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

QSAR models for degradation of organic pollutants in ozonation process under acidic condition

(2015) Huicen Zhu et al.   CHEMOSPHERE

Regularization Paths for Generalized Linear Models via Coordinate Descent

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

Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)

(2014) Thanh N. Tran et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Design and synthesis of novel 1,2,3-triazole-pyrimidine hybrids as potential anticancer agents

(2014) Li-Ying Ma et al.   EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY

Synthesis of novel 1,2,4-triazoles, triazolothiadiazines and triazolothiadiazoles as potential anticancer agents

(2014) Mona M. Kamel 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

Synthesis, biological evaluation, and molecular docking studies of novel 1,3,4-oxadiazole derivatives possessing benzotriazole moiety as FAK inhibitors with anticancer activity

(2013) Shuai Zhang et al.   BIOORGANIC & MEDICINAL CHEMISTRY

Curcumin-I Knoevenagel’s condensates and their Schiff’s bases as anticancer agents: Synthesis, pharmacological and simulation studies

(2013) Imran Ali et al.   BIOORGANIC & MEDICINAL CHEMISTRY

Bayesian lasso binary quantile regression

(2013) Dries F. Benoit et al.   COMPUTATIONAL STATISTICS

Ridge Regression in Prediction Problems: Automatic Choice of the Ridge Parameter

(2013) Erika Cule et al.   GENETIC EPIDEMIOLOGY

Aurora Isoform Selectivity: Design and Synthesis of Imidazo[4,5-b]pyridine Derivatives as Highly Selective Inhibitors of Aurora-A Kinase in Cells

(2013) Vassilios Bavetsias et al.   JOURNAL OF MEDICINAL CHEMISTRY

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

Gravitational search algorithm: A new feature selection method for QSAR study of anticancer potency of imidazo[4,5-b]pyridine derivatives

(2012) Behnam Mohseni Bababdani 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

Optimization of Imidazo[4,5-b]pyridine-Based Kinase Inhibitors: Identification of a Dual FLT3/Aurora Kinase Inhibitor as an Orally Bioavailable Preclinical Development Candidate for the Treatment of Acute Myeloid Leukemia

(2012) Vassilios Bavetsias et al.   JOURNAL OF MEDICINAL CHEMISTRY

Reliably assessing prediction reliability for high dimensional QSAR data

(2012) Jianping Huang et al.   MOLECULAR DIVERSITY

Bayesian adaptive Lasso quantile regression

(2012) Rahim Alhamzawi et al.   STATISTICAL MODELLING

Random lasso

(2011) Sijian Wang et al.   Annals of Applied Statistics

QSPR study of Setschenow constants of organic compounds using MLR, ANN, and SVM analyses

(2011) Jie Xu et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Molecular modeling studies on imidazo[4,5-b]pyridine derivatives as Aurora A kinase inhibitors using 3D-QSAR and docking approaches

(2010) Ping Lan et al.   EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY

Imidazo[4,5-b]pyridine Derivatives As Inhibitors of Aurora Kinases: Lead Optimization Studies toward the Identification of an Orally Bioavailable Preclinical Development Candidate

(2010) Vassilios Bavetsias et al.   JOURNAL OF MEDICINAL CHEMISTRY

Current Mathematical Methods Used in QSAR/QSPR Studies

(2009) Peixun Liu et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

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