Evolutionary-based feature construction with substitution for data summarization using DARA

by Sia, Florence, Alfred, Rayner
Published 2012

A genetic based wrapper feature selection approach using nearest neighbour distance matrix

by Sainin, Mohd Shamrie, Alfred, Rayner
Published 2011

Feature selection for Malaysian medicinal plant leaf shape identification and classification

by Sainin, Mohd Shamrie, Alfred, Rayner
Published 2014

A direct ensemble classifier for imbalanced multiclass learning

by Sainin, Mohd Shamrie, Alfred, Rayner
Published 2012

Half leaf shape feature extraction for leaf identification

by Sainin, Mohd Shamrie, Alfred, Rayner
Published 2009

Nearest neighbour distance matrix classification

by Sainin, Mohd Shamrie, Alfred, Rayner
Published 2010

An optimized multi-layer ensemble framework for sentiment analysis

by Lai, Po Hung, Alfred Rayner
Published 2019

ENBFS+kNN: Hybrid ensemble classifier using entropy-based naïve Bayes with feature selection and k-nearest neighbor

by Sainin, Mohd Shamrie, Alfred, Rayner, Ahmad, Faudziah
Published 2016

Improving the identification and classification of Malaysian medicinal leaf images using ensemble method

by Sainin, Mohd Shamrie, Ahmad, Faudziah, Alfred, Rayner
Published 2016

Ensemble classifier and resampling for imbalanced multiclass learning

by Sainin, Mohd Shamrie, Ahmad, Faudziah, Alfred, Rayner
Published 2015

Comparison of half and full-leaf shape feature extraction for leaf classification

by Sainin, Mohd Shamrie, Ahmad, Faudziah, Alfred, Rayner
Published 2016

Improving the identification and classification of Malaysian medical leaf images using ensemble method

by Sainin, Mohd Shamrie, Ahmad, Faudziah, Alfred, Rayner
Published 2016

Ensemble Meta Classifier with Sampling and Feature Selection for Data with Multiclass Imbalance Problem

by Sainin, Mohd Shamrie, Alfred, Rayner, Ahmad, Faudziah
Published 2021

Malaysian medicinal plant leaf shape identification and classification

by Sainin, Mohd Shamrie, Ghazali, Taqiyah Khadijah, Alfred, Rayner
Published 2014

A coevolutionary multiobjective evolutionary algorithm for game artificial intelligence

by Tse, Guan Tan, Jason, Teo, Kim, On Chin, Alfred, Rayner
Published 2013

Combining sampling and ensemble classifier for multiclass imbalance data learning

by Sainin, Mohd Shamrie, Alfred, Rayner, Adnan, Fairuz, Ahmad, Faudziah
Published 2018

An evaluation of feature selection methods on multi-class imbalance and high dimensionality shape-based leaf image features

by Sainin, Mohd Shamrie, Alfred, Rayner, Ahmad, Faudziah, Lammasha, Mohamed A.M
Published 2017

Feature Selection and Ensemble Meta Classifier for Multiclass Imbalance Data Learning

by Sainin, Mohd Shamrie, Alfred, Rayner, Alias, Suraya, Lammasha, Mohamed A.M.
Published 2018

Ensemble deep learning for tuberculosis detection

by Ahmad Hijazi, Mohd Hanafi, Yang, Leong Qi, Alfred, Rayner, Mahdin, Hairulnizam, Yaakob, Razali
Published 2020

Social media mining: a genetic based multiobjective clustering approach to topic modelling

by Alfred, Rayner, Loo, Yew Jie, Obit, Joe Henry, Lim, Yuto, Haviluddin, Haviluddin, Azman, Azreen
Published 2021