Md. Alamin Talukder

About

Md. Alamin Talukder received his B.Sc. and M.Sc. degrees in Computer Science and Engineering from Jagannath University, Dhaka, Bangladesh. He is currently serving as an Assistant Professor in the Department of Computer Science and Engineering at the International University of Business Agriculture and Technology (IUBAT), Dhaka. Prior to this, he worked as a Research and Teaching Assistant at Jagannath University. He has received several prestigious fellowships and research grants, including the ICT Research Fellowship from the ICT Division of Bangladesh, the National Science and Technology (NST) Fellowship from the Ministry of Science and Technology (MOST), and a Reviewer Grant from Qatar University. He also received the Miyan Publications Reward from IUBAT, the Special Research Grant from MOST, and academic honors such as the Merit Scholarship and Special Research Award from Jagannath University for his high-impact scientific contributions. Furthermore, Mr Talukder has been recognized as a Top % Scientist in the World by Stanford and Elsevier (2025). Mr. Talukder’s research interests include machine learning, deep learning, and AI-driven decision-making systems, with applications in cybersecurity, digital health, big data analytics, and intelligent systems. He was awarded the Dr. K.W. Wong Best Paper Award 2024 by the Journal of Information Security and Applications (Elsevier) for his outstanding contributions to AI research. He has collaborated on global research projects aligned with the UN Sustainable Development Goals and has authored over 50 peer-reviewed publications, including more than 20 as first author and over 2 as sole author, with over 2200 citations to date.

Work

International University of Business Agriculture and Technology
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Assistant Professor

Bangladesh

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Jagannath University
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Research Assistant

Bangladesh

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ICT Division
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ICT Fellow

Bangladesh

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Deakin University
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Research Assistant

Australia

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Jagannath University
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Research Assistant

Bangladesh

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International University of Business Agriculture and Technology
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Senior Lecturer

Bangladesh

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Education

Jagannath University
Bangladesh

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M.Sc in CSE

Jagannath University
Bangladesh

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B.Sc in CSE

Publications

HPML-CVD: Hyperparameter Tuned Machine Learning Model to Predict Cardiovascular Disease

Published by

Biomedical Materials & Devices

Summary

journal-article

ACU-Net: Attention-based convolutional U-Net model for segmenting brain tumors in fMRI images

Published by

Digital Health

Summary

journal-article

An Ensemble Learning Approach for Drought Analysis and Forecasting in Central Bangladesh

Published by

Advances in Meteorology

Summary

journal-article

Enhanced Semantic Relatedness Prediction Using XLM‐RoBERTa and CNNs With K‐Fold Cross‐Validation

Published by

The Journal of Engineering

Summary

journal-article

A Hybrid Deep Multistacking Integrated Model for Plant Disease Detection

Published by

IEEE Access

Summary

journal-article

A Hybrid Deep Multistacking Integrated Model for Plant Disease Detection

Published by

IEEE Access

Summary

journal-article

A Parallel Convolutional Neural Network for Accurate Face Mask Detection in the Fight Against COVID-19

Published by

Biomedical Materials and Devices

Summary

journal-article

A hybrid deep learning model for sentiment analysis of COVID-19 tweets with class balancing

Published by

Scientific Reports

Summary

journal-article

A hybrid filtering and deep learning approach for early Alzheimer’s disease identification

Published by

Scientific Reports

Summary

journal-article

A hybrid machine learning model for intrusion detection in wireless sensor networks leveraging data balancing and dimensionality reduction

Published by

Scientific Reports

Summary

journal-article

An Integrated Deep Learning Model for Skin Cancer Detection Using Hybrid Feature Fusion Technique

Published by

Biomedical Materials and Devices

Summary

journal-article

Enhancing Healthcare Communication Through Bilingual Speech Emotion Recognition Using Transfer Learning

Published by

Ssrn

Summary

other

Predicting drug-target interactions using machine learning with improved data balancing and feature engineering

Published by

Scientific Reports

Summary

journal-article

HPML-CVD: Hyperparameter Tuned Machine Learning Model to Predict Cardiovascular Disease

Published by

Biomedical Materials and Devices

Summary

journal-article

An improved XAI-based DenseNet model for breast cancer detection using reconstruction and fine-tuning

Published by

Results in Engineering

Summary

journal-article

An improved XAI-based DenseNet model for breast cancer detection using reconstruction and fine-tuning

Published by

Results in Engineering

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journal-article

TL-MED: Multiclass eye disease classification based on ensemble transfer learning and CRVO–BRVO detection via a single shot multibox detector

Published by

DIGITAL HEALTH

Summary

journal-article

Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model

Published by

International Journal of Intelligent Transportation Systems Research

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journal-article

Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model

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International Journal of Intelligent Transportation Systems Research

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journal-article

A hybrid multiscale feature fusion model for enhanced cardiovascular arrhythmia detection

Published by

Results in Engineering

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journal-article

A hybrid multiscale feature fusion model for enhanced cardiovascular arrhythmia detection

Published by

Results in Engineering

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journal-article

HXAI-ML: A hybrid explainable artificial intelligence based machine learning model for cardiovascular heart disease detection

