Md. Alamin Talukder

33 papers Journal 33
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid Deep Multistacking Integrated Model for Plant Disease Detection.
IEEE Access
Majdi Khalid, Md. Alamin Talukder
2025 J jnl
A dual-tier adaptive one-class classification IDS for emerging cyberthreats.
Comput. Commun.
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2025 J jnl
Abnormal Driving Behavior Detection: A Machine and Deep Learning Based Hybrid Model.
Int. J. Intell. Transp. Syst. Res.
Md. Ashraf Uddin, Nibir Hossain, Asif Ahamed, Md. Manowarul Islam, Ansam Khraisat, Ammar Alazab, Khabir Uddin Ahamed, Md. Alamin Talukder
2025 J jnl
Artificial intelligence for energy optimization in smart buildings: A systematic review and meta-analysis.
Energy Inform.
Lakpriya Udayanga Gunasena Ekanayaka Gunasinghalge, Ammar Alazab, Md. Alamin Talukder
2025 J jnl
HARNet: an enhanced deep learning-based human activity recognition model.
Clust. Comput.
Md. Alamin Talukder, Mohsin Kazi, Md. Ashraf Uddin
2025 J jnl
Hierarchical classification for intrusion detection system: Effective design and empirical analysis.
Ad Hoc Networks
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2025 J jnl
RF-FedAvg: Federated learning-based random forest model for intrusion detection in wireless sensor networks.
Clust. Comput.
Ansam Khraisat, Md. Alamin Talukder, Md. Ashraf Uddin, Ammar Alazab
2025 J jnl
XAI-HD: an explainable artificial intelligence framework for heart disease detection.
Artif. Intell. Rev.
Md. Alamin Talukder, Amira Samy Talaat, Mohsin Kazi, Ansam Khraisat
2024 J jnl
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats.
CoRR
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2024 J jnl
An Integrated Deep Learning Model for Skin Cancer Detection Using Hybrid Feature Fusion Technique.
CoRR
Maksuda Akter, Rabea Khatun, Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin
2024 J jnl
An integrated multistage ensemble machine learning model for fraudulent transaction detection.
J. Big Data
Md. Alamin Talukder, Majdi Khalid, Ashraf Uddin
2024 J jnl
BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture.
Int. J. Intell. Syst.
Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Arnisha Akhter, Majdi Khalid
2024 J jnl
Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture.
Comput. Biol. Medicine
Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal
2024 J jnl
Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma.
CoRR
Abanti Bhattacharjya, Manowarul Islam, Md. Ashraf Uddin, Md. Alamin Talukder, A. K. M. Azad, Sunil Aryal, Bikash Kumar Paul, Wahia Tasnim, Muhammad Ali Abdulllah Almoyad, Mohammad Ali Moni
2024 J jnl
Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis.
CoRR
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2024 J jnl
Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans.
CoRR
Maleka Khatun, Md. Manowarul Islam, Habibur Rahman Rifat, Md. Shamim Bin Shahid, Md. Alamin Talukder, Md. Ashraf Uddin
2024 J jnl
MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs.
CoRR
Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin, Md. Manowarul Islam, Sunil Aryal
2024 J jnl
MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs.
Int. J. Inf. Sec.
Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin, Md. Manowarul Islam, Sunil Aryal
2024 J jnl
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction.
CoRR
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
2024 J jnl
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction.
J. Big Data
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
2024 J jnl
Securing Transactions: A Hybrid Dependable Ensemble Machine Learning Model using IHT-LR and Grid Search.
CoRR
Md. Alamin Talukder, Rakib Hossen, Md. Ashraf Uddin, Mohammed Nasir Uddin, Uzzal Kumar Acharjee
2024 J jnl
Securing transactions: a hybrid dependable ensemble machine learning model using IHT-LR and grid search.
Cybersecur.
Md. Alamin Talukder, Rakib Hossen, Md. Ashraf Uddin, Mohammed Nasir Uddin, Uzzal Kumar Acharjee
2024 J jnl
usfAD Based Effective Unknown Attack Detection Focused IDS Framework.
CoRR
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
2023 J jnl
A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection.
IEEE Access
Selina Sharmin, Tanvir Ahammad, Md. Alamin Talukder, Partho Ghose
2023 J jnl
A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture.
Intell. Syst. Appl.
Md. Manowarul Islam, Md. Alamin Talukder, Md. Ruhul Amin Sarker, Md. Ashraf Uddin, Arnisha Akhter, Selina Sharmin, Md. Selim Al Mamun, Sumon Kumar Debnath
2023 J jnl
A dependable hybrid machine learning model for network intrusion detection.
J. Inf. Secur. Appl.
Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2023 J jnl
A robust and clinically applicable deep learning model for early detection of Alzheimer's.
IET Image Process.
Md. Masud Rana, Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Sunil Aryal, Naif Mohammed Alotaibi, Salem A. Alyami, Khondokar Fida Hasan, Mohammad Ali Moni
2023 J jnl
A robust hybrid machine learning model for Bengali cyber bullying detection in social media.
Nat. Lang. Process. J.
Arnisha Akhter, Uzzal Kumar Acharjee, Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin
2023 J jnl
An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning.
Expert Syst. Appl.
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Md. Alamgir Jalil Pramanik, Sunil Aryal, Muhammad Ali Abdulllah Almoyad, Khondokar Fida Hasan, Mohammad Ali Moni
2023 J jnl
Smart Contract-Based Access Control Framework for Internet of Things Devices.
Comput.
Md. Rahat Hasan, Ammar Alazab, Siddhartha Barman Joy, Mohammed Nasir Uddin, Md. Ashraf Uddin, Ansam Khraisat, Iqbal Gondal, Wahida Ferdose Urmi, Md. Alamin Talukder
2022 J jnl
A Dependable Hybrid Machine Learning Model for Network Intrusion Detection.
CoRR
Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
2022 J jnl
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning.
CoRR
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
2022 J jnl
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning.
Expert Syst. Appl.
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni