Md Zahidul Islam

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 88

Top Venues

Publications

Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh
Integrating Climate and Satellite Data for Multi-Temporal Pre-Harvest Prediction of Head Rice Yield in Australia. Remote. Sens. 16 (10) (2024)
Javeriah Saleem, Md. Rafiqul Islam, Md Zahidul Islam
Darknet Traffic Analysis: A Systematic Literature Review. IEEE Access 12 (2024)
Sajal Halder, Michael Bewong, Arash Mahboubi, Yinhao Jiang, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Muhammad Ejaz Ahmed, Gowri Sankar Ramachandran, Muhammad Ali Babar
Malicious Package Detection using Metadata Information. WWW (2024)
Ryan H. L. Ip, Michael Bewong, Md. Nasim Adnan, Md Zahidul Islam
Estimating the structural diversity introduced by decision forest algorithms : A probabilistic approach. Knowl. Based Syst. 286 (2024)
Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh
The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia. Comput. Electron. Agric. 219 (2024)
Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam
Optimization of UD-LDP with statistical prior knowledge. PerCom Workshops (2024)
Md. Asif-Ur-Rahman, Bayzid Ashik Hossain, Michael Bewong, Md Zahidul Islam, Yanchang Zhao, Jeremy Groves, Rory Judith
A semi-automated hybrid schema matching framework for vegetation data integration. Expert Syst. Appl. 229 (Part A) (2023)
Darren Yates, Md Zahidul Islam
Data Mining on Smartphones: An Introduction and Survey. ACM Comput. Surv. 55 (5) (2023)
Jannatul Ferdous, Md. Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam
Malware Resistant Data Protection in Hyper-connected Networks: A survey. CoRR (2023)
Md. Asif-Ur-Rahman, Bayzid Ashik Hossain, Michael Bewong, Md Zahidul Islam, Yanchang Zhao, Jeremy Groves, Rory Judith
A Semi-Automated Hybrid Schema Matching Framework for Vegetation Data Integration. CoRR (2023)
Sudath Rohitha Heiyanthuduwage, Md Anisur Rahman, Md Zahidul Islam
Enhancing Cluster Quality of Numerical Datasets with Domain Ontology. CoRR (2023)
Michael Bewong, John Wondoh, Selasi Kwashie, Jixue Liu, Lin Liu, Jiuyong Li, Md Zahidul Islam, David Kernot
DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text. IEEE Access 11 (2023)
Jannatul Ferdous, Md. Rafiqul Islam, Arash Mahboubi, Md Zahidul Islam
A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms. IEEE Access 11 (2023)
Paul Grant, Md Zahidul Islam
Seizure detection from Electroencephalogram signals via Wavelets and Graph Theory metrics. CoRR (2023)
Darren Yates, Christopher Blanchard, Allister Clarke, Sabih-Ur Rehman, Md Zahidul Islam, Russell Ford, Rob Walsh
Combined Location Online Weather Data: Easy-to-use Targeted Weather Analysis for Agriculture. CoRR (2023)
Md Geaur Rahman, Md Zahidul Islam
A Framework for Supervised Heterogeneous Transfer Learning Using Dynamic Distribution Adaptation and Manifold Regularization. IEEE Trans. Serv. Comput. 16 (3) (2023)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
On the Development of a Protection Profile Module for Encryption Key Management Components. IEEE Access 11 (2023)
Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam
Proof-of-Enough-Work Consensus Algorithm for Enhanced Transaction Processing in Blockchain. WCNC (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
How Do Organizations Seek Cyber Assurance? - Investigations on the Adoption of the Common Criteria and Beyond. CoRR (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges. IEEE Access 10 (2022)
Sarah Condran, Michael Bewong, Md Zahidul Islam, Lancelot Maphosa, Lihong Zheng
Machine Learning in Precision Agriculture: A Survey on Trends, Applications and Evaluations Over Two Decades. IEEE Access 10 (2022)
Belal Alsinglawi, Lihong Zheng, Muhammad Ashad Kabir, Md Zahidul Islam, Dave Swain, Will Swain
Internet of Things and Microservices in Supply Chain: Cybersecurity Challenges, and Research Opportunities. AINA (3) (2022)
Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam
WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. AusDM (2022)
Md Geaur Rahman, Md Zahidul Islam
Adaptive Decision Forest: An incremental machine learning framework. Pattern Recognit. 122 (2022)
Paul Grant, Md Zahidul Islam
Signal Classification Using Smooth Coefficients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal. ADMA (2) (2022)
Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond. IEEE Access 10 (2022)
Md Geaur Rahman, Md Zahidul Islam
A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization. CoRR (2021)
Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
Privacy protection of online social network users, against attribute inference attacks, through the use of a set of exhaustive rules. Neural Comput. Appl. 33 (19) (2021)
Darren Yates, Md Zahidul Islam
FastForest: Increasing random forest processing speed while maintaining accuracy. Inf. Sci. 557 (2021)
