Md Saiful Islam

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 41

Top Topics

Transfer Learning

Authorship Attribution

Benchmark Datasets

Observational Data

Top Venues

Publications

Md Saiful Islam, T. M. Tariq Adnan, Jan Freyberg, Sangwu Lee, Abdelrahman Abdelkader, Meghan Pawlik, Cathe Schwartz, Karen Jaffe, Ruth B. Schneider, E. Ray Dorsey, Ehsan Hoque
Accessible, At-Home Detection of Parkinson's Disease via Multi-task Video Analysis. CoRR (2024)
Md Khaledur Rahman, Faysal Amin Tanvir, Md Saiful Islam, Md Shameem Ahsan, Manam Ahmed
Design and Implementation of Low-Cost Electric Vehicles (Evs) Supercharger: A Comprehensive Review. CoRR (2024)
Aisha Khatun, Anisur Rahman, Md Saiful Islam, Hemayet Ahmed Chowdhury, Ayesha Tasnim
Authorship Attribution in Bangla Literature (AABL) via Transfer Learning using ULMFiT. CoRR (2024)
Md Saiful Islam, Fei Liu
Domain-Specific Dictionary between Human and Machine Languages. Inf. 15 (3) (2024)
Md Kamrul Hasan, Md Saiful Islam, Sangwu Lee, Wasifur Rahman, Iftekhar Naim, Mohammed Ibrahim Khan, Ehsan Hoque
TextMI: Textualize Multimodal Information for Integrating Non-verbal Cues in Pre-trained Language Models. CoRR (2023)
Md Saiful Islam, Sangwu Lee, Abdelrahman Abdelkader, Sooyong Park, Ehsan Hoque
PARK: Parkinson's Analysis with Remote Kinetic-tasks. ACIIW (2023)
Md Saiful Islam, Sangwu Lee, Abdelrahman Abdelkader, Sooyong Park, Ehsan Hoque
PARK: Parkinson's Analysis with Remote Kinetic-tasks. CoRR (2023)
Bilash Saha, Md Saiful Islam, Abm Kamrul Riad, Sharaban Tahora, Hossain Shahriar, Sweta Sneha
BlockTheFall: Wearable Device-based Fall Detection Framework Powered by Machine Learning and Blockchain for Elderly Care. CoRR (2023)
Bilash Saha, Md Saiful Islam, A. B. M. Kamrul Riad, Sharaban Tahora, Hossain Shahriar, Sweta Sneha
BlockTheFall: Wearable Device-based Fall Detection Framework Powered by Machine Learning and Blockchain for Elderly Care. COMPSAC (2023)
Md Sharafat Hossain, Md Delwar Hossain, Md Mahbubur Rahman, Yuzo Taenaka, Md Saiful Islam, Youki Kadobayashi
A Comparative Performance Analysis of Android Malware Classification Using Supervised and Semi-supervised Deep Learning. SIN (2023)
Md Saiful Islam, Srijita Das, Sai Krishna Gottipati, William Duguay, Clodéric Mars, Jalal Arabneydi, Antoine Fagette, Matthew Guzdial, Matthew E. Taylor
Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning. CoRR (2023)
Md Saiful Islam, Wasifur Rahman, Abdelrahman Abdelkader, Phillip T. Yang, Sangwu Lee, Jamie L. Adams, Ruth B. Schneider, E. Ray Dorsey, Ehsan Hoque
Using AI to Measure Parkinson's Disease Severity at Home. CoRR (2023)
Tariq Adnan, Md Saiful Islam, Wasifur Rahman, Sangwu Lee, Sutapa Dey Tithi, Kazi Noshin, Imran Sarker, Mohammad Saifur Rahman, Ehsan Hoque
Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework. CoRR (2023)
Md. Imdadul Haque Emon, Khondoker Nazia Iqbal, Istinub Azad, Amena Akter Aporna, Nibraj Safwan Amlan, Md Saiful Islam, Rafeed Rahman
Intracranial Brain Hemorrhage Diagnosis and Classification: A Hybrid Approach. ICICT (2023)
Md. Zarif Ul Alam, Md Saiful Islam, Ehsan Hoque, M. Saifur Rahman
PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition. CoRR (2023)
Md Sarowar Morshed, Md Saiful Islam, Md. Noor-E-Alam
Sampling Kaczmarz-Motzkin method for linear feasibility problems: generalization and acceleration. Math. Program. 194 (1) (2022)
Md Saiful Islam, Adiba Mahbub, Caleb Wohn, Karen Berger, Serena Uong, Varun Kumar, Katrina Smith Korfmacher, Ehsan Hoque
SEER: Sustainable E-commerce with Environmental-impact Rating. CoRR (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. LREC (2022)
Md Saiful Islam
Using ECG signal as an entropy source for efficient generation of long random bit sequences. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (2022)
Mohammad Faiyaz Khan, S. M. Sadiq-Ur-Rahman Shifath, Md Saiful Islam
BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions Dataset. LREC (2022)
