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Multiple regression models for energy consumption of office buildings in different climates in China
Siyu ZHOU, Neng ZHU
《能源前沿(英文)》 2013年 第7卷 第1期 页码 103-110 doi: 10.1007/s11708-012-0220-z
关键词: regression model energy consumption building envelope office building different climates
Presentation of regression analysis, GP and GMDH models to predict the pedestrian density in various
Iraj BARGEGOL; Seyed Mohsen HOSSEINIAN; Vahid NAJAFI MOGHADDAM GILANI; Mohammad NIKOOKAR; Alireza OROUEI
《结构与土木工程前沿(英文)》 2022年 第16卷 第2期 页码 250-265 doi: 10.1007/s11709-021-0785-x
关键词: pedestrian density regression analysis GP model GMDH model
SPT based determination of undrained shear strength: Regression models and machine learning
Walid Khalid MBARAK, Esma Nur CINICIOGLU, Ozer CINICIOGLU
《结构与土木工程前沿(英文)》 2020年 第14卷 第1期 页码 185-198 doi: 10.1007/s11709-019-0591-x
关键词: undrained shear strength linear regression random forest gradient boosting machine learning standard penetration test
Using hybrid models to predict blood pressure reactivity to unsupported back based on anthropometric
Gurmanik KAUR,Ajat Shatru ARORA,Vijender Kumar JAIN
《信息与电子工程前沿(英文)》 2015年 第16卷 第6期 页码 474-485 doi: 10.1631/FITEE.1400295
关键词: Blood pressure (BP) Principal component analysis (PCA) Forward stepwise regression Artificial neural network (ANN) Adaptive neuro-fuzzy inference system (ANFIS) Least squares support vector machine (LS-SVM)
Fan ZHANG, Mo LI, Shanshan GUO, Chenglong ZHANG, Ping GUO
《农业科学与工程前沿(英文)》 2018年 第5卷 第2期 页码 177-187 doi: 10.15302/J-FASE-2017177
关键词: crop planting structure optimization inexact two-stage stochastic programming runoff forecasting Shiyang River Basin uncertain multiple linear regression
Option-like properties in the distribution of hedge fund returns
Katharina DENK, Ben DJERROUD, Luis SECO, Mohammad SHAKOURIFAR, Rudi ZAGST
《工程管理前沿(英文)》 2020年 第7卷 第2期 页码 275-286 doi: 10.1007/s42524-020-0095-3
关键词: hedge funds hedge fund index segmented linear regression models regime-switching models mimicking portfolios single factor-based hedge fund replication equity long–short strategy
Unified methodology for site-characterization and sampling of highway runoff
Jy S. WU, Craig J. ALLAN,
《环境科学与工程前沿(英文)》 2010年 第4卷 第1期 页码 47-58 doi: 10.1007/s11783-010-0003-x
关键词: highway runoff pollutant loads regression models non-point source pollution storm water permit
Models of thermodynamic and transport properties of POE VG68 and R410A/POE VG68 mixture
WEI Wenjian, DING Guoliang, HU Haitao, WANG Kaijian
《能源前沿(英文)》 2008年 第2卷 第2期 页码 227-234 doi: 10.1007/s11708-008-0020-7
关键词: multiple regression foundation thermodynamic influence air-conditioning
Alireza TABARSA, Nima LATIFI, Abdolreza OSOULI, Younes BAGHERI
《结构与土木工程前沿(英文)》 2021年 第15卷 第2期 页码 520-536 doi: 10.1007/s11709-021-0689-9
关键词: unconfined compressive strength artificial neural network support vector machine predictive models regression
使用数据驱动模型优化抗体纯化策略 Article
刘松崧, Lazaros G. Papageorgiou
《工程(英文)》 2019年 第5卷 第6期 页码 1077-1092 doi: 10.1016/j.eng.2019.10.011
