Gene encoder: a feature selection technique through unsupervised deep learning-based clustering for large gene expression data

A data science-based framework to categorize academic journals

(2019) Zahid Halim et al.   SCIENTOMETRICS

Gene expression cancer classification using modified K-Nearest Neighbors technique

(2019) Sarah M. Ayyad et al.   BIOSYSTEMS

Two-Stage Hybrid Gene Selection Using Mutual Information and Genetic Algorithm for Cancer Data Classification

(2019) M. Jansi Rani et al.   JOURNAL OF MEDICAL SYSTEMS

On identification of driving-induced stress using electroencephalogram signals: A framework based on wearable safety-critical scheme and machine learning

(2019) Zahid Halim et al.   Information Fusion

On the Efficient Representation of Datasets as Graphs to Mine Maximal Frequent Itemsets

(2019) Zahid Halim et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Predicting climate types for the Continental United States using unsupervised clustering techniques

(2018) D. Sathiaraj et al.   ENVIRONMETRICS

On Efficient Mining of Frequent Itemsets from Big Uncertain Databases

(2018) Ahsan Shah et al.   Journal of Grid Computing

Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods

(2018) Manosij Ghosh et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

An approach for feature selection using local searching and global optimization techniques

(2017) Sadhana Tiwari et al.   NEURAL COMPUTING & APPLICATIONS

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

(2017) Xiaofeng Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Profiling Players Using Real-World Datasets: Clustering the Data and Correlating the Results with the Big-Five Personality Traits

(2017) Zahid Halim et al.   IEEE Transactions on Affective Computing

Employing artificial neural networks for constructing metadata-based model to automatically select an appropriate data visualization technique

(2016) Tufail Muhammad et al.   APPLIED SOFT COMPUTING

A kernel-based clustering method for gene selection with gene expression data

(2016) Huihui Chen et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Genetic Bee Colony (GBC) algorithm: A new gene selection method for microarray cancer classification

(2015) Hala M. Alshamlan et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Application of data clustering and machine learning in variable annuity valuation

(2013) Guojun Gan   INSURANCE MATHEMATICS & ECONOMICS

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS