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合計出現文献数: 22
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略語 : RT
展開形 : regression tree
No. 発表年 題目 共起略語
2022 Application of Artificial Intelligence Methods for Predicting the Compressive Strength of Self-Compacting Concrete with Class F Fly Ash. ANNs, GPR, MAE, RTs, SCC, SVR
2021 Comparison of regression tree-based methods in genomic selection. BT, RF
2021 Machine Learning Prediction of the Exfoliation Energies of Two-Dimension Materials via Data-Driven Approach. ET, ML, MLR, SVM
2021 Machine-learning algorithms for forecast-informed reservoir operation (FIRO) to reduce flood damages. ANN, FIRO, GP, ML, SVM
2021 Predicting methane solubility in water and seawater by machine learning algorithms: Application to methane transport modeling. BO, BRT, GPR, GS, LS-SVM, ML, MSE, RS
2020 Forecasting PM2.5-induced lung cancer mortality and morbidity at county level in China using satellite-derived PM2.5 data from 1998 to 2016: a modeling study. CFM, MT, PLSR, RR
2020 Use of random forest methodology to link aroma profiles to volatile compounds: Application to enzymatic hydrolysis of Atlantic salmon (Salmo salar) by-products combined with Maillard reactions. GC-MS, HS-SPME, RF
2019 Crop Yield Prediction Using Deep Neural Networks. DNN, RMSE, SNN
2019 D-GPM: A Deep Learning Method for Gene Promoter Methylation Inference. D-GPM, LR, MAE, PCC, SVM
10  2019 Regression analysis for detecting epileptic seizure with different feature extracting strategies. BRT, EEG, GPR, MAE, MSE, RMSE, RS, SVM, SVR
11  2019 The use of classification and regression algorithms using the random forests method with presence-only data to model species' distribution. CT, RF, SDM
12  2018 Identification of factors affecting rice yield gap in southwest China: An experimental study. ---
13  2017 Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients. ANN, BART, BRT, LAR, MARS, MLR, RFR, SVR, TSD
14  2017 Comparison of models for predicting the changes in phytoplankton community composition in the receiving water system of an inter-basin water transfer project. ANN, RF, SNWTP, SVM
15  2017 Performance of machine learning methods in diagnosing Parkinson's disease based on dysphonia measures. k-NN, LDA, NB, PD, RBFNN, SVM
16  2016 Investigation of gene expressions in differentiated cell derived bone marrow stem cells during bone morphogenetic protein-4 treatments with Fourier transform infrared spectroscopy. BA, BMSCs, GRNN, PGCs
17  2015 Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database. ANN, BART, BRT, LAR, MAE, MARS, MLR, RFR, SVR
18  2015 Impact of being overweight on factor VIII dosing in children with haemophilia A. BMI, BW, FVIII, HA, PK
19  2014 A regression tree for identifying combinations of fall risk factors associated to recurrent falling: a cross-sectional elderly population-based study. FOF
20  2011 A robust boosting regression tree with applications in quantitative structure-activity relationship studies of organic compounds. BRT, QSAR, RBRT
21  2009 Comparison of three statistical methods for analysis of fall predictors in people with dementia: negative binomial regression (NBR), regression tree (RT), and partial least squares regression (PLSR). NBR, PLSR
22  2007 Generation of in-silico cytochrome P450 1A2, 2C9, 2C19, 2D6, and 3A4 inhibition QSAR models. PLS, RMSE