Wieslaw Chmielnicki

According to our database, Wieslaw Chmielnicki authored at least 12 papers between 2010 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2016

Using the one-versus-rest strategy with samples balancing to improve pairwise coupling classification.

Wieslaw Chmielnicki, Katarzyna Stapor

Int. J. Appl. Math. Comput. Sci., 2016

Combining k-Nearest Neighbor and Centroid Neighbor Classifier for Fast and Robust Classification.

Wieslaw Chmielnicki

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

A Novel Classifier Combining Supervised and Unsupervised Learning Methods.

Wieslaw Chmielnicki

Proceedings of the Third European Network Intelligence Conference, 2016

2015

Creating Effective Error Correcting Output Codes for Multiclass Classification.

Wieslaw Chmielnicki

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier.

Wieslaw Chmielnicki, Katarzyna Stapor

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

2012

A hybrid discriminative/generative approach to protein fold recognition.

Wieslaw Chmielnicki, Katarzyna Stapor

Neurocomputing, 2012

An improved protein fold recognition with support vector machines.

Wieslaw Chmielnicki, Irena Roterman-Konieczna, Katarzyna Stapor

Expert Syst. J. Knowl. Eng., 2012

2011

A New Approach to Multi-class SVM-Based Classification Using Error Correcting Output Codes.

Wieslaw Chmielnicki, Katarzyna Stapor

Proceedings of the Computer Recognition Systems 4, 2011

An Effective Feature Selection Algorithm Based on the Class Similarity Used with a SVM-RDA Classifier to Protein Fold Recognition.

Wieslaw Chmielnicki, Katarzyna Stapor

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010

A combined SVM-RDA classifier for protein fold recognition.

Wieslaw Chmielnicki, Katarzyna Stapor

Bio Algorithms Med Syst., 2010

An Efficient Multi-class Support Vector Machine Classifier for Protein Fold Recognition.

Wieslaw Chmielnicki, Katarzyna Stapor, Irena Roterman-Konieczna

Proceedings of the Advances in Bioinformatics, 2010

Protein Fold Recognition with Combined SVM-RDA Classifier.

Wieslaw Chmielnicki, Katarzyna Stapor

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010