Boosted regression trees, multivariate adaptive regression splines and their two-step combinations with multiple linear regression or partial least squares to predict blood–brain barrier passage: A case study

E. Deconinck; M.H. Zhang; F. Petitet; E. Dubus; I. Ijjaali; D. Coomans; Y. Vander Heyden

doi:10.1016/j.aca.2007.12.033

Boosted regression trees, multivariate adaptive regression splines and their two-step combinations with multiple linear regression or partial least squares to predict blood–brain barrier passage: A case study

Analytica Chimica Acta ◽

10.1016/j.aca.2007.12.033 ◽

2008 ◽

Vol 609 (1) ◽

pp. 13-23 ◽

Cited By ~ 18

Author(s):

E. Deconinck ◽

M.H. Zhang ◽

F. Petitet ◽

E. Dubus ◽

I. Ijjaali ◽

...

Keyword(s):

Linear Regression ◽

Multiple Linear Regression ◽

Least Squares ◽

Partial Least Squares ◽

Multivariate Adaptive Regression Splines ◽

Boosted Regression Trees ◽

Regression Splines ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Performance Evaluation of Multivariate Adaptive Regression Splines (MARS) and Multiple Linear Regression (MLR) for Forward Conversion of Geodetic Coordinates (ϕ, λ, h) to Cartesian Coordinates (X, Y, Z)

Journal of Geosciences and Geomatics ◽

10.12691/jgg-5-3-2 ◽

2017 ◽

Vol 5 (3) ◽

pp. 109-118 ◽

Cited By ~ 2

Author(s):

M.S. Peprah ◽

I.O. Mensah ◽

J. A. Akresi

Keyword(s):

Performance Evaluation ◽

Linear Regression ◽

Multiple Linear Regression ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Cartesian Coordinates ◽

Geodetic Coordinates ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Estimation of the area of potential thermal refuges using generalized additive models and multivariate adaptive regression splines: A case study from the Ste‐Marguerite River

River Research and Applications ◽

10.1002/rra.3886 ◽

2021 ◽

Author(s):

Al Mahdi Saadi ◽

Amina Msilini ◽

Christian Charron ◽

André St‐Hilaire ◽

Taha B. M. J. Ouarda

Keyword(s):

Generalized Additive Models ◽

Additive Models ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Adaptive Regression ◽

Adaptive Regression Splines

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The Information Content of Equity Block Trades on the Warsaw Stock Exchange: An Estimation of Shares' Returns with the Usage of Simple Linear Regression and Multivariate Adaptive Regression Splines

Journal of Forecasting ◽

10.1002/for.2299 ◽

2014 ◽

Vol 33 (6) ◽

pp. 433-454 ◽

Cited By ~ 2

Author(s):

Bartosz Kurek

Keyword(s):

Linear Regression ◽

Information Content ◽

Stock Exchange ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Simple Linear Regression ◽

Block Trades ◽

Warsaw Stock Exchange ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Application of random forest time series, support vector regression and multivariate adaptive regression splines models in prediction of snowfall (a case study of Alvand in the middle Zagros, Iran)

Theoretical and Applied Climatology ◽

10.1007/s00704-017-2300-9 ◽

2017 ◽

Vol 134 (3-4) ◽

pp. 769-776 ◽

Cited By ~ 2

Author(s):

Omid Hamidi ◽

Leili Tapak ◽

Hamed Abbasi ◽

Zohreh Maryanaji

Keyword(s):

Time Series ◽

Random Forest ◽

Support Vector Regression ◽

Multivariate Adaptive Regression Splines ◽

Support Vector ◽

Regression Splines ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination optimization: A case study at Lao Cai province (Viet Nam)

Journal of Environmental Management ◽

10.1016/j.jenvman.2019.01.108 ◽

2019 ◽

Vol 237 ◽

pp. 476-487 ◽

Cited By ~ 14

Author(s):

Dieu Tien Bui ◽

Nhat-Duc Hoang ◽

Pijush Samui

Keyword(s):

Pattern Analysis ◽

Multivariate Adaptive Regression Splines ◽

Spatial Pattern Analysis ◽

Regression Splines ◽

Flower Pollination ◽

Machine Learning Approach ◽

Adaptive Regression ◽

Adaptive Regression Splines ◽

New Machine

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Estimation of modified expansive soil CBR with multivariate adaptive regression splines, random forest and gradient boosting machine

Innovative Infrastructure Solutions ◽

10.1007/s41062-021-00568-z ◽

2021 ◽

Vol 6 (4) ◽

Author(s):

Chijioke Christopher Ikeagwuani

Keyword(s):

Random Forest ◽

Expansive Soil ◽

Multivariate Adaptive Regression Splines ◽

Gradient Boosting ◽

Regression Splines ◽

Gradient Boosting Machine ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Prediction of transportation energy demand: Multivariate Adaptive Regression Splines

Energy ◽

10.1016/j.energy.2021.120090 ◽

2021 ◽

Vol 224 ◽

pp. 120090

Author(s):

Mohammad Ali Sahraei ◽

Hakan Duman ◽

Muhammed Yasin Çodur ◽

Ecevit Eyduran

Keyword(s):

Energy Demand ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Transportation Energy ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Assessment of rockburst risk using multivariate adaptive regression splines and deep forest model

Acta Geotechnica ◽

10.1007/s11440-021-01299-2 ◽

2021 ◽

Author(s):

Deping Guo ◽

Hemao Chen ◽

Libin Tang ◽

Zhixiong Chen ◽

Pijush Samui

Keyword(s):

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Forest Model ◽

Deep Forest ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Global Optimization With Multivariate Adaptive Regression Splines

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2006.883430 ◽

2007 ◽

Vol 37 (2) ◽

pp. 333-340 ◽

Cited By ~ 31

Author(s):

Scott Crino ◽

Donald E. Brown

Keyword(s):

Global Optimization ◽

Multivariate Adaptive Regression Splines ◽

Regression Splines ◽

Adaptive Regression ◽

Adaptive Regression Splines

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Flexible and Robust Implementations of Multivariate Adaptive Regression Splines Within a Wastewater Treatment Stochastic Dynamic Program

Quality and Reliability Engineering International ◽

10.1002/qre.708 ◽

2005 ◽

Vol 21 (7) ◽

pp. 689-699 ◽

Cited By ~ 9

Author(s):

Julia C. C. Tsai ◽

Victoria C. P. Chen

Keyword(s):

Wastewater Treatment ◽

Dynamic Program ◽

Multivariate Adaptive Regression Splines ◽

Stochastic Dynamic ◽

Regression Splines ◽

Adaptive Regression ◽

Stochastic Dynamic Program ◽

Adaptive Regression Splines

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