Keywords: داده های Microarray; Microarray data; SVMRFE; PSOFOA; LSSVM; Disease diagnosis;
مقالات ISI داده های Microarray (ترجمه نشده)
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Keywords: داده های Microarray; Biomarker identification; Tumor subtype; Gene selection; Microarray data; Subtype dependent;
Keywords: داده های Microarray; Microarray data; Feature selection; Cluster analysis; Particle swarm optimization; Statistical test;
Keywords: داده های Microarray; Hub nodes; Microarray data; Lung adenocarcinoma; Neural network; Network analyst; STRING; Walktrap module;
Keywords: داده های Microarray; Gene selection; Microarray data; Symmetric uncertainty; Markov blanket; Wrapper methods;
Keywords: داده های Microarray; Intersection neighborhood rough set; MapReduce; Affinity Propagation; Dynamic ensemble pruning; Microarray data;
Keywords: داده های Microarray; Gene regulatory networks; Inference; Microarray data;
Keywords: داده های Microarray; Osseointegration; Microarray data; Statistical classifiers; Gene ontology; Surface texture;
Keywords: داده های Microarray; Gene selection; Microarray data; Cellular learning automata; Ant colony optimization; K-nearest neighbor; Naïve Bayes;
Keywords: داده های Microarray; Feature selection bias; Convex and piecewise linear classifier; Support vector machine; Gene selection; Microarray data
Keywords: داده های Microarray; Electroencephalogram (EEG); Microarray data; High-order time series; Discriminant analysis; Multi-way arrays; Tucker decomposition; Dimensionality reduction; Seizure prediction;
Keywords: داده های Microarray; 62H15Diagonal Hotelling’s test; High-dimensional data; Microarray data; Null distribution; Optimal variance estimation
Keywords: داده های Microarray; Cadmium; Circadian rhythms; Zebrafish; mRNA level; Microarray data;
Keywords: داده های Microarray; Missing value imputation; Microarray data; Global learning; Local preservation; Regression model;
Keywords: داده های Microarray; Gene selection; Analytic hierarchy process; Classification; Gene expression profiles; Microarray data
Keywords: داده های Microarray; Ensemble learning; Cluster analysis; Bayesian network; Bayesian network fusion; Microarray data
Keywords: داده های Microarray; Feature selection; Distributed learning; Microarray data
Keywords: داده های Microarray; Ensemble learning; Feature selection; Classification; Microarray data
Keywords: داده های Microarray; Partially supervised learning; Transductive learning; Semi-supervised learning; Classification; Microarray data
Keywords: داده های Microarray; Variable selection; Fisher linear discriminant analysis; Modified SBS; Weighted Mahalanobis distance; Microarray data
Keywords: داده های Microarray; breast cancer; microarray data; supervised wavelet; support vector machine
Keywords: داده های Microarray; Emerging patterns; Contrast pattern mining; Associative classifier; Minimal transversals; Hypergraphs; Microarray data
Keywords: داده های Microarray; Disjunctive itemset; Frequent itemset mining; Closed itemset; Rare itemset; Formal concept analysis; Microarray data
Keywords: داده های Microarray; Feature selection; Microarray data; Unbalanced data; Dataset shift;
Keywords: داده های Microarray; Multi-task learning; Classification; Core cancer genes; Gene differential expression; Microarray data;
Keywords: داده های Microarray; Local dimension reduction; Classification; L1-regularized logistic regression; Microarray data; Partial least squares (PLS);
Keywords: داده های Microarray; Microarray data; Feature selection; Feature ranking technique; Classification; Statistical test
Keywords: داده های Microarray; Discriminant neighborhood embedding; Adjacent graph; Gene expression data; Cancer classification; Microarray data
Feature selection model based on clustering and ranking in pipeline for microarray data
Keywords: داده های Microarray; Microarray data; Feature selection; Clustering; Classification; Filter; Wrapper;
A centroid-based gene selection method for microarray data classification
Keywords: داده های Microarray; Class centroid; Microarray data; Classification; L1 regularization; Gene selection;
Protein–protein interaction network analysis and identifying regulation microRNAs in asthmatic children
