Mokhairi Makhtar

13 papers C 1Journal 2Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced breast cancer detection via Shapley additive explanations and attention-based bidirectional LSTM with ensemble learning models.
Netw. Model. Anal. Health Informatics Bioinform.
Yakub Kayode Saheed, Mokhairi Makhtar
2025 — conf
A Soft Set-Based Classifier Pruning for Multi-Layer Stacking Ensembles in Churn Prediction.
AIAT
Nurul Nadzirah Adnan, Mohd Khalid Awang, Mokhairi Makhtar
2025 J jnl
Shape-Based Single Object Classification Using Ensemble Method Classifiers.
CoRR
Nur Shazwani Kamarudin, Mokhairi Makhtar, Syadiah Nor Wan Shamsuddin, Syed Abdullah Fadzli
2019 — conf
An Ensemble Method with Cost Function on Churn Prediction.
ICAAI
Mohd Khalid Awang, Mokhairi Makhtar, Mohamad Afendee Mohamed
2017 — conf
Algorithms for extracting adjacency matrix based on formal concept analysis (FCA).
ICC
Hasni Hassan, Mohd Isa Awang, Mokhairi Makhtar, Aznida Hayati Zakaria, Rohana Ismail, Fadhilah Ahmad
2016 — conf
A Fuzzy TOPSIS with Z-Numbers Approach for Evaluation on Accident at the Construction Site.
SCDM
Nurnadiah Zamri, Fadhilah Ahmad, Ahmad Nazari Mohd Rose, Mokhairi Makhtar
2016 — conf
A New Customer Churn Prediction Approach Based on Soft Set Ensemble Pruning.
SCDM
Mohd Khalid Awang, Mokhairi Makhtar, Mohd Nordin Abdul Rahman, Mustafa Mat Deris
2016 — conf
An Association Rule Mining Approach in Predicting Flood Areas.
SCDM
Mokhairi Makhtar, Nur Ashikin Harun, Azwa Bin Abdul Aziz, Zahrahtul Amani Zakaria, Fadzli Syed Abdullah, Julaily Aida Jusoh
2016 — conf
The Reconstructed Heterogeneity to Enhance Ensemble Neural Network for Large Data.
SCDM
Mumtazimah Mohamad, Mokhairi Makhtar, Mohd Nordin Abdul Rahman
2012 — —
Contributions to ensembles of models for predictive toxicology applications : on the representation, comparison and combination of models in ensembles.
Mokhairi Makhtar
2012 — conf
Optimisation of Classifier Ensemble for Predictive Toxicology Applications.
UKSim
Mokhairi Makhtar, Longzhi Yang, Daniel Neagu, Mick J. Ridley
2011 — conf
Binary Classification Models Comparison: On the Similarity of Datasets and Confusion Matrix for Predictive Toxicology Applications.
ITBAM
Mokhairi Makhtar, Daniel Neagu, Mick J. Ridley
2011 C conf
Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications.
IDEAL
Mokhairi Makhtar, Daniel Neagu, Mick J. Ridley