Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications. - Mokhairi Makhtar; Daniel Neagu; Mick J. Ridley (IDEAL, 2011)

Binary Classification Models Comparison: On the Similarity of Datasets and Confusion Matrix for Predictive Toxicology Applications. - Mokhairi Makhtar; Daniel Neagu; Mick J. Ridley (ITBAM, 2011)

Optimisation of Classifier Ensemble for Predictive Toxicology Applications. - Mokhairi Makhtar; Longzhi Yang; Daniel Neagu; Mick J. Ridley (UKSim, 2012)

Contributions to ensembles of models for predictive toxicology applications : on the representation, comparison and combination of models in ensembles. - Mokhairi Makhtar (2012)

A New Customer Churn Prediction Approach Based on Soft Set Ensemble Pruning. - Mohd Khalid Awang; Mokhairi Makhtar; Mohd Nordin Abdul Rahman; Mustafa Mat Deris (SCDM, 2016)

An Association Rule Mining Approach in Predicting Flood Areas. - Mokhairi Makhtar; Nur Ashikin Harun; Azwa Bin Abdul Aziz; Zahrahtul Amani Zakaria; Fadzli Syed Abdullah; Julaily Aida Jusoh (SCDM, 2016)

The Reconstructed Heterogeneity to Enhance Ensemble Neural Network for Large Data. - Mumtazimah Mohamad; Mokhairi Makhtar; Mohd Nordin Abdul Rahman (SCDM, 2016)

A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site. - Nurnadiah Zamri; Fadhilah Ahmad; Ahmad Nazari Mohd Rose; Mokhairi Makhtar (SCDM, 2016)

Algorithms for extracting adjacency matrix based on formal concept analysis (FCA). - Hasni Hassan; Mohd Isa Awang; Mokhairi Makhtar; Aznida Hayati Zakaria; Rohana Ismail; Fadhilah Ahmad (ICC, 2017)

An Ensemble Method with Cost Function on Churn Prediction. - Mohd Khalid Awang; Mokhairi Makhtar; Mohamad Afendee Mohamed (ICAAI, 2019)

Shape-Based Single Object Classification Using Ensemble Method Classifiers. - Nur Shazwani Kamarudin; Mokhairi Makhtar; Syadiah Nor Wan Shamsuddin; Syed Abdullah Fadzli (CoRR, 2025)