Katarzyna Stapor

CoRR, 2024

The outer-membrane componentof the multi-drug efflux system -a structural analysis based onhydrophobicity distribution.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2024

2023

Role of environmental specificity in CASP results.

[BibT_eX]

[DOI]

BMC Bioinform., December, 2023

Ab initio protein structure prediction: the necessary presence of external force field as it is delivered by Hsp40 chaperone.

[BibT_eX]

[DOI]

BMC Bioinform., December, 2023

The importance of ocular artifact removal in single-trial ERP analysis: The case of the N250 in face learning.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2023

2022

Lightweight ProteinUnet2 network for protein secondary structure prediction: a step towards proper evaluation.

[BibT_eX]

[DOI]

BMC Bioinform., 2022

2021

ProteinUnet - An efficient alternative to SPIDER3-single for sequence-based prediction of protein secondary structures.

[BibT_eX]

[DOI]

Krzysztof Kotowski

Tomasz Smolarczyk

J. Comput. Chem., 2021

Divergence Entropy-Based Evaluation of Hydrophobic Core in Aggressive and Resistant Forms of Transthyretin.

[BibT_eX]

[DOI]

Entropy, 2021

How to design the fair experimental classifier evaluation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

2020

Introduction to Probabilistic and Statistical Methods with Examples in R

[BibT_eX]

[DOI]

Intelligent Systems Reference Library 176, Springer, ISBN: 978-3-030-45798-3, 2020

Alternative Hydrophobic Core in Proteins - The Effect of Specific Synergy.

[BibT_eX]

[DOI]

Mateusz Banach

Magdalena Ptak-Kaczor

Symmetry, 2020

The Status of Edge Strands in Ferredoxin-Like Fold.

[BibT_eX]

[DOI]

Magdalena Ptak-Kaczor

Symmetry, 2020

2019

Machine Learning Methods for the Protein Fold Recognition Problem.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Backbone dihedral angles prediction servers for protein early-stage structure prediction.

[BibT_eX]

[DOI]

Tomasz Smolarczyk

Bio Algorithms Med Syst., 2019

2018

Deep Learning Features for Face Age Estimation: Better Than Human?

[BibT_eX]

[DOI]

Krzysztof Kotowski

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017

Evaluation of classifiers: current methods and future research directions.

[BibT_eX]

[DOI]

Proceedings of the Position Papers of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Developing an SVM classifier for extended ES protein structure prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

Evaluating and Comparing Classifiers: Review, Some Recommendations and Limitations.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016

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

[BibT_eX]

[DOI]

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

Classification of Protein Interactions Based on Sparse Discriminant Analysis and Energetic Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Information Systems and Industrial Management, 2016

2015

Statistical dictionaries for hypothetical in silico model of the early-stage intermediate in protein folding.

[BibT_eX]

[DOI]

J. Comput. Aided Mol. Des., 2015

A method of predicting the secondary protein structure based on dictionaries.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2015

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

[BibT_eX]

[DOI]

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

2012

A hybrid discriminative/generative approach to protein fold recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2012

An improved protein fold recognition with support vector machines.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2012

Protein fold classification based on machine learning paradigm - a review.

[BibT_eX]

[DOI]

Bio Algorithms Med Syst., 2012

2011

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2010

A combined SVM-RDA classifier for protein fold recognition.

[BibT_eX]

Bio Algorithms Med Syst., 2010

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Bioinformatics, 2010

Protein Fold Recognition with Combined SVM-RDA Classifier.

[BibT_eX]

[DOI]

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

2009

A New Feature Extraction Method Based on the Partial Least Squares Algorithm and Its Applications.

[BibT_eX]

[DOI]

Pawel Blaszczyk

Proceedings of the Computer Recognition Systems 3, 2009

2008

Optimization of the SVM Screening Kernel-Application to Hit Definition in Compound Screening.

[BibT_eX]

[DOI]

Karol Kozak

Marta Kozak

Proceedings of the Computer Recognition Systems 2, 2008

Classes of Kernels for Hit Definition in Compound Screening.

[BibT_eX]

[DOI]

Karol Kozak

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Kernels for Chemical Compounds in Biological Screening.

[BibT_eX]

[DOI]

Karol Kozak

Marta Kozak

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2005

Mean Shift Segmentation, Genetic Algorithms and Support Vector Machines for Identification of Glaucoma in Fundus Eye Images.

[BibT_eX]

[DOI]

Adrian Brueckner

Proceedings of the Computer Recognition Systems, 2005

2004

Mathematical Morphology and Support Vector Machines for Diagnosis of Glaucoma on Fundus eye Images.

[BibT_eX]

[DOI]