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ORCIDMd Zahidul Islam 0001
Zahidul Islam 0001 – Md Zahid Islam 0001 – Zahid Islam 0001
Person information
- affiliation: Charles Stuart University, Australia
Other persons with the same name
- Md Zahidul Islam (aka: Md. Zahidul Islam) — disambiguation page
- Md Zahidul Islam 0002 — Chonnam National University, South Korea
- Zahidul Islam — disambiguation page
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2020 – today
- 2025
[j57]Jared Newell, Sabih ur Rehman, Quazi Mamun, Md Zahid Islam:
EASL: Enhanced append-only skip list index for agile block data retrieval on blockchain. Future Gener. Comput. Syst. 164: 107554 (2025)- 2024
- [j56]Javeriah Saleem
, Md. Rafiqul Islam, Md Zahidul Islam:
Darknet Traffic Analysis: A Systematic Literature Review. IEEE Access 12: 42423-42452 (2024) - [j55]Jamil Ispahany, Md. Rafiqul Islam, Md Zahidul Islam, M. Arif Khan:
Ransomware Detection Using Machine Learning: A Review, Research Limitations and Future Directions. IEEE Access 12: 68785-68813 (2024) - [j54]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:
Deep and Shallow Learning Model-Based Sleep Apnea Diagnosis Systems: A Comprehensive Study. IEEE Access 12: 122959-122987 (2024) - [j53]Sudath Rohitha Heiyanthuduwage, Irfan Altas, Michael Bewong, Md Zahidul Islam, Oscar Blessed Deho:
Decision Trees in Federated Learning: Current State and Future Opportunities. IEEE Access 12: 127943-127965 (2024) - [j52]Jannatul Ferdous, Md. Rafiqul Islam, Arash Mahboubi, Md Zahid Islam:
AI-Based Ransomware Detection: A Comprehensive Review. IEEE Access 12: 136666-136695 (2024) - [j51]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: 108716 (2024) - [j50]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:
Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems. Comput. Secur. 140: 103754 (2024) - [j49]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: 111435 (2024) - [j48]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): 1815 (2024) - [c68]Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam:
Optimization of UD-LDP with statistical prior knowledge. PerCom Workshops 2024: 25-30 - [c67]Yinhao Jiang, Michael Bewong, Arash Mahboubi, Sajal Halder, Md. Rafiqul Islam, Md Zahidul Islam, Ryan H. L. Ip, Praveen Gauravaram, Jason Xue:
A Graph-Based Approach for Software Functionality Classification on the Web. WISE (5) 2024: 58-73 - [c66]Gnanakumar Thedchanamoorthy, Michael Bewong, Meisam Mohammady, Tanveer A. Zia, Md Zahidul Islam:
FUD-LDP: Fully User Driven Local Differential Privacy. WISE (5) 2024: 74-83 - [c65]Mohammad Zavid Parvez, Md. Rafiqul Islam, Md Zahid Islam:
CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment. WISE (4) 2024: 90-100 - [c64]Sarah Condran, Michael Bewong, Selasi Kwashie, Md Zahidul Islam, Irfan Altas, Joshua Condran:
MAPX: An Explainable Model-Agnostic Framework for Detecting False Information on Social Media Networks. WISE (2) 2024: 116-127 - [c63]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: 1779-1789 - [i25]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. CoRR abs/2402.07444 (2024) - [i24]Sarah Condran, Michael Bewong, Selasi Kwashie, Md Zahidul Islam, Irfan Altas, Joshua Condran:
MAPX: An explainable model-agnostic framework for the detection of false information on social media networks. CoRR abs/2409.08522 (2024) - [i23]Mohamamd Zavid Parvez, Rafiqul Islam, Md Zahidul Islam:
CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment. CoRR abs/2410.07900 (2024) - 2023
- [j47]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: 9113-9121 (2023) - [j46]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: 32826-32841 (2023) - [j45]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: 121118-121141 (2023) - [j44]Darren Yates, Md Zahidul Islam:
Data Mining on Smartphones: An Introduction and Survey. ACM Comput. Surv. 55(5): 101:1-101:38 (2023) - [j43]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): 120405 (2023) - [j42]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): 1555-1571 (2023) - [i22]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 abs/2302.06142 (2023) - [i21]Sudath Rohitha Heiyanthuduwage, Md Anisur Rahman, Md Zahidul Islam:
Enhancing Cluster Quality of Numerical Datasets with Domain Ontology. CoRR abs/2304.00653 (2023) - [i20]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 abs/2305.06528 (2023) - [i19]Jannatul Ferdous, Md. Rafiqul Islam, Maumita Bhattacharya, Md Zahidul Islam:
Malware Resistant Data Protection in Hyper-connected Networks: A survey. CoRR abs/2307.13164 (2023) - [i18]Javeriah Saleem, Md. Rafiqul Islam, Zahidul Islam:
Darknet Traffic Analysis A Systematic Literature Review. CoRR abs/2311.16276 (2023) - [i17]Paul Grant, Md Zahidul Islam:
Seizure detection from Electroencephalogram signals via Wavelets and Graph Theory metrics. CoRR abs/2312.00811 (2023) - 2022
- [j41]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: 44756-44777 (2022) - [j40]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: 71749-71763 (2022) - [j39]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: 73786-73803 (2022) - [j38]Md Geaur Rahman, Md Zahidul Islam:
Adaptive Decision Forest: An incremental machine learning framework. Pattern Recognit. 122: 108345 (2022) - [c62]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: 173-186 - [c61]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: 556-566 - [c60]Naureen Naqvi, Sabih ur Rehman, Md Zahidul Islam:
WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. AusDM 2022: 73-89 - [c59]Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam:
Proof-of-Enough-Work Consensus Algorithm for Enhanced Transaction Processing in Blockchain. WCNC 2022: 1188-1193 - [i16]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. CoRR abs/2201.07417 (2022) - [i15]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 abs/2203.01526 (2022) - 2021
- [j37]Muhammad Zubair Islam, Rashid Ali, Amir Haider, Md Zahidul Islam, Hyung Seok Kim:
PAKES: A Reinforcement Learning-Based Personalized Adaptability Knowledge Extraction Strategy for Adaptive Learning Systems. IEEE Access 9: 155123-155137 (2021) - [j36]Md. Habibur Rahman, Humayan Kabir Rana, Silong Peng, Md Golam Kibria, Md Zahidul Islam, S. M. Hasan Mahmud, Mohammad Ali Moni:
Bioinformatics and system biology approaches to identify pathophysiological impact of COVID-19 to the progression and severity of neurological diseases. Comput. Biol. Medicine 138: 104859 (2021) - [j35]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: 115236 (2021) - [j34]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): 17 (2021) - [j33]Darren Yates, Md Zahidul Islam:
FastForest: Increasing random forest processing speed while maintaining accuracy. Inf. Sci. 557: 130-152 (2021) - [j32]Md. Nasim Adnan, Ryan H. L. Ip, Michael Bewong, Md Zahidul Islam:
BDF: A new decision forest algorithm. Inf. Sci. 569: 687-705 (2021) - [j31]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): 843-858 (2021) - [j30]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): 12397-12427 (2021) - [j29]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): 4:1-4:31 (2021) - [c58]Darren Yates, Md Zahidul Islam, Yanchang Zhao, Richi Nayak, Vladimir Estivill-Castro, Salil S. Kanhere:
