Md Zahidul Islam

According to our database, Md Zahidul Islam authored at least 131 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Integrating Climate and Satellite Data for Multi-Temporal Pre-Harvest Prediction of Head Rice Yield in Australia.

Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh

Remote. Sens., May, 2024

Estimating the structural diversity introduced by decision forest algorithms : A probabilistic approach.

Ryan H. L. Ip, Michael Bewong, Md. Nasim Adnan, Md Zahidul Islam

Knowl. Based Syst., 2024

CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment.

Mohamamd Zavid Parvez, Rafiqul Islam, Md Zahidul Islam

CoRR, 2024

MAPX: An explainable model-agnostic framework for the detection of false information on social media networks.

Sarah Condran, Michael Bewong, Selasi Kwashie, Md Zahidul Islam, Irfan Altas, Joshua Condran

CoRR, 2024

Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems.

Hang Thanh Bui, Hamed Aboutorab, Arash Mahboubi, Yansong Gao, Nazatul Haque Sultan, Aufeef Chauhan, Mohammad Zavid Parvez, Michael Bewong, Rafiqul Islam, Zahidul Islam, Seyit Ahmet Çamtepe, Praveen Gauravaram, Dineshkumar Singh, Muhammad Ali Babar, Shihao Yan

Comput. Secur., 2024

The effect of dataset construction and data pre-processing on the eXtreme Gradient Boosting algorithm applied to head rice yield prediction in Australia.

Allister Clarke, Darren Yates, Christopher Blanchard, Md Zahidul Islam, Russell Ford, Sabih ur Rehman, Rob Walsh

Comput. Electron. Agric., 2024

Darknet Traffic Analysis: A Systematic Literature Review.

Javeriah Saleem, Md. Rafiqul Islam, Md Zahidul Islam

IEEE Access, 2024

Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study.

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

IEEE Access, 2024

Decision Trees in Federated Learning: Current State and Future Opportunities.

Sudath Rohitha Heiyanthuduwage, Irfan Altas, Michael Bewong, Md Zahidul Islam, Oscar Blessed Deho

IEEE Access, 2024

AI-Based Ransomware Detection: A Comprehensive Review.

Jannatul Ferdous, Md. Rafiqul Islam, Arash Mahboubi, Md Zahid Islam

IEEE Access, 2024

Malicious Package Detection using Metadata Information.

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

Proceedings of the ACM on Web Conference 2024, 2024

Optimization of UD-LDP with statistical prior knowledge.

Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

2023

A semi-automated hybrid schema matching framework for vegetation data integration.

Md. Asif-Ur-Rahman, Bayzid Ashik Hossain, Michael Bewong, Md Zahidul Islam, Yanchang Zhao, Jeremy Groves, Rory Judith

Expert Syst. Appl., November, 2023

A Framework for Supervised Heterogeneous Transfer Learning Using Dynamic Distribution Adaptation and Manifold Regularization.

Md Geaur Rahman, Md Zahidul Islam

IEEE Trans. Serv. Comput., 2023

Data Mining on Smartphones: An Introduction and Survey.

Darren Yates, Md Zahidul Islam

ACM Comput. Surv., 2023

Seizure detection from Electroencephalogram signals via Wavelets and Graph Theory metrics.

Paul Grant, Md Zahidul Islam

CoRR, 2023

Malware Resistant Data Protection in Hyper-connected Networks: A survey.

Jannatul Ferdous, Md. Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam

CoRR, 2023

Enhancing Cluster Quality of Numerical Datasets with Domain Ontology.

Sudath Rohitha Heiyanthuduwage, Md Anisur Rahman, Md Zahidul Islam

CoRR, 2023

Combined Location Online Weather Data: Easy-to-use Targeted Weather Analysis for Agriculture.

Darren Yates, Christopher Blanchard, Allister Clarke, Sabih ur Rehman, Md Zahidul Islam, Russell Ford, Rob Walsh

CoRR, 2023

On the Development of a Protection Profile Module for Encryption Key Management Components.

Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong

IEEE Access, 2023

A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms.

