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Abbreviation : RFR
Long Form : random forest regression
No. Year Title Co-occurring Abbreviation
2020 Data-driven prediction of diamond-like infrared nonlinear optical crystals with targeting performances. DL, ICSD, SHG
2020 Exploring Relationships Among Peripheral Amyloid Beta, Tau, Cytokines, Cognitive Function, and Psychosomatic Symptoms in Breast Cancer Survivors. BCSs, GM-CSF, IFN, IL, TNF
2020 Steroid identification via deep learning retention time predictions and two-dimensional gas chromatography-high resolution mass spectrometry. CML, CNN, DNN, ESP, PLS, SVR
2020 The association and discordance between glycated hemoglobin A1c and glycated albumin, assessed using a blend of multiple linear regression and random forest regression. GA, group 1, HbA1c, MLR
2020 Toward the Prediction of Multi-Spin State Charges of a Heme Model by Random Forest Regression. CAC
2020 [Selenium Uptake Characteristics of Reclaimed Soil-Crop from Mining Wasteland and Its Antagonistic Effects on Heavy Metals]. IDW, MLR, PLSR, Se
2019 A Highly Sensitive Pressure-Sensing Array for Blood Pressure Estimation Assisted by Machine-Learning Techniques. ABR, DBP, GBR, SBP
2019 Estimation of Arsenic Content in Soil Based on Laboratory and Field Reflectance Spectroscopy. BRR, FD, GF, GFA, IRIV, KRR, MAE, PLSR, RMSE, RR, SCA, SVMR, XGBoost
2019 Evaluation of random forest regression and multiple linear regression for predicting indoor fine particulate matter concentrations in a highly polluted city. MLR
10  2019 Localization of Ventricular Activation Origin from the 12-Lead ECG: A Comparison of Linear Regression with Non-Linear Methods of Machine Learning. LV, MLR, SVR
11  2019 Machine Learning Algorithm for Predicting Warfarin Dose in Caribbean Hispanics Using Pharmacogenetic Data. MAE, MARS, ML, SVR
12  2019 Seamless global positioning system/inertial navigation system navigation method based on square-root cubature Kalman filter and random forest regression. GPS, INS, SRCKF
13  2018 An approach to predict the height of fractured water-conducting zone of coal roof strata using random forest regression. FWCZ, SVM
14  2018 Cochlear Implantation in Postlingually Deaf Adults is Time-sensitive Towards Positive Outcome: Prediction using Advanced Machine Learning Techniques. ageCI, CI, DoD, DoHA, MAE, WRS
15  2018 Evaluation of two statistical approaches for estimating pollutant loads at adjacent combined sewer overflow structures. CSOs, MLR, TSS
16  2018 Identification of Keywords From Twitter and Web Blog Posts to Detect Influenza Epidemics in Korea. SVM
17  2018 Quantitative monitoring of sucrose, reducing sugar and total sugar dynamics for phenotyping of water-deficit stress tolerance in rice through spectroscopy and chemometrics. ANN, MARS, MLR, NDSI, NIR, PLSR, RSI, SVMR, SWIR, VNIR
18  2017 Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients. ANN, BART, BRT, LAR, MARS, MLR, RT, SVR, TSD
19  2017 High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models. CEC, MLR, SGB, SOC, SVM
20  2017 NSSRF: global network similarity search with subgraph signatures and its applications. NSS
21  2017 Profile-QSAR 2.0: Kinase Virtual Screening Accuracy Comparable to Four-Concentration IC50s for Realistically Novel Compounds. HTS, pQSAR
22  2017 Proof of Concept of an Online EMG-Based Decoding of Hand Postures and Individual Digit Forces for Prosthetic Hand Control. EMG, SVM
23  2016 Different Statistical Approaches to Investigate Porcine Muscle Metabolome Profiles to Highlight New Biomarkers for Pork Quality Assessment. WNA
24  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, RT, SVR
25  2015 Computational Identification of Antigenicity-Associated Sites in the Hemagglutinin Protein of A/H1N1 Seasonal Influenza Virus. HI, SVR-RFE
26  2015 MeSiC: A Model-Based Method for Estimating 5 mC Levels at Single-CpG Resolution from MeDIP-seq. 5mC, MeDIP-seq
27  2014 Genomic-enabled prediction with classification algorithms. BL, GS, lin, RE, RFC, RHKS, RR, SVC, SVR
28  2014 Modeling nitrate at domestic and public-supply well depths in the Central Valley, California. LR, RFC
29  2013 A comparison of random forest regression and multiple linear regression for prediction in neuroscience. GABA, MLR
30  2013 Physicochemical vs. Vibrational Descriptors for Prediction of Odor Receptor Responses. ORs, SVR
31  2011 High-dimensional pharmacogenetic prediction of a continuous trait using machine learning techniques with application to warfarin dose prediction in African Americans. BRT, SNPs, SVR
32  2007 Exploration of methods to identify polymorphisms associated with variation in DNA repair capacity phenotypes. SNPs
33  2007 RFRCDB-siRNA: improved design of siRNAs by random forest regression model coupled with database searching. SVR