Paul Grant, Md Zahidul Islam
Signal Classification using Smooth Coefficients of Multiple wavelets. CoRR (2021)
Paul Grant, Md Zahidul Islam
EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining. CoRR (2021)
Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam
Detecting autism spectrum disorder using machine learning techniques. Health Inf. Sci. Syst. 9 (1) (2021)
Md Geaur Rahman, Md Zahidul Islam
Adaptive Decision Forest: An Incremental Machine Learning Framework. CoRR (2021)
Michael J. Siers, Md Zahidul Islam
Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam
A Generalised Logical Layered Architecture for Blockchain Technology. CoRR (2021)
Michael Furner, Md Zahidul Islam, Chang-Tsun Li
Knowledge discovery and visualisation framework using machine learning for music information retrieval from broadcast radio data. Expert Syst. Appl. 182 (2021)
Nectarios Costadopoulos, Md Zahidul Islam, David Tien
A knowledge discovery and visualisation method for unearthing emotional states from physiological data. Int. J. Mach. Learn. Cybern. 12 (3) (2021)
Md. Nasim Adnan, Ryan H. L. Ip, Michael Bewong, Md Zahidul Islam
: A new decision forest algorithm. Inf. Sci. 569 (2021)
Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere
PostMatch: A Framework for Efficient Address Matching. AusDM (2021)
Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez
Data Pre-Processing and Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. CoRR (2020)
Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam
Detecting Autism Spectrum Disorder using Machine Learning. CoRR (2020)
Mitchell D. Woodbright, Md Anisur Rahman, Md Zahidul Islam
A Novel Incremental Clustering Technique with Concept Drift Detection. CoRR (2020)
Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro
HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters. CEC (2020)
Darren Yates, Md Zahidul Islam
FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy. CoRR (2020)
Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro
Tree Index: A New Cluster Evaluation Technique. CoRR (2020)
Darren Yates, Md Zahidul Islam, Junbin Gao
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. ADMA (2019)
Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
Privacy Preservation of Social Network Users Against Attribute Inference Attacks via Malicious Data Mining. ICISSP (2019)
Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
Protection of User-Defined Sensitive Attributes on Online Social Networks Against Attribute Inference Attack via Adversarial Data Mining. ICISSP (Revised Selected Papers) (2019)
Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir
A novel quick seizure detection and localization through brain data mining on ECoG dataset. Neural Comput. Appl. 31 (9) (2019)
Nectarios Costadopoulos, Md Zahidul Islam, David Tien
Discovering Emotional Logic Rules From Physiological Data of Individuals. ICMLC (2019)
Paul Grant, Md Zahidul Islam
A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers. ADMA (2019)
Darren Yates, Md Zahidul Islam
Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. AusDM (2019)
Sam Fletcher, Md Zahidul Islam
Decision Tree Classification with Differential Privacy: A Survey. ACM Comput. Surv. 52 (4) (2019)
Paul Grant, Md Zahidul Islam
Clustering Noisy Temporal Data. ADMA (2019)
Storm Bartlett, Md Zahidul Islam
Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing. AusDM (2019)
Darren Yates, Md Zahidul Islam, Junbin Gao
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. CoRR (2019)
Nectarios Costadopoulos, Md Zahidul Islam, David Tien
Using Z-score to Extract Human Readable Logic Rules from Physiological Data. KSE (2019)
Nectarios Costadopoulos, Md Zahidul Islam, David Tien
Data mining and knowledge discovery from physiological sensors. PETRA (2019)
Michael J. Siers, Md Zahidul Islam
Novel algorithms for cost-sensitive classification and knowledge discovery in class imbalanced datasets with an application to NASA software defects. Inf. Sci. 459 (2018)
Md. Nasim Adnan, Md Zahidul Islam, Md. Mostofa Akbar
On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm. ADMA (2018)
Darren Yates, Md Zahidul Islam, Junbin Gao
Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. AusDM (2018)
Sam Fletcher, Md Zahidul Islam
Comparing sets of patterns with the Jaccard index. Australas. J. Inf. Syst. 22 (2018)
Md Zahidul Islam, Vladimir Estivill-Castro, Md Anisur Rahman, Terry Bossomaier
Combining K-Means and a genetic algorithm through a novel arrangement of genetic operators for high quality clustering. Expert Syst. Appl. 91 (2018)
Darren Yates, Md Zahidul Islam, Junbin Gao
SPAARC: A Fast Decision Tree Algorithm. AusDM (2018)
Md Anisur Rahman, Md Zahidul Islam
Application of a density based clustering technique on biomedical datasets. Appl. Soft Comput. 73 (2018)