Jannatul Ferdous, Md. Rafiqul Islam, Arash Mahboubi, Md Zahidul Islam

IEEE Access, 2023

DATM: A Novel Data Agnostic Topic Modeling Technique With Improved Effectiveness for Both Short and Long Text.

Michael Bewong, John Wondoh, Selasi Kwashie, Jixue Liu, Lin Liu, Jiuyong Li, Md Zahidul Islam, David Kernot

IEEE Access, 2023

2022

Adaptive Decision Forest: An incremental machine learning framework.

Md Geaur Rahman, Md Zahidul Islam

Pattern Recognit., 2022

Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges.

Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong

IEEE Access, 2022

How Do Organizations Seek Cyber Assurance? Investigations on the Adoption of the Common Criteria and Beyond.

Nan Sun, Chang-Tsun Li, Hin Chan, Md Zahidul Islam, Md. Rafiqul Islam, Warren Armstrong

IEEE Access, 2022

Machine Learning in Precision Agriculture: A Survey on Trends, Applications and Evaluations Over Two Decades.

Sarah Condran, Michael Bewong, Md Zahidul Islam, Lancelot Maphosa, Lihong Zheng

IEEE Access, 2022

Proof-of-Enough-Work Consensus Algorithm for Enhanced Transaction Processing in Blockchain.

Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows.

Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

Internet of Things and Microservices in Supply Chain: Cybersecurity Challenges, and Research Opportunities.

Belal Alsinglawi, Lihong Zheng, Muhammad Ashad Kabir, Md Zahidul Islam, Dave Swain, Will Swain

Proceedings of the Advanced Information Networking and Applications, 2022

Signal Classification Using Smooth Coefficients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal.

Paul Grant, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021

Class Imbalance and Cost-Sensitive Decision Trees: A Unified Survey Based on a Core Similarity.

Michael J. Siers, Md Zahidul Islam

ACM Trans. Knowl. Discov. Data, 2021

Privacy protection of online social network users, against attribute inference attacks, through the use of a set of exhaustive rules.

Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro

Neural Comput. Appl., 2021

A knowledge discovery and visualisation method for unearthing emotional states from physiological data.

Nectarios Costadopoulos, Md Zahidul Islam, David Tien

Int. J. Mach. Learn. Cybern., 2021

FastForest: Increasing random forest processing speed while maintaining accuracy.

Darren Yates, Md Zahidul Islam

Inf. Sci., 2021

<i>BDF</i>: A new decision forest algorithm.

Md. Nasim Adnan, Ryan H. L. Ip, Michael Bewong, Md Zahidul Islam

Inf. Sci., 2021

Detecting autism spectrum disorder using machine learning techniques.

Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam

Health Inf. Sci. Syst., 2021

Knowledge discovery and visualisation framework using machine learning for music information retrieval from broadcast radio data.

Michael Furner, Md Zahidul Islam, Chang-Tsun Li

Expert Syst. Appl., 2021

A Generalised Logical Layered Architecture for Blockchain Technology.

Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam

CoRR, 2021

EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining.

Paul Grant, Md Zahidul Islam

CoRR, 2021

Signal Classification using Smooth Coefficients of Multiple wavelets.

Paul Grant, Md Zahidul Islam

CoRR, 2021

Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases.

Md. Habibur Rahman, Humayan Kabir Rana, Silong Peng, Md Golam Kibria, Md Zahidul Islam, S. M. Hasan Mahmud, Mohammad Ali Moni

Comput. Biol. Medicine, 2021

PAKES: A Reinforcement Learning-Based Personalized Adaptability Knowledge Extraction Strategy for Adaptive Learning Systems.

Muhammad Zubair Islam, Rashid Ali, Amir Haider, Md Zahidul Islam, Hyung Seok Kim

IEEE Access, 2021

PostMatch: A Framework for Efficient Address Matching.

Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere

Proceedings of the Data Mining, 2021

2020

Detecting Autism Spectrum Disorder using Machine Learning.

Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam

CoRR, 2020

A Novel Incremental Clustering Technique with Concept Drift Detection.