Published by

Results in Engineering

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journal-article

HXAI-ML: A hybrid explainable artificial intelligence based machine learning model for cardiovascular heart disease detection

Published by

Results in Engineering

Summary

journal-article

A dual-tier adaptive one-class classification IDS for emerging cyberthreats

Published by

Computer Communications

Summary

journal-article

ACU-Net: Attention-based convolutional U-Net model for segmenting brain tumors in fMRI images

Published by

DIGITAL HEALTH

Summary

journal-article

A dual-tier adaptive one-class classification IDS for emerging cyberthreats

Published by

Computer Communications

Summary

journal-article

Data-driven strategies for digital native market segmentation using clustering

Published by

International Journal of Cognitive Computing in Engineering

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journal-article

Data-driven strategies for digital native market segmentation using clustering

Published by

International Journal of Cognitive Computing in Engineering

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journal-article

Deep learning-based human activity recognition using CNN, ConvLSTM, and LRCN

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International Journal of Cognitive Computing in Engineering

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journal-article

Deep learning-based human activity recognition using CNN, ConvLSTM, and LRCN

Published by

International Journal of Cognitive Computing in Engineering

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journal-article

Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture

Published by

Computers in Biology and Medicine

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journal-article

Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture

Published by

Computers in Biology and Medicine

Summary

journal-article

Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma

Published by

Arxiv

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other

Exploring gene regulatory interaction networks and predicting therapeutic molecules for hypopharyngeal cancer and EGFR-mutated lung adenocarcinoma

Published by

FEBS Open Bio

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journal-article

Exploring gene regulatory interaction networks and predicting therapeutic molecules for hypopharyngeal cancer and EGFR‐mutated lung adenocarcinoma

Published by

FEBS Open Bio

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journal-article

Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis

Published by

ArXiv

Summary

journal-article

Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis

Published by

Arxiv

Summary

other

Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans

Published by

ArXiv

Summary

journal-article

A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats

Published by

Arxiv

Summary

other

Securing transactions: a hybrid dependable ensemble machine learning model using IHT-LR and grid search

Published by

Cybersecurity

Summary

journal-article

Securing transactions: a hybrid dependable ensemble machine learning model using IHT-LR and grid search

Published by

Cybersecurity

Summary

journal-article

Toward reliable diabetes prediction: Innovations in data engineering and machine learning applications

Published by

DIGITAL HEALTH

Summary

journal-article

Toward reliable diabetes prediction: Innovations in data engineering and machine learning applications

Published by

Digital Health

Summary

journal-article

Towards Reliable Diabetes Prediction: Innovations in Data Engineering and Machine Learning Applications

Summary

preprint

Towards Reliable Diabetes Prediction: Innovations in Data Engineering and Machine Learning Applications

Published by

BioRxiv

Summary

journal-article

Towards Reliable Diabetes Prediction: Innovations in Data Engineering and Machine Learning Applications

Published by

Biorxiv

Summary

other

MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs

Published by

International Journal of Information Security

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journal-article

MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs

Published by

International Journal of Information Security

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journal-article

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Published by

Journal of Big Data

Summary

journal-article

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Published by

Journal of Big Data

Summary

journal-article

Brain tumor classification using fine-tuned transfer learning models on magnetic resonance imaging (MRI) images

Published by

DIGITAL HEALTH

Summary

journal-article

Brain tumor classification using fine-tuned transfer learning models on magnetic resonance imaging (MRI) images

Published by

Digital Health

Summary

journal-article

BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture

Published by

International Journal of Intelligent Systems

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journal-article

BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture

Published by

International Journal of Intelligent Systems

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journal-article

Parkinson's disease detection from EEG signal employing autoencoder and RBFNN-based hybrid deep learning framework utilizing power spectral density

Published by

DIGITAL HEALTH

Summary

journal-article

Parkinson's disease detection from EEG signal employing autoencoder and RBFNN-based hybrid deep learning framework utilizing power spectral density

Published by

Digital Health

Summary

journal-article

A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats

Published by

ArXiv

Summary

journal-article

A hybrid cardiovascular arrhythmia disease detection using ConvNeXt-X models on electrocardiogram signals

Published by

Scientific Reports

Summary

journal-article

A stacked ensemble approach to detect cyber attacks based on feature selection techniques

Published by

International Journal of Cognitive Computing in Engineering

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journal-article

A stacked ensemble approach to detect cyber attacks based on feature selection techniques

Published by

International Journal of Cognitive Computing in Engineering

Summary

journal-article

Advancements in Cardiovascular Disease Detection: Leveraging Data Mining and Machine Learning

Published by

BioRxiv

Summary

journal-article

Advancements in Cardiovascular Disease Detection: Leveraging Data Mining and Machine Learning

Published by

Biorxiv

Summary

other

An Integrated Deep Learning Model for Skin Cancer Detection Using Hybrid Feature Fusion Technique

Published by

Arxiv

Summary

other

An integrated multistage ensemble machine learning model for fraudulent transaction detection

