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Author

Ghinaa Zain Nabiilah

Observed name: Zain Nabiilah, Ghinaa
Institution: Binus University
Observed institution: Binus University
ORCID: 0000-0001-7638-7449
Observed ORCID: 0000-0001-7638-7449
OpenAlex ID: A5020940943
BERT base model for toxic comment analysis on Indonesian social media
2023 · Ghinaa Zain Nabiilah, Simeon Yuda Prasetyo, et al. · Procedia Computer Science · 75
Indonesian multilabel classification using IndoBERT embedding and MBERT classification
2023 · Ghinaa Zain Nabiilah, Islam Nur Alam, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 66
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K-Nearest Neighbor Algorithm for Heart Disease Detection: A Comparative Evaluation of Minkowski and Manhattan Distances
2023 · Simeon Yuda Prasetyo, Ghinaa Zain Nabiilah, et al. · International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) · 15
A Comparative Analysis of Decision Tree and Support Vector Machine on Suicide Ideation Detection
2023 · Mario Sebastian Santoso, Jovan Jonathan Suryadi, et al. · Procedia Computer Science · 12
Effectiveness Analysis of RoBERTa and DistilBERT in Emotion Classification Task on Social Media Text Data
2025 · Ghinaa Zain Nabiilah · Engineering MAthematics and Computer Science (EMACS) Journal · 11
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Rust's Memory Safety Model: An Evaluation of Its Effectiveness in Preventing Common Vulnerabilities
2023 · Oey Kevin Andrian Santoso, Catherine Kwee, et al. · Procedia Computer Science · 11
Perbandingan Model Machine Learning pada Klasifikasi Tumor Otak Menggunakan Fitur Discrete Cosine Transform
2023 · Simeon Yuda Prasetyo, Ghinaa Zain Nabiilah · Jurnal Teknologi Terpadu · 10
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Time-Based Steganography Image with Dynamic Encryption Key Generation
2023 · Kevin Wijaya, Bryan Lansky, et al. · Procedia Computer Science · 10
Model-Based Learning Techniques for Accurate Heart Disease Risk Prediction
2023 · Simeon Yuda Prasetyo, Hanis Amalia Saputri, et al. · International Conference on Modeling & E-Information Research, Artificial Learning and Digital Applications (ICMERALDA) · 9
Spam Detection in Short Message Service (SMS) Using Naïve Bayes, SVM, LSTM, and CNN
2023 · Edward Wijaya, Gracella Noveliora, et al. · International Conference on Information Technology, Computer, and Electrical Engineering · 9
Personality Classification Based on Textual Data using Indonesian Pre-Trained Language Model and Ensemble Majority Voting
2023 · Ghinaa Zain Nabiilah, Derwin Suhartono · Revue d intelligence artificielle · 8
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Comparative analysis of machine learning and survival analysis for breast cancer prediction
2024 · Madeline Emily, Felicia Meidioktaviana, et al. · Procedia Computer Science · 7
Pneumonia Detection on X-Ray Imaging using Softmax Output in Multilevel Meta Ensemble Algorithm of Deep Convolutional Neural Network Transfer Learning Models
2023 · Simeon Yuda Prasetyo, Ghinaa Zain Nabiilah, et al. · International Journal of Advances in Intelligent Informatics · 7
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Comparing Age Estimation with CNN and EfficientNetV2B1
2023 · Marco Vito Christopher, Abdul Wahid, et al. · Procedia Computer Science · 6
Exploring Cosine and Euclidean Metrics in K-Nearest Neighbors for Breast Cancer Diagnosis
2024 · Simeon Yuda Prasetyo, Ghinaa Zain Nabiilah, et al. · International Conference on Informatics and Computational Sciences (ICICoS) · 5
Analyzing Machine Learning Approaches for Diabetes Risk Prediction: Comparative Performance Assessment Using BRFSS Data
2024 · Simeon Yuda Prasetyo, Zahra Nabila Izdihar, et al. · International Conference on Informatics and Computational Sciences (ICICoS) · 5
Comparing Convolutional Neural Network Models with MobileNet-Based in Diabetic Retinopathy Classification
2023 · Simeon Yuda Prasetyo, Ajeng Wulandari, et al. · International Workshop on Artificial Intelligence and Image Processing (IWAIIP) · 4
Integrating VGG Re-trained Feature Extraction with Machine Learning for Knee Osteoarthritis Severity Levels Detection Using X-ray Images
2025 · Simeon Yuda Prasetyo, Ghinaa Zain Nabiilah · ITEGAM- Journal of Engineering and Technology for Industrial Applications (ITEGAM-JETIA) · 3
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Leveraging Deep Learning for Early Detection of Stomach Cancer: A Convolutional Neural Network Approach
2024 · Arya Maulana Bratajaya A, Ghinaa Zain Nabiilah, et al. · International Conference on Cybernetics and Intelligent System (ICORIS) · 3
Age Estimation from Face Image using Discrete Cosine Transform Feature and Artificial Neural Network
2022 · Simeon Yuda Prasetyo, Ghinaa Zain Nabiilah, et al. · International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) · 3
Spam Detection on YouTube Comment Section: Comparison Between Deep Learning and Machine Learning Methods
2025 · Jovian Yanto, Richie Darylson Tandiono, et al. · IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT) · 2
Exploring Sentiment Patterns in ChatGPT Interactions: A Machine and Deep Learning Approach to Sentiment Classification
2025 · Andrew Jonathan, Cornelius Karel Halim, et al. · International Conference on Smart Computing, IoT and Machine Learning (SIML) · 2
Mental Disorder Indication Detection with Transformer Model Architecture
2024 · Ghinaa Zain Nabiilah, Simeon Yuda Prasetyo, et al. · International Conference on Information Technology Systems and Innovation · 2
Thread User Sentiment Analysis Based on Text Using LGBM, SVM, and Logistic Regression Algorithm
2024 · Nicholas Vincent Chao, Rafael Jo, et al. · International Conference on Cybernetics and Intelligent System (ICORIS) · 2
Pneumonia detection on x-ray image using improved depthwise separable convolutional neural networks
2024 · Islam Nur Alam, Ghinaa Zain Nabiilah, et al. · IAES International Journal of Artificial Intelligence · 2
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Works count: 58
Citation count: 298
H-index: 9
I10-index: 8
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