High-dimensional QSAR classification model for anti-hepatitis C virus activity of thiourea derivatives based on the sparse logistic regression model with a bridge penalty

Quantitative structure-activity relationship model for prediction study of corrosion inhibition efficiency using two-stage sparse multiple linear regression

(2016) Abdo Mohammed Al-Fakih et al.   JOURNAL OF CHEMOMETRICS

High-dimensional QSAR modelling using penalized linear regression model withL1/2-norm

(2016) Z. Y. Algamal et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Diverse classification models for anti-hepatitis C virus activity of thiourea derivatives

(2015) Naveen Khatri et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Regularized logistic regression with adjusted adaptive elastic net for gene selection in high dimensional cancer classification

(2015) Zakariya Yahya Algamal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Penalized logistic regression with the adaptive LASSO for gene selection in high-dimensional cancer classification

(2015) Zakariya Yahya Algamal et al.   EXPERT SYSTEMS WITH APPLICATIONS

High-dimensional quantitative structure-activity relationship modeling of influenza neuraminidase a/PR/8/34 (H1N1) inhibitors based on a two-stage adaptive penalized rank regression

(2015) Zakariya Yahya Algamal et al.   JOURNAL OF CHEMOMETRICS

High-dimensional QSAR prediction of anticancer potency of imidazo[4,5-b]pyridine derivatives using adjusted adaptive LASSO

(2015) Zakariya Yahya Algamal et al.   JOURNAL OF CHEMOMETRICS

A lazy learning-based QSAR classification study for screening potential histone deacetylase 8 (HDAC8) inhibitors

(2015) G.P. Cao et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Qualitative and quantitative structure–activity relationship modelling for predicting blood-brain barrier permeability of structurally diverse chemicals

(2015) S. Gupta et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Predictive QSAR modeling of aldose reductase inhibitors using Monte Carlo feature selection

(2014) Chanin Nantasenamat et al.   EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY

2D and 3D Quantitative Structure–Activity Relationship Study of Hepatitis C Virus NS5B Polymerase Inhibitors by Comparative Molecular Field Analysis and Comparative Molecular Similarity Indices Analysis Methods

(2014) Eslam Pourbasheer et al.   Journal of Chemical Information and Modeling

Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification

(2013) Yong Liang et al.   BMC BIOINFORMATICS

Selection of tuning parameters in bridge regression models via Bayesian information criterion

(2013) Shuichi Kawano   STATISTICAL PAPERS

Assessment of applicability domain for multivariate counter-propagation artificial neural network predictive models by minimum Euclidean distance space analysis: A case study

(2012) Nikola Minovski et al.   ANALYTICA CHIMICA ACTA

A tutorial on the Lasso approach to sparse modeling

(2012) Morten Arendt Rasmussen et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Review of sparse methods in regression and classification with application to chemometrics

(2012) Peter Filzmoser et al.   JOURNAL OF CHEMOMETRICS

Reliably assessing prediction reliability for high dimensional QSAR data

(2012) Jianping Huang et al.   MOLECULAR DIVERSITY

Partly adaptive elastic net and its application to microarray classification

(2012) Juntao Li et al.   NEURAL COMPUTING & APPLICATIONS

QSAR classification models for the screening of the endocrine-disrupting activity of perfluorinated compounds

(2012) S. Kovarich et al.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH

Bayesian adaptive Lasso quantile regression

(2012) Rahim Alhamzawi et al.   STATISTICAL MODELLING

A comparative QSAR on 1,2,5-thiadiazolidin-3-one 1,1-dioxide compounds as selective inhibitors of human serine proteinases

(2011) Javier García et al.   JOURNAL OF MOLECULAR GRAPHICS & MODELLING

Bridge regression: Adaptivity and group selection

(2011) Cheolwoo Park et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Synthesis, activity, and pharmacokinetic properties of a series of conformationally-restricted thiourea analogs as novel hepatitis C virus inhibitors

(2010) Iou-Jiun Kang et al.   BIOORGANIC & MEDICINAL CHEMISTRY

Regularized logistic regression without a penalty term: An application to cancer classification with microarray data

(2010) Concha Bielza et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bridge estimation for generalized linear models with a diverging number of parameters

(2010) Mingqiu Wang et al.   STATISTICS & PROBABILITY LETTERS

QSAR based modeling of hepatitis C virus NS5B inhibitors

(2010) A.K. Srivastava et al.   Journal of Saudi Chemical Society

A group bridge approach for variable selection

(2009) J. Huang et al.   BIOMETRIKA

Design and efficient synthesis of novel arylthiourea derivatives as potent hepatitis C virus inhibitors

(2009) Iou-Jiun Kang et al.   BIOORGANIC & MEDICINAL CHEMISTRY LETTERS

Design, synthesis, and anti-HCV activity of thiourea compounds

(2009) Iou-Jiun Kang et al.   BIOORGANIC & MEDICINAL CHEMISTRY LETTERS

Regression byL1regularization of smart contrasts and sums (ROSCAS) beats PLS and elastic net in latent variable model

(2009) Cajo J. F. ter Braak   JOURNAL OF CHEMOMETRICS

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS

Asymptotic properties of bridge estimators in sparse high-dimensional regression models

(2008) Jian Huang et al.   ANNALS OF STATISTICS