The following topics are dealt with: biology computing; genetics; microorganisms; pattern classification; pattern clustering; phylogeny and evolution; transcriptomes; proteomics; structural bioinformatics; pathways an...
The following topics are dealt with: biology computing; genetics; microorganisms; pattern classification; pattern clustering; phylogeny and evolution; transcriptomes; proteomics; structural bioinformatics; pathways and networks; data mining and ontology.
The following topics are dealt with: genomics; transcriptomes; proteomics; applied bioinformatics; data mining; ontology; comparative genomics; evolution and phylogenetics; functional genomics; high performance comput...
The following topics are dealt with: genomics; transcriptomes; proteomics; applied bioinformatics; data mining; ontology; comparative genomics; evolution and phylogenetics; functional genomics; high performance computing; pathways network systems biology; pattern recognition; promoter analysis; protein structure analysis; and sequence alignment.
Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries may photocopy beyond the limits of US copyright law, for private use of patrons, those articles in this volume that carr...
Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries may photocopy beyond the limits of US copyright law, for private use of patrons, those articles in this volume that carry a code at the bottom of the first page, provided that the per-copy fee indicated in the code is paid through the Copyright Clearance Center. The papers in this book comprise the proceedings of the meeting mentioned on the cover and title page. They reflect the authors' opinions and, in the interests of timely dissemination, are published as presented and without change. Their inclusion in this publication does not necessarily constitute endorsement by the editors or the Institute of Electrical and Electronics Engineers, Inc.
The following topics are dealt with: genomes to life; microarray data analysis; pathways, networks, and systems biology; biomedical research and visualization; data mining; pattern recognition; sequence alignment; dat...
The following topics are dealt with: genomes to life; microarray data analysis; pathways, networks, and systems biology; biomedical research and visualization; data mining; pattern recognition; sequence alignment; data integration; functional genomics; genomic annotation; genotyping and SNPs; molecular simulation; phylogeny and evolution; predictive methods; sequence comparison; strings, graphs, and algorithms; structural biology; text mining and ontologies; and systems biology.
The proceedings contain 40 papers. The topics discussed include: an effective approach to identify gene-gene interactions for complex quantitative traits using generalized fuzzy accuracy;control strategies for intelli...
ISBN:
(纸本)9781467394727
The proceedings contain 40 papers. The topics discussed include: an effective approach to identify gene-gene interactions for complex quantitative traits using generalized fuzzy accuracy;control strategies for intelligent adjustment of pressure in intermittent pneumatic compression systems;protein fold identification using machine learning methods on contact maps;compressed sensing denoising for segmentation of localization microscopy data;computational prediction of bacterial type iv-b effectors using c-terminal signals and machine learning algorithms;a cross-entropy method for change-point detection in four-letter DNA sequences;gene selection using interaction information for microarray-based cancer classification;and computational intelligence for metabolic pathway design: application to the pentose phosphate pathway.
The proceedings contain 38 papers. The topics discussed include: a multiobjective evolutionary algorithm for colon cancer biomarkers identification on gene expression data;machine learning identifies novel microRNA bi...
ISBN:
(纸本)9798350356632
The proceedings contain 38 papers. The topics discussed include: a multiobjective evolutionary algorithm for colon cancer biomarkers identification on gene expression data;machine learning identifies novel microRNA biomarkers predictive for gastric cancer;methods for analyzing swallowing sound in dysphagia care: a telemedicine approach;a fast feature selection for interpretable modeling based on fuzzy inference systems;improving machine learning based sepsis diagnosis using heart rate variability;machine learning and gut microbiome for breast cancer screening;comprehensive modeling and question answering of cancer clinical practice guidelines using LLMs;and predicting metabolic reactions with a molecular transformer for drug design optimization.
The proceedings contain 48 papers. The topics discussed include: leveraging data mining techniques to understand drivers of obesity;applying brain emotional learning based fuzzy inference system for EEG signal classif...
ISBN:
(纸本)9781467389884
The proceedings contain 48 papers. The topics discussed include: leveraging data mining techniques to understand drivers of obesity;applying brain emotional learning based fuzzy inference system for EEG signal classification between schizophrenics and control participant;inference of genetic networks from time-series of gene expression levels using random forests;biclustering of gene expression microarray data using dynamic deme parallelized genetic algorithm(DdPGA);a multivariate feature selection framework for high dimensional biomedical data classification;a novel representation for Boolean networks designed to enhance heritability and scalability;inferring bistable LAC operon Boolean regulatory networks using evolutionary computation;hybridization and ring optimization for larger sets of embeddable biomarkers;modeling protein structural transitions as a multi-objective optimization problem;binning metagenomic reads with probabilistic sequence signatures based on spaced seeds;topological, functional, and structural analyses of protein-protein interaction networks of breast cancer lung and brain metastases;a novel hybrid differential evolution strategy applied to classifier design for mortality prediction in adult critical care admissions;evaluation of support vector machines and random forest classifiers in a real-time fetal monitoring system based on cardiotocography data;and reboot strategies in particle swarm optimization and their impact on parameter estimation of biochemical systems.
The papers in this special section were presented at the ieee BIBM 2014 conference that was held in Belfast, U.K., from November 18–22, 2014. The scientific program highlights five themes to provide breadth, depth, a...
详细信息
The papers in this special section were presented at the ieee BIBM 2014 conference that was held in Belfast, U.K., from November 18–22, 2014. The scientific program highlights five themes to provide breadth, depth, and synergy for research collaboration: 1) genomics and molecular structure, function, and evolution; 2) computationalsystems biology; 3) medical informatics and translational bioinformatics; 4) cross-cutting computational methods and bioinformatics infrastructures; and 5) healthcare informatics.
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