Md Zahidul Islam

161 papers A* 2A 1B 14C 10Misc 25Journal 86Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Ternary tree enhanced append-only skip list: A high-performance blockchain data search index. Inf. Sci. Jared Newell, Sabih ur Rehman, Quazi Mamun, Md Zahidul Islam
2025	J	`jnl`	A Sysmon Incremental Learning System for Ransomware Analysis and Detection. CoRR Jamil Ispahany, Md. Rafiqul Islam, M. Arif Khan, Md Zahidul Islam
2025	B	`conf`	An Adaptive Learning System for Anomaly Detection in SDN. SMC Ehtesham Ferdous, Md Geaur Rahman, Adnan Mahmood, Sabih ur Rehman, Md Zahidul Islam
2025	J	`jnl`	An Agnostic Interpretable Machine Learning for Knowledge Discovery Framework. IEEE Access Nectarios Costadopoulos, David Tien, Sabih ur Rehman, Md Zahidul Islam
2025	J	`jnl`	Corrections to "Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study". IEEE Access Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Pietro Liò, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni
2025	—	`conf`	Cross-Domain Adversarial Attacks: Translating Network Intrusion to CAN Bus Evasion in V2X Environments. VTC2025-Spring Md. Mehedi Hasan, Rafiqul Islam, Quazi Mamun, Md Zahidul Islam, Junbin Gao
2025	Misc	`conf`	DriftSense: Adaptive Drift Detection with Incremental Hoeffding Trees for Real-Time Spatial Crowdsourcing. AusDM Md. Mujibur Rahman, Quazi Mamun, Michael Bewong, Md Zahidul Islam
2025	J	`jnl`	Learning-based estimation of cattle weight gain and its influencing factors. Comput. Electron. Agric. Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R. McGrath, Md Zahidul Islam, David Lamb
2025	J	`jnl`	Learning-based estimation of cattle weight gain and its influencing factors. CoRR Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R. McGrath, Md Zahidul Islam, David Lamb
2025	J	`jnl`	Mob-based cattle weight gain forecasting using ML models. CoRR Muhammad Riaz Hasib Hossain, Rafiqul Islam, Shawn R. McGrath, Md Zahidul Islam, David Lamb
2025	J	`jnl`	Toward Privacy-Preserving Data Sharing - An Australian Healthcare Perspective. IEEE Access Kimley Foster, Nectarios Costadopoulos, Arash Mahboubi, Sabih ur Rehman, Md Zahidul Islam
2025	J	`jnl`	UD-LDP: A Technique for optimally catalyzing user driven Local Differential Privacy. Future Gener. Comput. Syst. Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam
2025	J	`jnl`	iCNN-LSTM+: A Batch-Based Incremental Ransomware Detection System Using Sysmon. IEEE Access Jamil Ispahany, Md. Rafiqul Islam, M. Arif Khan, Md Zahidul Islam
2025	J	`jnl`	iCNN-LSTM: A batch-based incremental ransomware detection system using Sysmon. CoRR Jamil Ispahany, Md. Rafiqul Islam, M. Arif Khan, Md Zahidul Islam
2024	—	`conf`	A Graph-Based Approach for Software Functionality Classification on the Web. WISE (5) Yinhao Jiang, Michael Bewong, Arash Mahboubi, Sajal Halder, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Praveen Gauravaram, Jason Xue
2024	J	`jnl`	CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment. CoRR Mohamamd Zavid Parvez, Rafiqul Islam, Md Zahidul Islam
2024	J	`jnl`	Darknet Traffic Analysis: A Systematic Literature Review. IEEE Access Javeriah Saleem, Md. Rafiqul Islam, Md Zahidul Islam
2024	J	`jnl`	Decision Trees in Federated Learning: Current State and Future Opportunities. IEEE Access Sudath Rohitha Heiyanthuduwage, Irfan Altas, Michael Bewong, Md Zahidul Islam, Oscar Blessed Deho
2024	J	`jnl`	Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study. IEEE Access Roksana Akter Raisa, Ayesha Siddika Rodela, Mohammad Abu Yousuf, A. K. M. Azad, Salem A. Alyami, Pietro Liò, Md Zahidul Islam, Ganna Pogrebna, Mohammad Ali Moni
2024	B	`conf`	Enhancing Network Intrusion Detection Systems: A Real-time Adaptive Machine Learning Approach for Adversarial Packet-Mutation Mitigation. NCA Md. Mehedi Hasan, Md. Rafiqul Islam, Quazi Mamun, Md Zahidul Islam, Junbin Gao
2024	J	`jnl`	Estimating the structural diversity introduced by decision forest algorithms : A probabilistic approach. Knowl. Based Syst. Ryan H. L. Ip, Michael Bewong, Md. Nasim Adnan, Md Zahidul Islam
2024	—	`conf`	FUD-LDP: Fully User Driven Local Differential Privacy. WISE (5) Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam
2024	J	`jnl`	Integrating Climate and Satellite Data for Multi-Temporal Pre-Harvest Prediction of Head Rice Yield in Australia. Remote. Sens. Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh
2024	—	`conf`	MAPX: An Explainable Model-Agnostic Framework for Detecting False Information on Social Media Networks. WISE (2) Sarah Condran, Michael Bewong, Selasi Kwashie, Md Zahidul Islam, Irfan Altas, Joshua Condran
2024	J	`jnl`	MAPX: An explainable model-agnostic framework for the detection of false information on social media networks. CoRR Sarah Condran, Michael Bewong, Selasi Kwashie, Md Zahidul Islam, Irfan Altas, Joshua Condran
2024	A*	`conf`	Malicious Package Detection using Metadata Information. WWW 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
2024	J	`jnl`	Malicious Package Detection using Metadata Information. CoRR 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
2024	—	`conf`	Optimization of UD-LDP with statistical prior knowledge. PerCom Workshops Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam
2024	J	`jnl`	Ransomware Detection Using Machine Learning: A Review, Research Limitations and Future Directions. IEEE Access Jamil Ispahany, Md. Rafiqul Islam, Md Zahidul Islam, M. Arif Khan
2024	J	`jnl`	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. Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh
2024	—	`conf`	iCNN-LSTM: An Incremental CNN-LSTM Based Ransomware Detection System. WISE (PhD Symposium, Demos and Workshops) Jamil Ispahany, Md. Rafiqul Islam, M. Arif Khan, Md Zahidul Islam
2023	J	`jnl`	A Framework for Supervised Heterogeneous Transfer Learning Using Dynamic Distribution Adaptation and Manifold Regularization. IEEE Trans. Serv. Comput. Md Geaur Rahman, Md Zahidul Islam
2023	J	`jnl`	A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms. IEEE Access Jannatul Ferdous, Md. Rafiqul Islam, Arash Mahboubi, Md Zahidul Islam
2023	J	`jnl`	A Semi-Automated Hybrid Schema Matching Framework for Vegetation Data Integration. CoRR Md. Asif-Ur-Rahman, Bayzid Ashik Hossain, Michael Bewong, Md Zahidul Islam, Yanchang Zhao, Jeremy Groves, Rory Judith
2023	J	`jnl`	A semi-automated hybrid schema matching framework for vegetation data integration. Expert Syst. Appl. Md. Asif-Ur-Rahman, Bayzid Ashik Hossain, Michael Bewong, Md Zahidul Islam, Yanchang Zhao, Jeremy Groves, Rory Judith
2023	J	`jnl`	Combined Location Online Weather Data: Easy-to-use Targeted Weather Analysis for Agriculture. CoRR Darren Yates, Christopher Blanchard, Allister Clarke, Sabih ur Rehman, Md Zahidul Islam, Russell Ford, Rob Walsh
2023	J	`jnl`	DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text. IEEE Access Michael Bewong, John Wondoh, Selasi Kwashie, Jixue Liu, Lin Liu, Jiuyong Li, Md Zahidul Islam, David Kernot
2023	J	`jnl`	Data Mining on Smartphones: An Introduction and Survey. ACM Comput. Surv. Darren Yates, Md Zahidul Islam
2023	J	`jnl`	Enhancing Cluster Quality of Numerical Datasets with Domain Ontology. CoRR Sudath Rohitha Heiyanthuduwage, Md Anisur Rahman, Md Zahidul Islam
2023	J	`jnl`	Malware Resistant Data Protection in Hyper-connected Networks: A survey. CoRR Jannatul Ferdous, Md. Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam
2023	J	`jnl`	On the Development of a Protection Profile Module for Encryption Key Management Components. IEEE Access Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
2023	J	`jnl`	Seizure detection from Electroencephalogram signals via Wavelets and Graph Theory metrics. CoRR Paul Grant, Md Zahidul Islam
2022	J	`jnl`	Adaptive Decision Forest: An incremental machine learning framework. Pattern Recognit. Md Geaur Rahman, Md Zahidul Islam
2022	J	`jnl`	Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges. IEEE Access Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
2022	J	`jnl`	Defining Security Requirements with the Common Criteria: Applications, Adoptions, and Challenges. CoRR Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
2022	J	`jnl`	How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond. IEEE Access Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
