| 2026 | AAAI | Leveraging Sparse Observations to Predict Species Abundance Across Space and Time. | Md Zahidul Islam, Cameron S. Fletcher, Ke Sun, Amir Dezfouli, Iadine Chades |
| 2026 | WWW | Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection. | Jannatul Ferdous, Md. Rafiqul Islam, Md Zahidul Islam |
| 2025 | AusDM | DriftSense: Adaptive Drift Detection with Incremental Hoeffding Trees for Real-Time Spatial Crowdsourcing. | Md. Mujibur Rahman, Quazi Mamun, Michael Bewong, Md Zahidul Islam |
| 2025 | LCN | Enhancing Network Intrusion Detection: A Real-time Adaptive Framework for Temporal Evasion Attack Generation and Mitigation. | Md. Mehedi Hasan, Rafiqul Islam, Quazi Mamun, Md Zahidul Islam, Junbin Gao |
| 2025 | LCN | Implementing Practical Problem-Space Adversarial Attacks on Modern Network Intrusion Detection Systems. | Md. Mehedi Hasan, Rafiqul Islam, Quazi Mamun, Md Zahidul Islam, Junbin Gao |
| 2025 | VTC | Cross-Domain Adversarial Attacks: Translating Network Intrusion to CAN Bus Evasion in V2X Environments. | Md. Mehedi Hasan, Rafiqul Islam, Quazi Mamun, Md Zahidul Islam, Junbin Gao |
| 2025 | SMC | An Adaptive Learning System for Anomaly Detection in SDN. | Ehtesham Ferdous, Md Geaur Rahman, Adnan Mahmood, Sabih ur Rehman, Md Zahidul Islam |
| 2024 | DICTA | Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI. | Md Rakibul Islam, Abdullah Nazib, Riad Hassan, Abu Rumman Refat, Kien Nguyen Thanh, Clinton Fookes, Md Zahidul Islam |
| 2024 | DICTA | Deep Neural Network Based Adaptive Beamforming for Real-Time Speech Enhancement. | Md Mustakim Musully Pias, Tarek Hasan Al Mahmud, Md Shafiqul Islam, Khandaker Takdir Ahmed, Mohammed Jashim Uddin, Md. Alamgir Hossain, Md Zahidul Islam |
| 2024 | NCA | Enhancing Network Intrusion Detection Systems: A Real-time Adaptive Machine Learning Approach for Adversarial Packet-Mutation Mitigation. | Md. Mehedi Hasan, Md. Rafiqul Islam, Quazi Mamun, Md Zahidul Islam, Junbin Gao |
| 2024 | PERCOM | Optimization of UD-LDP with statistical prior knowledge. | Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam |
| 2024 | WWW | 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 |
| 2024 | WISE | MAPX: An Explainable Model-Agnostic Framework for Detecting False Information on Social Media Networks. | Sarah Condran, Michael Bewong, Selasi Kwashie, Md Zahidul Islam, Irfan Altas, Joshua Condran |
| 2024 | WISE | iCNN-LSTM: An Incremental CNN-LSTM Based Ransomware Detection System. | Jamil Ispahany, Md. Rafiqul Islam, M. Arif Khan, Md Zahidul Islam |
| 2024 | WISE | A Graph-Based Approach for Software Functionality Classification on the Web. | Yinhao Jiang, Michael Bewong, Arash Mahboubi, Sajal Halder, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Praveen Gauravaram, Jason Xue |
| 2024 | WISE | FUD-LDP: Fully User Driven Local Differential Privacy. | Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam |
| 2022 | ADMA | Signal Classification Using Smooth Coefficients of Multiple Wavelets to Achieve High Accuracy from Compressed Representation of Signal. | Paul Grant, Md Zahidul Islam |
| 2022 | AINA | 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 |
| 2022 | AusDM | WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. | Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam |
| 2022 | WCNC | Proof-of-Enough-Work Consensus Algorithm for Enhanced Transaction Processing in Blockchain. | Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam |
| 2021 | AusDM | PostMatch: A Framework for Efficient Address Matching. | Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere |
| 2020 | CEC | HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters. | Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro |
| 2020 | SIGIR | Evidence Weighted Tree Ensembles for Text Classification. | Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang |
| 2019 | ADMA | Clustering Noisy Temporal Data. | Paul Grant, Md Zahidul Islam |
| 2019 | ADMA | A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers. | Paul Grant, Md Zahidul Islam |
| 2019 | ADMA | DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. | Darren Yates, Md Zahidul Islam, Junbin Gao |
| 2019 | AusDM | Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing. | Storm Bartlett, Md Zahidul Islam |
| 2019 | AusDM | Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. | Darren Yates, Md Zahidul Islam |
| 2019 | CIKM | A Semantics Aware Random Forest for Text Classification. | Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang |
| 2019 | ICISSP | Privacy Preservation of Social Network Users Against Attribute Inference Attacks via Malicious Data Mining. | Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro |
| 2019 | ICISSP | 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 |
| 2019 | ICMLC | Discovering Emotional Logic Rules From Physiological Data of Individuals. | Nectarios Costadopoulos, Md Zahidul Islam, David Tien |
| 2019 | PAKDD | Semantic Explanations in Ensemble Learning. | Md Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang |
| 2018 | ADMA | On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm. | Md. Nasim Adnan, Md Zahidul Islam, Md. Mostofa Akbar |
