標題: Titlebook: Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics; 11th European Confer Leonardo Vanneschi,William S. Bush,Mario [打印本頁] 作者: 小客車 時間: 2025-3-21 17:40
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics影響因子(影響力)
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics影響因子(影響力)學(xué)科排名
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics網(wǎng)絡(luò)公開度
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics被引頻次
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics被引頻次學(xué)科排名
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics年度引用
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics年度引用學(xué)科排名
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics讀者反饋
書目名稱Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics讀者反饋學(xué)科排名
作者: narcotic 時間: 2025-3-21 23:40 作者: 颶風(fēng) 時間: 2025-3-22 02:43 作者: 油氈 時間: 2025-3-22 08:03 作者: colostrum 時間: 2025-3-22 12:02 作者: 死貓他燒焦 時間: 2025-3-22 14:01
Dominique Andolfatto,Dominique Labbéof two time series gene expression data sets showed the usefulness of dbt-Isomap for dimensionality reduction. Moreover, they highlighted the effectiveness of .-norm which appeared as the best alternative to the Euclidean metric for time series gene expression embedding.作者: 死貓他燒焦 時間: 2025-3-22 17:54 作者: 背景 時間: 2025-3-22 21:37
Vasileios Vlachos,Aristidis Bitzenisss features, select a type of classifier and optimize the classifier’s parameters for stress recognition. The classification models used were artificial neural networks (ANNs) and support vector machines (SVMs). Stress recognition rates obtained from an ANN and a SVM without a GA were 68% and 67% re作者: 不規(guī)則 時間: 2025-3-23 04:45
https://doi.org/10.1057/9781137004987ractions produced by a literature mining platform, Pathway Studio. We show that the linear distribution function of expert knowledge is the most appropriate to weigh our scores when expert knowledge from literature mining is used. We find that ACO parameters significantly affect the power of the met作者: 嚴厲譴責(zé) 時間: 2025-3-23 06:36 作者: Obverse 時間: 2025-3-23 11:31 作者: 嘴唇可修剪 時間: 2025-3-23 15:43 作者: 闖入 時間: 2025-3-23 20:08
Inferring Human Phenotype Networks from Genome-Wide Genetic Associationsease classes. However, we are able to classify phenotypes according to shared biology, and not arbitrary disease classes. We present a collection of documented clinical connections supported by the network. Furthermore, we highlight phenotypes modules and links that may underlie yet undiscovered gen作者: thyroid-hormone 時間: 2025-3-23 23:44 作者: corpus-callosum 時間: 2025-3-24 02:36 作者: MAL 時間: 2025-3-24 08:07 作者: 敲竹杠 時間: 2025-3-24 11:12 作者: creatine-kinase 時間: 2025-3-24 14:54
Supervising Random Forest Using Attribute Interaction Networks that of RF and observed that the variables identified by the two methods overlap with differences. To integrate advantages of MIN into RF, we proposed a hybrid algorithm, MIN-guided RF (MINGRF), which overlays the neighborhood structure of MIN onto the growth of trees. After comparing MINGRF to the作者: 美學(xué) 時間: 2025-3-24 21:51
Hybrid Genetic Algorithms for Stress Recognition in Readingss features, select a type of classifier and optimize the classifier’s parameters for stress recognition. The classification models used were artificial neural networks (ANNs) and support vector machines (SVMs). Stress recognition rates obtained from an ANN and a SVM without a GA were 68% and 67% re作者: Facilities 時間: 2025-3-25 01:56
Optimal Use of Biological Expert Knowledge from Literature Mining in Ant Colony Optimization for Anaractions produced by a literature mining platform, Pathway Studio. We show that the linear distribution function of expert knowledge is the most appropriate to weigh our scores when expert knowledge from literature mining is used. We find that ACO parameters significantly affect the power of the met作者: PRE 時間: 2025-3-25 04:51
Mining for Variability in the Coagulation Pathway: A Systems Biology Approachent scenarios, we perform them using High Performance Computing. We analyze different settings for model representing the cases of “healthy” and different “unhealthy” subjects, comparing and testing their variability in order to gain valuable biological insights.作者: PANIC 時間: 2025-3-25 08:12
