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2020 – today
- 2026
[i19]Hermawan Manurung, Ibrahim Al-Kahfi, Ahmad Rizqi, Martin Clinton Tosima Manullang:
Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking. CoRR abs/2604.24720 (2026)- [i18]Mutia Alfi Mayzaroh, Dwi Fitria Ningsih, Nindi Destriani, Martin Clinton Tosima Manullang:
Benchmarking PyCaret AutoML Against IndoBERT Fine-Tuning for Sentiment Analysis on Indonesian IKN Twitter Data. CoRR abs/2604.25392 (2026) - [i17]Razin Hafid Hamdi, Ivana Margareth Hutabarat, Hanna Gresia Sinaga, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Benchmarking Logistic Regression, SVM, and LightGBM Against BiLSTM with Attention for Sentiment Analysis on Indonesian Product Reviews. CoRR abs/2604.25452 (2026) - [i16]Raihana Adelia Putri, Aisyah Musfirah, Anggi Puspita Ningrum, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Comparative Analysis of AutoML and BiLSTM Models for Cyberbullying Detection on Indonesian Instagram Comments. CoRR abs/2604.26229 (2026) - [i15]Arya Muda Siregar, Arielva Simon Siahaan, Haikal Fransisko Simbolon, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Benchmarking PyCaret AutoML Against BiLSTM for Fine-Grained Emotion Classification: A Comparative Study on 20-Class Emotion Detection. CoRR abs/2604.26310 (2026) - [i14]Berliana Enda Putri, Lisa Diani Amelia, Muhammad Zaky Zaiddan, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Classification of Public Opinion on the Free Nutritional Meal Program on YouTube Media Using the LSTM Method. CoRR abs/2604.26312 (2026) - [i13]Happy Syahrul Ramadhan, Ahmad Sahidin Akbar, Karin Yehezkiel Sinaga, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Sentiment Analysis of AI Adoption in Indonesian Higher Education Using Machine Learning and Transformer-Based Models. CoRR abs/2604.27439 (2026) - [i12]Abit Ahmad Oktarian, Fadhil Fitra Wijaya, Dhafin Razaqa Luthfi, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Enhancing Game Review Sentiment Classification on Steam Platform with Attention-Based BiLSTM. CoRR abs/2605.01315 (2026) - [i11]Vira Putri Maharani, Kharisa Harvanny, Daris Samudra, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Sentiment Analysis of Mobile Legends App Reviews Using Machine Learning and LSTM-Based Deep Learning Models. CoRR abs/2605.01317 (2026) - [i10]Lidia Natasyah Marpaung, Vania Claresta, Iqfina Haula Halika, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Benchmarking LightGBM and BiLSTM for Sentiment Analysis on Indonesian E-Commerce Reviews. CoRR abs/2605.01322 (2026) - [i9]Nabila Zakiyah Zahra, Salwa Farhanatussaidah, Nasywa Nur Afifah, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Benchmarking Logistic Regression, SVM, Naive Bayes, and IndoBERT Fine-Tuning for Sentiment Analysis on Indonesian Product Reviews. CoRR abs/2605.03439 (2026) - [i8]Virdio Samuel Saragih, Baruna Abirawa, Kartini Lovian Simbolon, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
A Comparison of Traditional Machine Learning Algorithms and LSTM-Based Deep Learning Models for Email Sentiment Analysis. CoRR abs/2605.03440 (2026) - [i7]Uliano Wilyam Purba, Andre Hadiman Rotua Parhusip, Sahid Maulana, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Sentiment Analysis of Indonesian Spotify Reviews Using Machine Learning and BiLSTM. CoRR abs/2605.03443 (2026) - [i6]Tanty Widiyastuti, Mayada, Adisty Syawalda Ariyanto, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
A Comparative Study of PyCaret AutoML and CNN-BiLSTM for Binary Hate Speech Detection in Indonesian Twitter. CoRR abs/2605.04885 (2026) - [i5]Ridho Benedictus Togi Manik, Muhammad Aqil Ramadhan, Ihsan Maulana Yusuf, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Sentiment Analysis and Customer Satisfaction Prediction on E-Commerce Platforms Based on YouTube Comments Using the XGBoost Algorithm. CoRR abs/2605.04887 (2026) - [i4]Vita Anggraini, Cintya Bella, Bastian, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
A Comparative Analysis of Machine Learning and Deep Learning Models for Tweet Sentiment Classification: A Case Study on the Sentiment140 Dataset. CoRR abs/2605.04888 (2026) - [i3]Allya Nurul Islami Pasha, Eka Fidiya Putri, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
Hybrid TF-IDF Logistic Regression and MLP Neural Baseline for Indonesian Three-Class Sentiment Analysis on Social Media Text. CoRR abs/2605.07793 (2026) - [i2]Erma Daniar Safitri, Lia Hana Ichisasmita, Citra Agustin, Luluk Muthoharoh, Ardika Satria, Martin Clinton Tosima Manullang:
A Comparative Analysis of Classical Machine Learning and Deep Learning Approaches for Sentiment Classification on IMDb Movie Reviews. CoRR abs/2605.07811 (2026) - 2024
- [i1]Muhammad Yahya Ayyashy Mujahidan, Martin Clinton Tosima Manullang:
Pixel Intensity Tracking for Remote Respiratory Monitoring: A Study on Indonesian Subject. CoRR abs/2412.09938 (2024) - 2021
- [j1]Martin Clinton Tosima Manullang
, Yuan-Hsiang Lin, Sheng-jie Lai, Nai-Kuan Chou:
Implementation of Thermal Camera for Non-Contact Physiological Measurement: A Systematic Review. Sensors 21(23): 7777 (2021)
Coauthor Index
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