PostMatch: A Framework for Efficient Address Matching. AusDM 2021: 136-151 - [i14]Md Geaur Rahman, Md Zahidul Islam:
Adaptive Decision Forest: An Incremental Machine Learning Framework. CoRR abs/2101.11828 (2021) - [i13]Md Geaur Rahman, Md Zahidul Islam:
A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization. CoRR abs/2108.12293 (2021) - [i12]Paul Grant, Md Zahidul Islam:
Signal Classification using Smooth Coefficients of Multiple wavelets. CoRR abs/2109.09988 (2021) - [i11]Paul Grant, Md Zahidul Islam:
EEG Signal Processing using Wavelets for Accurate Seizure Detection through Cost Sensitive Data Mining. CoRR abs/2109.13818 (2021) - [i10]Jared Newell, Quazi Mamun, Sabih ur Rehman, Md Zahidul Islam:
A Generalised Logical Layered Architecture for Blockchain Technology. CoRR abs/2110.09615 (2021) - 2020
- [j28]Naureen Naqvi, Sabih ur Rehman, Zahid Islam:
A Hyperconnected Smart City Framework: Digital Resources Using Enhanced Pedagogical Techniques. Australas. J. Inf. Syst. 24 (2020) - [c57]Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro:
HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters. CEC 2020: 1-8 - [c56]Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang:
Evidence Weighted Tree Ensembles for Text Classification. SIGIR 2020: 1737-1740 - [i9]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 abs/2003.00411 (2020) - [i8]Abul Hashem Beg, Md Zahidul Islam, Vladimir Estivill-Castro:
Tree Index: A New Cluster Evaluation Technique. CoRR abs/2003.10841 (2020) - [i7]Mitchell D. Woodbright, Md Anisur Rahman, Md Zahidul Islam:
A Novel Incremental Clustering Technique with Concept Drift Detection. CoRR abs/2003.13225 (2020) - [i6]Darren Yates, Md Zahidul Islam:
FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy. CoRR abs/2004.02423 (2020) - [i5]Md. Delowar Hossain, Muhammad Ashad Kabir, Adnan Anwar, Md Zahidul Islam:
Detecting Autism Spectrum Disorder using Machine Learning. CoRR abs/2009.14499 (2020)
2010 – 2019
- 2019
- [j27]Sam Fletcher, Md Zahidul Islam:
Decision Tree Classification with Differential Privacy: A Survey. ACM Comput. Surv. 52(4): 83:1-83:33 (2019) - [j26]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): 5595-5608 (2019) - [c55]Paul Grant, Md Zahidul Islam:
Clustering Noisy Temporal Data. ADMA 2019: 185-194 - [c54]Paul Grant, Md Zahidul Islam:
A Novel Approach for Noisy Signal Classification Through the Use of Multiple Wavelets and Ensembles of Classifiers. ADMA 2019: 195-203 - [c53]Darren Yates, Md Zahidul Islam, Junbin Gao:
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. ADMA 2019: 828-838 - [c52]Storm Bartlett, Md Zahidul Islam:
Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing. AusDM 2019: 3-15 - [c51]Darren Yates, Md Zahidul Islam:
Readiness of Smartphones for Data Collection and Data Mining with an Example Application in Mental Health. AusDM 2019: 235-246 - [c50]Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang:
A Semantics Aware Random Forest for Text Classification. CIKM 2019: 1061-1070 - [c49]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: 230-249 - [c48]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: 412-420 - [c47]Nectarios Costadopoulos, Md Zahidul Islam, David Tien:
Discovering Emotional Logic Rules From Physiological Data of Individuals. ICMLC 2019: 1-7 - [c46]Nectarios Costadopoulos, Md Zahidul Islam, David Tien:
Using Z-score to Extract Human Readable Logic Rules from Physiological Data. KSE 2019: 1-6 - [c45]Md Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang:
