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Md Zahidul 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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Journal Articles
- 2024
- [j51]Javeriah Saleem
, Md. Rafiqul Islam
, Md Zahidul Islam
:
Darknet Traffic Analysis: A Systematic Literature Review. IEEE Access 12: 42423-42452 (2024) - [j50]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) - [j49]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) - [j48]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) - [j47]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) - 2023
- [j46]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) - [j45]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) - [j44]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) - [j43]Darren Yates
, Md Zahidul Islam
:
Data Mining on Smartphones: An Introduction and Survey. ACM Comput. Surv. 55(5): 101:1-101:38 (2023) - [j42]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) - [j41]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) - 2022
- [j40]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) - [j39]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) - [j38]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) - [j37]Md Geaur Rahman
, Md Zahidul Islam
:
Adaptive Decision Forest: An incremental machine learning framework. Pattern Recognit. 122: 108345 (2022) - 2021
- [j36]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) - [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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 2024
- [c61]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 - [c60]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 - 2022
- [c59]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 - [c58]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 - [c57]Naureen Naqvi, Sabih ur Rehman
, Md Zahidul Islam
:
WinDrift: Early Detection of Concept Drift Using Corresponding and Hierarchical Time Windows. AusDM 2022: 73-89 - [c56]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 - 2021
- [c55]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 - 2020
- [c54]Abul Hashem Beg, Md Zahidul Islam
, Vladimir Estivill-Castro:
HeMI ++: A Genetic Algorithm based Clustering Technique for Sensible Clusters. CEC 2020: 1-8 - 2019
- [c53]Paul Grant, Md Zahidul Islam
:
Clustering Noisy Temporal Data. ADMA 2019: 185-194 - [c52]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 - [c51]Darren Yates, Md Zahidul Islam
, Junbin Gao:
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. ADMA 2019: 828-838 - [c50]Storm Bartlett, Md Zahidul Islam
:
Improving Clustering via a Fine-Grained Parallel Genetic Algorithm with Information Sharing. AusDM 2019: 3-15 - [c49]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 - [c48]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 - [c47]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 - [c46]Nectarios Costadopoulos
, Md Zahidul Islam
, David Tien:
Discovering Emotional Logic Rules From Physiological Data of Individuals. ICMLC 2019: 1-7 - [c45]Nectarios Costadopoulos
, Md Zahidul Islam
, David Tien:
Using Z-score to Extract Human Readable Logic Rules from Physiological Data. KSE 2019: 1-6 - [c44]Nectarios Costadopoulos
, Md Zahidul Islam
, David Tien:
Data mining and knowledge discovery from physiological sensors. PETRA 2019: 468-474 - 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
- [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
- [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 - 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 - 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
- [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
- [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
- [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 - 2004
- [c1]Md Zahidul Islam, Ljiljana Brankovic:
A Framework for Privacy Preserving Classification in Data Mining. ACSW 2004: 163-168
Parts in Books or Collections
- 2007
- [p1]Ljiljana Brankovic, Md Zahidul Islam, Helen Giggins:
Privacy-Preserving Data Mining. Security, Privacy, and Trust in Modern Data Management 2007: 151-165
Editorship
- 2019
- [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] - 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]
Informal and Other Publications
- 2024
- [i23]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) - 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
- [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
- [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
- [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) - 2019
- [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) - 2016
- [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
- [i1]Sam Fletcher, Md Zahidul Islam:
Measuring pattern retention in anonymized data - where one measure is not enough. CoRR abs/1512.07721 (2015)
Coauthor Index
aka: Md Geaur Rahman
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