The Resource Data Mining for Biomedical Applications : PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings, edited by Jinyan Li, Qiang Yang, Ah-Hwee Tan, (electronic resource)

Data Mining for Biomedical Applications : PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings, edited by Jinyan Li, Qiang Yang, Ah-Hwee Tan, (electronic resource)

Label
Data Mining for Biomedical Applications : PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings
Title
Data Mining for Biomedical Applications
Title remainder
PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings
Statement of responsibility
edited by Jinyan Li, Qiang Yang, Ah-Hwee Tan
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book constitutes the refereed proceedings of the International Workshop on Data Mining for Biomedical Applications, BioDM 2006, held in Singapore in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006). The 14 revised full papers presented together with 1 keynote talks were carefully reviewed and selected from 35 submissions. The papers are organized in topical sections on protein-protein interactions, database and search, bio data clustering, and in-silico diagnosis
Member of
http://library.link/vocab/creatorName
Li, Jinyan
Image bit depth
0
LC call number
QA76.9.D3
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Yang, Qiang
  • Tan, Ah-Hwee.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
3916
http://library.link/vocab/subjectName
  • Computer science
  • Medical records
  • Database management
  • Information storage and retrieval systems
  • Artificial intelligence
  • Bioinformatics
  • Computer Science
  • Database Management
  • Artificial Intelligence (incl. Robotics)
  • Information Storage and Retrieval
  • Bioinformatics
  • Probability and Statistics in Computer Science
  • Health Informatics
Label
Data Mining for Biomedical Applications : PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings, edited by Jinyan Li, Qiang Yang, Ah-Hwee Tan, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Keynote Talk -- Exploiting Indirect Neighbours and Topological Weight to Predict Protein Function from Protein-Protein Interactions -- Database and Search -- A Database Search Algorithm for Identification of Peptides with Multiple Charges Using Tandem Mass Spectrometry -- Filtering Bio-sequence Based on Sequence Descriptor -- Automatic Extraction of Genomic Glossary Triggered by Query -- Frequent Subsequence-Based Protein Localization -- Bio Data Clustering -- gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data -- Automatic Orthologous-Protein-Clustering from Multiple Complete-Genomes by the Best Reciprocal BLAST Hits -- A Novel Clustering Method for Analysis of Gene Microarray Expression Data -- Heterogeneous Clustering Ensemble Method for Combining Different Cluster Results -- In-silico Diagnosis -- Rule Learning for Disease-Specific Biomarker Discovery from Clinical Proteomic Mass Spectra -- Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles -- Generation of Comprehensible Hypotheses from Gene Expression Data -- Classification of Brain Glioma by Using SVMs Bagging with Feature Selection -- Missing Value Imputation Framework for Microarray Significant Gene Selection and Class Prediction -- Informative MicroRNA Expression Patterns for Cancer Classification
Dimensions
unknown
Extent
VIII, 155 p. Also available online.
File format
multiple file formats
Form of item
electronic
Isbn
9783540331056
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/11691730
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-33105-6
Label
Data Mining for Biomedical Applications : PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006. Proceedings, edited by Jinyan Li, Qiang Yang, Ah-Hwee Tan, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Keynote Talk -- Exploiting Indirect Neighbours and Topological Weight to Predict Protein Function from Protein-Protein Interactions -- Database and Search -- A Database Search Algorithm for Identification of Peptides with Multiple Charges Using Tandem Mass Spectrometry -- Filtering Bio-sequence Based on Sequence Descriptor -- Automatic Extraction of Genomic Glossary Triggered by Query -- Frequent Subsequence-Based Protein Localization -- Bio Data Clustering -- gTRICLUSTER: A More General and Effective 3D Clustering Algorithm for Gene-Sample-Time Microarray Data -- Automatic Orthologous-Protein-Clustering from Multiple Complete-Genomes by the Best Reciprocal BLAST Hits -- A Novel Clustering Method for Analysis of Gene Microarray Expression Data -- Heterogeneous Clustering Ensemble Method for Combining Different Cluster Results -- In-silico Diagnosis -- Rule Learning for Disease-Specific Biomarker Discovery from Clinical Proteomic Mass Spectra -- Machine Learning Techniques and Chi-Square Feature Selection for Cancer Classification Using SAGE Gene Expression Profiles -- Generation of Comprehensible Hypotheses from Gene Expression Data -- Classification of Brain Glioma by Using SVMs Bagging with Feature Selection -- Missing Value Imputation Framework for Microarray Significant Gene Selection and Class Prediction -- Informative MicroRNA Expression Patterns for Cancer Classification
Dimensions
unknown
Extent
VIII, 155 p. Also available online.
File format
multiple file formats
Form of item
electronic
Isbn
9783540331056
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/11691730
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-33105-6

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