Semantic Explanations in Ensemble Learning. PAKDD (1) 2019: 29-41 - [c44]Nectarios Costadopoulos, Md Zahidul Islam, David Tien:
Data mining and knowledge discovery from physiological sensors. PETRA 2019: 468-474 - [e2]Md. Rafiqul Islam, Yun Sing Koh, Yanchang Zhao, Warwick Graco, David Stirling, Chang-Tsun Li, Md Zahidul Islam:
Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28-30, 2018, Revised Selected Papers. Communications in Computer and Information Science 996, Springer 2019, ISBN 978-981-13-6660-4 [contents] - [i4]Darren Yates, Md Zahidul Islam, Junbin Gao:
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. CoRR abs/1906.03773 (2019) - 2018
- [j25]Sam Fletcher, Md Zahidul Islam:
Comparing sets of patterns with the Jaccard index. Australas. J. Inf. Syst. 22 (2018) - [j24]Md Anisur Rahman, Md Zahidul Islam:
Application of a density based clustering technique on biomedical datasets. Appl. Soft Comput. 73: 623-634 (2018) - [j23]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: 402-417 (2018) - [j22]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: 53-70 (2018) - [c43]Md. Nasim Adnan, Md Zahidul Islam, Md. Mostofa Akbar:
On Improving the Prediction Accuracy of a Decision Tree Using Genetic Algorithm. ADMA 2018: 80-94 - [c42]Darren Yates, Md Zahidul Islam, Junbin Gao:
SPAARC: A Fast Decision Tree Algorithm. AusDM 2018: 43-55 - [c41]Darren Yates, Md Zahidul Islam, Junbin Gao:
Implementation and Performance Analysis of Data-Mining Classification Algorithms on Smartphones. AusDM 2018: 331-343 - 2017
- [j21]Md. Nasim Adnan, Md Zahidul Islam:
ForEx++: A New Framework for Knowledge Discovery from Decision Forests. Australas. J. Inf. Syst. 21 (2017) - [j20]Kok-Leong Ong, Zahid Islam, Yanchang Zhao:
Preface to the Special Section of Selected Papers from the Australasian Conference on Data Mining (AusDM) 2016. Australas. J. Inf. Syst. 21 (2017) - [j19]Sam Fletcher, Md Zahidul Islam:
Differentially private random decision forests using smooth sensitivity. Expert Syst. Appl. 78: 16-31 (2017) - [j18]Md. Nasim Adnan, Md Zahidul Islam:
Forest PA: Constructing a decision forest by penalizing attributes used in previous trees. Expert Syst. Appl. 89: 389-403 (2017) - [j17]Sam Fletcher, Md Zahidul Islam:
Measuring Rule Retention in Anonymized Data - When One Measure Is Not Enough. Trans. Data Priv. 10(3): 175-201 (2017) - [c40]Md. Nasim Adnan, Md Zahidul Islam:
Effects of Dynamic Subspacing in Random Forest. ADMA 2017: 303-312 - [c39]Mohammad Khubeb Siddiqui, Md Zahidul Islam, Muhammad Ashad Kabir:
Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure. ADMA 2017: 386-398 - [c38]Zaheer Babar, Md Zahidul Islam, Sameen Mansha:
Rank Forest: Systematic Attribute Sub-spacing in Decision Forest. AusDM 2017: 24-37 - [c37]Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro:
Social media users' privacy against malicious data miners. ISKE 2017: 1-8 - [c36]Khondker Jahid Reza, Md Zahidul Islam, Vladimir Estivill-Castro:
3LP: Three Layers of Protection for Individual Privacy in Facebook. SEC 2017: 108-123 - 2016
- [j16]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) - [j15]Md. Geaur Rahman, Md Zahidul Islam:
Discretization of continuous attributes through low frequency numerical values and attribute interdependency. Expert Syst. Appl. 45: 410-423 (2016) - [j14]Md. Geaur Rahman, Md Zahidul Islam:
Missing value imputation using a fuzzy clustering-based EM approach. Knowl. Inf. Syst. 46(2): 389-422 (2016) - [j13]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: 86-97 (2016) - [j12]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: 61-78 (2016) - [c35]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: 156-171 - [c34]Md. Nasim Adnan, Md Zahidul Islam:
