Md Zahidul Islam

Md Zahidul Islam, Vladimir Estivill-Castro, Khondker Jahid Reza, 2017, 2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE).

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

Md Zahidul Islam, Michael J. Siers, M. Islam, 2015, Australasian Conference on Artificial Intelligence.

Empowering users of social networks to assess their privacy risks

Vladimir Estivill-Castro, Md Zahidul Islam, Peter Hough, 2014, 2014 IEEE International Conference on Big Data (Big Data).

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

Tanveer A. Zia, Md Zahidul Islam, 2010, 2010 International Conference on Availability, Reliability and Security.

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

Md Zahidul Islam, Vladimir Estivill-Castro, Terry Bossomaier, 2018, Expert Syst. Appl..

Ieee Transactions on Knowledge and Data Engineering 1 Differentially Private Random Decision Forests Using Smooth Sensitivity

Md Zahidul Islam, Sam Fletcher, M. Islam, 2022 .

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

Md Zahidul Islam, Michael J. Siers, 2016, ADMA.

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

Md Zahidul Islam, Vladimir Estivill-Castro, Khondker Jahid Reza, 2019, ICISSP.

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

Steven D'Alessandro, Md Zahidul Islam, Leanne Carter, 2016, Australas. J. Inf. Syst..

Effects of Dynamic Subspacing in Random Forest

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2017, ADMA.

Clustering by genetic algorithm- high quality chromosome selection for initial population

Md Zahidul Islam, A. H. Beg, M. Islam, 2015, 2015 IEEE 10th Conference on Industrial Electronics and Applications (ICIEA).

Application of a density based clustering technique on biomedical datasets

Md Zahidul Islam, Md Anisur Rahman, M. Rahman, 2018, Appl. Soft Comput..

A comprehensive method for attribute space extension for Random Forest

Md Zahidul Islam, Md. Nasim Adnan, Md Nasim Adnan, 2014, 2014 17th International Conference on Computer and Information Technology (ICCIT).

Complement Random Forest

Md Zahidul Islam, Md. Nasim Adnan, 2015, AusDM.

The Performance of Objective Functions for Clustering Categorical Data

Zhengrong Xiang, Md Zahidul Islam, M. Islam, 2014, PKAW.

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

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2015, ESANN.

Cost Sensitive Decision Forest and Voting for Software Defect Prediction

Md Zahidul Islam, Michael J. Siers, 2014, PRICAI.

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

Md Zahidul Islam, Terry Bossomaier, Md Anisur Rahman, 2014, ICAISC.

Forest CERN: A New Decision Forest Building Technique

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2016, PAKDD.

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

Md Zahidul Islam, Abul Hashem Beg, A. H. Beg, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

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

Md Zahidul Islam, Yeslam Al-Saggaf, Yeslam Al‐Saggaf, 2014, Science and Engineering Ethics.

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

Md Zahidul Islam, Vladimir Estivill-Castro, Khondker Jahid Reza, 2019, ICISSP.

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

Md Zahidul Islam, Ljiljana Brankovic, L. Brankovic, 2011, Knowl. Based Syst..

A One-Pass Tableau-Based Workflow Verification Framework

Md Zahidul Islam, Wendy MacCaull, 2012, PAAR@IJCAR.

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

Md Zahidul Islam, Sam Fletcher, M. Islam, 2017, Trans. Data Priv..

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

Md Zahidul Islam, Sam Fletcher, 2015, ArXiv.

SPAARC: A Fast Decision Tree Algorithm

Junbin Gao, Md Zahidul Islam, Darren Yates, 2018, AusDM.

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

Md Zahidul Islam, Md. Nasim Adnan, Md. Mostofa Akbar, 2018, ADMA.

A motion detection algorithm for video-polysomnography to diagnose sleep disorder

Md Zahidul Islam, K. M. Talha Nahiyan, Md Adnan Kiber, 2015, 2015 18th International Conference on Computer and Information Technology (ICCIT).

