Md. Saiful Islam

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 48

Top Topics

Machine Learning

Top Venues

Publications

Md. Alamgir Hossain, Md. Saiful Islam
Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advanced cybersecurity. Cybersecur. 7 (1) (2024)
Kazrin Ahmad, Md. Saiful Islam, Md. Abrar Jahin, Muhammad F. Mridha
Analysis of Internet of Things implementation barriers in the cold supply chain: an integrated ISM-MICMAC and DEMATEL approach. CoRR (2024)
Md. Alamgir Hossain, Md. Saiful Islam
Ensuring network security with a robust intrusion detection system using ensemble-based machine learning. Array 19 (2023)
Mohammad Mohiuddin, Md. Saiful Islam, Shirajul Islam, Md. Sipon Miah, Mingbo Niu
Intelligent Fault Diagnosis of Rolling Element Bearings Based on Modified AlexNet. Sensors 23 (18) (2023)
Jumman Hossain, Rajib Chandra Das, Md. Ruhul Amin, Md. Saiful Islam
Ranking the locations and predicting future crime occurrence by retrieving news from different Bangla online newspapers. CoRR (2023)
Md. Abrar Jahin, Md Sakib Hossain Shovon, Md. Saiful Islam, Jungpil Shin, Muhammad F. Mridha, Yuichi Okuyama
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum - Classical Neural Network. CoRR (2023)
Md. Saiful Islam, Shuvo Jyoti Das, Md. Riajul Alam Khan, Sifat Momen, Nabeel Mohammed
Detection of COVID-19 and Pneumonia Using Deep Convolutional Neural Network. Comput. Syst. Sci. Eng. 44 (1) (2023)
Md. Rokibul Alam, Sowmitra Saha, Md. Bayejed Bostami, Md. Saiful Islam, Md Shadman Aadeeb, A. K. M. Muzahidul Islam
A Survey on IoT Driven Smart Parking Management System: Approaches, Limitations and Future Research Agenda. IEEE Access 11 (2023)
Lutfun Nahar, Md. Saiful Islam, Mohammad Awrangjeb, Rob Verhoeve, Gervase Tuxworth
DeepCornerNet: A Deep Learning Approach for Automated Corner Grading in Trading Cards. DICTA (2023)
Hasan Shahriar, Md. Saiful Islam, Md. Abrar Jahin, Istiyaque Ahmed Ridoy, Taro Suzuki, Jungpil Shin
Exploring Internet of Things Adoption Challenges in Manufacturing Firms: A Fuzzy Analytical Hierarchy Process Approach. CoRR (2023)
Pramit Dutta, Khaleda Akhter Sathi, Md. Saiful Islam
Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network. CoRR (2022)
Sowmen Das, Md. Saiful Islam, Md. Ruhul Amin
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection. CVPR Workshops (2022)
Muhammad Sheikh Sadi, Mohammed Alotaibi, Md. Repon Islam, Md. Saiful Islam, Tareq Alhmiedat, Zaid Bassfar
Finger-Gesture Controlled Wheelchair with Enabling IoT. Sensors 22 (22) (2022)
Nauros Romim, Mosahed Ahmed, Md. Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts. CoRR (2022)
Sowmen Das, Selim S. Seferbekov, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin
Towards Solving the DeepFake Problem : An Analysis on Improving DeepFake Detection using Dynamic Face Augmentation. ICCVW (2021)
Md. Saiful Islam, Tanhim Islam, Mahady Hasan
Approaching Deep Convolutional Neural Network for Biometric Recognition Based on Fingerprint Database. SAI (2) (2021)
Sowmen Das, Arup Datta, Md. Saiful Islam, Md. Ruhul Amin
Improving DeepFake Detection Using Dynamic Face Augmentation. CoRR (2021)
Md. Saiful Islam, Shahriar Sobhan, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed
Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems. ICDH (2021)
Tahmid Hasan, Abhik Bhattacharjee, Md. Saiful Islam, Kazi Mubasshir, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages. ACL/IJCNLP (Findings) (2021)
Shahriar Sobhan, Md. Saiful Islam, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
Data Analysis Methods for Health Monitoring Sensors: A survey. COMPSAC (2021)
Md. Saiful Islam, Md. Azizur Rahman, Sayedul Anam
Impact of Intellectual Capital and Total Risk Management on Bank Performance. Int. J. Knowl. Based Organ. 11 (1) (2021)
Md. Hamidur Rahman, Md. Saiful Islam, Md. Mine Uddin Jowel, Md. Mehedi Hasan, Ms. Subhenur Latif
Classification of Book Review Sentiment in Bangla Language Using NLP, Machine Learning and LSTM. ICCCNT (2021)
Mohammad Faiyaz Khan, S. M. Sadiq-Ur-Rahman Shifath, Md. Saiful Islam
Improved Bengali Image Captioning via deep convolutional neural network based encoder-decoder model. CoRR (2021)
Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition. CoRR (2021)
S. M. Sadiq-Ur-Rahman Shifath, Mohammad Faiyaz Khan, Md. Saiful Islam
A transformer based approach for fighting COVID-19 fake news. CoRR (2021)
Sowmen Das, Md. Saiful Islam, Md. Ruhul Amin
GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection. CoRR (2021)
Mohamed A. Mohandes, Shafiqur Rehman, Hilal H. Nuha, Md. Saiful Islam, F. H. Schulze
Wind Speed Predictability Accuracy with Height Using LiDAR Based Measurements and Artificial Neural Networks. Appl. Artif. Intell. 35 (8) (2021)
Md Zobaer Hossain, Md Ashraful Rahman, Md. Saiful Islam, Sudipta Kar
BanFakeNews: A Dataset for Detecting Fake News in Bangla. LREC (2020)
Anika Samiha Hossain, Nazia Akter, Md. Saiful Islam
A Stylometric Approach for Author Attribution System Using Neural Network and Machine Learning Classifiers. ICCA (2020)
Khondoker Ittehadul Islam, Md. Saiful Islam, Md. Ruhul Amin
Sentiment analysis in Bengali via transfer learning using multi-lingual BERT. CoRR (2020)
Md. Saiful Islam, Hossain Shahriar, Sweta Sneha, Chi Zhang, Sheikh Iqbal Ahamed
Mobile Sensor-Based Fall Detection Framework. COMPSAC (2020)
Md Zobaer Hossain, Md Ashraful Rahman, Md. Saiful Islam, Sudipta Kar
BanFakeNews: A Dataset for Detecting Fake News in Bangla. CoRR (2020)
Khaleda Akhter Sathi, Md. Saiful Islam
Multi-classification of Brain Tumor Images Based on Hybrid Feature Extraction Method. ICO (2020)
Oishee Bintey Hoque, Mohammad Imrul Jubair, Al-Farabi Akash, Md. Saiful Islam
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition. ACCV Workshops (2020)
S. M. Samiul Salehin, Rasel Miah, Md. Saiful Islam
A Comparative Sentiment Analysis On Bengali Facebook Posts. ICCA (2020)
Md. Rafidul Islam, Md. Saiful Islam, Zakaria Ahmed, Anindya Iqbal, Rifat Shahriyar
Automatic Detection of NoSQL Injection Using Supervised Learning. COMPSAC (1) (2019)
Zachary Hawks, Md. Saiful Islam, Michael C. Lastinger, Henry Rutland, Marshall Trout, Ian D. Walker, Keith Evan Green
Robots in the Home: A Novel Suite of Interactive Devices for Assisting with Disease Prevention and Meal Preparation. GHTC (2019)
Md. Saiful Islam, Nursadul Mamun, Muhammad S. Ullah
Speech Based Deception Detection Using Bispectral Analysis. ICGSP (2018)
Oishee Bintey Hoque, Mohammad Imrul Jubair, Md. Saiful Islam, Al-Farabi Akash, Alvin Sachie Paulson
Real Time Bangladeshi Sign Language Detection using Faster R-CNN. CoRR (2018)
Md Mahadi Hasan Nahid, Md. Ashraful Islam, Bishwajit Purkaystha, Md. Saiful Islam
Comprehending Real Numbers: Development of Bengali Real Number Speech Corpus. CoRR (2018)
Md. Saiful Islam, Mohamed A. Mohandes, Shafiqur Rehman
Erratum to: Vertical extrapolation of wind speed using artificial neural network hybrid system. Neural Comput. Appl. 28 (8) (2017)
Md. Fahad Hasan, Tasmin Afroz, Sabir Ismail, Md. Saiful Islam
Document Decomposition of Bangla Printed Text. CoRR (2017)
Md. Saiful Islam, Mohamed A. Mohandes, Shafiqur Rehman
Vertical extrapolation of wind speed using artificial neural network hybrid system. Neural Comput. Appl. 28 (8) (2017)
Dipaloke Saha, Md. Saddam Hossain, Md. Saiful Islam, Sabir Ismail
Bangla Word Clustering Based on Tri-gram, 4-gram and 5-gram Language Model. CoRR (2017)
Syed Mehedi Hasan Nirob, Md. Kazi Nayeem, Md. Saiful Islam
Statistical Analysis on Bangla Newspaper Data to Extract Trending Topic and Visualize Its Change Over Time. CoRR (2017)
Md. Saiful Islam, Fazla Elahi Md Jubayer, Syed Ikhtiar Ahmed
A Comparative Study on Different Types of Approaches to Bengali document Categorization. CoRR (2017)
Md. Saiful Islam, Jung-Chul Lee, Uipil Chong
Design and implementation of an automated monitoring system. J. Supercomput. 72 (11) (2016)
Md. Saiful Islam, Jung Chul Lee, J. P. Shin, Uipil Chong
Data Analysis of Automated Monitoring System Based on Target Features. CSA/CUTE (2015)
Md. Saiful Islam, Uipil Chong
Noise reduction of continuous wave radar and pulse radar using matched filter and wavelets. EURASIP J. Image Video Process. 2014 (2014)
Saifur Rahman Sabuj, Md. Saiful Islam
Performance Analysis of SFBC and Data Conjugate in MIMO-OFDM System over Nakagami Fading Channel. J. Commun. 7 (11) (2012)
Sher Shermin A. Khan, Md. Saiful Islam
Determination of the Best Apodization Function and Grating Length of Linearly Chirped Fiber Bragg Grating for Dispersion Compensation. J. Commun. 7 (11) (2012)
Md. Mahiuddin, Md. Saiful Islam
Analysis of Performance Limitations in Fiber Bragg Grating Based Optical Add-Drop Multiplexer due to Crosstalk. J. Networks 7 (3) (2012)
S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam
Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks CoRR (2010)
S. M. Kamruzzaman, A. N. M. Rezaul Karim, Md. Saiful Islam, Md. Emdadul Haque
Speaker Identification using MFCC-Domain Support Vector Machine CoRR (2010)