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作品数:1234被引量:1758H指数:14
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Predicting anti-cancer drug sensitivity through WRE-XGBoost algorithm with weighted feature selection
《Genes & Diseases》2025年第2期15-17,共3页Yiyao Jiang Ming Chen Zhongmin Xiong Yufang Qin 
supported in part by the Shanghai Science and Technology Innovation Action Planning (No.20dz1203800 to M.C.);the Research and Development Planning in Key Areas of Guangdong Province,China (No.2021 B0202070001 to M.C.);the National Natural Sci-ence Foundation of China (No.61702325 to Y.Q.).
Accurate prediction of drug susceptibility is one of themost important steps in personalized medicine.Applications of machine learning to pharmacogenomic data for sensitivity prediction can help study the mechanism of...
关键词:STEPS SUSCEPTIBILITY ALGORITHM 
Strategic codon selection for enhanced genetic code expansion
《Science China(Life Sciences)》2025年第3期884-886,共3页Zhouqing Luo Junbiao Dai 
supported by the National Key Research and Development Program of China(2021YFF1200300);the National Natural Science Foundation of China(32122050,32370074);Guangdong Basic and Applied Basic Research Foundation(2021B1515020060);Guangdong Provincial Science and Technology Projects(2022A0505090009);Innovation Program of Chinese Academy of Agricultural Science,and Shenzhen Outstanding Talents Training Fund.
Incorporating noncanonical amino acids(ncAAs)beyond these naturally occurring ones into proteins has proven to be a powerful method for modifying their properties,leading to significant advancements in both fundamenta...
关键词:EXPANSION system FIGURE 
Optimal Location of Renewable Energy Generators in Transmission and Distribution System of Deregulated Power Sector:A Review
《Energy Engineering》2025年第3期823-859,共37页Digambar Singh Najat Elgeberi Mohammad Aljaidi Ramesh Kumar Rabia Emhamed Al Mamlook Manish Kumar Singla 
The literature on multi-attribute optimization for renewable energy source(RES)placement in deregulated power markets is extensive and diverse in methodology.This study focuses on the most relevant publications direct...
关键词:Optimization of RESs distributed generation modeling and selection of RESs hybrid systems standalone systems optimal location 
Segmented Linear Regression Trees
《Acta Mathematica Sinica,English Series》2025年第2期498-521,共24页Xiangyu Zheng Songxi Chen 
Tree-based models have been widely applied in both academic and industrial settings due to the natural interpretability, good predictive accuracy, and high scalability. In this paper, we focus on improving the single-...
关键词:Regression trees segmented linear regression split selection tree pruning 
Fractal autoencoder with redundancy regularization for unsupervised feature selection
《Science China(Information Sciences)》2025年第2期85-98,共14页Meiting SUN Fangyu LI Honggui HAN 
supported by National Key Research and Development Project(Grant Nos.2022YFB3305800-5,2023YFB3307300);National Natural Science Foundation of China(Grant Nos.62125301,62373014,92267107);Beijing Youth Scholar(Grant No.037)。
Feature selection is a crucial step in data preprocessing because feature selection reduces the dimensionality of data by eliminating irrelevant and redundant features.Since manual labeling is expensive,unsupervised f...
关键词:unsupervised feature selection fractal autoencoder correspondence neural network selection neural network re-dundancy regularization strategy 
Optimization method of conditioning factors selection and combination for landslide susceptibility prediction
《Journal of Rock Mechanics and Geotechnical Engineering》2025年第2期722-746,共25页Faming Huang Keji Liu Shuihua Jiang Filippo Catani Weiping Liu Xuanmei Fan Jinsong Huang 
funded by the Natural Science Foundation of China(Grant Nos.42377164 and 41972280);the Badong National Observation and Research Station of Geohazards(Grant No.BNORSG-202305).
Landslide susceptibility prediction(LSP)is significantly affected by the uncertainty issue of landslide related conditioning factor selection.However,most of literature only performs comparative studies on a certain c...
关键词:Landslide susceptibility prediction Conditioning factors selection Support vector machine Random forest Rough set Artificial neural network 
Selection of Constitutive Models for As-Cast Low Alloyed Al-xSi-yCu Alloys
《新疆大学学报(自然科学版中英文)》2025年第1期1-13,23,共14页GAO Xiang 
supported by the Natural Science Foundation of Xinjiang Uygur Autonomous Region of China“Study on constitutive behavior of Al-xSi-yCu high purity aluminum alloy billets for target materials”(2020D01C023).
To guarantee the computational accuracy of the finite element model,the strain-compensated Arrhenius-type model,modified Fields-Backofen(m-FB)model and modified Zerilli-Armstrong(m-ZA)model were established to predict...
关键词:constitutive model flow stress hot deformation aluminum alloy 
Selection of refrigerant based on multi-objective decision analysis for different waste heat recovery schemes
《Chinese Journal of Chemical Engineering》2025年第1期236-247,共12页Chengyun Li Jiawen Yang Li Xia Xiaoyan Sun Lili Wang Chao Chen Shuguang Xiang 
supported by the National Natural Science Foundation of China(22178190);the National Youth Natural Science Foundation of China(22408195).
Waste heat generation,upgrading,and refrigeration are the fundamental ways to recover and utilize waste heat.Rationalizing the use of refrigerants also contributes to creating energy savings and minimizing carbon emis...
关键词:Waste heat recovery REFRIGERANTS TOPSIS Process systems ECONOMICS Environment 
Selection Rules for Exponential Population Threshold Parameters
《Applied Mathematics》2025年第1期1-14,共14页Gary C. McDonald Jezerca Hodaj 
This article constructs statistical selection procedures for exponential populations that may differ in only the threshold parameters. The scale parameters of the populations are assumed common and known. The independ...
关键词:Weibull Distribution Probability of Correct Selection Minimum StatisticSelection Procedure Means Selection Procedure Subset Size IndifferenceZone Selection Rule Least Favorable Configuration 
Selection Cognac
《中国葡萄酒》2024年第4期114-128,共15页
马爹利至尊马爹利干邑白兰地,为调配这款佳酿,才华横溢的调配大师Christophe Valtaud从最古老的生命之水酒窖中精心挑选。他选用了700多种生命之水,其中一些年份超过100年,才打造出这颗摧燦的明珠。初次闻香,香气复杂,需耐心等待,给时...
关键词:生命之水 干邑 耐心等待 相融合 精心挑选 
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