Published by

Journal of Big Data

Summary

journal-article

MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs

Published by

Arxiv

Summary

other

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Published by

ArXiv

Summary

journal-article

Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction

Published by

Arxiv

Summary

other

Securing Transactions: A Hybrid Dependable Ensemble Machine Learning Model using IHT-LR and Grid Search

Published by

Arxiv

Summary

other

usfAD Based Effective Unknown Attack Detection Focused IDS Framework

Published by

ArXiv

Summary

journal-article

usfAD Based Effective Unknown Attack Detection Focused IDS Framework

Published by

Arxiv

Summary

other

usfAD based effective unknown attack detection focused IDS framework

Published by

Scientific Reports

Summary

journal-article

Machine Learning Based Diabetes Detection Model for False Negative Reduction

Published by

Biomedical Materials and Devices

Summary

journal-article

A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection

Published by

IEEE Access

Summary

journal-article

DeepCrop: Deep learning-based crop disease prediction with web application

Published by

Journal of Agriculture and Food Research

Summary

journal-article

A robust hybrid machine learning model for Bengali cyber bullying detection in social media

Published by

Natural Language Processing Journal

Summary

journal-article

Machine Learning Based Diabetes Detection Model for False Negative Reduction

Published by

Biomedical Materials & Devices

Summary

journal-article

Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture

Published by

ArXiv

Summary

journal-article

Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture

Published by

Arxiv

Summary

other

Smart Contract-Based Access Control Framework for Internet of Things Devices

Published by

Computers

Summary

journal-article

Smart Contract-Based Access Control Framework for Internet of Things Devices

Published by

Computers

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journal-article

Smart Contract-Based Access Control Framework for Internet of Things Devices

Published by

Computers

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journal-article

Smart Contract-Based Access Control Framework for Internet of Things Devices

Published by

Computers

Summary

journal-article

Tomato Leaf Disease Detection Using Convolutional Neural Network

Published by

Research Square

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other

Tomato Leaf Disease Detection Using Convolutional Neural Network

Summary

preprint

A dependable hybrid machine learning model for network intrusion detection

Published by

Journal of Information Security and Applications

Summary

journal-article

Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans

Published by

2023 26th International Conference on Computer and Information Technology Iccit 2023

Summary

conference-paper

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning

Published by

Expert Systems With Applications

Summary

journal-article

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning

Published by

Expert Systems with Applications

Summary

journal-article

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning

Published by

Expert Systems with Applications

Summary

journal-article

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning

Published by

Expert Systems with Applications

Summary

journal-article

A Dependable Hybrid Machine Learning Model for Network Intrusion Detection

Published by

ArXiv

Summary

journal-article

DeepCrop: Deep learning-based crop disease prediction with web application

Published by

Journal of Agriculture and Food Research

Summary

journal-article

A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection

Published by

IEEE Access

Summary

journal-article

A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection

Published by

IEEE Access

Summary

journal-article

A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture

Published by

Intelligent Systems with Applications

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journal-article

A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture

Published by

Intelligent Systems with Applications

Summary

journal-article

A robust and clinically applicable deep learning model for early detection of Alzheimer's

Published by

IET Image Processing

Summary

journal-article

A robust and clinically applicable deep learning model for early detection of Alzheimer's

Published by

Iet Image Processing

Summary

journal-article

A robust and clinically applicable deep learning model for early detection of Alzheimer's

Published by

IET Image Processing

Summary

journal-article

An Optimized Ensemble Deep Learning Model For Brain Tumor Classification

Published by

Arxiv

Summary

other

An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning

Published by

ArXiv

Summary

journal-article

An ensemble machine learning based bank loan approval predictions system with a smart application

Published by

International Journal of Cognitive Computing in Engineering

Summary

journal-article

An ensemble machine learning based bank loan approval predictions system with a smart application

Published by

International Journal of Cognitive Computing in Engineering

Summary

journal-article

Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data

Published by

Genes

Summary

journal-article

Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data

Published by

Genes

Summary

journal-article

Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data

Published by

Genes

Summary

journal-article

Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data

Published by

Genes

Summary

journal-article

A Dependable Hybrid Machine Learning Model for Network Intrusion Detection

Published by

Arxiv

Summary

other

LRCN Based Human Activity Recognition from Video Data

Published by

Ssrn

Summary

other

Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning

Published by

ArXiv

Summary

journal-article

A Dependable Hybrid Machine Learning Model for Network Intrusion Detection

Published by

Journal of Information Security and Applications

Summary

journal-article

Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning

Published by

Arxiv

Summary

other

Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning

Published by

Expert Systems With Applications

Summary

journal-article

Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning

Published by

Expert Systems with Applications

Summary

journal-article

Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning

Published by

Expert Systems with Applications

Summary

journal-article

Machine learning based diabetes prediction and development of smart web application

Published by

International Journal of Cognitive Computing in Engineering

Summary

journal-article

Machine learning based diabetes prediction and development of smart web application

Published by

International Journal of Cognitive Computing in Engineering

Summary

journal-article