Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods

Andrzej Swierniak; Krzysztof Fujarewicz; Krzysztof Simek; Michal Swierniak

doi:10.1109/ACIIDS.2009.67

Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods

Maria Sklodowska-Curie Institute of Oncology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In the paper we present a brief survey of our results in processing of data from DNA microarray experiments obtained in our collaborative research with M.C. Sklodowska Centre of Oncology. Our experience therefore is strictly connected with problems resulting from cancer diagnosis and therapy but many results have more general issue. We focus our attention on three important stages of microarray data processing e.g. class prediction, gene selection and pattern discovery.

Original language	English
Title of host publication	2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009
Pages	57-60
Number of pages	4
DOIs	https://doi.org/10.1109/ACIIDS.2009.67
Publication status	Published - 2009
Event	2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009 - Dong Hoi, Viet Nam Duration: 1 Apr 2009 → 3 Apr 2009

Publication series

Name	Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009

Conference

Conference	2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009
Country/Territory	Viet Nam
City	Dong Hoi
Period	1/04/09 → 3/04/09

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Classification
DNA microarrays
Data mining
Intelligent techniques in bioinformatics

ASJC Scopus subject areas

Artificial Intelligence
Information Systems
Software

Access to Document

10.1109/ACIIDS.2009.67

Cite this

Swierniak, A., Fujarewicz, K., Simek, K., & Swierniak, M. (2009). Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods. In 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009 (pp. 57-60). Article 5175967 (Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009). https://doi.org/10.1109/ACIIDS.2009.67

Swierniak, Andrzej ; Fujarewicz, Krzysztof ; Simek, Krzysztof et al. / Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods. 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009. 2009. pp. 57-60 (Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009).

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title = "Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods",

abstract = "In the paper we present a brief survey of our results in processing of data from DNA microarray experiments obtained in our collaborative research with M.C. Sklodowska Centre of Oncology. Our experience therefore is strictly connected with problems resulting from cancer diagnosis and therapy but many results have more general issue. We focus our attention on three important stages of microarray data processing e.g. class prediction, gene selection and pattern discovery.",

keywords = "Classification, DNA microarrays, Data mining, Intelligent techniques in bioinformatics",

author = "Andrzej Swierniak and Krzysztof Fujarewicz and Krzysztof Simek and Michal Swierniak",

year = "2009",

doi = "10.1109/ACIIDS.2009.67",

language = "English",

isbn = "9780769535807",

series = "Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009",

pages = "57--60",

booktitle = "2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009",

note = "2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009 ; Conference date: 01-04-2009 Through 03-04-2009",

}

Swierniak, A , Fujarewicz, K , Simek, K & Swierniak, M 2009, Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods. in 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009., 5175967, Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009, pp. 57-60, 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009, Dong Hoi, Viet Nam, 1/04/09. https://doi.org/10.1109/ACIIDS.2009.67

Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods. / Swierniak, Andrzej ; Fujarewicz, Krzysztof ; Simek, Krzysztof et al.
2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009. 2009. p. 57-60 5175967 (Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods

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AU - Fujarewicz, Krzysztof

AU - Simek, Krzysztof

AU - Swierniak, Michal

PY - 2009

Y1 - 2009

N2 - In the paper we present a brief survey of our results in processing of data from DNA microarray experiments obtained in our collaborative research with M.C. Sklodowska Centre of Oncology. Our experience therefore is strictly connected with problems resulting from cancer diagnosis and therapy but many results have more general issue. We focus our attention on three important stages of microarray data processing e.g. class prediction, gene selection and pattern discovery.

AB - In the paper we present a brief survey of our results in processing of data from DNA microarray experiments obtained in our collaborative research with M.C. Sklodowska Centre of Oncology. Our experience therefore is strictly connected with problems resulting from cancer diagnosis and therapy but many results have more general issue. We focus our attention on three important stages of microarray data processing e.g. class prediction, gene selection and pattern discovery.

KW - Classification

KW - DNA microarrays

KW - Data mining

KW - Intelligent techniques in bioinformatics

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U2 - 10.1109/ACIIDS.2009.67

DO - 10.1109/ACIIDS.2009.67

M3 - Conference contribution

AN - SCOPUS:70449125691

SN - 9780769535807

T3 - Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009

SP - 57

EP - 60

BT - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009

T2 - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009

Y2 - 1 April 2009 through 3 April 2009

ER -

Swierniak A , Fujarewicz K , Simek K, Swierniak M. Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods. In 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009. 2009. p. 57-60. 5175967. (Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009). doi: 10.1109/ACIIDS.2009.67

Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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