M. Islam

发表

Cost Effective Decisions on Service Rate at a Customer Care Centre with Multi-Server Queuing Model

M. M. Islam, K. Nahar, M. Islam, 2016 .

An Improved Hybrid Evolutionary Clustering Algorithm to Mitigate Empty Clustering Problem

M. Awal, M. Islam, Y. A. Joarder, 2019 .

Data Mining on Smartphones: An Introduction and Survey

M. Islam, Darren Yates, 2022, ACM Computing Surveys.

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

Leo Yu Zhang, M. Islam, L. Zhang, 2022, IEEE Access.

A TRUSTED MANAGEMENT MODEL FOR SAFE CLOUD STORAGE A V ALLIN GEO

David F. Ferraiolo, Vincent C. Hu, R. Kacker, 2017 .

Eye and Robust Iris Center Tracking with Presence of Facial Occlusions

Md. Alamgir Hossain, Md. Mainul Islam Mamun, M. Awal, 2014 .

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

M. Islam, Nan Sun, Warren Armstrong, 2022, IEEE Access.

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

Muhammad Zubair Islam, H. Kim, M. Islam, 2021, IEEE Access.

Missing value imputation using a fuzzy clustering-based EM approach

Md. Geaur Rahman, M. Islam, 2016, Knowledge and Information Systems.

Data Mining on Smartphones: An Introduction and Survey

M. Islam, Darren Yates, 2022, ACM Comput. Surv..

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

Md. Geaur Rahman, M. Islam, 2021, IEEE Transactions on Services Computing.

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

Michael Furner, Md Zahidul Islam, Chang-Tsun Li, 2021, Expert Syst. Appl..

Semantic Explanations in Ensemble Learning

Lin Liu, Jiuyong Li, Jixue Liu, 2019, PAKDD.

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

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

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

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

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

M. Islam, L. Maphosa, Lihong Zheng, 2022, IEEE Access.

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

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

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

Humayan Kabir Rana, S. Peng, M. Moni, 2021, Computers in Biology and Medicine.

Forecasting care seekers satisfaction with telemedicine using machine learning and structural equation modeling

L. Houghton, L. Sanzogni, M. Islam, 2021, PloS one.

Comparing sets of patterns with the Jaccard index

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

Systems Biology and Bioinformatics approach to Identify blood based signatures molecules and drug targets of patient with COVID-19

M. Moni, M. Islam, M. Rahman, 2021, Informatics in Medicine Unlocked.

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).

Identifying miRNA-mRNA interactions by a combination of spearman's rank correlation and IDA

Md Zahidul Islam, Rayhan Ferdous, Ferdous Bin Ali, 2016, 2016 5th International Conference on Informatics, Electronics and Vision (ICIEV).

Detecting autism spectrum disorder using machine learning techniques pdf

Muhammad Ashad Kabir, Adnan Anwar, Md Delowar Hossain, 2020, Health Inf. Sci. Syst..

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

Md Zahidul Islam, Md. Nasim Adnan, M. Islam, 2017, Australas. J. Inf. Syst..

Clustering Noisy Temporal Data

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

Class Imbalance and Cost-Sensitive Decision Trees

Michael J. Siers, J SiersMichael, IslamMd Zahidul, 2020, ACM Trans. Knowl. Discov. Data.

A Comparative Study of Support Vector Machine and Artificial Neural Network for Option Price Prediction

Arnab Mukherjee, Lasker Ershad Ali, Md. Azizur Rahman, 2021 .

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..

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

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

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).

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

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

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).

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).

A Generalised Logical Layered Architecture for Blockchain Technology pdf

Quazi Mamun, Sabih ur Rehman, Jared Newell, 2021, ArXiv.

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

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

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.

Analyzing Performance of Classification Techniques in Detecting Epileptic Seizure

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

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..

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

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

BDF: A new decision forest algorithm

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

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

Jiuyong Li, Jixue Liu, Lin Liu, 2023, IEEE Access.

Attenuated Sequential Importance Resampling (A-SIR) Algorithm for Object Tracking

Chil-Woo Lee, Chi-Min Oh, Md Zahidul Islam, 2010, ACCV Workshops.

Modifed Re-sampling Based Particle Filter for Visual Tracking with MPH

Chil-Woo Lee, Chi-Min Oh, Md Zahidul Islam, 2010, 2010 10th IEEE International Conference on Computer and Information Technology.

New Integrated Framework for Video Based Moving Object Tracking

Chil-Woo Lee, Chi-Min Oh, Md Zahidul Islam, 2009, HCI.

Color transform analysis for microscale image segmentation to study halftone model parameters

Md. Zahidul Islam, G. M. Atiqur Rahaman, M. Islam, 2016, Open Comput. Sci..

Multiple Imputation on Partitioned Datasets

Md Zahidul Islam, Michael Furner, M. Islam, 2015, AusDM.

A Tableau Based Automated Theorem Prover Using High Performance Computing

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

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

Vladimir Estivill-Castro, Khondker Jahid Reza, Md Zahidul Islam, 2021, Neural Computing and Applications.

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.

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

M. Islam, N. Costadopoulos, David Tien, 2020, International Journal of Machine Learning and Cybernetics.

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).

Data mining and knowledge discovery from physiological sensors

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

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..

Detecting autism spectrum disorder using machine learning techniques

M. Hossain, M. Islam, M. A. Kabir, 2021, Health Information Science and Systems.

Forest CERN: A New Decision Forest Building Technique

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

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..

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.

A Semantics Aware Random Forest for Text Classification

Jiuyong Li, Jixue Liu, Lin Liu, 2019, CIKM.

