A nifty collaborative analysis to predicting a novel tool (DRFLLS) for missing values estimation

An enhanced associative learning-based exploratory whale optimizer for global optimization

(2019) Ali Asghar Heidari et al.   NEURAL COMPUTING & APPLICATIONS

Asynchronous accelerating multi-leader salp chains for feature selection

(2018) Ibrahim Aljarah et al.   APPLIED SOFT COMPUTING

Binary dragonfly optimization for feature selection using time-varying transfer functions

(2018) Majdi Mafarja et al.   KNOWLEDGE-BASED SYSTEMS

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

(2018) Ali Asghar Heidari et al.   SOFT COMPUTING

Text feature selection with a robust weight scheme and dynamic dimension reduction to text document clustering

(2017) Laith Mohammad Abualigah et al.   EXPERT SYSTEMS WITH APPLICATIONS

Unsupervised text feature selection technique based on hybrid particle swarm optimization algorithm with genetic operators for the text clustering

(2017) Laith Mohammad Abualigah et al.   JOURNAL OF SUPERCOMPUTING

Random forest predictive modeling of mineral prospectivity with small number of prospects and data with missing values in Abra (Philippines)

(2015) Emmanuel John M. Carranza et al.   COMPUTERS & GEOSCIENCES

A fine-grained Random Forests using class decomposition: an application to medical diagnosis

(2015) Eyad Elyan et al.   NEURAL COMPUTING & APPLICATIONS

A Review on Missing Value Imputation Algorithms for Microarray Gene Expression Data

(2014) Kohbalan Moorthy et al.   Current Bioinformatics

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Missing value imputation for microarray data: a comprehensive comparison study and a web tool

(2013) Chia-Chun Chiu et al.   BMC Systems Biology

Comparison of imputation methods for missing laboratory data in medicine

(2013) Akbar K Waljee et al.   BMJ Open

MissForest--non-parametric missing value imputation for mixed-type data

(2011) D. J. Stekhoven et al.   BIOINFORMATICS

Recursive partitioning on incomplete data using surrogate decisions and multiple imputation

(2011) A. Hapfelmeier et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Missing value imputation for gene expression data: computational techniques to recover missing data from available information

(2010) A. W.-C. Liew et al.   BRIEFINGS IN BIOINFORMATICS

Mining data with random forests: A survey and results of new tests

(2010) A. Verikas et al.   PATTERN RECOGNITION

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

PhyloPars: estimation of missing parameter values using phylogeny

(2009) Jorn Bruggeman et al.   NUCLEIC ACIDS RESEARCH

Customer churn prediction using improved balanced random forests

(2008) Yaya Xie et al.   EXPERT SYSTEMS WITH APPLICATIONS