Learning hybrid neuro-fuzzy classifier models from data: to combine or not to combine?GABRYS, Bogdan.Fuzzy sets and systems. 2004, Vol 147, Num 1, pp 39-56, issn 0165-0114, 18 p.Conference Paper

A theoretical analysis of the limits of majority voting errors for multiple classifier systemsRUTA, Dymitr; GABRYS, Bogdan.Pattern analysis and applications (Print). 2002, Vol 5, Num 4, pp 333-350, issn 1433-7541, 18 p.Article

Density-Preserving Sampling: Robust and Efficient Alternative to Cross-Validation for Error EstimationBUDKA, Marcin; GABRYS, Bogdan.IEEE transactions on neural networks and learning systems (Print). 2013, Vol 24, Num 1, pp 22-34, issn 2162-237X, 13 p.Article

Pooling for Combination of Multilevel ForecastsRIEDEL, Silvia; GABRYS, Bogdan.IEEE transactions on knowledge and data engineering. 2009, Vol 21, Num 12, pp 1753-1766, issn 1041-4347, 14 p.Article

Outlier Resistant PCA EnsemblesGABRYS, Bogdan; BARUQUE, Bruno; CORCHADO, Emilio et al.Lecture notes in computer science. 2006, pp 432-440, issn 0302-9743, isbn 3-540-46535-9, 9 p.Conference Paper

Clustering for Data MatchingTERSOO APEH, Edward; GABRYS, Bogdan.Lecture notes in computer science. 2006, pp 1216-1225, issn 0302-9743, isbn 3-540-46535-9, 10 p.Conference Paper

Knowledge-based intelligent information and engineering systems (Part I-III : 10th international conference, KES 2006, Bournemouth, UK, October 9-11, 2006 : proceedings)Gabrys, Bogdan; Howlett, Robert J; Jain, Lakhmi C et al.Lecture notes in computer science. 2006, issn 0302-9743, isbn 3-540-46535-9, 1297, 1335, 1301 p, isbn 3-540-46535-9Conference Proceedings

Robust predictive modelling of water pollution using biomarker dataBUDKA, Marcin; GABRYS, Bogdan; RAVAGNAN, Elisa et al.Water research (Oxford). 2010, Vol 44, Num 10, pp 3294-3308, issn 0043-1354, 15 p.Article

Application of the evolutionary algorithms for classifier selection in multiple classifier systems with majority votingRUTA, Dymitr; GABRYS, Bogdan.Lecture notes in computer science. 2001, pp 399-408, issn 0302-9743, isbn 3-540-42284-6Conference Paper

A Generic Multilevel Architecture for Time Series PredictionRUTA, Dymitr; GABRYS, Bogdan; LEMKE, Christiane et al.IEEE transactions on knowledge and data engineering. 2011, Vol 23, Num 3, pp 350-359, issn 1041-4347, 10 p.Article

Maximum likelihood topology preserving ensemblesCORCHADO, Emilio; BARUQUE, Bruno; GABRYS, Bogdan et al.Lecture notes in computer science. 2006, pp 1434-1442, issn 0302-9743, isbn 3-540-45485-3, 1Vol, 9 p.Conference Paper

New measure of classifier dependency in multiple classifier systemsRUTA, Dymitr; GABRYS, Bogdan.Lecture notes in computer science. 2002, pp 127-136, issn 0302-9743, isbn 3-540-43818-1, 10 p.Conference Paper

Customer profile classification: To adapt classifiers or to relabel customer profiles?APEH, Edward; GABRYS, Bogdan; SCHIERZ, Amanda et al.Neurocomputing (Amsterdam). 2014, Vol 132, pp 3-13, issn 0925-2312, 11 p.Conference Paper

A Hybrid Evolutionary Algorithm for the Euclidean Steiner Tree Problem Using Local SearchesYANG, Byounghak.Lecture notes in computer science. 2006, pp 60-67, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

Educational Evaluation of Intelligent and Creative Ability with Computer Games : A Case Study for e-LearningISOMOTO, Yukuo.Lecture notes in computer science. 2006, pp 985-993, issn 0302-9743, isbn 3-540-46535-9, 9 p.Conference Paper

Structural Learning of Neural Networks for Forecasting Stock PricesWATADA, Junzo.Lecture notes in computer science. 2006, pp 972-979, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

Analysis of the Quasi-Brain-Death EEG Data Based on a Robust ICA ApproachJIANTING CAO.Lecture notes in computer science. 2006, pp 1240-1247, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

Customer Experience Management Influencing on Human Kansei to MOTNAGASAWA, Shinya.Lecture notes in computer science. 2006, pp 980-987, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

Flexible Method for a Distance Measure Between Communicative Agents' Stored PerceptionsPIECZYNSKA, Agnieszka.Lecture notes in computer science. 2006, pp 227-234, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

Regularization for Super-Resolution Image ReconstructionBANNORE, Vivek.Lecture notes in computer science. 2006, pp 36-46, issn 0302-9743, isbn 3-540-46535-9, 11 p.Conference Paper

Trust, Ethics and Social Capital on the Internet : An Empirical Study Between Japan, USA and SingaporeNARA, Yumiko.Lecture notes in computer science. 2006, pp 64-75, issn 0302-9743, isbn 3-540-46535-9, 12 p.Conference Paper

A One-Time Password Authentication Scheme for Secure Remote Access in Intelligent Home NetworksYOU, Ilsun.Lecture notes in computer science. 2006, pp 785-792, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

An Introduction to Fuzzy Propositional Calculus Using Proofs from AssumptionsTABAKOW, Iwan.Lecture notes in computer science. 2006, pp 187-194, issn 0302-9743, isbn 3-540-46535-9, 8 p.Conference Paper

Graph-Based Data Model for the Content Representation of Multimedia DataHOCHIN, Teruhisa.Lecture notes in computer science. 2006, pp 1182-1190, issn 0302-9743, isbn 3-540-46535-9, 9 p.Conference Paper

On the Profitability of Scalping Strategies Based on Neural NetworksRESTA, Marina.Lecture notes in computer science. 2006, pp 641-646, issn 0302-9743, isbn 3-540-46535-9, 6 p.Conference Paper