Andrea Stevens Karnyoto

Binus University — ID

Computer Science · Physical Sciences

5h-index98citations37works1.52yr avg
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Research Topics

Edcuational Technology Systems(6), Misinformation and Its Impacts(5), Topic Modeling(4), Sentiment Analysis and Opinion Mining(4), Spam and Phishing Detection(4)

Publications37 total

A Quantum-Secured Federated Deep Learning Framework for Multimodal Stress Prediction Using Smartwatch and Smartphone IoT Data
Engineering Technology & Applied Science Research·2026Open Access
The Impact of AI-Generated Hallucinations in Educational Settings: Trends, Gaps, and Future Directions
2025
Early diagnosis of alzheimer’s disease using PET imaging and deep learning with comparative data augmentation techniques
Scientific Reports·2025Open Access
Advancing Education Through LLM-Generated Multiple-Choice Questions
2025
Exploring the artificial intelligence implementation in solar photovoltaics: a bibliometric analysis and emerging trends
IOP Conference Series Earth and Environmental Science·2025Open Access
Analyzing Trends, Gaps, and Future Directions in Human Resources Management Through Artificial Intelligence and Machine Learning
2025
Sentence Similarity Task Performance with Data Augmentation and Pre-trained Transformers
2025
Heterogeneous ensemble learning: modified ConvNextTiny for detecting molecular expression of breast cancer on standard biomarkers
Frontiers in Computer Science·2025Open Access
Systematic Literature Review on General-Use Handwritten Document Processing Using OCR and LLM in Mobile Application
2025
Karst Ecosystem Restoration in the Nglirip Cave Nature Reserve with Endemic Plants
International Journal of Environmental Sustainability and Social Science·2025Open Access
Crack Catcher AI — Enabling Smart Fracture Mechanics Approach for Damage Control in Thin Silicon Wafers for 3D Semiconductor Integrated Devices/Packages
2025· 1 cited
Mapping the Scientific Landscape of Integrated Scheduling Towards Industry 5.0 with A Bibliometric Analysis
Procedia Computer Science·2025· 1 citedOpen Access
Sentiment Analysis: Indonesia Netflix User's Comment Using Multiple Lexicon-Based Dictionaries
2024· 1 cited
ConvNeXt Model for Breast Cancer Image Classification
2024· 5 cited
Leveraging ALBERT for Sentiment Classification of Long-Form ChatGPT Reviews on Twitter
International Journal of Computing and Digital Systems·2024· 9 citedOpen Access
The Implementation Of Innovation Program Report: 3 In 1 Anion Bed Operating Pattern For Water Efficiency And Water Pollution Loads Improvement
International Journal of Environmental Sustainability and Social Science·2024Open Access
Redesigning the Element Profile of Air Preheater in Coal-fired power plants for Emission Reduction and Efficiency Improvement
International Journal of Environmental Sustainability and Social Science·2024Open Access
A Hybrid CNN-SVM Approach for Malaria in Blood Cell Detection
2024· 7 cited
LDA Topic Modeling for Bioinformatics Terms in arXiv Documents
Procedia Computer Science·2024· 5 citedOpen Access
The impact of information technology on fake news
AIP conference proceedings·2023
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Frequent Co-authors

Bens Pardamean(8), Indo Intan(6), Bens Budiarto Pardamean(5), Chengjie Sun(4), Bingquan Liu(3), Xiaolong Wang(3), Mahmud Isnan(3), Fitya Syarifa Mozar(3), Munirul ICHWAN(3), Devin Setiawan(2), Anak Agung Ayu Putri Ardyanti(2), Derrick Speaks(2), Arief Suriadi Budiman(2), Parea Rusan Rangan(2), Yusri Anugerah(2), Manapa Ambabunga(2), Abedneigo Rambulangi(2), Wanda Safira(1), Benedictus Prabaswara(1), Xiaolong Wang(1)