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

Md Zahidul Islam, Sam Fletcher, M. Islam, 2015, Australasian Conference on Artificial Intelligence.

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

Md Zahidul Islam, Md Anisur Rahman, M. Rahman, 2012, AusDM.

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

Md Zahidul Islam, Md. Geaur Rahman, M. Islam, 2016, Expert Syst. Appl..

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

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2017, Expert Syst. Appl..

A Framework for Privacy Preserving Classification in Data Mining

Md Zahidul Islam, Ljiljana Brankovic, L. Brankovic, 2004, ACSW.

Quality Evaluation of an Anonymized Dataset

Md Zahidul Islam, Sam Fletcher, 2014, 2014 22nd International Conference on Pattern Recognition.

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

Md Zahidul Islam, Terry Bossomaier, Md Anisur Rahman, 2015, J. King Saud Univ. Comput. Inf. Sci..

Rank Forest: Systematic Attribute Sub-spacing in Decision Forest

Md Zahidul Islam, Sameen Mansha, Zaheer Babar, 2017, AusDM.

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

Md Zahidul Islam, Abul Hashem Beg, A. H. Beg, 2016, ESANN.

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

Zhengrong Xiang, Md Zahidul Islam, M. Islam, 2014, AusDM.

iDMI: A novel technique for missing value imputation using a decision tree and expectation-maximization algorithm

Md Zahidul Islam, Md. Geaur Rahman, Md Geaur Rahman, 2014, 16th Int'l Conf. Computer and Information Technology.

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

Md Zahidul Islam, Md. Geaur Rahman, M. Islam, 2013, Knowl. Based Syst..

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

Md Zahidul Islam, Oliver Kisalay Burmeister, Miriam Dayhew, 2015, Australas. J. Inf. Syst..

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

Junbin Gao, Md Zahidul Islam, Darren Yates, 2018, AusDM.

Discovering Emotional Logic Rules From Physiological Data of Individuals

David Tien, Md Zahidul Islam, Nectarios Costadopoulos, 2019, 2019 International Conference on Machine Learning and Cybernetics (ICMLC).

A Tableau Based Automated Theorem Prover Using High Performance Computing

Md Zahidul Islam, S. M. Masud Karim, Kashif Nizam Khan, 2012, J. Comput..

A tree-based approach to matchmaking algorithms for resource discovery

Md. Rafiqul Islam, Md Zahidul Islam, Nazia Leyla, 2008, Int. J. Netw. Manag..

Decision Tree Classification with Differential Privacy

Md Zahidul Islam, Sam Fletcher, M. Islam, 2016, ACM Comput. Surv..

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

Md Zahidul Islam, Vladimir Estivill-Castro, Khondker Jahid Reza, 2017, SEC.

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

Md Zahidul Islam, Michael J. Siers, M. Islam, 2015, Inf. Syst..

Novel crossover and mutation operation in genetic algorithm for clustering

Md Zahidul Islam, Abul Hashem Beg, A. H. Beg, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

On Improving Random Forest for Hard-to-Classify Records

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2016, ADMA.

Environmental & health effects of nuclear radiation and various aspects of nuclear power plant in Bangladesh

Md Zahidul Islam, Walid-Bin-Habib, Md Sahil Hassan, 2014, 2nd International Conference on Green Energy and Technology.

A Differentially Private Decision Forest

Md Zahidul Islam, Sam Fletcher, M. Islam, 2015, AusDM.

Clustering Noisy Temporal Data

Md Zahidul Islam, Paul Grant, M. Islam, 2019, ADMA.

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

Md Zahidul Islam, Md. Geaur Rahman, M. Islam, 2011, AusDM.

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

Md Zahidul Islam, Paul Grant, M. Islam, 2019, ADMA.

