The proceedings contain 160 papers from the 2004 ieee computational systems bioinformatics conference, CSB 2004. The topics discussed include: fractal genomics modeling: a new approach to genomic analysis and biomarke...
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ISBN:
(纸本)0769521940
The proceedings contain 160 papers from the 2004 ieee computational systems bioinformatics conference, CSB 2004. The topics discussed include: fractal genomics modeling: a new approach to genomic analysis and biomarker discovery;from DNA sequence to network behavior: functional properties of genetic regulatory networks;segmental duplications containing tandem repeated genes encoding putative deubiquitinating enzymes;profile-based string kernels for remote homology detection and motif extraction;a mixed factors model for dimension reduction and extraction of a group structure in gene expression data;improved Fourier transform method for unsupervised cell-cycle regulated gene prediction;and biclustering in gene expression data by tendency.
The proceedings contain 42 papers. The topics discussed include: challenges in creating an infrastructure for physics-based simulation of biological structures;ontologies for biologists - a community model for the ann...
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ISBN:
(纸本)0769523447
The proceedings contain 42 papers. The topics discussed include: challenges in creating an infrastructure for physics-based simulation of biological structures;ontologies for biologists - a community model for the annotation of genomic data;the center for computational biology;gene teams with relaxed proximity constraint;accurate prediction of orthologous gene groups in microbes;discriminative discovery of transcription factor binding sites from location data;identification of post-translational modifications via blind search of mass-spectra;peptide charge state determination for low-resolution tandem mass spectra;deformable modeling for improved calculation of molecular velocities from single-particle tracking;tree decomposition based fast search of RNA structures including pseudoknots in genomes;and investigation into biomedical literature classification using support vector machines.
The proceedings contain 127 papers. The topics discussed include: sequential classification for microarray and clinical data;efficient image texture analysis and classification for prostate ultrasound diagnosis;diagno...
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ISBN:
(纸本)0769524427
The proceedings contain 127 papers. The topics discussed include: sequential classification for microarray and clinical data;efficient image texture analysis and classification for prostate ultrasound diagnosis;diagnosis and biomarker identification on SELDI proteomics data by ADTboost;inverse design of large molecules using linear Diophantine equations;reducing gene regulatory networks by decomposition;a diffusion model to estimate the inter-arrival time of charged molecules in stochastic event based modeling of complex biological networks;operon prediction in cyanobacteria using comparative genomics;patterns of gene deletion following genome duplication in yeast;classification methods for HIV-1 medicated neuronal damage;key features of the UCSC genome site;data integration in the Mouse Genome Informatics (MGI) database;HIV structural and biothermodynamics databases: A resource for the pharmaceutical and biotechnology industry;a new clustering strategy with stochastic merging and removing based on kernel functions;head and neck cancer metastasis prediction via artificial neural networks;and problem solving environment approach to integrating diverse biological data sources.
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