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1

A NOTE ON CLASSIFICATION OF GENE EXPRESSION DATA USING SUPPORT VECTOR MACHINES

FUJAREWICZ, KRZYSZTOF, KIMMEL, MAREK, RZESZOWSKA-WOLNY, JOANNA, SWIERNIAK, ANDRZEJ

Journal:

Journal of Biological System

Year:

2003

Language:

english

File:

PDF, 333 KB

english, 2003

2

Using SVD and SVM methods for selection, classification, clustering and modeling of DNA microarray data

Krzysztof Simek, Krzysztof Fujarewicz, Andrzej Świerniak, Marek Kimmel, Barbara Jarząb, Małgorzata Wiench, Joanna Rzeszowska

Journal:

Engineering Applications of Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 662 KB

english, 2004

3

Adjoint sensitivity analysis for hybrid systems and its application to identification of biological systems

Krzysztof Fujarewicz

Journal:

Procedia - Social and Behavioral Sciences

Year:

2010

Language:

english

File:

PDF, 315 KB

english, 2010

4

Stable feature selection and classification algorithms for multiclass microarray data

Sebastian Student, Krzysztof Fujarewicz

Journal:

Year:

2012

Language:

english

File:

PDF, 888 KB

english, 2012

5

[IEEE 2009 First Asian Conference on Intelligent Information and Database Systems, ACIIDS - Dong hoi, Quang binh, Vietnam (2009.04.1-2009.04.3)] 2009 First Asian Conference on Intelligent Information and Database Systems - Class Prediction and Pattern Discovery in Microarray Data - Artificial Intelligence and Algebraic Methods

Swierniak, Andrzej, Fujarewicz, Krzysztof, Simek, Krzysztof, Swierniak, Michal

Year:

2009

Language:

english

File:

PDF, 76 KB

english, 2009

6

Parameter estimation of systems with delays via structural sensitivity analysis

Łakomiec, Krzysztof, Fujarewicz, Krzysztof

Journal:

Discrete and Continuous Dynamical Systems - Series B

Year:

2014

Language:

english

File:

PDF, 599 KB

english, 2014

7

Meta- and Reanalysis of Gene Expression Profiles of Hot and Cold Thyroid Nodules and Papillary Thyroid Carcinoma for Gene Groups

Eszlinger, Markus, Wiench, Małgorzata, Jarząb, Barbara, Krohn, Knut, Beck, Martin, Läuter, Jürgen, Gubała, Elżbieta, Fujarewicz, Krzysztof, Świerniak, Andrzej, Paschke, Ralf

Journal:

Journal of Clinical Endocrinology & Metabolism

Year:

2006

Language:

english

File:

PDF, 527 KB

english, 2006

8

The different radiation response and radiation-induced bystander effects in colorectal carcinoma cells differing in p53 status

Widel, Maria, Lalik, Anna, Krzywon, Aleksandra, Poleszczuk, Jan, Fujarewicz, Krzysztof, Rzeszowska-Wolny, Joanna

Journal:

Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis

Year:

2015

Language:

english

File:

PDF, 1.49 MB

english, 2015

9

Analysis options for high-throughput sequencing in miRNA expression profiling

Stokowy, Tomasz, Eszlinger, Markus, Świerniak, Michał, Fujarewicz, Krzysztof, Jarząb, Barbara, Paschke, Ralf, Krohn, Knut

Journal:

BMC Research Notes

Year:

2014

Language:

english

File:

PDF, 992 KB

english, 2014

10

Planning identification experiments for cell signaling pathways: An NFκB case study

Fujarewicz, Krzysztof

Journal:

International Journal of Applied Mathematics and Computer Science

Year:

2010

Language:

english

File:

PDF, 398 KB

english, 2010

11

Estimation of Initial Functions for System with Delays Based on Adjoint Sensitivity Analysis

Fujarewicz, Krzysztof

Journal:

Procedia Technology

Year:

2016

Language:

english

File:

PDF, 165 KB

english, 2016

12

Multiclass Classification Problem of Large-Scale Biomedical Meta-Data

Student, Sebastian, Pieter, Justyna, Fujarewicz, Krzysztof

Journal:

Procedia Technology

Year:

2016

File:

PDF, 435 KB

2016

13

Modulation by neighboring cells of the responses and fate of melanoma cells irradiated with UVA

Krzywon, Aleksandra, Widel, Maria, Fujarewicz, Krzysztof, Skonieczna, Magdalena, Rzeszowska-Wolny, Joanna

Journal:

Journal of Photochemistry and Photobiology B: Biology

Year:

2018

Language:

english

File:

PDF, 1.05 MB

english, 2018

14

Repair of DNA Strand Breaks in a Minichromosome In Vivo: Kinetics, Modeling, and Effects of Inhibitors

Kumala, Slawomir, Fujarewicz, Krzysztof, Jayaraju, Dheekollu, Rzeszowska-Wolny, Joanna, Hancock, Ronald, Muzi-Falconi, Marco

Journal:

Year:

2013

Language:

english

File:

PDF, 1.26 MB

english, 2013

15

[IEEE 2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR) - Miedzyzdroje, Poland (2018.8.27-2018.8.30)] 2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR) - Effects of Pharmacokinetics and DNA Repair on the Structure of Optimal Controls in a Simple Model of Radio-Chemotherapy

Bajger, Piotr, Fujarewicz, Krzysztof, Swierniak, Andrzej

Year:

2018

Language:

english

File:

PDF, 297 KB

english, 2018

16

Spatiotemporal sensitivity of systems modeled by cellular automata

Fujarewicz, Krzysztof, Łakomiec, Krzysztof

Journal:

Mathematical Methods in the Applied Sciences

Year:

2018

Language:

english

File:

PDF, 860 KB

english, 2018

17

A mathematical model as a tool to identify microRNAs with highest impact on transcriptome changes

Mura, Marzena, Jaksik, Roman, Lalik, Anna, Biernacki, Krzysztof, Kimmel, Marek, Rzeszowska-Wolny, Joanna, Fujarewicz, Krzysztof

Journal:

Year:

2019

Language:

english

File:

PDF, 2.18 MB

english, 2019

18

Classification of Thyroid Tumors Based on Mass Spectrometry Imaging of Tissue Microarrays; a Single-Pixel Approach

Kurczyk, Agata, Gawin, Marta, Chekan, Mykola, Wilk, Agata, Åakomiec, Krzysztof, Mrukwa, Grzegorz, FrÄtczak, Katarzyna, Polanska, Joanna, Fujarewicz, Krzysztof, Pietrowska, Monika, Widlak, Piotr

Journal:

International Journal of Molecular Sciences

Year:

2020

File:

PDF, 4.01 MB

2020

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