Biological and Medical Data Analysis: 7th International by Peter T. Hraber, Bette T. Korber, Steven Wolinsky, Henry A.

By Peter T. Hraber, Bette T. Korber, Steven Wolinsky, Henry A. Erlich (auth.), Nicos Maglaveras, Ioanna Chouvarda, Vassilis Koutkias, Rüdiger Brause (eds.)

This booklet constitutes the refereed lawsuits of the seventh foreign Symposium on organic and clinical facts research, ISBMDA 2006, held in Thessaloniki, Greece, in December 2006.

The 28 revised complete papers and sixteen revised poster papers awarded have been conscientiously reviewed and chosen from ninety one submissions. The papers are prepared in topical sections on sensible genomics, series and constitution research, biomedical versions, databases and grids, semantics and knowledge modeling, biomedical sign processing - time sequence research, biomedical picture research and visualization strategies, biomedical information research and interpretation, in addition to determination aid platforms and diagnostic tools.

Show description

Read or Download Biological and Medical Data Analysis: 7th International Symposium, ISBMDA 2006, Thessaloniki, Greece, December 7-8, 2006. Proceedings PDF

Similar international conferences and symposiums books

Field Programmable Logic and Applications: 9th International Workshop, FPL’99, Glasgow, UK, August 30 - September 1, 1999. Proceedings

This publication comprises the papers offered on the ninth foreign Workshop on box ProgrammableLogic and purposes (FPL’99), hosted by way of the college of Strathclyde in Glasgow, Scotland, August 30 – September 1, 1999. FPL’99 is the 9th within the sequence of annual FPL workshops. The FPL’99 programme committee has been lucky to have acquired a great number of top of the range papers addressing a variety of subject matters.

Logic Programming and Nonmonotonic Reasoning: 7th International Conference, LPNMR 2004 Fort Lauderdale, FL, USA, January 6-8, 2004 Proceedings

This e-book constitutes the refereed court cases of the seventh foreign convention on common sense Programming and Nonmonotonic Reasoning, LPNMR 2004, held in citadel Lauderdale, Florida, united states in January 2004. The 24 revised complete papers offered including eight procedure descriptions have been rigorously reviewed and chosen for presentation.

Extra info for Biological and Medical Data Analysis: 7th International Symposium, ISBMDA 2006, Thessaloniki, Greece, December 7-8, 2006. Proceedings

Example text

Table 3. A comparison of the microarray and proteomics datasets Data set Cluster results# Microarray 1 2 3 4 5 Total Data set Cluster results# Proteomics 1 2 3 4 5 Total Diversity-based Clustering Ensemble Actual classification Least Moderate Worst Representative value (L) (M) (W) 2 3 0 L 5 3 3 L/W 6 1 6 W 4 3 2 L 2 1 3 M 44 patients 44 patients Diversity-based Clustering Ensemble Actual classification Least Moderate Worst Representative value (L) (M) (W) 1 1 0 L/M 2 1 3 W 5 2 5 W 6 5 4 L 5 2 2 L 44 patients 44 patients Table 4.

Bioinformatics,16(9):767775, 2000. [6] D. W. Elrod and K. C. Chou. A study on the correlation of G-protein-coupled receptor types with amino acid composition. , 15, 713715, 2002. [7] B. Qian, O. S. Soyer and R. R. Neubig. Depicting a protein’s two faces: GPCR classification by phylogenetic tree-based HMM. 554, 95, 2003. [8] R. Karchin, K. Karplus, and D. Haussler. Classifying G-protein coupled receptors with support vector machines. Bioinformatics, 18(1):147159, 2002. [9] T. Jaakkola,M. Diekhans, and D.

Generating high-quality clustering results is difficult, because of the inherent noise that exists in the experimental data and the different characteristics that exist among different clustering algorithms [4][5][7][8][12]. One of the major dilemmas associated with clustering ensembles is how to combine different clustering results [3]. Previous reports describing other methods have referred to the importance of ensemble algorithms, but the methods used fixed the cluster number from the clustering algorithms and ended up with the same number of clustering results [13].

Download PDF sample

Rated 4.28 of 5 – based on 40 votes

Related posts