2022	J	`jnl`	How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond. CoRR Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong
2022	—	`conf`	Internet of Things and Microservices in Supply Chain: Cybersecurity Challenges, and Research Opportunities. AINA (3) Belal Alsinglawi, Lihong Zheng, Muhammad Ashad Kabir, Md Zahidul Islam, Dave Swain, Will Swain
2022	J	`jnl`	Machine Learning in Precision Agriculture: A Survey on Trends, Applications and Evaluations Over Two Decades. IEEE Access Sarah Condran, Michael Bewong, Md Zahidul Islam, Lancelot Maphosa, Lihong Zheng
2022	B	`conf`	Proof-of-Enough-Work Consensus Algorithm for Enhanced Transaction Processing in Blockchain. WCNC Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam
2022	—	`conf`	Signal Classification Using Smooth Coefficients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal. ADMA (2) Paul Grant, Md Zahidul Islam
2022	Misc	`conf`	WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. AusDM Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam
2021	J	`jnl`	A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization. CoRR Md Geaur Rahman, Md Zahidul Islam
2021	J	`jnl`	A Generalised Logical Layered Architecture for Blockchain Technology. CoRR Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam
2021	J	`jnl`	A knowledge discovery and visualisation method for unearthing emotional states from physiological data. Int. J. Mach. Learn. Cybern. Nectarios Costadopoulos, Md Zahidul Islam, David Tien
2021	J	`jnl`	Adaptive Decision Forest: An Incremental Machine Learning Framework. CoRR Md Geaur Rahman, Md Zahidul Islam
2021	J	`jnl`	Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases. Comput. Biol. Medicine Md. Habibur Rahman, Humayan Kabir Rana, Silong Peng, Md. Golam Kibria, Md Zahidul Islam, S. M. Hasan Mahmud, Mohammad Ali Moni
2021	J	`jnl`	Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity. ACM Trans. Knowl. Discov. Data Michael J. Siers, Md Zahidul Islam
2021	J	`jnl`	Detecting autism spectrum disorder using machine learning techniques. Health Inf. Sci. Syst. Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam
2021	J	`jnl`	EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining. CoRR Paul Grant, Md Zahidul Islam
2021	J	`jnl`	FastForest: Increasing random forest processing speed while maintaining accuracy. Inf. Sci. Darren Yates, Md Zahidul Islam
2021	J	`jnl`	Knowledge discovery and visualisation framework using machine learning for music information retrieval from broadcast radio data. Expert Syst. Appl. Michael Furner, Md Zahidul Islam, Chang-Tsun Li
2021	J	`jnl`	PAKES: A Reinforcement Learning-Based Personalized Adaptability Knowledge Extraction Strategy for Adaptive Learning Systems. IEEE Access Muhammad Zubair Islam, Rashid Ali, Amir Haider, Md Zahidul Islam, Hyung Seok Kim
2021	Misc	`conf`	PostMatch: A Framework for Efficient Address Matching. AusDM Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere
2021	J	`jnl`	Privacy protection of online social network users, against attribute inference attacks, through the use of a set of exhaustive rules. Neural Comput. Appl. Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
2021	J	`jnl`	Signal Classification using Smooth Coefficients of Multiple wavelets. CoRR Paul Grant, Md Zahidul Islam
2020	J	`jnl`	A Novel Incremental Clustering Technique with Concept Drift Detection. CoRR Mitchell D. Woodbright, Md Anisur Rahman, Md Zahidul Islam
2020	J	`jnl`	Data Pre-Processing and Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. CoRR Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez
2020	J	`jnl`	Detecting Autism Spectrum Disorder using Machine Learning. CoRR Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam
2020	A*	`conf`	Evidence Weighted Tree Ensembles for Text Classification. SIGIR Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang
2020	J	`jnl`	FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy. CoRR Darren Yates, Md Zahidul Islam
2020	B	`conf`	HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters. CEC Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro
2020	J	`jnl`	Tree Index: A New Cluster Evaluation Technique. CoRR Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro
2019	C	`conf`	A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers. ADMA Paul Grant, Md Zahidul Islam
2019	A	`conf`	A Semantics Aware Random Forest for Text Classification. CIKM Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang
2019	J	`jnl`	A novel quick seizure detection and localization through brain data mining on ECoG dataset. Neural Comput. Appl. Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir
2019	C	`conf`	Clustering Noisy Temporal Data. ADMA Paul Grant, Md Zahidul Islam
2019	Misc	`ed.`	Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers AusDM Md. Rafiqul Islam, Yun Sing Koh, Yanchang Zhao, Warwick Graco, David Stirling, Chang-Tsun Li, Md Zahidul Islam
2019	—	`conf`	Data mining and knowledge discovery from physiological sensors. PETRA Nectarios Costadopoulos, Md Zahidul Islam, David Tien
2019	C	`conf`	DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. ADMA Darren Yates, Md Zahidul Islam, Junbin Gao
2019	J	`jnl`	DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. CoRR Darren Yates, Md Zahidul Islam, Junbin Gao
2019	J	`jnl`	Decision Tree Classification with Differential Privacy: A Survey. ACM Comput. Surv. Sam Fletcher, Md Zahidul Islam
2019	Misc	`conf`	Discovering Emotional Logic Rules From Physiological Data of Individuals. ICMLC Nectarios Costadopoulos, Md Zahidul Islam, David Tien
2019	Misc	`conf`	Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing. AusDM Storm Bartlett, Md Zahidul Islam
2019	C	`conf`	Privacy Preservation of Social Network Users Against Attribute Inference Attacks via Malicious Data Mining. ICISSP Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
2019	—	`conf`	Protection of User-Defined Sensitive Attributes on Online Social Networks Against Attribute Inference Attack via Adversarial Data Mining. ICISSP (Revised Selected Papers) Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
2019	Misc	`conf`	Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. AusDM Darren Yates, Md Zahidul Islam
2019	—	`conf`	Semantic Explanations in Ensemble Learning. PAKDD (1) Md Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang
2019	—	`conf`	Using Z-score to Extract Human Readable Logic Rules from Physiological Data. KSE Nectarios Costadopoulos, Md Zahidul Islam, David Tien
2018	J	`jnl`	Application of a density based clustering technique on biomedical datasets. Appl. Soft Comput. Md Anisur Rahman, Md Zahidul Islam
2018	J	`jnl`	Combining K-Means and a genetic algorithm through a novel arrangement of genetic operators for high quality clustering. Expert Syst. Appl. Md Zahidul Islam, Vladimir Estivill-Castro, Md Anisur Rahman, Terry Bossomaier
2018	J	`jnl`	Comparing sets of patterns with the Jaccard index. Australas. J. Inf. Syst. Sam Fletcher, Md Zahidul Islam
2018	Misc	`conf`	Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. AusDM Darren Yates, Md Zahidul Islam, Junbin Gao
2018	J	`jnl`	Novel algorithms for cost-sensitive classification and knowledge discovery in class imbalanced datasets with an application to NASA software defects. Inf. Sci. Michael J. Siers, Md Zahidul Islam
2018	C	`conf`	On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm. ADMA Md. Nasim Adnan, Md Zahidul Islam, Md. Mostofa Akbar
2018	Misc	`conf`	SPAARC: A Fast Decision Tree Algorithm. AusDM Darren Yates, Md Zahidul Islam, Junbin Gao
2017	Misc	`conf`	3LP: Three Layers of Protection for Individual Privacy in Facebook. SEC Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
2017	C	`conf`	Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure. ADMA Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir
2017	J	`jnl`	Differentially private random decision forests using smooth sensitivity. Expert Syst. Appl. Sam Fletcher, Md Zahidul Islam
2017	C	`conf`	Effects of Dynamic Subspacing in Random Forest. ADMA Md. Nasim Adnan, Md Zahidul Islam
2017	J	`jnl`	ForEx++: A New Framework for Knowledge Discovery from Decision Forests. Australas. J. Inf. Syst. Md. Nasim Adnan, Md Zahidul Islam
2017	J	`jnl`	Forest PA: Constructing a decision forest by penalizing attributes used in previous trees. Expert Syst. Appl. Md. Nasim Adnan, Md Zahidul Islam
