| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Mark Eastwood, Bogdan Gabrys |
Generalised bottom-up pruning: A model level combination of decision trees.  |
Expert Syst. Appl.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys, Christiane Lemke |
A Generic Multilevel Architecture for Time Series Prediction. |
IEEE Trans. Knowl. Data Eng. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcin Budka, Bogdan Gabrys |
Electrostatic field framework for supervised and semi-supervised learning from incomplete data. |
Natural Computing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Ratko Grbic, Bogdan Gabrys |
Review of adaptation mechanisms for data-driven soft sensors. |
Computers & Chemical Engineering |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Edward Tersoo Apeh, Bogdan Gabrys |
Change Mining of Customer Profiles Based on Transactional Data. |
ICDM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Edward Tersoo Apeh, Bogdan Gabrys, Amanda Schierz |
Customer profile classification using transactional data. |
NaBIC |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mark Eastwood, Bogdan Gabrys |
Model level combination of tree ensemble hyperboxes via GFMM. |
FSKD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Athanasios Tsakonas, Bogdan Gabrys |
Evolving Takagi-Sugeno-Kang Fuzzy Systems using Multi Population Grammar-Guided Genetic Programming. |
IJCCI (ECTA-FCTA) |
2011 |
DBLP BibTeX RDF |
|
| 1 | Marcin Budka, Bogdan Gabrys |
Ridge regression ensemble for toxicity prediction. |
Procedia CS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Christiane Lemke, Bogdan Gabrys |
Meta-learning for time series forecasting and forecast combination. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Christiane Lemke, Bogdan Gabrys |
Meta-learning for time series forecasting in the NN GC1 competition. |
FUZZ-IEEE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcin Budka, Bogdan Gabrys |
Correntropy-based density-preserving data sampling as an alternative to standard cross-validation. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys |
Adaptive on-line prediction soft sensing without historical data. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Silvia Riedel, Bogdan Gabrys |
Pooling for Combination of Multilevel Forecasts. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys |
Architecture for development of adaptive on-line prediction models. |
Memetic Computing |
2009 |
DBLP DOI BibTeX RDF |
Adaptive systems, Industrial applications, Ensemble methods, Meta learning, Local learning, Life-long learning, Soft sensors |
| 1 | Krzysztof Juszczyszyn, Katarzyna Musial, Przemyslaw Kazienko, Bogdan Gabrys |
Temporal Changes in Local Topology of an Email-Based Social Network. |
Computing and Informatics |
2009 |
DBLP BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
A framework for machine learning based on dynamic physical fields. |
Natural Computing |
2009 |
DBLP DOI BibTeX RDF |
Data condensation, Gravity field, Lennard-Jones potential, Clustering, Machine learning, Classification, Visualisation, Classifier fusion, Electrostatic field |
| 1 | Bogdan Gabrys, Davide Anguita |
Nature-inspired learning and adaptive systems. |
Natural Computing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys, Sibylle Strandt |
Data-driven Soft Sensors in the process industry. |
Computers & Chemical Engineering |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Mark Eastwood, Bogdan Gabrys |
A Non-sequential Representation of Sequential Data for Churn Prediction. |
KES |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys |
Learning with Missing or Incomplete Data. |
ICIAP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys |
Gating Artificial Neural Network Based Soft Sensor. |
New Challenges in Applied Intelligence Technologies |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys |
Do Smart Adaptive Systems Exist? Hybrid Intelligent Systems Perspective. |
HAIS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys |
Soft Sensor Based on Adaptive Local Learning. |
ICONIP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Katarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, Przemyslaw Kazienko |
Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis. |
ICONIP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Krzysztof Juszczyszyn, Przemyslaw Kazienko, Katarzyna Musial, Bogdan Gabrys |
Temporal Changes in Connection Patterns of an Email-Based Social Network. |
Web Intelligence/IAT Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Christiane Lemke, Bogdan Gabrys |
Do we need experts for time series forecasting?. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys |
Adaptive Local Learning Soft Sensor for Inferential Control Support. |
CIMCA/IAWTIC/ISE |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Petr Kadlec, Bogdan Gabrys |
Learnt Topology Gating Artificial Neural Networks. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Honghai Liu, Robert J. Howlett, Bogdan Gabrys |
Special issue: Extended papers selected from KES-2006. |
KES Journal |
2007 |
DBLP BibTeX RDF |
