Norbert Jankowski

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Revdbscan and Flexscan - O(nlog n) Clustering Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Fast t-SNE algorithm with forest of balanced LSH trees and hybrid computation of repulsive forces.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

O (m log m) instance selection algorithms - RR-DROPs.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A Fast Neural Network Learning Algorithm with Approximate Singular Value Decomposition.

[BibT_eX]

[DOI]

Rafal Linowiecki

Int. J. Appl. Math. Comput. Sci., 2019

Fast Encoding length-based prototype selection algorithms.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

Fast Algorithm for Prototypes Selection - Trust-Margin Prototypes.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Comparison of Prototype Selection Algorithms Used in Construction of Neural Networks Learned by SVD.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2018

Prototype-Based Kernels for Extreme Learning Machines and Radial Basis Function Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2015

The Multi-Ranked Classifiers Comparison.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

2013

Fast heterogeneous boosting.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Ensemble Learning, 2013

2012

Graph-based generation of a meta-learning search space.

[BibT_eX]

[DOI]

Int. J. Appl. Math. Comput. Sci., 2012

Make it cheap: Learning with O(nd) complexity.

[BibT_eX]

[DOI]

Tomasz Maszczyk

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Universal Meta-Learning Architecture and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Meta-Learning in Computational Intelligence, 2011

Saving time and memory in computational intelligence system with machine unification and task spooling.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2011

Analysis of Feature Weighting Methods Based on Feature Ranking Methods for Classification.

[BibT_eX]

[DOI]

Krzysztof Usowicz

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Complexity Measures for Meta-learning and Their Optimality.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Probability and Friends. Bayesian Prediction and Artificial Intelligence, 2011

2010

Increasing Efficiency of Data Mining Systems by Machine Unification and Double Machine Cache.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Task Management in Advanced Computational Intelligence System.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008

Learning Machines Information Distribution System with Example Applications.

[BibT_eX]

[DOI]

Proceedings of the Computer Recognition Systems 2, 2008

Building meta-learning algorithms basing on search controlled by machine complexity.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Meta-learning with Machine Generators and Complexity Controlled Exploration.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Handwritten Digit, Recognition Road to Contest victory.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

Versatile and Efficient Meta-Learning Architecture: Knowledge Representation and Management in Computational Intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

Learning Machines.

[BibT_eX]

[DOI]

Proceedings of the Feature Extraction - Foundations and Applications, 2006

Mining for Complex Models Comprising Feature Selection and Classification.

[BibT_eX]

[DOI]

Proceedings of the Feature Extraction - Foundations and Applications, 2006

2005

Heterogenous Committees with Competence Analysis.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Feature Selection with Decision Tree Criterion.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Instances Selection Algorithms in the Conjunction with LVQ.

[BibT_eX]

Marek Grochowski

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004

Comparison of Instances Seletion Algorithms I. Algorithms Survey.

[BibT_eX]

[DOI]

Marek Grochowski

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Comparison of Instance Selection Algorithms II. Results and Comments.

[BibT_eX]

[DOI]

Marek Grochowski

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

Transformations of Symbolic Data for Continuous Data Oriented Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2001

Optimal transfer function neural networks.

[BibT_eX]

[DOI]

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

Transfer functions: hidden possibilities for better neural networks.

[BibT_eX]

[DOI]

Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000

Taxonomy of Neural Transfer Functions.

[BibT_eX]

[DOI]

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Optimization and Interpretation of Rule-based Classifiers.

[BibT_eX]

Rafal Adamczak

Proceedings of the Intelligent Information Systems, 2000

1997

Statistical Control of RBF-like Networks for Classification.

[BibT_eX]

[DOI]