2017	J	`jnl`	Measuring Rule Retention in Anonymized Data - When One Measure Is Not Enough. Trans. Data Priv. Sam Fletcher, Md Zahidul Islam
2017	Misc	`conf`	Rank Forest: Systematic Attribute Sub-spacing in Decision Forest. AusDM Zaheer Babar, Md Zahidul Islam, Sameen Mansha
2017	Misc	`conf`	Social media users' privacy against malicious data miners. ISKE Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro
2016	B	`conf`	A novel genetic algorithm-based clustering technique and its suitability for knowledge discovery from a brain data set. CEC Abul Hashem Beg, Md Zahidul Islam
2016	C	`conf`	Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs. ADMA Michael J. Siers, Md Zahidul Islam
2016	J	`jnl`	Brand Switching Pattern Discovery by Data Mining Techniques for the Telecommunication Industry in Australia. Australas. J. Inf. Syst. Md Zahidul Islam, Steven D'Alessandro, Michael Furner, Lester Johnson, David Gray, Leanne Carter
2016	J	`jnl`	Decision Tree Classification with Differential Privacy: A Survey. CoRR Sam Fletcher, Md Zahidul Islam
2016	J	`jnl`	Differentially Private Random Decision Forests using Smooth Sensitivity. CoRR Sam Fletcher, Md Zahidul Islam
2016	J	`jnl`	Discretization of continuous attributes through low frequency numerical values and attribute interdependency. Expert Syst. Appl. Md. Geaur Rahman, Md Zahidul Islam
2016	—	`conf`	Forest CERN: A New Decision Forest Building Technique. PAKDD (1) Md. Nasim Adnan, Md Zahidul Islam
2016	B	`conf`	Genetic Algorithm with Novel Crossover, Selection and Health Check for Clustering. ESANN Abul Hashem Beg, Md Zahidul Islam
2016	J	`jnl`	Genetic algorithm with healthy population and multiple streams sharing information for clustering. Knowl. Based Syst. Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro
2016	J	`jnl`	Missing value imputation using a fuzzy clustering-based EM approach. Knowl. Inf. Syst. Md. Geaur Rahman, Md Zahidul Islam
2016	B	`conf`	Novel crossover and mutation operation in genetic algorithm for clustering. CEC Abul Hashem Beg, Md Zahidul Islam
2016	C	`conf`	On Improving Random Forest for Hard-to-Classify Records. ADMA Md. Nasim Adnan, Md Zahidul Islam
2016	J	`jnl`	Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm. Knowl. Based Syst. Md. Nasim Adnan, Md Zahidul Islam
2016	B	`conf`	RBClust: High quality class-specific clustering using rule-based classification. ESANN Michael J. Siers, Md Zahidul Islam
2015	Misc	`conf`	A Differentially Private Decision Forest. AusDM Sam Fletcher, Md Zahidul Islam
2015	—	`conf`	A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios. Australasian Conference on Artificial Intelligence Sam Fletcher, Md Zahidul Islam
2015	Misc	`conf`	AWST: A Novel Attribute Weight Selection Technique for Data Clustering. AusDM M. Anisur Rahman, Md Zahidul Islam
2015	J	`jnl`	An anonymization technique using intersected decision trees. J. King Saud Univ. Comput. Inf. Sci. Sam Fletcher, Md Zahidul Islam
2015	Misc	`conf`	Complement Random Forest. AusDM Md. Nasim Adnan, Md Zahidul Islam
2015	J	`jnl`	Data Mining and Privacy of Social Network Sites' Users: Implications of the Data Mining Problem. Sci. Eng. Ethics Yeslam Al-Saggaf, Md Zahidul Islam
2015	J	`jnl`	Enhancing client welfare through better communication of private mental health data between rural service providers. Australas. J. Inf. Syst. Oliver Kisalay Burmeister, Md Zahidul Islam, Miriam Dayhew, Merrilyn Crichton
2015	B	`conf`	Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets. ESANN Md. Nasim Adnan, Md Zahidul Islam
2015	J	`jnl`	Measuring pattern retention in anonymized data - where one measure is not enough. CoRR Sam Fletcher, Md Zahidul Islam
2015	J	`jnl`	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. Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier
2015	Misc	`conf`	Multiple Imputation on Partitioned Datasets. AusDM Michael Furner, Md Zahidul Islam
2015	B	`conf`	One-vs-all binarization technique in the context of random forest. ESANN Md. Nasim Adnan, Md Zahidul Islam
2015	J	`jnl`	Software defect prediction using a cost sensitive decision forest and voting, and a potential solution to the class imbalance problem. Inf. Syst. Michael J. Siers, Md Zahidul Islam