|
| 1 | Mark Eastwood, Bogdan Gabrys |
The Dynamics of Negative Correlation Learning. |
VLSI Signal Processing |
2007 |
DBLP DOI BibTeX RDF |
neural networks, classification, stability, dynamics, combination, ensemble methods, negative correlation learning |
| 1 | Silvia Riedel, Bogdan Gabrys |
Combination of Multi Level Forecasts. |
VLSI Signal Processing |
2007 |
DBLP DOI BibTeX RDF |
multi level forecasting, forecast combination, bias variance Bayes error decomposition, revenue management |
| 1 | Zoheir Sahel, Abdelhamid Bouchachia, Bogdan Gabrys, Paul Rogers |
Adaptive Mechanisms for Classification Problems with Drifting Data. |
KES |
2007 |
DBLP DOI BibTeX RDF |
Incremental learning, Concept drift, adaptive classification |
| 1 | Abdelhamid Bouchachia, Bogdan Gabrys, Zoheir Sahel |
Overview of Some Incremental Learning Algorithms. |
FUZZ-IEEE |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
Neural Network Ensembles for Time Series Prediction. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Silvia Riedel, Bogdan Gabrys |
Dynamic Pooling for the Combination of Forecasts generated using Multi Level Learning. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Macas, Bogdan Gabrys, Dymitr Ruta, Lenka Lhotská |
Particle Swarm Optimisation of Multiple Classifier Systems. |
IWANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys, Dymitr Ruta |
Genetic algorithms in classifier fusion. |
Appl. Soft Comput. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys, Bruno Baruque, Emilio Corchado |
Outlier Resistant PCA Ensembles. |
KES |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys, Robert J. Howlett, Lakhmi C. Jain (eds.) |
Knowledge-Based Intelligent Information and Engineering Systems, 10th International Conference, KES 2006, Bournemouth, UK, October 9-11, 2006, Proceedings, Part II |
KES |
2006 |
DBLP BibTeX RDF |
|
| 1 | Edward Tersoo Apeh, Bogdan Gabrys |
Clustering for Data Matching. |
KES |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys, Robert J. Howlett, Lakhmi C. Jain (eds.) |
Knowledge-Based Intelligent Information and Engineering Systems, 10th International Conference, KES 2006, Bournemouth, UK, October 9-11, 2006, Proceedings, Part III |
KES |
2006 |
DBLP BibTeX RDF |
|
| 1 | Bogdan Gabrys, Robert J. Howlett, Lakhmi C. Jain (eds.) |
Knowledge-Based Intelligent Information and Engineering Systems, 10th International Conference, KES 2006, Bournemouth, UK, October 9-11, 2006, Proceedings, Part I |
KES |
2006 |
DBLP BibTeX RDF |
|
| 1 | Emilio Corchado, Bruno Baruque, Bogdan Gabrys |
Maximum Likelihood Topology Preserving Ensembles. |
IDEAL |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
Classifier selection for majority voting. |
Information Fusion |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys |
Learning hybrid neuro-fuzzy classifier models from data: to combine or not to combine? |
Fuzzy Sets and Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys |
Special issue on integration of methods and hybrid systems. |
Int. J. Approx. Reasoning |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys, Lina Petrakieva |
Combining labelled and unlabelled data in the design of pattern classification systems. |
Int. J. Approx. Reasoning |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Silvia Riedel, Bogdan Gabrys |
Hierarchical Multilevel Approaches of Forecast Combination. |
OR |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
Physical field models for pattern classification. |
Soft Comput. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Colin Fyfe, Bogdan Gabrys |
Guest editorial introduction. |
Knowl.-Based Syst. |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys |
Agglomerative Learning Algorithms for General Fuzzy Min-Max Neural Network. |
VLSI Signal Processing |
2002 |
DBLP DOI BibTeX RDF |
agglomerative learning, hyperbox fuzzy sets, pattern classification, hierarchical clustering, neuro-fuzzy system |
| 1 | Bogdan Gabrys |
Neuro-fuzzy approach to processing inputs with missing values in pattern recognition problems. |
Int. J. Approx. Reasoning |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems. |
Pattern Anal. Appl. |
2002 |
DBLP DOI BibTeX RDF |
Error distribution, Multistage organisations, Generalisation, Majority voting, Combining classifiers, Margin |
| 1 | Dymitr Ruta, Bogdan Gabrys |
Static Field Approach for Pattern Classification. |
Soft-Ware |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
New Measure of Classifier Dependency in Multiple Classifier Systems. |
Multiple Classifier Systems |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Dymitr Ruta, Bogdan Gabrys |
Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting. |
Multiple Classifier Systems |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys, Andrzej Bargiela |
General fuzzy min-max neural network for clustering and classification. |
IEEE Trans. Neural Netw. Learning Syst. |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Bogdan Gabrys |
Pattern classification for incomplete data. |
KES |
2000 |
DBLP DOI BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")