本工作致力于抗体片段纯化过程的多尺度优化。优化了生产过程中的色谱决策,包括色谱柱的数量及其大小,每批的循环数以及操作流速。使用基于微型实验数据的制造规模模拟数据集,建立了以负载质量、流速和柱床高度为输入的色谱通量数据驱动模型。与其他方法相比,分段线性回归建模方法具有简单、预测精度高的优点。提出了两种混合整数非线性规划(MINLP)模型,结合数据驱动模型,以最小化每克抗体纯化过程的总成本。然后,使用线性化技术和多参数分解将这些MINLP模型重新构造为混合整数线性规划(MILP)模型。研究了两个具有不同色谱柱尺寸替代品的工业相关案例,以证明所提出模型的适用性。
Dynamic response surface methodology using Lasso regression for organic pharmaceutical synthesis
《化学科学与工程前沿(英文)》 2022年 第16卷 第2期 页码 221-236 doi: 10.1007/s11705-021-2061-y
关键词: data-driven modeling pharmaceutical organic synthesis Lasso regression dynamic response surface methodology
《结构与土木工程前沿(英文)》 2021年 第15卷 第5期 页码 1181-1198 doi: 10.1007/s11709-021-0744-6
关键词: interaction load sharing ratio piled raft nonlinear regression artificial neural network
Multivariable regression model for Fox depth correction factor
Ravi Kant MITTAL, Sanket RAWAT, Piyush BANSAL
《结构与土木工程前沿(英文)》 2019年 第13卷 第1期 页码 103-109 doi: 10.1007/s11709-018-0474-6
关键词: settlement embedment Fox depth correction factor regression multivariable
A review on different theoretical models of electrocaloric effect for refrigeration
《能源前沿(英文)》 2023年 第17卷 第4期 页码 478-503 doi: 10.1007/s11708-023-0884-6
关键词: electrocaloric effect effective Hamiltonian phase-field modeling different theoretical models
Mohammad Ali NAGHSH, Aydin SHISHEGARAN, Behnam KARAMI, Timon RABCZUK, Arshia SHISHEGARAN, Hamed TAGHAVIZADEH, Mehdi MORADI
《结构与土木工程前沿(英文)》 2021年 第15卷 第1期 页码 194-212 doi: 10.1007/s11709-020-0688-2
关键词: column-tree moment connection Finite element model parametric study fire regression models gene expression programming
标题 作者 时间 类型 操作
Multiple regression models for energy consumption of office buildings in different climates in China
Siyu ZHOU, Neng ZHU
期刊论文
Presentation of regression analysis, GP and GMDH models to predict the pedestrian density in various
Iraj BARGEGOL; Seyed Mohsen HOSSEINIAN; Vahid NAJAFI MOGHADDAM GILANI; Mohammad NIKOOKAR; Alireza OROUEI
期刊论文
SPT based determination of undrained shear strength: Regression models and machine learning
Walid Khalid MBARAK, Esma Nur CINICIOGLU, Ozer CINICIOGLU
期刊论文
Using hybrid models to predict blood pressure reactivity to unsupported back based on anthropometric
Gurmanik KAUR,Ajat Shatru ARORA,Vijender Kumar JAIN
期刊论文
Integrated uncertain models for runoff forecasting and crop planting structure optimization of the Shiyang
Fan ZHANG, Mo LI, Shanshan GUO, Chenglong ZHANG, Ping GUO
期刊论文
Option-like properties in the distribution of hedge fund returns
Katharina DENK, Ben DJERROUD, Luis SECO, Mohammad SHAKOURIFAR, Rudi ZAGST
期刊论文
Unified methodology for site-characterization and sampling of highway runoff
Jy S. WU, Craig J. ALLAN,
期刊论文
Models of thermodynamic and transport properties of POE VG68 and R410A/POE VG68 mixture
WEI Wenjian, DING Guoliang, HU Haitao, WANG Kaijian
期刊论文
Unconfined compressive strength prediction of soils stabilized using artificial neural networks and support vector machines
Alireza TABARSA, Nima LATIFI, Abdolreza OSOULI, Younes BAGHERI
期刊论文
Dynamic response surface methodology using Lasso regression for organic pharmaceutical synthesis
期刊论文
Interaction behavior and load sharing pattern of piled raft using nonlinear regression and LM algorithm-based
期刊论文
Multivariable regression model for Fox depth correction factor
Ravi Kant MITTAL, Sanket RAWAT, Piyush BANSAL
期刊论文