Sam Fletcher, Md Zahidul Islam
Differentially private random decision forests using smooth sensitivity. Expert Syst. Appl. 78 (2017)
Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
3LP: Three Layers of Protection for Individual Privacy in Facebook. SEC (2017)
Md. Nasim Adnan, Md Zahidul Islam
ForEx++: A New Framework for Knowledge Discovery from Decision Forests. Australas. J. Inf. Syst. 21 (2017)
Md. Nasim Adnan, Md Zahidul Islam
Effects of Dynamic Subspacing in Random Forest. ADMA (2017)
Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
Social media users' privacy against malicious data miners. ISKE (2017)
Zaheer Babar, Md Zahidul Islam, Sameen Mansha
Rank Forest: Systematic Attribute Sub-spacing in Decision Forest. AusDM (2017)
Md. Nasim Adnan, Md Zahidul Islam
Forest PA: Constructing a decision forest by penalizing attributes used in previous trees. Expert Syst. Appl. 89 (2017)
Sam Fletcher, Md Zahidul Islam
Measuring Rule Retention in Anonymized Data - When One Measure Is Not Enough. Trans. Data Priv. 10 (3) (2017)
Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir
Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure. ADMA (2017)
Sam Fletcher, Md Zahidul Islam
Differentially Private Random Decision Forests using Smooth Sensitivity. CoRR (2016)
Md. Nasim Adnan, Md Zahidul Islam
Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm. Knowl. Based Syst. 110 (2016)
Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro
Genetic algorithm with healthy population and multiple streams sharing information for clustering. Knowl. Based Syst. 114 (2016)
Md. Geaur Rahman, Md Zahidul Islam
Discretization of continuous attributes through low frequency numerical values and attribute interdependency. Expert Syst. Appl. 45 (2016)
Michael J. Siers, Md Zahidul Islam
RBClust: High quality class-specific clustering using rule-based classification. ESANN (2016)
Sam Fletcher, Md Zahidul Islam
Decision Tree Classification with Differential Privacy: A Survey. CoRR (2016)
Michael J. Siers, Md Zahidul Islam
Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs. ADMA (2016)
Md Zahidul Islam, Steven D'Alessandro, Michael Furner, Lester Johnson, David Gray, Leanne Carter
Brand Switching Pattern Discovery by Data Mining Techniques for the Telecommunication Industry in Australia. Australas. J. Inf. Syst. 20 (2016)
Md. Geaur Rahman, Md Zahidul Islam
Missing value imputation using a fuzzy clustering-based EM approach. Knowl. Inf. Syst. 46 (2) (2016)
Abul Hashem Beg, Md Zahidul Islam
Novel crossover and mutation operation in genetic algorithm for clustering. CEC (2016)
Abul Hashem Beg, Md Zahidul Islam
A novel genetic algorithm-based clustering technique and its suitability for knowledge discovery from a brain data set. CEC (2016)
Md. Nasim Adnan, Md Zahidul Islam
Forest CERN: A New Decision Forest Building Technique. PAKDD (1) (2016)
Md. Nasim Adnan, Md Zahidul Islam
On Improving Random Forest for Hard-to-Classify Records. ADMA (2016)
Abul Hashem Beg, Md Zahidul Islam
Genetic Algorithm with Novel Crossover, Selection and Health Check for Clustering. ESANN (2016)
Michael Furner, Md Zahidul Islam
Multiple Imputation on Partitioned Datasets. AusDM (2015)
Md. Nasim Adnan, Md Zahidul Islam
One-vs-all binarization technique in the context of random forest. ESANN (2015)
M. Anisur Rahman, Md Zahidul Islam
AWST: A Novel Attribute Weight Selection Technique for Data Clustering. AusDM (2015)
Md. Nasim Adnan, Md Zahidul Islam
Complement Random Forest. AusDM (2015)
Sam Fletcher, Md Zahidul Islam
A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios. Australasian Conference on Artificial Intelligence (2015)
Michael J. Siers, Md Zahidul Islam
Software defect prediction using a cost sensitive decision forest and voting, and a potential solution to the class imbalance problem. Inf. Syst. 51 (2015)
Michael J. Siers, Md Zahidul Islam
Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy. Australasian Conference on Artificial Intelligence (2015)
Sam Fletcher, Md Zahidul Islam
An anonymization technique using intersected decision trees. J. King Saud Univ. Comput. Inf. Sci. 27 (3) (2015)
Sam Fletcher, Md Zahidul Islam
A Differentially Private Decision Forest. AusDM (2015)
Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier
ModEx and Seed-Detective: Two novel techniques for high quality clustering by using good initial seeds in K-Means. J. King Saud Univ. Comput. Inf. Sci. 27 (2) (2015)
Oliver Kisalay Burmeister, Md Zahidul Islam, Miriam Dayhew, Merrilyn Crichton
Enhancing client welfare through better communication of private mental health data between rural service providers. Australas. J. Inf. Syst. 19 (2015)
Md. Nasim Adnan, Md Zahidul Islam
Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets. ESANN (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Md Zahidul Islam