On Improving Random Forest for Hard-to-Classify Records. ADMA 2016: 558-566 - [c33]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: 948-956 - [c32]Abul Hashem Beg, Md Zahidul Islam:
Novel crossover and mutation operation in genetic algorithm for clustering. CEC 2016: 2114-2121 - [c31]Abul Hashem Beg, Md Zahidul Islam:
Genetic Algorithm with Novel Crossover, Selection and Health Check for Clustering. ESANN 2016 - [c30]Michael J. Siers, Md Zahidul Islam:
RBClust: High quality class-specific clustering using rule-based classification. ESANN 2016 - [c29]Md. Nasim Adnan, Md Zahidul Islam:
Forest CERN: A New Decision Forest Building Technique. PAKDD (1) 2016: 304-315 - [i3]Sam Fletcher, Md Zahidul Islam:
Differentially Private Random Decision Forests using Smooth Sensitivity. CoRR abs/1606.03572 (2016) - [i2]Sam Fletcher, Md Zahidul Islam:
Decision Tree Classification with Differential Privacy: A Survey. CoRR abs/1611.01919 (2016) - 2015
- [j11]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) - [j10]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: 62-71 (2015) - [j9]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): 113-128 (2015) - [j8]Sam Fletcher, Md Zahidul Islam:
An anonymization technique using intersected decision trees. J. King Saud Univ. Comput. Inf. Sci. 27(3): 297-304 (2015) - [j7]Yeslam Al-Saggaf, Md Zahidul Islam:
Data Mining and Privacy of Social Network Sites' Users: Implications of the Data Mining Problem. Sci. Eng. Ethics 21(4): 941-966 (2015) - [c28]Sam Fletcher, Md Zahidul Islam:
A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios. Australasian Conference on Artificial Intelligence 2015: 192-203 - [c27]Michael J. Siers, Md Zahidul Islam:
Standoff-Balancing: A Novel Class Imbalance Treatment Method Inspired by Military Strategy. Australasian Conference on Artificial Intelligence 2015: 517-525 - [c26]M. Anisur Rahman, Md Zahidul Islam:
AWST: A Novel Attribute Weight Selection Technique for Data Clustering. AusDM 2015: 51-58 - [c25]Michael Furner, Md Zahidul Islam:
Multiple Imputation on Partitioned Datasets. AusDM 2015: 59-68 - [c24]Md. Nasim Adnan, Md Zahidul Islam:
Complement Random Forest. AusDM 2015: 89-97 - [c23]Sam Fletcher, Md Zahidul Islam:
A Differentially Private Decision Forest. AusDM 2015: 99-108 - [c22]Md. Nasim Adnan, Md Zahidul Islam:
One-vs-all binarization technique in the context of random forest. ESANN 2015 - [c21]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 - [e1]Kok-Leong Ong, Yanchang Zhao, Md Glenn Stone, Md Zahidul Islam:
Thirteenth Australasian Data Mining Conference, AusDM 2015, Sydney, Australia, August 2015. CRPIT 168, Australian Computer Society 2015, ISBN 978-1-921770-18-0 [contents] - [i1]Sam Fletcher, Md Zahidul Islam:
Measuring pattern retention in anonymized data - where one measure is not enough. CoRR abs/1512.07721 (2015) - 2014
- [j6]Md. Geaur Rahman, Md Zahidul Islam:
FIMUS: A framework for imputing missing values using co-appearance, correlation and similarity analysis. Knowl. Based Syst. 56: 311-327 (2014) - [j5]Md Anisur Rahman, Md Zahidul Islam:
A hybrid clustering technique combining a novel genetic algorithm with K-Means. Knowl. Based Syst. 71: 345-365 (2014) - [c20]Zhengrong Xiang, Md Zahidul Islam:
Hartigan's Method for K-modes Clustering and Its Advantages. AusDM 2014: 25-30 - [c19]Md Zahidul Islam, Quazi Mamun, Md. Geaur Rahman:
Data Cleansing during Data Collection fromWireless Sensor Networks. AusDM 2014: 195-203 - [c18]Vladimir Estivill-Castro, Peter Hough, Md Zahidul Islam:
