skip to content
Biodata mining and visualization : novel approaches Preview this item
ClosePreview this item
Checking...

Biodata mining and visualization : novel approaches

Author: Ilkka Havukkala
Publisher: Singapore ; Hackensack, NJ : World Scientific, ©2010.
Series: Science, engineering, and biology informatics, v. 5.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
There is a lack of an exposition on interdisciplinary and innovative methods of data mining and visualization for biodata. This book fills the gap by introducing an interdisciplinary set of the most recent methods and references on novel techniques from artificial intelligence, data mining, engineering, pattern recognition, and ontological data mining fields that are applicable to bioinformatics. The latest novel  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Document Type: Book
All Authors / Contributors: Ilkka Havukkala
ISBN: 9789812790361 9812790365
OCLC Number: 191658539
Description: xv, 307 pages : illustrations ; 24 cm.
Contents: Introduction to modern molecular biology --
Biodata explosion --
Local pattern discovery and comparing genes and proteins --
Global pattern discovery and comparing genomes --
Molecule structure based searching and comparison --
Function annotation and ontology based searching and classification --
New methods for genomics data : SVM and others --
Integration of multimodal data : toward systems biology --
Future challenges.
Series Title: Science, engineering, and biology informatics, v. 5.
Responsibility: Ilkka Havukkala.

Abstract:

Introduces an interdisciplinary set of methods and references on novel techniques from artificial intelligence, data mining, engineering, pattern recognition, and ontological data mining fields that  Read more...

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/191658539> # Biodata mining and visualization : novel approaches
    a schema:CreativeWork, schema:Book ;
   library:oclcnum "191658539" ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/894298897#Place/hackensack_nj> ; # Hackensack, NJ
   library:placeOfPublication <http://id.loc.gov/vocabulary/countries/si> ;
   library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/894298897#Place/singapore> ; # Singapore
   schema:about <http://experiment.worldcat.org/entity/work/data/894298897#Topic/data_mining_methods> ; # Data Mining--methods
   schema:about <http://id.worldcat.org/fast/973185> ; # Information visualization
   schema:about <http://id.worldcat.org/fast/871990> ; # Computational biology
   schema:about <http://experiment.worldcat.org/entity/work/data/894298897#Topic/computational_biology_methods> ; # Computational Biology--methods
   schema:about <http://dewey.info/class/570/> ;
   schema:about <http://id.worldcat.org/fast/832181> ; # Bioinformatics
   schema:about <http://experiment.worldcat.org/entity/work/data/894298897#Topic/data_display> ; # Data Display
   schema:about <http://experiment.worldcat.org/entity/work/data/894298897#Topic/visual_perception> ; # Visual Perception
   schema:bookFormat bgn:PrintBook ;
   schema:copyrightYear "2010" ;
   schema:creator <http://viaf.org/viaf/141147485> ; # Ilkka Havukkala
   schema:datePublished "2010" ;
   schema:description "Introduction to modern molecular biology -- Biodata explosion -- Local pattern discovery and comparing genes and proteins -- Global pattern discovery and comparing genomes -- Molecule structure based searching and comparison -- Function annotation and ontology based searching and classification -- New methods for genomics data : SVM and others -- Integration of multimodal data : toward systems biology -- Future challenges."@en ;
   schema:description "There is a lack of an exposition on interdisciplinary and innovative methods of data mining and visualization for biodata. This book fills the gap by introducing an interdisciplinary set of the most recent methods and references on novel techniques from artificial intelligence, data mining, engineering, pattern recognition, and ontological data mining fields that are applicable to bioinformatics. The latest novel approaches are explained in detail, their advantages and disadvantages are summarized, and pointers to the future development of new applications are given. By widening the pool from which biologists and bioinformaticians can adopt methods for biodata mining and visualization, computational data mining experts in nonbiological fields are also encouraged to utilize their expertise in order to contribute to the progress of computational biology, thus enhancing the collaboration between these two disciplines. --Book Jacket."@en ;
   schema:exampleOfWork <http://worldcat.org/entity/work/id/894298897> ;
   schema:inLanguage "en" ;
   schema:isPartOf <http://experiment.worldcat.org/entity/work/data/894298897#Series/science_engineering_and_biology_informatics> ; # Science, engineering, and biology informatics ;
   schema:name "Biodata mining and visualization : novel approaches"@en ;
   schema:productID "191658539" ;
   schema:publication <http://www.worldcat.org/title/-/oclc/191658539#PublicationEvent/singapore_hackensack_nj_world_scientific_2010> ;
   schema:publisher <http://experiment.worldcat.org/entity/work/data/894298897#Agent/world_scientific> ; # World Scientific
   schema:workExample <http://worldcat.org/isbn/9789812790361> ;
   wdrs:describedby <http://www.worldcat.org/title/-/oclc/191658539> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/894298897#Agent/world_scientific> # World Scientific
    a bgn:Agent ;
   schema:name "World Scientific" ;
    .

<http://experiment.worldcat.org/entity/work/data/894298897#Series/science_engineering_and_biology_informatics> # Science, engineering, and biology informatics ;
    a bgn:PublicationSeries ;
   schema:hasPart <http://www.worldcat.org/oclc/191658539> ; # Biodata mining and visualization : novel approaches
   schema:name "Science, engineering, and biology informatics ;" ;
    .

<http://experiment.worldcat.org/entity/work/data/894298897#Topic/computational_biology_methods> # Computational Biology--methods
    a schema:Intangible ;
   schema:name "Computational Biology--methods"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/894298897#Topic/data_mining_methods> # Data Mining--methods
    a schema:Intangible ;
   schema:name "Data Mining--methods"@en ;
    .

<http://id.worldcat.org/fast/832181> # Bioinformatics
    a schema:Intangible ;
   schema:name "Bioinformatics"@en ;
    .

<http://id.worldcat.org/fast/871990> # Computational biology
    a schema:Intangible ;
   schema:name "Computational biology"@en ;
    .

<http://id.worldcat.org/fast/973185> # Information visualization
    a schema:Intangible ;
   schema:name "Information visualization"@en ;
    .

<http://viaf.org/viaf/141147485> # Ilkka Havukkala
    a schema:Person ;
   schema:familyName "Havukkala" ;
   schema:givenName "Ilkka" ;
   schema:name "Ilkka Havukkala" ;
    .

<http://worldcat.org/isbn/9789812790361>
    a schema:ProductModel ;
   schema:isbn "9812790365" ;
   schema:isbn "9789812790361" ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.