Projects search

Creating the New from the Old – Combinatorial Libraries Generation with Machine Learning-Based Compound Structure Optimization

Authors:

Sabina Podlewska, Wojciech M. Czarnecki, Rafał Kafel, Andrzej J. Bojarski

Academic press:

Journal of Chemical Information and Modeling (year: 2017, volume: 57/2, pages: 133-147), Publisher: ACS Publications

Status:

Published

DOI:

10.1021/acs.jcim.6b00426 – link to the publication

Constrained clustering with a complex cluster structure

Authors:

Marek Śmieja, Magdalena Wiercioch

Academic press:

Advances in Data Analysis and Classification (year: 2016, volume: on-line first, pages: 46048), Publisher: Springer

Status:

Published

DOI:

10.1007/s11634-016-0254-x – link to the publication

Robust optimization of SVM hyperparameters in the classification of bioactive compounds

Authors:

Wojciech M Czarnecki, Sabina Podlewska, Andrzej J Bojarski

Academic press:

J Cheminform (2015) 7:38 (year: 2015, volume: 0,318055555555556, pages: 15), Publisher: Springer

Status:

Published

DOI:

10.1186/s13321-015-0088-0 – link to the publication

Quo vadis G protein-coupled receptor ligands? A tool for analysis of the emergence of new groups of compounds over time

Authors:

Damian Leśniak, Stanisław Jastrzębski, Sabina Podlewska, Wojciech M. Czarnecki, Andrzej J. Bojarski

Academic press:

Bioorganic and Medicinal Chemistry Letters (year: 2017, volume: 27/3, pages: 626-631), Publisher: Elsevier

Status:

Published

DOI:

10.1016/j.bmcl.2016.12.001 – link to the publication

Multithreshold Entropy Linear Classifier: Theory and applications

Authors:

Wojciech M Czarnecki, Jacek Tabor

Academic press:

Expert Systems with Applications (year: 2015, volume: 42, pages: 5591–5606), Publisher: Elsevier

Status:

Published

DOI:

10.1016/j.eswa.2015.03.007 – link to the publication

Extremely Randomized Machine Learning Methods for Compound Activity Prediction

Authors:

Wojciech M Czarnecki, Sabina Podlewska, Andrzej J Bojarski

Academic press:

Molecules (year: 2015, volume: 20(11), pages: 20107-20117), Publisher: MDPI AG, Basel, Switzerland

Status:

Published

DOI:

10.3390/molecules201119679 – link to the publication

Entropy approximation in lossy source coding problem

Authors:

Marek Śmieja, Jacek Tabor

Academic press:

Entropy (year: 2015, volume: 17/5, pages: 3400-3418), Publisher: MDPI AG, Basel, Switzerland

Status:

Published

DOI:

10.3390/e17053400 – link to the publication

Cross-Entropy Based Image Thresholding

Authors:

Mateusz Malik, Przemysław Spurek, Jacek Tabor

Academic press:

Schedae Informaticae (year: 2015, volume: 24, pages: 21-29), Publisher: Uniwersytet Jagielloński

Status:

Published

DOI:

10.4467/20838476SI.15.002.3024 – link to the publication

R Package CEC

Authors:

Przemysław Spurek, Konrad Kamieniecki, Jacek Tabor, Krzysztof Misztal, Marek Śmieja

Academic press:

Neurocomputing (year: 2017, volume: 237, pages: 410-413), Publisher: Elsevier

Status:

Published

DOI:

10.1016/j.neucom.2016.08.118 – link to the publication

Acitive Function Cross Entropy Clustering

Authors:

Przemysław Spurek Jacek Tabor, Krzysztof Byrski

Academic press:

Expert Systems with Applications (year: 2017, volume: 72, pages: 49-66), Publisher: Elsevier

Status:

Published

DOI:

10.1016/j.eswa.2016.12.011 – link to the publication

Weighted Tanimoto Extreme Learning Machine with Case Study in Drug Discovery

Authors:

Wojciech M Czarnecki

Academic press:

IEEE Computational Intelligence Magazine (year: 2015, volume: 10(3), pages: 19-29), Publisher: IEEE

Status:

Published

DOI:

10.1109/MCI.2015.2437312 – link to the publication

ICA based on asymmetry

Authors:

Przemysław Spurek, Jacek Tabor, Przemysław Rola, Michał Ociepka

Academic press:

Pattern Recognition (year: 2017, volume: 67, pages: 230-244), Publisher: Elsevier

Status:

Published

DOI:

10.1016/j.patcog.2017.02.019 – link to the publication

Spherical Wards clustering and generalized Voronoi diagrams

Authors:

Marek Śmieja, Jacek Tabor

Conference:

Proceeding of IEEE International Conference on Data Science and Advanced Analytics (year: 2015, pages: 46032), Publisher: IEEE

Date:

conference 19-21 Oct 2015

Status:

Published

DOI:

link to the publication

Probability Index of Metric Correspondence as a measure of visualization reliability

Authors:

Marek Śmieja, Jacek Tabor, Magda Wiercioch

Conference:

Proceedings of ECML PKDD Workshop on Machine Learning and Life Science (year: 2015, pages: 12), Publisher: Politechnika Wrocławska, Katedra Systemów i Sieci Komputerowych

Date:

conference 11 IX 2015

Status:

Published

DOI:

link to the publication

Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation

Authors:

Wojciech M Czarnecki, Rafał Józefowicz, Jacek Tabor

Conference:

ECML-PKDD 2015 (year: 2015, pages: 52-67), Publisher: Lecture Notes in Computer Science

Date:

conference 11 IX 2015

Status:

Published

DOI:

link to the publication

Fast entropy clustering of sparse high dimensional binary data

Authors:

Marek Śmieja, Szymon Nakoneczny, Jacek Tabor

Conference:

IEEE International Joint Conference on Neural Networks (IJCNN 2016) (year: 2016, pages: 2397 - 2404), Publisher: IEEE

Date:

conference 24-29 lipiec 2016

Status:

Published

Maximum Likelihood Estimation and Optimal Coordinates

Authors:

Przemysław Spurek, Jacek Tabor

Conference:

International Conference on Systems Science (ICSS 2016) (year: 2016, pages: 46094), Publisher: Springer

Date:

conference 7-9 września 2016

Status:

Published

DOI:

link to the publication

Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation

Authors:

Arkadiusz Tomczyk, Przemysław Spurek, Michał Podgórski, Krzysztof Misztal, Jacek Tabor

Conference:

9th International Conference on Computer Recognition Systems CORES (year: 2016, pages: 159-169), Publisher: Springer

Date:

conference 25-27 Maj, 2015

Status:

Published