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

Md. Zahidul Islam, Darren Yates, M. Islam, 2019, AusDM.

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

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

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.

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..

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

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

Analyzing the Low Power Wireless Links for Wireless Sensor Networks pdf

Md Zahidul Islam, Md. Mainul Islam Mamun, Sumon Kumar Debnath, 2010, ArXiv.

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..

FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy pdf

Md Zahidul Islam, Darren Yates, M. Islam, 2020, Inf. Sci..

STRIDE-based Cyber Security Threat Modeling for IoT-enabled Precision Agriculture Systems

Khondokar Fida Hasan, Md. Rashid Al Asif, M. Islam, 2021, 2021 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI).

Decision Tree Classification with Differential Privacy

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

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

Md Zahidul Islam, A. H. Beg, Vladimir Estivill-Castro, 2020, 2020 IEEE Congress on Evolutionary Computation (CEC).

A Novel Incremental Clustering Technique with Concept Drift Detection pdf

Md Zahidul Islam, Md Anisur Rahman, Mitchell D. Woodbright, 2020, ArXiv.

Tree Index: A New Cluster Evaluation Technique pdf

Vladimir Estivill-Castro, Md Zahidul Islam, A. H. Beg, 2020, ArXiv.

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

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

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).

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..

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).

The Performance of Objective Functions for Clustering Categorical Data

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

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

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

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

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

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

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

Application of a density based clustering technique on biomedical datasets

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

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

M. Islam, Nan Sun, Warren Armstrong, 2023, IEEE Access.

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..

A Differentially Private Decision Forest

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

Depth Motion Map Based Human Action Recognition Using Adaptive Threshold Technique

Lasker Ershad Ali, M. Islam, B. Madhu, 2021, 2021 5th International Conference on Electrical Information and Communication Technology (EICT).

Iris Recognition Using Wavelet Features and Various Distance Based Classification

Lasker Ershad Ali, M. Islam, Arnab Mukherjee, 2021, 2021 International Conference on Electronics, Communications and Information Technology (ICECIT).

Image Gradient Based Iris Recognition for Distantly Acquired Face Images Using Distance Classifiers

Kazi Shah Nawaz Ripon, Lasker Ershad Ali, M. Islam, 2022, ICCSA.

A Semi-Automated Hybrid Schema Matching Framework for Vegetation Data Integration

M. Islam, Yanchang Zhao, Michael Bewong, 2023, Expert Syst. Appl..

Combining Deep Neural Network and PLS-SEM to Predict Patients' Continuity with Telemedicine

L. Houghton, L. Sanzogni, M. Islam, 2022, International Journal of Information Technology and Decision Making.

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

Md Zahidul Islam, Michael J. Siers, M. Islam, 2018, Inf. Sci..

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

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

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.

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

Yeslam Al‐Saggaf, M. Islam, 2014, Science and Engineering Ethics.

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.

EXPLORE: A Novel Decision Tree Classification Algorithm

Md Zahidul Islam, M. Islam, 2010, BNCOD.

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.

A Cloud Based Platform for Big Data Science

Md. Zahidul Islam, M. Islam, 2014 .

Vehicle Number Plate Detection and Categorization Using CNNs

Md. Zahidul Islam, Md. Asaduzzaman, Md. Atikuzzaman, 2019, 2019 International Conference on Sustainable Technologies for Industry 4.0 (STI).

Performance Comparison of Machine Learning Methods in DDoS Attack Detection in Smart Grids

M. Islam, Yuzhang Lin, Edwin Meriaux, 2022, 2022 IEEE MIT Undergraduate Research Technology Conference (URTC).

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

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

A Framework for Privacy Preserving Classification in Data Mining

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

Signal Classification using Smooth Coefficients of Multiple wavelets pdf

Md Zahidul Islam, Paul Grant, M. Islam, 2021, ADMA.

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.

Effects of Dynamic Subspacing in Random Forest

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

On Improving Random Forest for Hard-to-Classify Records

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

Extended Space Decision Tree

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

Data mining approach in seizure detection

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

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.

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

Maumita Bhattacharya, J. Ferdous, M. Islam, 2023, ArXiv.

Multi-part histogram based visual tracking with maximum of posteriori

Chil-Woo Lee, Chi-Min Oh, Md. Zahidul Islam, 2010, 2010 2nd International Conference on Computer Engineering and Technology.

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

Russell D. Ford, M. Islam, S. Rehman, 2023, ArXiv.

Automated Detection of Lung Cancer Using CT Scan Images

Fahad Ahmed, Ariful Hoque, A.K.M. Ashek Farabi, 2020, 2020 IEEE Region 10 Symposium (TENSYMP).

Automatic Fall Detection System of Unsupervised Elderly People Using Smartphone

Seiichi Serikawa, Md. Atiqur Rahman Ahad, Md. Zahidul Islam, 2017 .

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

Md Zahidul Islam, Paul Grant, M. Islam, 2021, ArXiv.

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

Junbin Gao, Md Zahidul Islam, Terry Bossomaier, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Rank Forest: Systematic Attribute Sub-spacing in Decision Forest

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

Approach to Job-Shop Scheduling Problem Using Rule Extraction Neural Network Model

A. K. M. Masud, Md. Zahidul Islam, Mahmood Al Bashir, 2011 .

Differentially Private Random Decision Forests using Smooth Sensitivity

M. Islam, Sam Fletcher, 2016, Expert Syst. Appl..

Informatics in Medicine Unlocked

M. Moni, M. Islam, M. Rahman, 2022 .