Empowering users of social networks to assess their privacy risks. IEEE BigData 2014: 644-649 - [c17]Md Anisur Rahman, Md Zahidul Islam, Terry Bossomaier:
DenClust: A Density Based Seed Selection Approach for K-Means. ICAISC (2) 2014: 784-795 - [c16]Md. Nasim Adnan, Md Zahidul Islam, Paul Wing Hing Kwan:
Extended Space Decision Tree. ICMLC (CCIS volume) 2014: 219-230 - [c15]Sam Fletcher, Md Zahidul Islam:
Quality Evaluation of an Anonymized Dataset. ICPR 2014: 3594-3599 - [c14]Zhengrong Xiang, Md Zahidul Islam:
The Performance of Objective Functions for Clustering Categorical Data. PKAW 2014: 16-28 - [c13]Michael J. Siers, Md Zahidul Islam:
Cost Sensitive Decision Forest and Voting for Software Defect Prediction. PRICAI 2014: 929-936 - 2013
- [j4]Md. Geaur Rahman, Md Zahidul Islam:
Missing value imputation using decision trees and decision forests by splitting and merging records: Two novel techniques. Knowl. Based Syst. 53: 51-65 (2013) - [c12]Md. Geaur Rahman, Md Zahidul Islam:
kDMI: A Novel Method for Missing Values Imputation Using Two Levels of Horizontal Partitioning in a Data set. ADMA (2) 2013: 250-263 - 2012
- [j3]Md Zahidul Islam, Ahmed Shah Mashiyat, Kashif Nizam Khan, S. M. Masud Karim:
A Tableau Based Automated Theorem Prover Using High Performance Computing. J. Comput. 7(3): 597-607 (2012) - [c11]Md Anisur Rahman, Md Zahidul Islam:
CRUDAW: A Novel Fuzzy Technique for Clustering Records Following User Defined Attribute Weights. AusDM 2012: 27-42 - [c10]Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez:
Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement. AusDM 2012: 199-208 - [c9]Md Zahidul Islam, Wendy MacCaull:
A One-Pass Tableau-Based Workflow Verification Framework. PAAR@IJCAR 2012: 58-71 - [c8]Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao:
CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection. IJCNN 2012: 1-10 - 2011
- [j2]Md Zahidul Islam, Ljiljana Brankovic:
Privacy preserving data mining: A noise addition framework using a novel clustering technique. Knowl. Based Syst. 24(8): 1214-1223 (2011) - [c7]Md. Geaur Rahman, Md Zahidul Islam:
A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing. AusDM 2011: 41-50 - [c6]Mahmood A. Khan, Md Zahidul Islam, Mohsin Hafeez:
Irrigation Water Demand Forecasting - A Data Pre-Processing and Data Mining Approach based on Spatio-Temporal Data. AusDM 2011: 183-194 - [c5]Md Zahidul Islam, Helen Giggins:
Knowledge Discovery through SysFor - a Systematically Developed Forest of Multiple Decision Trees. AusDM 2011: 195-204 - [c4]Md Anisur Rahman, Md Zahidul Islam:
Seed-Detective: A Novel Clustering Technique Using High Quality Seed for K-Means on Categorical and Numerical Attributes. AusDM 2011: 211-220 - 2010
- [c3]Tanveer A. Zia, Md Zahidul Islam:
Communal Reputation and Individual Trust (CRIT) in Wireless Sensor Networks. ARES 2010: 347-352 - [c2]Md Zahidul Islam:
EXPLORE: A Novel Decision Tree Classification Algorithm. BNCOD 2010: 55-71
2000 – 2009
- 2008
- [j1]Md. Rafiqul Islam, Md Zahidul Islam, Nazia Leyla:
A tree-based approach to matchmaking algorithms for resource discovery. Int. J. Netw. Manag. 18(5): 427-436 (2008) - 2007
- [p1]Ljiljana Brankovic, Md Zahidul Islam, Helen Giggins:
Privacy-Preserving Data Mining. Security, Privacy, and Trust in Modern Data Management 2007: 151-165 - 2004
- [c1]Md Zahidul Islam, Ljiljana Brankovic:
A Framework for Privacy Preserving Classification in Data Mining. ACSW 2004: 163-168
Coauthor Index
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