Sentiment analysis for TikTok review using VADER sentiment and SVM model

M Isnan, GN Elwirehardja, B Pardamean - Procedia Computer Science, 2023 - Elsevier
TikTok, a social networking site for uploading short videos, has become one of the most
popular. Despite this, not all users are happy with the app; there are criticisms and …

Indonesian Agricultural-crops classification using transfer learning model

M Isnan, AA Hidayat, B Pardamean - Procedia Computer Science, 2023 - Elsevier
Classification of Indonesian crops is a critical task in develo** farming and getting more
understanding of agriculture. However, there is no clear task in classifying types of crops in …

Principal component analysis implementation on machine learning in diabetes classification

M Tantowen, K Putra, M Isnan, B Pardamean - Commun. Math. Biol …, 2024 - scik.org
Diabetes Mellitus, a global health burden linked to increased cancer risks, can be identified
through variables like BMI, age, blood sugar, and HbA1c. This study explored diverse …

SwAV transfer learning and knowledge distillation on chest X-ray classification

AS Karnyoto, GN Elwirehardja, TW Cenggoro… - Commun. Math. Biol …, 2024 - scik.org
COVID-19 has severely impacted human life. In response, researchers worldwide have
focused on develo** advanced computer systems capable of analyzing chest X-rays …

Comparative analysis of self-supervised pre-trained vision transformers and convolutional neural networks with CheXNet in classifying lung conditions

GN Elwirehardja, SM Liem, ML Adjie, FA Tjan… - Commun. Math. Biol …, 2025 - scik.org
Classifying lung diseases from images has been a challenging task for Deep Learning (DL)
methods. Self-Supervised Learning (SSL) in particular has been widely recognized to be …