Win-Rates of Hearthstone Decks: Models and Features that Won AAIA'2018 Data Mining Challenge

Dymitr Ruta, Quang Hieu Vu, Andrzej Ruta, 2018, 2018 Federated Conference on Computer Science and Information Systems (FedCSIS).

Quantitative approach to collaborative learning: performance prediction, individual assessment, and group composition

Benjamin Hirsch, Dymitr Ruta, Jason W. P. Ng, 2016, International Journal of Computer-Supported Collaborative Learning.

Generative Model of Knowledge Gaps Discovery from Multiple Choice Tests

Dymitr Ruta, Ling Cen, Yousef Abosalem, 2018, 2018 IEEE Frontiers in Education Conference (FIE).

Static Field Approach for Pattern Classification

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2002, Soft-Ware.

Hyperbox-based machine learning algorithms: a comprehensive survey pdf

Bogdan Gabrys, T. T. Khuat, Dymitr Ruta, 2019, Soft Computing.

Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting

Bogdan Gabrys, Dymitr Ruta, 2001, Multiple Classifier Systems.

Fast summarization and anonymization of multivariate big time series

Ernesto Damiani, Dymitr Ruta, Ling Cen, 2015, 2015 IEEE International Conference on Big Data (Big Data).

The Impact of Customer Churn on Social Value Dynamics

Przemyslaw Kazienko, Dymitr Ruta, Przemyslaw Kazienko, 2009, Int. J. Virtual Communities Soc. Netw..

Mixture of Gaussians Model for Robust Pedestrian Images Detection

Dymitr Ruta, D. Ruta, 2008, ECAI.

Network-Aware Customer Value in Telecommunication Social Networks

Przemyslaw Kazienko, Piotr Bródka, Dymitr Ruta, 2009, IC-AI.

Voronoi-Based Indoor Deployment of Mobile Sensors Network with Obstacles

Yousof Al-Hammadi, Dymitr Ruta, Fabrice Saffre, 2018, 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W).

Using Recommendations for Trade Returns Prediction with Machine Learning

Dymitr Ruta, Andrzej Ruta, Ling Cen, 2017, ISMIS.

Classifier selection for majority voting

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2005, Inf. Fusion.

New Measure of Classifier Dependency in Multiple Classifier Systems

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2002, Multiple Classifier Systems.

Interaction driven composition of student groups for optimal groupwork learning performance

Dymitr Ruta, Jason W. P. Ng, Ling Cen, 2015, 2015 IEEE Frontiers in Education Conference (FIE).

Particle Swarm Optimisation of Multiple Classifier Systems

Lenka Lhotská, Bogdan Gabrys, Martin Macas, 2007, IWANN.

Classifier diversity in combined pattern recognition systems

Dymitr Ruta, 2003 .

Self-Organized Predictor of Methane Concentration Warnings in Coal Mines

Dymitr Ruta, Ling Cen, D. Ruta, 2015, RSFDGrC.

Visualisation of the Classifier Fusion Models

Dymitr Ruta, 2005, Artificial Intelligence and Applications.

Efficient Support Vector Regression with Reduced Training Data

Dymitr Ruta, Quang Hieu Vu, Ling Cen, 2019, 2019 Federated Conference on Computer Science and Information Systems (FedCSIS).

Nature-Inspired? Optimization in the Era of IoT: Particle Swarm Optimization (PSO) Applied to Indoor-Distributed Antenna Systems (I-DAS)

Hanno Hildmann, Dymitr Ruta, Abdel F. Isakovic, 2019 .

People detection and articulated pose estimation framework for crowded scenes

Harish Bhaskar, Mohammed E. Al-Mualla, Dymitr Ruta, 2017, Knowl. Based Syst..

Is Prüfer Code Encoding Always a Bad Idea?

Hanno Hildmann, Dymitr Ruta, A. F. Isakovic, 2018, WCO@FedCSIS.

Set Analysis of Coincident Errors and Its Applications for Combining Classifiers

Bogdan Gabrys, Dymitr Ruta, 2003 .

Physical field models for pattern classification

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2003, Soft Comput..

Cost effective, scalable design of indoor distributed antenna systems based on particle swarm optimization and prufer strings

Dymitr Ruta, Kin Fai Poon, Anis Ouali, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Summarization-Guided Greedy Optimization of Machine Learning Model

Ernesto Damiani, Dymitr Ruta, Ling Cen, 2017, MLDM.

Churn Prediction: Does Technology Matter?