Leonardo Vanneschi,William S. Bush,Mario GiacobiniState-of-the-art research.Fast-track conference proceedings.Unique visibility作者: Daily-Value 時間: 2025-3-25 13:24 作者: CUR 時間: 2025-3-25 18:23
Solidarity in the European Union,hese interactions with high accuracy and in time linear in the number of genes. Our algorithm is an improvement over the SURF* algorithm, which detects genetic signals by comparing individuals close to, and far from, one another and noticing whether differences correlate with different disease statu作者: 百科全書 時間: 2025-3-25 21:24
Belgium: Struggling with Solidarityeffectively identify and summarize gene-gene relationships within individual experiments. For gene-expression datasets, the Pearson correlation is often applied to build coexpression networks because it is both easily interpretable and quick to calculate. Here we develop and evaluate weighted Pearso作者: Campaign 時間: 2025-3-26 01:19
‘Centre’ and ‘Periphery’ in Europer 600 physical attributes, diseases, and behavioral traits; based on more than 6,000 genetic variants (SNPs) from Genome-Wide Association Studies data. Using phenotype-to-SNP associations, and HapMap project data, we link traits based on the common patterns of human genetic variations, expanding pre作者: Infraction 時間: 2025-3-26 06:44
Automotive Industry & Manufacturing,nging due to a lack of statistical power in most feasibly sized datasets. Several statistical tests have been developed to either collapse multiple rare variants from a genomic region into a single variable (presence/absence) or to tally the number of rare alleles within a region, relating the burde作者: In-Situ 時間: 2025-3-26 10:46 作者: 抗生素 時間: 2025-3-26 12:54
Kim Toft Hansen,Steven Peacock,Sue Turnbull reproduction. Many explanations have been proposed to explain the benefits of sex, including the role of recombination in maintaining diversity and the elimination of detrimental mutations, the advantage of sex in rapidly changing environments, and the role of spatial structure, finite population s作者: 說不出 時間: 2025-3-26 16:56
Frédéric Durand,Antoine Decovillelving optimization problems. One important optimization problem in Bioinformatics is the Motif Discovery Problem (MDP), applied to the specific task of discovering DNA patterns (motifs) with biological significance, such as DNA-protein binding sites, replication origins or transcriptional DNA sequen作者: Halfhearted 時間: 2025-3-26 23:55 作者: averse 時間: 2025-3-27 03:14
Dominique Andolfatto,Dominique Labbéds low-dimensional data projections by preserving global geometrical properties, which are expressed in terms of the Euclidean distances among points. In this paper we investigate the use of a recent variant of Isomap, called double-bounded tree-connected Isomap (dbt-Isomap), for dimensionality redu作者: 商品 時間: 2025-3-27 06:45
https://doi.org/10.1007/978-94-017-9312-4s. However, only few of the loci found are associated with a moderate or large increase in disease risk and therefore using GWAS findings to study the underlying biological mechanisms remains a challenge. One possible cause for the “missing heritability” is the gene-gene interactions or epistasis. S作者: Ligament 時間: 2025-3-27 10:49 作者: 光滑 時間: 2025-3-27 14:58
https://doi.org/10.1057/9781137004987arise in bioinformatics: the identification of combinations of interacting DNA sequence variations predictive of common disease [1]. The Multifactor Dimensionality Reduction (MDR) method is capable of analysing such interactions but an exhaustive MDR search would require exponential time. Thus, we u作者: Ccu106 時間: 2025-3-27 18:06
Establishing the Conceptual Framework,ic inference represents one of the key research topics in this area. Throughout the years, controversy among biologists has arisen when dealing with this well-known problem, as different optimality criteria can give as a result discordant genealogical relationships. Current research efforts aim to a作者: Palpate 時間: 2025-3-28 00:48
https://doi.org/10.1057/9780230390133e most complex biochemical networks. This pathway has been widely analyzed in literature mostly with ordinary differential equations, outlining the general behaviour but without pointing out the intrinsic variability of the system. The SPN formalism can introduce uncertainty to capture this variabil作者: 欲望小妹 時間: 2025-3-28 05:31 作者: 發(fā)酵 時間: 2025-3-28 07:55 作者: 儀式 時間: 2025-3-28 13:42