Keywords: داده های Microarray; Asthmatic epithelium; Microarray data; Differentially expressed genes; Protein–protein interaction network; MicroRNA
Accelerating wrapper-based feature selection with K-nearest-neighbor
Keywords: داده های Microarray; Gene selection; Microarray data; Wrapper; Filter; k-nearest-neighbor
Gene selection from microarray gene expression data for classification of cancer subgroups employing PSO and adaptive K-nearest neighborhood technique
Keywords: داده های Microarray; Microarray data; SRBCT data; ALL_AML data; MLL data; Particle swarm optimization (PSO); Adaptive K-nearest neighborhood (KNN); Support vector machine (SVM)
TriGen: A genetic algorithm to mine triclusters in temporal gene expression data
Keywords: داده های Microarray; Tricluster; Genetic algorithms; Microarray data; Time series
MicroRNA-mRNA interaction network using TSK-type recurrent neural fuzzy network
Keywords: داده های Microarray; CRC; Colorectal Cancer; MiRNA; Micro RNA; miRO; Micro RNA Ontology Database; mRNA; Messenger RNA; QRT-PCR; Quantitative Reverse Transcriptase Polymerase Chain Reaction; TRNFN; Takagi Sugeno Kang-type Recurrent Neural Fuzzy Network; MicroRNA; Microarray da
Exploring correlations in gene expression microarray data for maximum predictive-minimum redundancy biomarker selection and classification
Keywords: داده های Microarray; Microarray data; Gene expression; Biomarker selection; Classification and prediction; Redundancy; Classification and regression tree;
BIOMARKER IDENTIFICATION IN BREAST CANCER: BETA-ADRENERGIC RECEPTOR SIGNALING AND PATHWAYS TO THERAPEUTIC RESPONSE
Keywords: داده های Microarray; Artificial Neural Networks; Microarray Data; Beta-2-Adrenergic Receptor; beta-blockers
Learning the local Bayesian network structure around the ZNF217 oncogene in breast tumours
Keywords: داده های Microarray; Machine learning; Bayesian networks; Feature selection; Microarray data; Breast cancer; Ovarian cancer
An ensemble of SVM classifiers based on gene pairs
Keywords: داده های Microarray; Microarray data; Top scoring pair (TSP); Ensemble learning; Genetic algorithm (GA); Support vector machine (SVM)
PCA consistency for the power spiked model in high-dimensional settings
Keywords: داده های Microarray; primary, 62H25, 34L20; secondary, 62H12Cross-data-matrix methodology; HDLSS; Large pp small nn; Microarray data; Noise-reduction methodology
Sparse regularized discriminant analysis with application to microarrays
Keywords: داده های Microarray; Lasso; Microarray data; PCA; Prediction
Computational intelligence for microarray data and biomedical image analysis for the early diagnosis of breast cancer
Keywords: داده های Microarray; Breast cancer; Microarray data; Image data; Computational intelligence; SMOTE; SMO
An effective double-bounded tree-connected Isomap algorithm for microarray data classification
Keywords: داده های Microarray; Nonlinear dimensionality reduction; Isomap; Microarray data; Support vector machines
The classification of cancer stage microarray data
Keywords: داده های Microarray; Classification; Ordinal response; Cancer stage; Microarray data;
Biomarker detection for the diagnosis of lymph node metastasis from oral squamous cell carcinoma
Keywords: داده های Microarray; Lymph node metastasis; Biomarker; Gene expression; Microarray data; Combined dataset; Array comparative genomic hybridization (aCGH) data; Oral squamous cell carcinoma
Ensemble methods for biclustering tasks
Keywords: داده های Microarray; Co-clustering; Ensemble methods; Microarray data
Permutation test for incomplete paired data with application to cDNA microarray data
Keywords: داده های Microarray; Colorectal cancer; Incomplete paired data; Microarray data; Permutation test
A generalized false discovery rate in microarray studies
Keywords: داده های Microarray; Microarray data; Familywise error rate; kk-FDR; Poisson approximation
A gene selection method for microarray data based on risk genes
Keywords: داده های Microarray; Cancer classification; Clustering analysis; Gene selection; Microarray data; Risk genes
Gene selection and sample classification on microarray data based on adaptive genetic algorithm/k-nearest neighbor method
Keywords: داده های Microarray; Gene selection; Sample classification; Adaptive genetic algorithm; k-Nearest neighbor; Microarray data;