A Novel Hand Written Technique Using Touch-Less Finger Gesture Movement for Human Computer Interaction

Md Zahidul Islam, Y. A. Joarder, Md Jashim Uddin, 2018, HCI.

Data mining and knowledge discovery from physiological sensors

David Tien, Md Zahidul Islam, Nectarios Costadopoulos, 2019, PETRA.

AWST: A Novel Attribute Weight Selection Technique for Data Clustering

Md Zahidul Islam, M. Anisur Rahman, 2015, AusDM.

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

Md Zahidul Islam, Michael J. Siers, M. Islam, 2016, ESANN.

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

Md Zahidul Islam, Muhammad Ashad Kabir, Mohammad Khubeb Siddiqui, 2019, Neural Computing and Applications.

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

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2016, Knowl. Based Syst..

Branches of evolutionary algorithms and their effectiveness for clustering records

Md Zahidul Islam, A. H. Beg, M. Islam, 2016, 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA).

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

David Tien, Md Zahidul Islam, Nectarios Costadopoulos, 2019, 2019 11th International Conference on Knowledge and Systems Engineering (KSE).

Missing value imputation using a fuzzy clustering-based EM approach

Md Zahidul Islam, Md. Geaur Rahman, 2015, Knowledge and Information Systems.

Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure

Md Zahidul Islam, Muhammad Ashad Kabir, Mohammad Khubeb Siddiqui, 2017, ADMA.

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

Md Zahidul Islam, Vladimir Estivill-Castro, Abul Hashem Beg, 2016, Knowl. Based Syst..

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

Md Zahidul Islam, Md. Geaur Rahman, M. Islam, 2013, ADMA.

Extended Space Decision Tree

Md Zahidul Islam, Md. Nasim Adnan, Paul Wing Hing Kwan, 2014, ICMLC.

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

Md Zahidul Islam, Md. Geaur Rahman, M. Islam, 2014, Knowl. Based Syst..

Advantages and limitations of genetic algorithms for clustering records

Md Zahidul Islam, A. H. Beg, M. Islam, 2016, 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA).

Privacy-Preserving Data Mining

Md Zahidul Islam, Ljiljana Brankovic, Helen Giggins, 2007, Security, Privacy, and Trust in Modern Data Management.

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

Md Zahidul Islam, Helen Giggins, M. Islam, 2011, AusDM.

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

Md Zahidul Islam, Md Anisur Rahman, M. Rahman, 2014, Knowl. Based Syst..

Towards a standard Bangla PhotoOCR: Text detection and localization

Md Zahidul Islam, Amit Kumar Mondal, 2014, 2014 17th International Conference on Computer and Information Technology (ICCIT).

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

Md Zahidul Islam, Storm Bartlett, M. Islam, 2019, AusDM.

Comparing sets of patterns with the Jaccard index

Md Zahidul Islam, Sam Fletcher, M. Islam, 2018, Australas. J. Inf. Syst..

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

Md Zahidul Islam, Md Anisur Rahman, M. Rahman, 2011, AusDM.

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

Md Zahidul Islam, Md. Zahidul Islam, Mahmood A. Khan, 2012, AusDM.

Data mining approach in seizure detection

Md Zahidul Islam, Mohammad Khubeb Siddiqui, M. K. Siddiqui, 2016, 2016 IEEE Region 10 Conference (TENCON).

Adaptive Decision Forest: An Incremental Machine Learning Framework

Md Zahidul Islam, Md Geaur Rahman, 2022, Pattern Recognit..

BDF: A new decision forest algorithm

Md Zahidul Islam, Md. Nasim Adnan, Ryan H. L. Ip, 2021, Inf. Sci..

Detecting autism spectrum disorder using machine learning techniques

Md Zahidul Islam, Muhammad Ashad Kabir, Adnan Anwar, 2021, Health Inf. Sci. Syst..

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

David Tien, Md Zahidul Islam, Nectarios Costadopoulos, 2020, International Journal of Machine Learning and Cybernetics.