Wasifur Rahman, Masum Hasan, Md Saiful Islam, Titilayo Olubajo, Jeet Thaker, Abdelrahman Abdelkader, Phillip Yang, Tetsuo Ashizawa, Ehsan Hoque
Auto-Gait: Automatic Ataxia Risk Assessment with Computer Vision on Gait Task Videos. CoRR (2022)
Abhik Bhattacharjee, Tahmid Hasan, Wasi Ahmad, Kazi Samin Mubasshir, Md Saiful Islam, Anindya Iqbal, M. Sohel Rahman, Rifat Shahriyar
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla. NAACL-HLT (Findings) (2022)
Khondoker Ittehadul Islam, Tanvir Yuvraz, Md Saiful Islam, Enamul Hassan
EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts. AACL/IJCNLP (2) (2022)
Adiba Mahbub Proma, Md Saiful Islam, Stela Ciko, Raiyan Abdul Baten, Ehsan Hoque
NADBenchmarks - a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters. CoRR (2022)
Mohammad Faiyaz Khan, S. M. Sadiq-Ur-Rahman Shifath, Md Saiful Islam
BAN-Cap: A Multi-Purpose English-Bangla Image Descriptions Dataset. CoRR (2022)
Manal, Ali Hasan Md. Linkon, Md. Mahir Labib, Marium-E. Jannat, Md Saiful Islam
Restyling Images with the Bangladeshi Paintings Using Neural Style Transfer: A Comprehensive Experiment, Evaluation, and Human Perspective. CoRR (2021)
Ali Hasan Md. Linkon, Md. Mahir Labib, Faisal Haque Bappy, Soumik Sarker, Marium-E. Jannat, Md Saiful Islam
Deep Learning Approach Combining Lightweight CNN Architecture with Transfer Learning: An Automatic Approach for the Detection and Recognition of Bangladeshi Banknotes. CoRR (2021)
Borhan Uddin, Nahid Reza, Md Saiful Islam, Hasib Ahsan, Mohammad Ruhul Amin
Fighting Against Fake News During Pandemic Era: Does Providing Related News Help Student Internet Users to Detect COVID-19 Misinformation? WebSci (2021)
Md Saiful Islam, Md. Noor-E.-Alam
Feature Selection for Causal Inference from High Dimensional Observational Data with Outcome Adaptive Elastic Net. CoRR (2021)
Syeda Jannatus Saba, Biddut Sarker Bijoy, Henry Gorelick, Sabir Ismail, Md Saiful Islam, Mohammad Ruhul Amin
A Study on Using Semantic Word Associations to Predict the Success of a Novel. *SEM (2021)
Nobel Dhar, Gaurob Saha, Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam
Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network. CoRR (2021)
Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar, Md Saiful Islam, Sheikh Rabiul Islam, Mohammad Ruhul Amin, Shubhra Kanti Karmaker Santu
COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis. IUI Companion (2021)
Nauros Romim, Mosahed Ahmed, Md Saiful Islam, Arnab Sen Sharma, Hriteshwar Talukder, Mohammad Ruhul Amin
HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla. CoRR (2021)
Khondoker Ittehadul Islam, Sudipta Kar, Md Saiful Islam, Mohammad Ruhul Amin
SentNoB: A Dataset for Analysing Sentiment on Noisy Bangla Texts. EMNLP (Findings) (2021)
Md. Kamrul Hasan, James Spann, Masum Hasan, Md Saiful Islam, Kurtis Haut, Rada Mihalcea, Ehsan Hoque
Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video. EMNLP (1) (2021)
Henry Gorelick, Biddut Sarker Bijoy, Syeda Jannatus Saba, Sudipta Kar, Md Saiful Islam, Mohammad Ruhul Amin
Syntax and Themes: How Context Free Grammar Rules and Semantic Word Association Influence Book Success. RANLP (2021)
Tahmid Hasan, Abhik Bhattacharjee, Md Saiful Islam, Kazi Samin, Yuan-Fang Li, Yong-Bin Kang, M. Sohel Rahman, Rifat Shahriyar
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages. CoRR (2021)
Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam, Marium-E. Jannat
Bengali Abstractive News Summarization(BANS): A Neural Attention Approach. CoRR (2020)
Nauros Romim, Mosahed Ahmed, Hriteshwar Talukder, Md Saiful Islam
Hate Speech detection in the Bengali language: A dataset and its baseline evaluation. CoRR (2020)
Mahfuz Ahmed Masum, Sheikh Junayed Ahmed, Ayesha Tasnim, Md Saiful Islam
BAN-ABSA: An Aspect-Based Sentiment Analysis dataset for Bengali and it's baseline evaluation. CoRR (2020)
Md Saiful Islam, Yuan Chen, Ahmed Bouferguene, Mohamed Al-Hussein
Rethinking Urban Open-Space Distribution for Municipal Financial Sustainability. J. Comput. Civ. Eng. 33 (3) (2019)