2015	—	`conf`	Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy. Australasian Conference on Artificial Intelligence Michael J. Siers, Md Zahidul Islam
2015	Misc	`ed.`	Thirteenth Australasian Data Mining Conference, AusDM 2015, Sydney, Australia, August 2015 AusDM Kok-Leong Ong, Yanchang Zhao, Md Glenn Stone, Md Zahidul Islam
2014	J	`jnl`	A hybrid clustering technique combining a novel genetic algorithm with K-Means. Knowl. Based Syst. Md Anisur Rahman, Md Zahidul Islam
2014	B	`conf`	Cost Sensitive Decision Forest and Voting for Software Defect Prediction. PRICAI Michael J. Siers, Md Zahidul Islam
2014	Misc	`conf`	Data Cleansing during Data Collection fromWireless Sensor Networks. AusDM Md Zahidul Islam, Quazi Mamun, Md. Geaur Rahman
2014	—	`conf`	DenClust: A Density Based Seed Selection Approach for K-Means. ICAISC (2) Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier
2014	—	`conf`	Empowering users of social networks to assess their privacy risks. IEEE BigData Vladimir Estivill-Castro, Peter Hough, Md Zahidul Islam
2014	—	`conf`	Extended Space Decision Tree. ICMLC (CCIS volume) Md. Nasim Adnan, Md Zahidul Islam, Paul Wing Hing Kwan
2014	J	`jnl`	FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis. Knowl. Based Syst. Md. Geaur Rahman, Md Zahidul Islam
2014	Misc	`conf`	Hartigan's Method for K-modes Clustering and Its Advantages. AusDM Zhengrong Xiang, Md Zahidul Islam
2014	B	`conf`	Quality Evaluation of an Anonymized Dataset. ICPR Sam Fletcher, Md Zahidul Islam
2014	C	`conf`	The Performance of Objective Functions for Clustering Categorical Data. PKAW Zhengrong Xiang, Md Zahidul Islam
2013	J	`jnl`	Missing value imputation using decision trees and decision forests by splitting and merging records: Two novel techniques. Knowl. Based Syst. Md. Geaur Rahman, Md Zahidul Islam
2013	—	`conf`	kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set. ADMA (2) Md. Geaur Rahman, Md Zahidul Islam
2012	—	`conf`	A One-Pass Tableau-Based Workflow Verification Framework. PAAR@IJCAR Md Zahidul Islam, Wendy MacCaull
2012	J	`jnl`	A Tableau Based Automated Theorem Prover Using High Performance Computing. J. Comput. Md Zahidul Islam, Ahmed Shah Mashiyat, Kashif Nizam Khan, S. M. Masud Karim
2012	B	`conf`	CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection. IJCNN Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao
2012	Misc	`conf`	CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights. AusDM Md Anisur Rahman, Md Zahidul Islam
2012	Misc	`conf`	Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. AusDM Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez
2011	Misc	`conf`	A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing. AusDM Md. Geaur Rahman, Md Zahidul Islam
2011	Misc	`conf`	Irrigation Water Demand Forecasting - A Data Pre-Processing and Data Mining Approach based on Spatio-Temporal Data. AusDM Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez
2011	Misc	`conf`	Knowledge Discovery through SysFor - a Systematically Developed Forest of Multiple Decision Trees. AusDM Md Zahidul Islam, Helen Giggins
2011	J	`jnl`	Privacy preserving data mining: A noise addition framework using a novel clustering technique. Knowl. Based Syst. Md Zahidul Islam, Ljiljana Brankovic
2011	Misc	`conf`	Seed-Detective: A Novel Clustering Technique Using High Quality Seed for K-Means on Categorical and Numerical Attributes. AusDM Md Anisur Rahman, Md Zahidul Islam
2010	B	`conf`	Communal Reputation and Individual Trust (CRIT) in Wireless Sensor Networks. ARES Tanveer A. Zia, Md Zahidul Islam
2010	—	`conf`	EXPLORE: A Novel Decision Tree Classification Algorithm. BNCOD Md Zahidul Islam
2008	J	`jnl`	A tree-based approach to matchmaking algorithms for resource discovery. Int. J. Netw. Manag. Md. Rafiqul Islam, Md Zahidul Islam, Nazia Leyla
2007	—	`ch.`	Privacy-Preserving Data Mining. Security, Privacy, and Trust in Modern Data Management Ljiljana Brankovic, Md Zahidul Islam, Helen Giggins
2004	—	`conf`	A Framework for Privacy Preserving Classification in Data Mining. ACSW Md Zahidul Islam, Ljiljana Brankovic