European Union Development Policyd difficult in general for several well-known reasons. Multi-objective evolutionary algorithms (MOEAs) introduce adequate in silico methods for finding optimal peptides sequences which optimize several molecular properties. A mutation-specific fast non-dominated sorting GA (termed MSNSGA-II) was esp作者: Incorporate 時間: 2025-3-28 17:11
Palgrave Studies in European Union Politicsgnificant main effects. MDR produces a reduced-dimensionality representation of a dataset which classifies multi-locus genotypes into either high- or low-risk groups. The weighted fraction of cases and controls correctly labelled by this classification, the balanced accuracy, is typically used as a 作者: LIMN 時間: 2025-3-28 19:52
Pauline Pirlot,Tom Delreux,Christine Farcyertain subgraphs of interactions or motifs appear at anomalously high frequencies. We investigate here whether the overrepresentation of these motifs can be explained by the functional capabilities of these networks. Given a framework for describing regulatory interactions and dynamics, we consider 作者: Phenothiazines 時間: 2025-3-29 01:55 作者: 松軟無力 時間: 2025-3-29 04:12 作者: 恫嚇 時間: 2025-3-29 08:27 作者: 草本植物 時間: 2025-3-29 12:55
Multiple Threshold Spatially Uniform ReliefF for the Genetic Analysis of Complex Human Diseaseshese interactions with high accuracy and in time linear in the number of genes. Our algorithm is an improvement over the SURF* algorithm, which detects genetic signals by comparing individuals close to, and far from, one another and noticing whether differences correlate with different disease statu作者: Infraction 時間: 2025-3-29 18:58
Time-Point Specific Weighting Improves Coexpression Networks from Time-Course Experimentseffectively identify and summarize gene-gene relationships within individual experiments. For gene-expression datasets, the Pearson correlation is often applied to build coexpression networks because it is both easily interpretable and quick to calculate. Here we develop and evaluate weighted Pearso作者: ERUPT 時間: 2025-3-29 21:23
Inferring Human Phenotype Networks from Genome-Wide Genetic Associationsr 600 physical attributes, diseases, and behavioral traits; based on more than 6,000 genetic variants (SNPs) from Genome-Wide Association Studies data. Using phenotype-to-SNP associations, and HapMap project data, we link traits based on the common patterns of human genetic variations, expanding pre作者: dry-eye 時間: 2025-3-30 00:02
Knowledge-Constrained K-Medoids Clustering of Regulatory Rare Alleles for Burden Testsnging due to a lack of statistical power in most feasibly sized datasets. Several statistical tests have been developed to either collapse multiple rare variants from a genomic region into a single variable (presence/absence) or to tally the number of rare alleles within a region, relating the burde作者: ABHOR 時間: 2025-3-30 06:14 作者: 前面 時間: 2025-3-30 11:18
Structured Populations and the Maintenance of Sex reproduction. Many explanations have been proposed to explain the benefits of sex, including the role of recombination in maintaining diversity and the elimination of detrimental mutations, the advantage of sex in rapidly changing environments, and the role of spatial structure, finite population s作者: 突變 時間: 2025-3-30 13:33 作者: 通情達理 時間: 2025-3-30 18:47
ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins a classification problem makes it challenging, since the classes (functions) to be predicted are hierarchically related, and a protein can have more than one function. One approach is to produce a set of local classifiers; each is responsible for discriminating between a subset of the classes in a 作者: 使隔離 時間: 2025-3-30 22:42 作者: Petechiae 時間: 2025-3-31 00:53 作者: 拖網(wǎng) 時間: 2025-3-31 05:15 作者: sundowning 時間: 2025-3-31 11:42 作者: 使堅硬 時間: 2025-3-31 14:51
A Multiobjective Proposal Based on the Firefly Algorithm for Inferring Phylogeniesic inference represents one of the key research topics in this area. Throughout the years, controversy among biologists has arisen when dealing with this well-known problem, as different optimality criteria can give as a result discordant genealogical relationships. Current research efforts aim to a作者: 表主動 時間: 2025-3-31 18:58 作者: exclusice 時間: 2025-3-31 21:52 作者: MOAT 時間: 2025-4-1 03:29 作者: MILL 時間: 2025-4-1 08:33 作者: Meager 時間: 2025-4-1 10:13
