Wieslaw Chmielnicki

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 3

Top Topics

Conditional Likelihood

Unsupervised Learning

Protein Fold Recognition

Multiclass Classification

Top Venues

Expert Syst. J. Knowl. Eng.

Publications

Wieslaw Chmielnicki
A Novel Classifier Combining Supervised and Unsupervised Learning Methods. ENIC (2016)
Wieslaw Chmielnicki
Combining k-Nearest Neighbor and Centroid Neighbor Classifier for Fast and Robust Classification. HAIS (2016)
Wieslaw Chmielnicki, Katarzyna Stapor
Using the one-versus-rest strategy with samples balancing to improve pairwise coupling classification. Int. J. Appl. Math. Comput. Sci. 26 (1) (2016)
Wieslaw Chmielnicki, Katarzyna Stapor
Combining One-Versus-One and One-Versus-All Strategies to Improve Multiclass SVM Classifier. CORES (2015)
Wieslaw Chmielnicki
Creating Effective Error Correcting Output Codes for Multiclass Classification. HAIS (2015)
Wieslaw Chmielnicki, Irena Roterman-Konieczna, Katarzyna Stapor
An improved protein fold recognition with support vector machines. Expert Syst. J. Knowl. Eng. 29 (2) (2012)
Wieslaw Chmielnicki, Katarzyna Stapor
A hybrid discriminative/generative approach to protein fold recognition. Neurocomputing 75 (1) (2012)
Wieslaw Chmielnicki, Katarzyna Stapor
A combined SVM-RDA classifier for protein fold recognition. Bio Algorithms Med Syst. 7 (1) (2011)
Wieslaw Chmielnicki, Katarzyna Stapor
An Effective Feature Selection Algorithm Based on the Class Similarity Used with a SVM-RDA Classifier to Protein Fold Recognition. HAIS (2) (2011)
Wieslaw Chmielnicki, Katarzyna Stapor
Protein Fold Recognition with Combined SVM-RDA Classifier. HAIS (1) (2010)
Wieslaw Chmielnicki, Katarzyna Stapor, Irena Roterman-Konieczna
An Efficient Multi-class Support Vector Machine Classifier for Protein Fold Recognition. IWPACBB (2010)
Wieslaw Chmielnicki, Katarzyna Stapor
A combined SVM-RDA classifier for protein fold recognition. Bio Algorithms Med Syst. 6 (12-S) (2010)