A methodology for the design of experiments in computational intelligence with multiple regression models
暂无分享,去创建一个
Carlos Fernandez-Lozano | Cristian R. Munteanu | Marcos Gestal | Alejandro Pazos | Julian Dorado | J. Dorado | C. Munteanu | A. Pazos | C. Fernandez-Lozano | M. Gestal
[1] Carlos Fernandez-Lozano,et al. Markov mean properties for cell death-related protein classification. , 2014, Journal of theoretical biology.
[2] A. Taboada,et al. Short- and medium-term effects of experimental nitrogen fertilization on arthropods associated with Calluna vulgaris heathlands in north-west Spain. , 2008, Environmental pollution.
[3] R. R. Hocking. The analysis and selection of variables in linear regression , 1976 .
[4] Andrew Emili,et al. Protein corona fingerprinting predicts the cellular interaction of gold and silver nanoparticles. , 2014, ACS nano.
[5] Nitesh V. Chawla,et al. SMOTE: Synthetic Minority Over-sampling Technique , 2002, J. Artif. Intell. Res..
[6] Alexander Tropsha,et al. Trust, But Verify: On the Importance of Chemical Structure Curation in Cheminformatics and QSAR Modeling Research , 2010, J. Chem. Inf. Model..
[7] Marcos Gestal,et al. Exploring patterns of epigenetic information with data mining techniques. , 2012, Current pharmaceutical design.
[8] Hanoch Senderowitz,et al. A reliable computational workflow for the selection of optimal screening libraries , 2015, Journal of Cheminformatics.
[9] Robert B. O'Hara,et al. Do not log‐transform count data , 2010 .
[10] Carlos Fernandez-Lozano,et al. Texture classification using feature selection and kernel-based techniques , 2015, Soft Computing.
[11] Jason Weston,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2002, Machine Learning.
[12] Taghi M. Khoshgoftaar,et al. RUSBoost: A Hybrid Approach to Alleviating Class Imbalance , 2010, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.
[13] Zhiyong Lu,et al. The CHEMDNER corpus of chemicals and drugs and its annotation principles , 2015, Journal of Cheminformatics.
[14] K. Doksum. Robust Procedures for Some Linear Models with one Observation per Cell , 1967 .
[15] Geoffrey J. McLachlan,et al. Analyzing Microarray Gene Expression Data , 2004 .
[16] Egon L. Willighagen,et al. RRegrs: an R package for computer-aided model selection with multiple regression models , 2015, Journal of Cheminformatics.
[17] M. Baker. 1,500 scientists lift the lid on reproducibility , 2016, Nature.
[18] Gianluca Bontempi,et al. Statistical foundations of machine learning , 2013 .
[19] Roberto Todeschini,et al. Prediction of Acute Aquatic Toxicity toward Daphnia Magna by using the GA-kNN Method , 2014, Alternatives to laboratory animals : ATLA.
[20] Monya Baker,et al. Reproducibility: Seek out stronger science , 2016, Nature.
[21] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[22] Alexander Tropsha,et al. Best Practices for QSAR Model Development, Validation, and Exploitation , 2010, Molecular informatics.
[23] Carlos Fernandez-Lozano,et al. Kernel-based feature selection techniques for transport proteins based on star graph topological indices. , 2013, Current topics in medicinal chemistry.
[24] Eric R. Ziegel,et al. An Introduction to Generalized Linear Models , 2002, Technometrics.
[25] Carlos Fernandez-Lozano,et al. Texture analysis in gel electrophoresis images using an integrative kernel-based approach , 2016, Scientific Reports.
[26] S. Wold,et al. The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses , 1984 .
[27] D. Quade. Using Weighted Rankings in the Analysis of Complete Blocks with Additive Block Effects , 1979 .
[28] L. Leemis. Applied Linear Regression Models , 1991 .
[29] Theodore Johnson,et al. Exploratory Data Mining and Data Cleaning , 2003 .
[30] Gregory Piatetsky-Shapiro,et al. High-Dimensional Data Analysis: The Curses and Blessings of Dimensionality , 2000 .
[31] LarrañagaPedro,et al. A review of feature selection techniques in bioinformatics , 2007 .
[32] S. Shapiro,et al. An Analysis of Variance Test for Normality (Complete Samples) , 1965 .
[33] M. Bartlett. Properties of Sufficiency and Statistical Tests , 1992 .
[34] Jerzy Leszczynski,et al. Towards understanding mechanisms governing cytotoxicity of metal oxides nanoparticles: Hints from nano-QSAR studies , 2015, Nanotoxicology.
[35] Pedro Larrañaga,et al. A review of feature selection techniques in bioinformatics , 2007, Bioinform..
[36] Geoffrey J McLachlan,et al. Selection bias in gene extraction on the basis of microarray gene-expression data , 2002, Proceedings of the National Academy of Sciences of the United States of America.
[37] N. Jaspen. Applied Nonparametric Statistics , 1979 .
[38] Francisco Herrera,et al. Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power , 2010, Inf. Sci..
[39] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[40] Georgia Tsiliki,et al. Using the RRegrs R package for automating predictive modelling , 2015 .
[41] R. O’Hara,et al. Do not log‐transform count data , 2010 .
[42] H. Zou,et al. Regularization and variable selection via the elastic net , 2005 .
[43] Aixia Guo,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2014 .