Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Projects
- 7 Finished
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Analisis dan Pengembangan Metode Pendeteksian Topik Berbasis BERT dan Deep Clustering
Murfi, H. (PI)
1/01/23 → 1/01/24
Project: Research
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Pengembangan dan Analisis Metode Machine Learning untuk Big Data – Studi Kasus Internet dan Industri Asuransi
Murfi, H. (PI)
11/03/19 → 31/12/19
Project: Research
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Pengembangan dan Analisis Metode Machine Learning untuk Prediksi Tingkat Mortalitas
Murfi, H. (PI)
1/01/18 → 31/12/18
Project: Research
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Pengembangan dan Analisis Metode Machine Learning pada Industri Asuransi
Murfi, H. (PI)
1/01/18 → 31/12/18
Project: Research
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BERT-based combination of convolutional and recurrent neural network for indonesian sentiment analysis
Murfi, H., Syamsyuriani, Gowandi, T., Ardaneswari, G. & Nurrohmah, S., Jan 2024, In: Applied Soft Computing. 151, 111112.Research output: Contribution to journal › Article › peer-review
Open Access18 Citations (Scopus) -
BERT-Based Deep Embedded Clustering for Topic Modeling
Cahyadi, D. J., Murfi, H., Satria, Y., Abdullah, S. & Widyaningsih, Y., 2024, In: International Conference on Computer, Control, Informatics and its Applications, IC3INA. 2024, p. 331-336 6 p.Research output: Contribution to journal › Conference article › peer-review
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Claim Severity Prediction of Workers' Compensation Using Tree and Neural Networks-Based Models
Tjahjono, S., Murfi, H. & Devila, S., 2024, In: Proceedings - Swiss Conference on Data Science, SDS. 2024, p. 225-228 4 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Continual Learning of Deep Learning for Indonesian Sentiment Analysis
Nikanor, C. J., Murfi, H., Osmardifa, M. A. & Ardaneswari, G., 2024, Signals and Communication Technology. Springer Science and Business Media Deutschland GmbH, p. 13-26 14 p. (Signals and Communication Technology; vol. Part F1703).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Evaluating XGBoost for Competitive Insurance Pricing: A Case Study on Motor Third-Party Liability Insurance
Ibrahim, J., Stanley, J., Murfi, H., Novkaniza, F. & Devila, S., 2024, 2024 International Conference on Intelligent Cybernetics Technology and Applications, ICICyTA 2024. Institute of Electrical and Electronics Engineers Inc., p. 847-852 6 p. (2024 International Conference on Intelligent Cybernetics Technology and Applications, ICICyTA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review