Correlation and redundancy on machine learning performance for chemical databases

A novel SVM-kNN-PSO ensemble method for intrusion detection system

(2016) Abdulla Amin Aburomman et al.   APPLIED SOFT COMPUTING

Orthogonality, uncorrelatedness, and linear independence of vectors

(2016) Richard G. Brereton   JOURNAL OF CHEMOMETRICS

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Effective Discriminative Feature Selection With Nontrivial Solution

(2016) Hong Tao et al.   IEEE Transactions on Neural Networks and Learning Systems

Therapeutic index modeling and predictive QSAR of novel thiazolidin-4-one analogs against Toxoplasma gondii

(2015) M. Asadollahi-Baboli et al.   EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES

Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control

(2015) Zechao Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A cascaded QSAR model for efficient prediction of overall power conversion efficiency of all-organic dye-sensitized solar cells

(2015) Hongzhi Li et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Comparison of ELM, RF, and SVM on E-nose and E-tongue to trace the quality status of mandarin (Citrus unshiu Marc.)

(2015) Shanshan Qiu et al.   JOURNAL OF FOOD ENGINEERING

Indefinite kernel ridge regression and its application on QSAR modelling

(2015) Benjamin Yee Shing Li et al.   NEUROCOMPUTING

A novel variable reduction method adapted from space-filling designs

(2014) Davide Ballabio et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Combination of Similarity Rankings Using Data Fusion

(2013) Peter Willett   Journal of Chemical Information and Modeling

Robust feature selection based on regularized brownboost loss

(2013) Pan Wei et al.   KNOWLEDGE-BASED SYSTEMS

Robust extreme learning machine

(2012) Punyaphol Horata et al.   NEUROCOMPUTING

Human face recognition based on multidimensional PCA and extreme learning machine

(2011) A.A. Mohammed et al.   PATTERN RECOGNITION

The ORCA program system

(2011) Frank Neese   Wiley Interdisciplinary Reviews-Computational Molecular Science

A Review of Ensemble Methods in Bioinformatics

(2010) Pengyi Yang et al.   Current Bioinformatics

Sum of ranking differences for method discrimination and its validation: comparison of ranks with random numbers

(2010) Károly Héberger et al.   JOURNAL OF CHEMOMETRICS

Optimization of water level monitoring network in polder systems using information theory

(2010) Leonardo Alfonso et al.   WATER RESOURCES RESEARCH

Sum of ranking differences compares methods or models fairly

(2009) Károly Héberger   TRAC-TRENDS IN ANALYTICAL CHEMISTRY

Ranks and the least-norm of the general solution to a system of quaternion matrix equations

(2008) Qing-Wen Wang et al.   LINEAR ALGEBRA AND ITS APPLICATIONS