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Professor Zahid Islam
Professor Zahid Islam
Associate Dean (Research), Charles Sturt University
Verified email at csu.edu.au - Homepage
Title
Cited by
Cited by
Year
A hybrid clustering technique combining a novel genetic algorithm with K-Means
MA Rahman, MZ Islam
Knowledge-Based Systems 71, 345-365, 2014
2532014
Software Defect Prediction Using a Cost Sensitive Decision Forest and Voting
M Siers, MZ Islam
Information Systems 51, 62-71, 2015
1872015
Missing Value Imputation Using Decision Trees and Decision Forests by Splitting and Merging Records: Two Novel Techniques
MG Rahman, MZ Islam
Knowledge-Based Systems 53, 51 - 65, 2013
1652013
A decision tree-based missing value imputation technique for data pre-processing
MG Rahman, MZ Islam
The 9th Australasian Data Mining Conference: AusDM 2011, 41-50, 2011
1422011
Decision Tree Classification with Differential Privacy: A Survey
S Fletcher, MZ Islam
ACM Computing Surveys 52 (4), 83:1 - 83:33, 2019
1392019
Privacy preserving data mining: A noise addition framework using a novel clustering technique
MZ Islam, L Brankovic
Knowledge-Based Systems 24 (8), 1214-1223, 2011
1372011
Comparing sets of patterns with the Jaccard index
S Fletcher, MZ Islam
Australasian Journal of Information Systems 22, 2018
1262018
Forest PA: Constructing a Decision Forest by Penalizing Attributes used in Previous Trees
MN Adnan, MZ Islam
Expert Systems with Applications (ESWA), 2017
1202017
Missing Value Imputation using a Fuzzy Clustering Based EM Approach
MG Rahman, MZ Islam
Knowledge and Information Systems 46 (2), 389-422, 2015
1102015
Combining K-Means and a genetic algorithm through a novel arrangement of genetic operators for high quality clustering
MZ Islam, V Estivill-Castro, MA Rahman, T Bossomaier
Expert Systems with Applications 91, 402-417, 2018
952018
Differentially Private Random Decision Forests using Smooth Sensitivity
S Fletcher, MZ Islam
Expert Systems with Applications (ESWA) 78, 16-31, 2016
952016
Knowledge discovery through SysFor: a systematically developed forest of multiple decision trees
Z Islam, H Giggins
Proceedings of the Ninth Australasian Data Mining Conference-Volume 121, 195-204, 2011
942011
Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm
MN Adnan, MZ Islam
Knowledge-Based Systems 110, 86-97, 2016
762016
Fimus: A framework for imputing missing values using co-appearance, correlation and similarity analysis
MG Rahman, MZ Islam
Knowledge-Based Systems 56, 311-327, 2014
752014
Privacy-preserving data mining
L Brankovic, MZ Islam, H Giggins
Security, Privacy, and Trust in Modern Data Management, 151-165, 2007
72*2007
Advantages and limitations of genetic algorithms for clustering records
AH Beg, MZ Islam
2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA …, 2016
672016
Detecting Autism Spectrum Disorder using Machine Learning Techniques: An Experimental Analysis on Toddler, Child, Adolescent and Adult Datasets
D Hossain, MA Kabir, A Adnan, MZ Islam
Health Information Science and Systems, 2021
642021
Islamophobia in Australia-II (2016-2017)
D Iner, N Asquith, RHL Ip, Z Islam, G Mason, M Vergani, I Zayied
Charles Sturt University, 2019
592019
Data mining and privacy of social network sites’ users: Implications of the data mining problem
Y Al-Saggaf, MZ Islam
Science and engineering ethics 21, 941-966, 2015
572015
A Differentially Private Decision Forest
S Fletcher, MZ Islam
In Proc. of the 13th Australasian Data Mining Conference (AusDM 15), 2015
512015
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Articles 1–20