Mitchell D. Woodbright, Md Anisur Rahman, Md Zahidul Islam

CoRR, 2020

Tree Index: A New Cluster Evaluation Technique.

Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro

CoRR, 2020

Data Pre-Processing and Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement.

Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez

CoRR, 2020

A Hyperconnected Smart City Framework: Digital Resources Using Enhanced Pedagogical Techniques.

Naureen Naqvi, Sabih ur Rehman, Zahid Islam

Australas. J. Inf. Syst., 2020

HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters.

Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A novel quick seizure detection and localization through brain data mining on ECoG dataset.

Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir

Neural Comput. Appl., 2019

Decision Tree Classification with Differential Privacy: A Survey.

Sam Fletcher, Md Zahidul Islam

ACM Comput. Surv., 2019

Data mining and knowledge discovery from physiological sensors.

Nectarios Costadopoulos, Md Zahidul Islam, David Tien

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

Using Z-score to Extract Human Readable Logic Rules from Physiological Data.

Nectarios Costadopoulos, Md Zahidul Islam, David Tien

Proceedings of the 11th International Conference on Knowledge and Systems Engineering, 2019

Discovering Emotional Logic Rules From Physiological Data of Individuals.

Nectarios Costadopoulos, Md Zahidul Islam, David Tien

Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

Protection of User-Defined Sensitive Attributes on Online Social Networks Against Attribute Inference Attack via Adversarial Data Mining.

Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro

Proceedings of the Information Systems Security and Privacy - 5th International Conference, 2019

Privacy Preservation of Social Network Users Against Attribute Inference Attacks via Malicious Data Mining.

Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro

Proceedings of the 5th International Conference on Information Systems Security and Privacy, 2019

Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health.

Darren Yates, Md Zahidul Islam

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing.

Storm Bartlett, Md Zahidul Islam

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets.

Darren Yates, Md Zahidul Islam, Junbin Gao

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers.

Paul Grant, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Clustering Noisy Temporal Data.

Paul Grant, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Novel algorithms for cost-sensitive classification and knowledge discovery in class imbalanced datasets with an application to NASA software defects.

Michael J. Siers, Md Zahidul Islam

Inf. Sci., 2018

Combining K-Means and a genetic algorithm through a novel arrangement of genetic operators for high quality clustering.

Md Zahidul Islam, Vladimir Estivill-Castro, Md Anisur Rahman, Terry Bossomaier

Expert Syst. Appl., 2018

Application of a density based clustering technique on biomedical datasets.

Md Anisur Rahman, Md Zahidul Islam

Appl. Soft Comput., 2018

Comparing sets of patterns with the Jaccard index.

Sam Fletcher, Md Zahidul Islam

Australas. J. Inf. Syst., 2018

Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones.

Darren Yates, Md Zahidul Islam, Junbin Gao

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

SPAARC: A Fast Decision Tree Algorithm.

Darren Yates, Md Zahidul Islam, Junbin Gao

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm.

Md. Nasim Adnan, Md Zahidul Islam, Md. Mostofa Akbar

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

2017

Measuring Rule Retention in Anonymized Data - When One Measure Is Not Enough.

Sam Fletcher, Md Zahidul Islam

Trans. Data Priv., 2017

Differentially private random decision forests using smooth sensitivity.

Sam Fletcher, Md Zahidul Islam

Expert Syst. Appl., 2017

Forest PA: Constructing a decision forest by penalizing attributes used in previous trees.

Md. Nasim Adnan, Md Zahidul Islam

Expert Syst. Appl., 2017

Preface to the Special Section of Selected Papers from the Australasian Conference on Data Mining (AusDM) 2016.

Kok-Leong Ong, Zahid Islam, Yanchang Zhao

Australas. J. Inf. Syst., 2017

ForEx++: A New Framework for Knowledge Discovery from Decision Forests.

Md. Nasim Adnan, Md Zahidul Islam

Australas. J. Inf. Syst., 2017

3LP: Three Layers of Protection for Individual Privacy in Facebook.

Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro

Proceedings of the ICT Systems Security and Privacy Protection, 2017

Social media users' privacy against malicious data miners.

Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Rank Forest: Systematic Attribute Sub-spacing in Decision Forest.

Zaheer Babar, Md Zahidul Islam, Sameen Mansha

Proceedings of the Data Mining, 2017

Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure.

Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

Effects of Dynamic Subspacing in Random Forest.

Md. Nasim Adnan, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

Genetic algorithm with healthy population and multiple streams sharing information for clustering.

Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro

Knowl. Based Syst., 2016

Optimizing the number of trees in a decision forest to discover a subforest with high ensemble accuracy using a genetic algorithm.

Md. Nasim Adnan, Md Zahidul Islam

Knowl. Based Syst., 2016

Missing value imputation using a fuzzy clustering-based EM approach.

Md. Geaur Rahman, Md Zahidul Islam

Knowl. Inf. Syst., 2016

Discretization of continuous attributes through low frequency numerical values and attribute interdependency.

Md. Geaur Rahman, Md Zahidul Islam

Expert Syst. Appl., 2016

Brand Switching Pattern Discovery by Data Mining Techniques for the Telecommunication Industry in Australia.

Md Zahidul Islam, Steven D'Alessandro, Michael Furner, Lester Johnson, David Gray, Leanne Carter

Australas. J. Inf. Syst., 2016

Forest CERN: A New Decision Forest Building Technique.

Md. Nasim Adnan, Md Zahidul Islam

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

RBClust: High quality class-specific clustering using rule-based classification.

Michael J. Siers, Md Zahidul Islam

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Genetic Algorithm with Novel Crossover, Selection and Health Check for Clustering.

Abul Hashem Beg, Md Zahidul Islam

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Novel crossover and mutation operation in genetic algorithm for clustering.

Abul Hashem Beg, Md Zahidul Islam

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A novel genetic algorithm-based clustering technique and its suitability for knowledge discovery from a brain data set.

Abul Hashem Beg, Md Zahidul Islam

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs.

Michael J. Siers, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

On Improving Random Forest for Hard-to-Classify Records.

Md. Nasim Adnan, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

Data Mining and Privacy of Social Network Sites' Users: Implications of the Data Mining Problem.

Yeslam Al-Saggaf, Md Zahidul Islam

Sci. Eng. Ethics, 2015

ModEx and Seed-Detective: Two novel techniques for high quality clustering by using good initial seeds in K-Means.

Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier

J. King Saud Univ. Comput. Inf. Sci., 2015

An anonymization technique using intersected decision trees.

Sam Fletcher, Md Zahidul Islam

J. King Saud Univ. Comput. Inf. Sci., 2015

Software defect prediction using a cost sensitive decision forest and voting, and a potential solution to the class imbalance problem.

Michael J. Siers, Md Zahidul Islam

Inf. Syst., 2015

Measuring pattern retention in anonymized data - where one measure is not enough.

Sam Fletcher, Md Zahidul Islam

CoRR, 2015

Enhancing client welfare through better communication of private mental health data between rural service providers.

Oliver Kisalay Burmeister, Md Zahidul Islam, Miriam Dayhew, Merrilyn Crichton

Australas. J. Inf. Syst., 2015

Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets.

Md. Nasim Adnan, Md Zahidul Islam

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

One-vs-all binarization technique in the context of random forest.

Md. Nasim Adnan, Md Zahidul Islam

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

AWST: A Novel Attribute Weight Selection Technique for Data Clustering.

M. Anisur Rahman, Md Zahidul Islam

Proceedings of the Thirteenth Australasian Data Mining Conference, 2015

Multiple Imputation on Partitioned Datasets.

Michael Furner, Md Zahidul Islam

Proceedings of the Thirteenth Australasian Data Mining Conference, 2015

A Differentially Private Decision Forest.

Sam Fletcher, Md Zahidul Islam

Proceedings of the Thirteenth Australasian Data Mining Conference, 2015

Complement Random Forest.

Md. Nasim Adnan, Md Zahidul Islam

Proceedings of the Thirteenth Australasian Data Mining Conference, 2015

Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy.

