Ardika Satria

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Papers (16)

1. A Comparative Analysis of Classical Machine Learning and Deep Learning Approaches for Sentiment Classification on IMDb Movie Reviews cs.CL · 2026 · author #5
2. Hybrid TF--IDF Logistic Regression and MLP Neural Baseline for Indonesian Three-Class Sentiment Analysis on Social Media Text cs.CL · 2026 · author #4
3. A Comparative Analysis of Machine Learning and Deep Learning Models for Tweet Sentiment Classification: A Case Study on the Sentiment140 Dataset cs.CL · 2026 · author #5
4. Sentiment Analysis and Customer Satisfaction Prediction on E-Commerce Platforms Based on YouTube Comments Using the XGBoost Algorithm cs.CL · 2026 · author #5
5. A Comparative Study of PyCaret AutoML and CNN-BiLSTM for Binary Hate Speech Detection in Indonesian Twitter cs.CL · 2026 · author #5
6. Sentiment Analysis of Indonesian Spotify Reviews Using Machine Learning and BiLSTM cs.CL · 2026 · author #5
7. A Comparison of Traditional Machine Learning Algorithms and LSTM-Based Deep Learning Models for Email Sentiment Analysis cs.CL · 2026 · author #5
8. Benchmarking Logistic Regression, SVM, Naive Bayes, and IndoBERT Fine-Tuning for Sentiment Analysis on Indonesian Product Reviews cs.CL · 2026 · author #5
9. Benchmarking LightGBM and BiLSTM for Sentiment Analysis on Indonesian E-Commerce Reviews cs.CL · 2026 · author #5
10. Sentiment Analysis of Mobile Legends App Reviews Using Machine Learning and LSTM-Based Deep Learning Models cs.CL · 2026 · author #5
11. Enhancing Game Review Sentiment Classification on Steam Platform with Attention-Based BiLSTM cs.CL · 2026 · author #5
12. Sentiment Analysis of AI Adoption in Indonesian Higher Education Using Machine Learning and Transformer-Based Models cs.CL · 2026 · author #5
13. Classification of Public Opinion on the Free Nutritional Meal Program on YouTube Media Using the LSTM Method cs.CL · 2026 · author #5
14. Benchmarking PyCaret AutoML Against BiLSTM for Fine-Grained Emotion Classification: A Comparative Study on 20-Class Emotion Detection cs.CL · 2026 · author #5
15. Comparative Analysis of AutoML and BiLSTM Models for Cyberbullying Detection on Indonesian Instagram Comments cs.CL · 2026 · author #5
16. Benchmarking Logistic Regression, SVM, and LightGBM Against BiLSTM with Attention for Sentiment Analysis on Indonesian Product Reviews cs.CL · 2026 · author #5

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Frequent Coauthors

• Luluk Muthoharoh 16 shared papers
• Martin Clinton Tosima Manullang 8 shared papers
• Martin C.T. Manullang 7 shared papers
• Abit Ahmad Oktarian 1 shared papers
• Adisty Syawalda Ariyanto 1 shared papers
• Ahmad Sahidin Akbar 1 shared papers
• Aisyah Musfirah 1 shared papers
• Allya Nurul Islami Pasha 1 shared papers
• Andre Hadiman Rotua Parhusip 1 shared papers
• Anggi Puspita Ningrum 1 shared papers
• Arielva Simon Siahaan 1 shared papers
• Arya Muda Siregar 1 shared papers
• Baruna Abirawa 1 shared papers
• Bastian 1 shared papers
• Berliana Enda Putri 1 shared papers
• Cintya Bella 1 shared papers
• Citra Agustin 1 shared papers
• Daris Samudra 1 shared papers
• Dhafin Razaqa Luthfi 1 shared papers
• Eka Fidiya Putri 1 shared papers