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

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

Abstrakt

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.

Język oryginału	angielski
Tytuł publikacji goszczącej	2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009
Strony	57-60
Liczba stron	4
Identyfikatory DOI	https://doi.org/10.1109/ACIIDS.2009.67
Status publikacji	Opublikowano - 2009
Wydarzenie	2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009 - Dong Hoi, Wietnam Czas trwania: 1 kwi 2009 → 3 kwi 2009

Seria publikacji

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

Konferencja

Konferencja	2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009
Kraj/Terytorium	Wietnam
Miejscowość	Dong Hoi
Okres	1/04/09 → 3/04/09

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 3 Dobre zdrowie i dobre samopoczucie

Obszary tematyczne ASJC Scopus

Sztuczna inteligencja
Systemy informacyjne
Oprogramowanie

Uzyskaj dostęp do dokumentu

10.1109/ACIIDS.2009.67

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Swierniak, A., Fujarewicz, K., Simek, K., & Swierniak, M. (2009). Class prediction and pattern discovery in microarray data - Artificial intelligence and algebraic methods. W 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009 (str. 57-60). Artykułu 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 i in. / 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. str. 57-60 (Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009).

@inproceedings{1589f15cd8cd47228bcfe7056c960daf,

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. w 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, str. 57-60, 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009, Dong Hoi, Wietnam, 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 i in.
2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009. 2009. str. 57-60 5175967 (Proceedings - 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

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

AU - Swierniak, Andrzej

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

UR - https://www.scopus.com/pages/publications/70449125691

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. W 2009 1st Asian Conference on Intelligent Information and Database Systems, ACIIDS 2009. 2009. str. 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

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

Uzyskaj dostęp do dokumentu

Inne pliki i linki

Fingerprint

Cytowanie