Md. Alamin Talukder

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 24

Top Topics

Attack Detection

Intrusion Detection

Cancer Detection

Imbalanced Data

Top Venues

Expert Syst. Appl.

Int. J. Intell. Syst.

Nat. Lang. Process. J.

Publications

Md. Alamin Talukder, Rakib Hossen, Md. Ashraf Uddin, Mohammed Nasir Uddin, Uzzal Kumar Acharjee
Securing Transactions: A Hybrid Dependable Ensemble Machine Learning Model using IHT-LR and Grid Search. CoRR (2024)
Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal
Empowering COVID-19 detection: Optimizing performance through fine-tuned EfficientNet deep learning architecture. Comput. Biol. Medicine 168 (2024)
Abanti Bhattacharjya, Manowarul Islam, Md. Ashraf Uddin, Md. Alamin Talukder, AKM Azad, Sunil Aryal, Bikash Kumar Paul, Wahia Tasnim, Muhammad Ali Abdulllah Almoyad, Mohammad Ali Moni
Exploring Gene Regulatory Interaction Networks and predicting therapeutic molecules for Hypopharyngeal Cancer and EGFR-mutated lung adenocarcinoma. CoRR (2024)
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. CoRR (2024)
Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Arnisha Akhter, Majdi Khalid
BrainNet: Precision Brain Tumor Classification with Optimized EfficientNet Architecture. Int. J. Intell. Syst. 2024 (1) (2024)
Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin, Md. Manowarul Islam, Sunil Aryal
MLSTL-WSN: machine learning-based intrusion detection using SMOTETomek in WSNs. Int. J. Inf. Sec. 23 (3) (2024)
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats. CoRR (2024)
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
usfAD Based Effective Unknown Attack Detection Focused IDS Framework. CoRR (2024)
Md. Alamin Talukder, Selina Sharmin, Md. Ashraf Uddin, Md. Manowarul Islam, Sunil Aryal
MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs. CoRR (2024)
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder
Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis. CoRR (2024)
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. J. Big Data 11 (1) (2024)
Maleka Khatun, Md. Manowarul Islam, Habibur Rahman Rifat, Md. Shamim Bin Shahid, Md. Alamin Talukder, Md. Ashraf Uddin
Hybridized Convolutional Neural Networks and Long Short-Term Memory for Improved Alzheimer's Disease Diagnosis from MRI Scans. CoRR (2024)
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
An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning. Expert Syst. Appl. 230 (2023)
Arnisha Akhter, Uzzal Kumar Acharjee, Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin
A robust hybrid machine learning model for Bengali cyber bullying detection in social media. Nat. Lang. Process. J. 4 (2023)
Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Ashraf Uddin, Arnisha Akhter, Mohammand Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
A dependable hybrid machine learning model for network intrusion detection. J. Inf. Secur. Appl. 72 (2023)
Md Masud Rana, Md. Manowarul Islam, Md. Alamin Talukder, Md. Ashraf Uddin, Sunil Aryal, Naif M. Alotaibi, Salem A. Alyami, Khondokar Fida Hasan, Mohammad Ali Moni
A robust and clinically applicable deep learning model for early detection of Alzheimer's. IET Image Process. 17 (14) (2023)
Md. Manowarul Islam, Md. Alamin Talukder, Md. Ruhul Amin Sarker, Md. Ashraf Uddin, Arnisha Akhter, Selina Sharmin, Md. Selim Al Mamun, Sumon Kumar Debnath
A deep learning model for cotton disease prediction using fine-tuning with smart web application in agriculture. Intell. Syst. Appl. 20 (2023)
Md. Rahat Hasan, Ammar Alazab, Siddhartha Barman Joy, Mohammed Nasir Uddin, Md. Ashraf Uddin, Ansam Khraisat, Iqbal Gondal, Wahida Ferdose Urmi, Md. Alamin Talukder
Smart Contract-Based Access Control Framework for Internet of Things Devices. Comput. 12 (11) (2023)
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
An efficient deep learning model to categorize brain tumor using reconstruction and fine-tuning. CoRR (2023)
Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md. Ashraf Uddin, Sunil Aryal
Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture. CoRR (2023)
Selina Sharmin, Tanvir Ahammad, Md. Alamin Talukder, Partho Ghose
A Hybrid Dependable Deep Feature Extraction and Ensemble-Based Machine Learning Approach for Breast Cancer Detection. IEEE Access 11 (2023)
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
Machine learning-based lung and colon cancer detection using deep feature extraction and ensemble learning. Expert Syst. Appl. 205 (2022)
Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Ali Moni
Machine Learning-based Lung and Colon Cancer Detection using Deep Feature Extraction and Ensemble Learning. CoRR (2022)
Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md. Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni
A Dependable Hybrid Machine Learning Model for Network Intrusion Detection. CoRR (2022)