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Professor Zahid Islam
Professor Zahid Islam
Associate Dean (Research), Charles Sturt University
csu.edu.au의 이메일 확인됨 - 홈페이지
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A hybrid clustering technique combining a novel genetic algorithm with K-Means
MA Rahman, MZ Islam
Knowledge-Based Systems 71, 345-365, 2014
2672014
Software Defect Prediction Using a Cost Sensitive Decision Forest and Voting
M Siers, MZ Islam
Information Systems 51, 62-71, 2015
1992015
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
1792013
Comparing sets of patterns with the Jaccard index
S Fletcher, MZ Islam
Australasian Journal of Information Systems 22, 2018
1722018
Decision Tree Classification with Differential Privacy: A Survey
S Fletcher, MZ Islam
ACM Computing Surveys 52 (4), 83:1 - 83:33, 2019
1662019
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
1562011
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
1382011
Forest PA: Constructing a Decision Forest by Penalizing Attributes used in Previous Trees
MN Adnan, MZ Islam
Expert Systems with Applications (ESWA), 2017
1322017
Missing Value Imputation using a Fuzzy Clustering Based EM Approach
MG Rahman, MZ Islam
Knowledge and Information Systems 46 (2), 389-422, 2015
1262015
Differentially Private Random Decision Forests using Smooth Sensitivity
S Fletcher, MZ Islam
Expert Systems with Applications (ESWA) 78, 16-31, 2016
1112016
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
1022011
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
982018
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
962021
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
862016
Advantages and limitations of genetic algorithms for clustering records
AH Beg, MZ Islam
2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA …, 2016
862016
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
792014
Privacy-preserving data mining
L Brankovic, MZ Islam, H Giggins
Security, Privacy, and Trust in Modern Data Management, 151-165, 2007
78*2007
Machine Learning in Precision Aggriculture: A Survey on Trends, Applications and Evaluations over Two Decades
S Condran, M Bewong, MZ Islam, L Maphosa, L Zheng
IEEE Access 10, 73786-73803, 2022
732022
A Differentially Private Decision Forest
S Fletcher, MZ Islam
In Proc. of the 13th Australasian Data Mining Conference (AusDM 15), 2015
612015
A novel quick seizure detection and localization through brain data mining on ECoG dataset
MK Siddiqui, MZ Islam, MA Kabir
Neural Computing and Applications 31, 5595-5608, 2019
592019
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