دانلود مقالات ISI درباره Rf, Random Forest + ترجمه فارسی

درباره توسعه ابزارهای تشخیص به کمک کامپیوتر احتقان ملتحمه: تاثیر انتخاب ویژگی و عدم تعادل کلاس در درجه بندی اتوماتیک

On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings

Keywords: ROI, region of interest; CFS, correlation based feature selection; MLP, multi-layer perceptron; RBFN, radial basis function network; RF, random forest; MSE, mean square error; ANNs, artificial neural networksImage processing; Multi-layer perceptron; Radia

دانلود رایگان متن کامل مقاله ISI 13 صفحه سال انتشار : 2016 سفارش ترجمه

iSuc-PseOpt: Identifying lysine succinylation sites in proteins by incorporating sequence-coupling effects into pseudo components and optimizing imbalanced training dataset

Keywords: Lysine succinylation; Sequence-coupling model; PseAAC; Optimize training dataset; Target cross-validationPTM, posttranslational modification; PseAAC, pseudo amino acid composition; SVM, support vector machine; KNN, K-nearest neighbors; RF, random forest;

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2016 سفارش ترجمه

Identification of species based on DNA barcode using k-mer feature vector and Random forest classifier

Keywords: NJ, Neighbor Joining; NN, Nearest Neighbor; BLAST, Basic Local Alignment Search Tool; PAR, Parsimony; RF, Random Forest; SVM, Support Vector Machine; CBOL, Consortium for the Barcode Of Life; COI, Cytochrome c Oxidase I; ITS, Internally Transcribed Spacer

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2016 سفارش ترجمه

Do Non-Clinical Factors Improve Prediction of Readmission Risk? : Results From the Tele-HF Study

Keywords: heart failure; prognosis; readmissionBUN, blood urea nitrogen; IW, importance weight; KCCQ, Kansas City Cardiomyopathy Questionnaire; RSF, random survival forest; RF, random forest

دانلود رایگان متن کامل مقاله ISI 9 صفحه سال انتشار : 2016 سفارش ترجمه

Comparisons of isomiR patterns and classification performance using the rank-based MANOVA and 10-fold cross-validation

Keywords: NGS, next generation sequencing; TCGA, The Cancer Genome Atlas; BRCA, breast invasive carcinoma; DE, differentially expressed; MANOVA, multivariate analysis of variance; kNN, k-nearest neighbors; RF, Random Forest; FDR, false discovery rate; Q–Q, Quantile

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2015 سفارش ترجمه

Synthesized use of VisNIR DRS and PXRF for soil characterization: Total carbon and total nitrogen

Keywords: PSR, Penalized spline regression; PXRF, Portable x-ray fluorescence spectrometry; RPD, Residual prediction deviation; RF, Random forest; TN, Total nitrogen; TC, Total carbon; VisNIR DRS, Visible near-infrared diffuse reflectance spectroscopyProximal sensi

دانلود رایگان متن کامل مقاله ISI 11 صفحه سال انتشار : 2015 سفارش ترجمه

Using random forest to classify T-cell epitopes based on amino acid properties and molecular features

Keywords: RF, random forest; MHC, major histocompatibility complex; TCRs, T cell receptorsAmino acid properties; Chemical molecular features; Random forest (RF); T-cell epitopes

دانلود رایگان متن کامل مقاله ISI 6 صفحه سال انتشار : 2013 سفارش ترجمه

Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients

Keywords: CV, cardiovascular; CKD, chronic kidney disease; ESRD, end stage renal disease; HD, hemodialysis; CRF, chronic renal failure; RF, random forest; RRT, renal replacement therapy; TW, time window; CVE, cardiovascular event; PTH, parathyroid hormone; OOB, out

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2013 سفارش ترجمه

Discrimination between malignant and benign ovarian tumors by plasma metabolomic profiling using ultra performance liquid chromatography/mass spectrometry

Keywords: EOC, epithelial ovarian cancer; BOT, benign ovarian tumors; CA125, cancer antigen 125; UPLC-QTOF/MS, ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry; RF, random forest; PLS-DA, partial least squares discriminant analysi

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2012 سفارش ترجمه

Comparison of pathways associated with hepatitis B- and C-infected hepatocellular carcinoma using pathway-based class discrimination method

Keywords: HCC, Hepatocellular carcinoma; HBV, Hepatitis B virus; HCV, Hepatitis C virus; PAM, Prediction Analysis of Microarrays; RF, Random forest; SVM, Support vector machine; LDA, Linear discriminant analysis; KNN, k-nearest neighbor classifier; GSA, Gene set an

دانلود رایگان متن کامل مقاله ISI 8 صفحه سال انتشار : 2012 سفارش ترجمه

Analysis of physico-chemical properties of substrates of ABC and MFS multidrug transporters of pathogenic Candida albicans

Keywords: Candida albicans; ABC transporter; Descriptors; Substrate; MFS transporterABC, ATP-binding cassette; MFS, Major Facilitator Super family; TMD, transmembrane domains; NBD, nucleotide binding domains; RF, Random Forest; OOB, Out of Bag; MDE, Molecular dista

دانلود رایگان متن کامل مقاله ISI 14 صفحه سال انتشار : 2010 سفارش ترجمه