Rajkumar Roy, Dymitr Ruta, Ashutosh Tiwari, 2008 .

Towards Automated Share Investment System

Dymitr Ruta, 2007, Perception-based Data Mining and Decision Making in Economics and Finance.

A Model for Wireless-Access Network Topology and a PSO-Based Approach for Its Optimization

Hanno Hildmann, Dymitr Ruta, A. F. Isakovic, 2017, WCO@FedCSIS.

Using branching-property preserving Prüfer Code to encode solutions for particle swarm optimisation

Hanno Hildmann, Dymitr Ruta, A. F. Isakovic, 2017, 2017 Federated Conference on Computer Science and Information Systems (FedCSIS).

A Map-Based Gender Prediction Model for Big E-Commerce Data

Dymitr Ruta, Ling Cen, D. Ruta, 2017, 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

Robust method of sparse feature selection for multi-label classification with Naive Bayes

Dymitr Ruta, 2014, 2014 Federated Conference on Computer Science and Information Systems.

Multidimensional Selection Model for Classification

Dymitr Ruta, 2005, 2005 7th International Conference on Information Fusion.

Big education: Opportunities for Big Data analytics

Dymitr Ruta, Jason W. P. Ng, Ling Cen, 2015, 2015 IEEE International Conference on Digital Signal Processing (DSP).

Genetic algorithms in classifier fusion

Bogdan Gabrys, Dymitr Ruta, 2006, Appl. Soft Comput..

Inverted ant colony optimization for search and rescue in an unknown maze-like indoor environment

Yousof Al-Hammadi, Dymitr Ruta, Fabrice Saffre, 2018, GECCO.

Event identification and assertion from social media using auto-extendable knowledge base

John Davies, Di Wang, Dymitr Ruta, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Neural Network Ensembles for Time Series Prediction

Bogdan Gabrys, Dymitr Ruta, 2007, 2007 International Joint Conference on Neural Networks.

Greedy Incremental Support Vector Regression

Dymitr Ruta, Quang Hieu Vu, Ling Cen, 2019, 2019 Federated Conference on Computer Science and Information Systems (FedCSIS).

Reducing Spatial Data Complexity for Classification Models

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2007 .

Algorithmic Daily Trading Based on Experts' Recommendations

Dymitr Ruta, Andrzej Ruta, Ling Cen, 2017, ISMIS.

A framework for machine learning based on dynamic physical fields

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2009, Natural Computing.

A Generic Methodology for Classification of Complex Data Structures in Automotive Industry

Dymitr Ruta, D. Ruta, 2008, KES.

The Influence of Customer Churn and Acquisition on Value Dynamics of Social Neighbourhoods

Przemyslaw Kazienko, Piotr Bródka, Dymitr Ruta, 2009, WSKS.

Regression Networks for Robust Win-Rates Predictions of AI Gaming Bots

Dymitr Ruta, Quang Hieu Vu, Andrzej Ruta, 2018, 2018 Federated Conference on Computer Science and Information Systems (FedCSIS).

A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2002, Pattern Analysis and Applications.

Analysis of the Correlation Between Majority Voting Error and the Diversity Measures in Multiple Classifier Systems

Bogdan Gabrys, Dymitr Ruta, D. Ruta, 2001 .

Towards a Framework for Change Detection in Data Sets

Detlef D. Nauck, Martin Spott, Dymitr Ruta, 2006, SGAI Conf..

Automated Trading with Machine Learning on Big Data

Dymitr Ruta, 2014, 2014 IEEE International Congress on Big Data.

A Model for Self-deployment of Autonomous Mobile Sensor Network in an Unknown Indoor Environment

Yousof Al-Hammadi, Dymitr Ruta, Fabrice Saffre, 2018, ADHOCNETS.

Search in a Maze-Like Environment with Ant Algorithms: Complexity, Size and Energy Study

Yousof Al-Hammadi, Dymitr Ruta, Fabrice Saffre, 2018, ANTS Conference.

An ensemble model with hierarchical decomposition and aggregation for highly scalable and robust classification

Dymitr Ruta, Quang Hieu Vu, Ling Cen, 2017, 2017 Federated Conference on Computer Science and Information Systems (FedCSIS).

Predictive Customer Analytics and Real-Time Business Intelligence

Detlef Nauck, Martin Spott, Dymitr Ruta, 2008 .

Does gender matter for collaborative learning?

Dymitr Ruta, Ling Cen, Jason W. P. Ng, 2014, 2014 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE).