Author

Zerin Nasrin Tumpa

Observed name: Tumpa, Zerin Nasrin

Institution: University of Hawaiʻi at Mānoa

Observed institutions: University of Hawaiʻi at Mānoa, Daffodil International University

ORCID: 0009-0003-6157-3371

Observed ORCID: 0009-0003-6157-3371

OpenAlex ID: A5008152951

Sentiment Analysis of Restaurant Reviews using Combined CNN-LSTM

2020 · Naimul Hossain, Md. Rafiuzzaman Bhuiyan, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 65

A Comparative Study on Prediction of Dengue Fever Using Machine Learning Algorithm

2020 · Saif Mahmud Khan Dourjoy, Abu Mohammed Golam Rabbani Rafi, et al. · Lecture notes in networks and systems · 29

IoT-Based Intelligent Gas Leakage Detection and Fire Protection System

2022 · Gazi Zahirul Islam, Md. Mobarak Hossain, et al. · International Journal of Interactive Mobile Technologies (iJIM) · 15

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The Early Detection of Dementia Disease Using Machine Learning Approach

2023 · Md Shariar Kabir, Jakia Khanom, et al. · International Conference on Computer Communication and Informatics (ICCCI) · 12

Real-Time Data Visualization Using Business Intelligence Techniques in Small and Medium Enterprises for Making a Faster Decision on Sales Data

2022 · Owes Quruny Shubho, Zerin Nasrin Tumpa, et al. · EAI/Springer Innovations in Communication and Computing · 12

Understanding Business Intelligence in The Context of Mental Healthcare Sector of Bangladesh for Improving Health Services

2020 · Zerin Nasrin Tumpa, Mohd. Saifuzzaman, et al. · IEEE Region Humanitarian Technology Conference · 12

An Attention Based Approach for Sentiment Analysis of Food Review Dataset

2020 · Md. Rafiuzzaman Bhuiyan, Mahmudul Hasan Mahedi, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 10

Gamification in Children Education: Balloon Shooter

2018 · Marzan Tasnim Oyshi, Mohd. Saifuzzaman, et al. · International Conference on Computing, Communication and Automation · 10

Sentiment Analysis of Amazon Book Review Data Using Lexicon Based Analysis

2020 · Fatema Khatun, S. M. Mazharul Hoque Chowdhury, et al. · Advances in intelligent systems and computing · 6

Quantifying device type and handedness biases in a remote Parkinson’s disease AI-powered assessment

2025 · Zerin Nasrin Tumpa, Md Rahat Shahriar Zawad, et al. · npj Digital Medicine · 5

Crime Monitoring from Newspaper Data based on Sentiment Analysis

2019 · S. M. Mazharul Hoque Chowdhury, Zerin Nasrin Tumpa, et al. · International Conference on System Modeling & Advancement in Research Trends (SMART) · 5

IoT Security Issues and Possible Solution Using Blockchain Technology

2020 · Marzan Tasnim Oyshi, Moushumi Zaman Bonny, et al. · Lecture notes in networks and systems · 3

Fine-tuning a multimodal large language model for clinician-grade autism behavioral scoring from short home videos

2026 · Honarmand, Mohammadmahdi, Azizian, Parnian, et al. · arXiv (Cornell University) · 2

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Remote Assessment of Parkinson Disease Using Deep Learning on Structured Mouse-Trace Data From Suspected Cases: Machine-Learning Pilot Feasibility Study

2026 · Md Rahat Shahriar Zawad, Zerin Nasrin Tumpa, et al. · JMIR Formative Research · 1

RobustPDx: A Structured Web-Based Parkinson’s Assessment Dataset and Benchmark for AI Robustness

2026 · Zerin Nasrin Tumpa, Md Rahat Shahriar Zawad, et al. · Figshare · 1

Deep Learning Prediction of Parkinson’s Disease using Remotely Collected Structured Mouse Trace Data

2024 · Md Rahat Shahriar Zawad, Zerin Nasrin Tumpa, et al. · medRxiv · 1

RobustPDx: A Structured Web-Based Parkinson’s Assessment Dataset and Benchmark for AI Robustness to Device Type and Handedness