Michael J. Siers, Md Zahidul Islam

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios.

Sam Fletcher, Md Zahidul Islam

Proceedings of the AI 2015: Advances in Artificial Intelligence, 2015

2014

A hybrid clustering technique combining a novel genetic algorithm with K-Means.

Md Anisur Rahman, Md Zahidul Islam

Knowl. Based Syst., 2014

FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis.

Md. Geaur Rahman, Md Zahidul Islam

Knowl. Based Syst., 2014

Cost Sensitive Decision Forest and Voting for Software Defect Prediction.

Michael J. Siers, Md Zahidul Islam

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

The Performance of Objective Functions for Clustering Categorical Data.

Zhengrong Xiang, Md Zahidul Islam

Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2014

Quality Evaluation of an Anonymized Dataset.

Sam Fletcher, Md Zahidul Islam

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Extended Space Decision Tree.

Md. Nasim Adnan, Md Zahidul Islam, Paul Wing Hing Kwan

Proceedings of the Machine Learning and Cybernetics, 2014

DenClust: A Density Based Seed Selection Approach for K-Means.

Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Empowering users of social networks to assess their privacy risks.

Vladimir Estivill-Castro, Peter Hough, Md Zahidul Islam

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Hartigan's Method for K-modes Clustering and Its Advantages.

Zhengrong Xiang, Md Zahidul Islam

Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

Data Cleansing during Data Collection fromWireless Sensor Networks.

Md Zahidul Islam, Quazi Mamun, Md. Geaur Rahman

Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

2013

Missing value imputation using decision trees and decision forests by splitting and merging records: Two novel techniques.

Md. Geaur Rahman, Md Zahidul Islam

Knowl. Based Syst., 2013

kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set.

Md. Geaur Rahman, Md Zahidul Islam

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012

A Tableau Based Automated Theorem Prover Using High Performance Computing.

Md Zahidul Islam, Ahmed Shah Mashiyat, Kashif Nizam Khan, S. M. Masud Karim

J. Comput., 2012

CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection.

Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

A One-Pass Tableau-Based Workflow Verification Framework.

Md Zahidul Islam, Wendy MacCaull

Proceedings of the Third Workshop on Practical Aspects of Automated Reasoning, 2012

CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights.

Md Anisur Rahman, Md Zahidul Islam

Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement.

Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez

Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

2011

Privacy preserving data mining: A noise addition framework using a novel clustering technique.

Md Zahidul Islam, Ljiljana Brankovic

Knowl. Based Syst., 2011

Seed-Detective: A Novel Clustering Technique Using High Quality Seed for K-Means on Categorical and Numerical Attributes.

Md Anisur Rahman, Md Zahidul Islam

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing.

Md. Geaur Rahman, Md Zahidul Islam

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

Irrigation Water Demand Forecasting - A Data Pre-Processing and Data Mining Approach based on Spatio-Temporal Data.

Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

Knowledge Discovery through SysFor - a Systematically Developed Forest of Multiple Decision Trees.

Md Zahidul Islam, Helen Giggins

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010

EXPLORE: A Novel Decision Tree Classification Algorithm.

Md Zahidul Islam

Proceedings of the Data Security and Security Data, 2010

Communal Reputation and Individual Trust (CRIT) in Wireless Sensor Networks.

Tanveer A. Zia, Md Zahidul Islam

Proceedings of the ARES 2010, 2010

2008

A tree-based approach to matchmaking algorithms for resource discovery.

Md. Rafiqul Islam, Md Zahidul Islam, Nazia Leyla

Int. J. Netw. Manag., 2008

2007

Privacy-Preserving Data Mining.

Ljiljana Brankovic, Md Zahidul Islam, Helen Giggins

Proceedings of the Security, Privacy, and Trust in Modern Data Management, 2007

2004

A Framework for Privacy Preserving Classification in Data Mining.

Md Zahidul Islam, Ljiljana Brankovic

Proceedings of the ACSW Frontiers 2004, 2004 ACSW Workshops, 2004