| 2018 | AusDM | SPAARC: A Fast Decision Tree Algorithm. | Darren Yates, Md Zahidul Islam, Junbin Gao |
| 2018 | AusDM | Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. | Darren Yates, Md Zahidul Islam, Junbin Gao |
| 2018 | HCI | A Novel Hand Written Technique Using Touch-Less Finger Gesture Movement for Human Computer Interaction. | Y A Joarder, Md. Bipul Hossain, Mohammed Jashim Uddin, Md Zahidul Islam |
| 2017 | ADMA | Effects of Dynamic Subspacing in Random Forest. | Md. Nasim Adnan, Md Zahidul Islam |
| 2017 | ADMA | Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure. | Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir |
| 2017 | AusDM | Rank Forest: Systematic Attribute Sub-spacing in Decision Forest. | Zaheer Babar, Md Zahidul Islam, Sameen Mansha |
| 2017 | HCI | Enhancement of ANN-Based Offline Hand Written Character Recognition Using Gradient and Geometric Feature Extraction Techniques. | Y A Joarder, Paresh Chandra Barman, Md Zahidul Islam |
| 2017 | ISKE | Social media users' privacy against malicious data miners. | Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro |
| 2017 | SEC | 3LP: Three Layers of Protection for Individual Privacy in Facebook. | Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro |
| 2016 | ADMA | On Improving Random Forest for Hard-to-Classify Records. | Md. Nasim Adnan, Md Zahidul Islam |
| 2016 | ADMA | Addressing Class Imbalance and Cost Sensitivity in Software Defect Prediction by Combining Domain Costs and Balancing Costs. | Michael J. Siers, Md Zahidul Islam |
| 2016 | CEC | A novel genetic algorithm-based clustering technique and its suitability for knowledge discovery from a brain data set. | Abul Hashem Beg, Md Zahidul Islam |
| 2016 | CEC | Novel crossover and mutation operation in genetic algorithm for clustering. | Abul Hashem Beg, Md Zahidul Islam |
| 2016 | ESANN | Genetic Algorithm with Novel Crossover, Selection and Health Check for Clustering. | Abul Hashem Beg, Md Zahidul Islam |
| 2016 | ESANN | RBClust: High quality class-specific clustering using rule-based classification. | Michael J. Siers, Md Zahidul Islam |
| 2016 | PAKDD | Forest CERN: A New Decision Forest Building Technique. | Md. Nasim Adnan, Md Zahidul Islam |
| 2015 | AusDM | Complement Random Forest. | Md. Nasim Adnan, Md Zahidul Islam |
| 2015 | AusDM | A Differentially Private Decision Forest. | Sam Fletcher, Md Zahidul Islam |
| 2015 | AusDM | Multiple Imputation on Partitioned Datasets. | Michael Furner, Md Zahidul Islam |
| 2015 | AusDM | AWST: A Novel Attribute Weight Selection Technique for Data Clustering. | M. Anisur Rahman, Md Zahidul Islam |
| 2015 | ESANN | One-vs-all binarization technique in the context of random forest. | Md. Nasim Adnan, Md Zahidul Islam |
| 2015 | ESANN | 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 |
| 2014 | AusDM | Data Cleansing during Data Collection fromWireless Sensor Networks. | Md Zahidul Islam, Quazi Mamun, Md. Geaur Rahman |
| 2014 | AusDM | Hartigan's Method for K-modes Clustering and Its Advantages. | Zhengrong Xiang, Md Zahidul Islam |
| 2014 | ICAISC | DenClust: A Density Based Seed Selection Approach for K-Means. | Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier |
| 2014 | ICMLC | Extended Space Decision Tree. | Md. Nasim Adnan, Md Zahidul Islam, Paul Wing Hing Kwan |
| 2014 | ICPR | Quality Evaluation of an Anonymized Dataset. | Sam Fletcher, Md Zahidul Islam |
| 2014 | PKAW | The Performance of Objective Functions for Clustering Categorical Data. | Zhengrong Xiang, Md Zahidul Islam |
| 2014 | PRICAI | Cost Sensitive Decision Forest and Voting for Software Defect Prediction. | Michael J. Siers, Md Zahidul Islam |
| 2013 | ADMA | kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set. | Md. Geaur Rahman, Md Zahidul Islam |
| 2012 | AusDM | Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. | Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez |
| 2012 | AusDM | CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights. | Md Anisur Rahman, Md Zahidul Islam |
| 2012 | CADE | A One-Pass Tableau-Based Workflow Verification Framework. | Md Zahidul Islam, Wendy MacCaull |
| 2012 | IJCNN | CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection. | Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao |
| 2011 | AusDM | Knowledge Discovery through SysFor - a Systematically Developed Forest of Multiple Decision Trees. | Md Zahidul Islam, Helen Giggins |
| 2011 | AusDM | 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 |
| 2011 | AusDM | A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing. | Md. Geaur Rahman, Md Zahidul Islam |
| 2011 | AusDM | Seed-Detective: A Novel Clustering Technique Using High Quality Seed for K-Means on Categorical and Numerical Attributes. | Md Anisur Rahman, Md Zahidul Islam |
| 2011 | HCI | Upper Body Gesture Recognition for Human-Robot Interaction. | Chi-Min Oh, Md Zahidul Islam, Jun-Sung Lee, Chil-Woo Lee, In-So Kweon |
| 2010 | ACCV | Attenuated Sequential Importance Resampling (A-SIR) Algorithm for Object Tracking. | Md Zahidul Islam, Chi-Min Oh, Chil-Woo Lee |
| 2009 | HCI | New Integrated Framework for Video Based Moving Object Tracking. | Md Zahidul Islam, Chi-Min Oh, Chil-Woo Lee |