Md. Saiful Islam

55 papers B 3Journal 38Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI.
CoRR
Md. Hasin Sarwar Ifty, Nisharga Nirjan, Labib Islam, M. A. Diganta, Reeyad Ahmed Ornate, Anika Tasnim, Md. Saiful Islam
2025 J jnl
A Comprehensive Review of Machine Learning Techniques for DeepFake Detection.
Appl. Comput. Intell. Soft Comput.
Md. Humayun Kabir, Abdullah Al Noman, Abdullah Al Afiq, Hassan Jaki, Mohammad Nadib Hasan, Ahmad, Md. Saiful Islam, Hasibul Hasan, Imroj Ahasan Mojumder
2025 J jnl
A novel federated learning approach for IoT botnet intrusion detection using SHAP-based knowledge distillation.
Complex Intell. Syst.
Md. Alamgir Hossain, Sadman Saif, Md. Saiful Islam
2025 — conf
Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI.
ICAIC
Md. Hasin Sarwar Ifty, Nisharga Nirjan, Labib Islam, M. A. Diganta, Reeyad Ahmed Ornate, Anika Tasnim, Md. Saiful Islam
2025 J jnl
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs.
CoRR
Hrithik Majumdar Shibu, Shrestha Datta, Md. Sumon Miah, Nasrullah Sami, Mahruba Sharmin Chowdhury, Md. Saiful Islam
2025 J jnl
Words of War: A hybrid BERT-CNN approach for topic-wise sentiment analysis on The Russia-Ukraine War.
Expert Syst. Appl.
Md. Saiful Islam, Mahmuda Ferdusi, Tanjim Taharat Aurpa
2024 J jnl
Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advanced cybersecurity.
Cybersecur.
Md. Alamgir Hossain, Md. Saiful Islam
2024 J jnl
Gene-expression profile analysis to disclose diagnostics and therapeutics biomarkers for thyroid carcinoma.
Comput. Biol. Chem.
Sabkat Mahmud, Alvira Ajadee, Md Bayazid Hossen, Md. Saiful Islam, Reaz Ahmmed, Md. Ahad Ali, Md. Manir Hossain Mollah, Md. Selim Reza, Md. Nurul Haque Mollah
2024 J jnl
I-MPaFS: enhancing EDoS attack detection in cloud computing through a data-driven approach.
J. Cloud Comput.
Md Sharafat Hossain, Md. Alamgir Hossain, Md. Saiful Islam
2024 — conf
Transforming Medical Waste Management Through IoT and Machine Learning: A Path Towards Sustainability.
SAI (2)
Nahin Nasir, Mohammed Shahriar Hossain, Md. Saiful Islam, Md. Arifiul Islam, Md Manirul Islam
2023 J jnl
A Survey on IoT Driven Smart Parking Management System: Approaches, Limitations and Future Research Agenda.
IEEE Access
Md. Rokibul Alam, Sowmitra Saha, Md. Bayejed Bostami, Md. Saiful Islam, Md Shadman Aadeeb, A. K. M. Muzahidul Islam
2023 J jnl
Detection of COVID-19 and Pneumonia Using Deep Convolutional Neural Network.
Comput. Syst. Sci. Eng.
Md. Saiful Islam, Shuvo Jyoti Das, Md. Riajul Alam Khan, Sifat Momen, Nabeel Mohammed
2023 J jnl
Ensuring network security with a robust intrusion detection system using ensemble-based machine learning.
Array
Md. Alamgir Hossain, Md. Saiful Islam
2023 J jnl
Intelligent Fault Diagnosis of Rolling Element Bearings Based on Modified AlexNet.
Sensors
Mohammad Mohiuddin, Md. Saiful Islam, Shirajul Islam, Md. Sipon Miah, Mingbo Niu
2023 J jnl
Ranking the locations and predicting future crime occurrence by retrieving news from different Bangla online newspapers.
CoRR
Jumman Hossain, Rajib Chandra Das, Md. Ruhul Amin, Md. Saiful Islam
2022 J jnl
BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts.
CoRR
Nauros Romim, Mosahed Ahmed, Md. Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
2022 J jnl
Finger-Gesture Controlled Wheelchair with Enabling IoT.
Sensors
Muhammad Sheikh Sadi, Mohammed Alotaibi, Md. Repon Islam, Md. Saiful Islam, Tareq Alhmiedat, Zaid Bassfar
2022 J jnl
Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network.
CoRR
Pramit Dutta, Khaleda Akhter Sathi, Md. Saiful Islam
2021 J jnl
A transformer based approach for fighting COVID-19 fake news.
CoRR
S. M. Sadiq-Ur-Rahman Shifath, Mohammad Faiyaz Khan, Md. Saiful Islam
2021 — conf
Approaching Deep Convolutional Neural Network for Biometric Recognition Based on Fingerprint Database.
SAI (2)
Md. Saiful Islam, Tanhim Islam, Mahady Hasan
2021 J jnl
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition.
CoRR
Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam
2021 — conf
Classification of Book Review Sentiment in Bangla Language Using NLP, Machine Learning and LSTM.
ICCCNT
Md. Hamidur Rahman, Md. Saiful Islam, Md. Mine Uddin Jowel, Md. Mehedi Hasan, Ms. Subhenur Latif
2021 B conf
Data Analysis Methods for Health Monitoring Sensors: A survey.
COMPSAC
Shahriar Sobhan, Md. Saiful Islam, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
2021 — conf
Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems.
ICDH
Md. Saiful Islam, Shahriar Sobhan, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed
2021 J jnl
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection.
CoRR
Sowmen Das, Md. Saiful Islam, Md. Ruhul Amin
2021 J jnl
Impact of Intellectual Capital and Total Risk Management on Bank Performance.
Int. J. Knowl. Based Organ.
Md. Saiful Islam, Md. Azizur Rahman, Sayedul Anam
2021 J jnl
Improved Bengali Image Captioning via deep convolutional neural network based encoder-decoder model.
CoRR
Mohammad Faiyaz Khan, S. M. Sadiq-Ur-Rahman Shifath, Md. Saiful Islam
2021 J jnl
Improving DeepFake Detection Using Dynamic Face Augmentation.
CoRR
Sowmen Das, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin
2021 — conf
Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation.
ICCVW
Sowmen Das, Selim S. Seferbekov, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin
2021 J jnl
Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks.
Appl. Artif. Intell.
Mohamed A. Mohandes, Shafiqur Rehman, Hilal Hudan Nuha, Md. Saiful Islam, F. H. Schulze
2021 — conf
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages.
ACL/IJCNLP (Findings)
Tahmid Hasan, Abhik Bhattacharjee, Md. Saiful Islam, Kazi Samin Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar
2020 — conf
A Comparative Sentiment Analysis On Bengali Facebook Posts.
ICCA
S. M. Samiul Salehin, Rasel Miah, Md. Saiful Islam
2020 — conf
A Stylometric Approach for Author Attribution System Using Neural Network and Machine Learning Classifiers.
ICCA
Anika Samiha Hossain, Nazia Akter, Md. Saiful Islam
2020 B conf
BanFakeNews: A Dataset for Detecting Fake News in Bangla.
LREC
Md Zobaer Hossain, Md Ashraful Rahman, Md. Saiful Islam, Sudipta Kar
2020 J jnl
BanFakeNews: A Dataset for Detecting Fake News in Bangla.
CoRR
Md Zobaer Hossain, Md Ashraful Rahman, Md. Saiful Islam, Sudipta Kar
2020 — conf
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition.
ACCV Workshops
Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam
2020 B conf
Mobile Sensor-Based Fall Detection Framework.
COMPSAC
Md. Saiful Islam, Hossain Shahriar, Sweta Sneha, Chi Zhang, Sheikh Iqbal Ahamed
2020 — conf
Multi-classification of Brain Tumor Images Based on Hybrid Feature Extraction Method.
ICO
Khaleda Akhter Sathi, Md. Saiful Islam
2020 J jnl
Sentiment analysis in Bengali via transfer learning using multi-lingual BERT.
CoRR
Khondoker Ittehadul Islam, Md. Saiful Islam, Md. Ruhul Amin
2019 — conf
Automatic Detection of NoSQL Injection Using Supervised Learning.
COMPSAC (1)
Md. Rafidul Islam, Md. Saiful Islam, Zakaria Ahmed, Anindya Iqbal, Rifat Shahriyar
2019 — conf
Robots in the Home: A Novel Suite of Interactive Devices for Assisting with Disease Prevention and Meal Preparation.
GHTC
Zachary Hawks, Md. Saiful Islam, Michael C. Lastinger, Henry Rutland, Marshall Trout, Ian D. Walker, Keith E. Green
2018 J jnl
Comprehending Real Numbers: Development of Bengali Real Number Speech Corpus.
CoRR
Md Mahadi Hasan Nahid, Md. Ashraful Islam, Bishwajit Purkaystha, Md. Saiful Islam
2018 J jnl
Real Time Bangladeshi Sign Language Detection using Faster R-CNN.
CoRR
Oishee Bintey Hoque, Mohammad Imrul Jubair, Md. Saiful Islam, Al-Farabi Akash, Alvin Sachie Paulson
2018 — conf
Speech Based Deception Detection Using Bispectral Analysis.
ICGSP
Md. Saiful Islam, Nursadul Mamun, Muhammad Sana Ullah
2017 J jnl
A Comparative Study on Different Types of Approaches to Bengali document Categorization.
CoRR
Md. Saiful Islam, Fazla Elahi Md Jubayer, Syed Ikhtiar Ahmed
2017 J jnl
Bangla Word Clustering Based on Tri-gram, 4-gram and 5-gram Language Model.
CoRR
Dipaloke Saha, Md. Saddam Hossain, Md. Saiful Islam, Sabir Ismail
2017 J jnl
Document Decomposition of Bangla Printed Text.
CoRR
Md. Fahad Hasan, Tasmin Afroz, Sabir Ismail, Md. Saiful Islam
2017 J jnl
Erratum to: Vertical extrapolation of wind speed using artificial neural network hybrid system.
Neural Comput. Appl.
Md. Saiful Islam, Mohamed A. Mohandes, Shafiqur Rehman
2017 J jnl
Statistical Analysis on Bangla Newspaper Data to Extract Trending Topic and Visualize Its Change Over Time.
CoRR
Syed Mehedi Hasan Nirob, Md. Kazi Nayeem, Md. Saiful Islam
2017 J jnl
Vertical extrapolation of wind speed using artificial neural network hybrid system.
Neural Comput. Appl.
Md. Saiful Islam, Mohamed A. Mohandes, Shafiqur Rehman
2012 J jnl
Analysis of Performance Limitations in Fiber Bragg Grating Based Optical Add-Drop Multiplexer due to Crosstalk.
J. Networks
Md. Mahiuddin, Md. Saiful Islam
2012 J jnl
Determination of the Best Apodization Function and Grating Length of Linearly Chirped Fiber Bragg Grating for Dispersion Compensation.
J. Commun.
Sher Shermin A. Khan, Md. Saiful Islam
2012 J jnl
Performance Analysis of SFBC and Data Conjugate in MIMO-OFDM System over Nakagami Fading Channel.
J. Commun.
Saifur Rahman Sabuj, Md. Saiful Islam
2010 J jnl
Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks
CoRR
S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam
2010 J jnl
Speaker Identification using MFCC-Domain Support Vector Machine
CoRR
S. M. Kamruzzaman, A. N. M. Rezaul Karim, Md. Saiful Islam, Md. Emdadul Haque