Hendri Murfi

33 papers C 2Journal 12Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
Interpretable XGBoost for Predicting the Severity of Workers' Compensation Insurance Claims.
SNAMS
Arij Zahari Aen Izzati, Hendri Murfi, Suci Fratama Sari
2025 J jnl
Large Language Model-Based Topic-Level Sentiment Analysis for E-Grocery Consumer Reviews.
Big Data Cogn. Comput.
Julizar Isya Pandu Wangsa, Yudhistira Jinawi Agung, Safira Raissa Rahmi, Hendri Murfi, Nora Hariadi, Siti Nurrohmah, Yudi Satria, Choiru Za'in
2024 — conf
BERT-Based Deep Embedded Clustering for Topic Modeling.
IC3INA
Danu Julian Cahyadi, Hendri Murfi, Yudi Satria, Sarini Abdullah, Yekti Widyaningsih
2024 J jnl
BERT-based combination of convolutional and recurrent neural network for indonesian sentiment analysis.
Appl. Soft Comput.
Hendri Murfi, Syamsyuriani, Theresia Gowandi, Gianinna Ardaneswari, Siti Nurrohmah
2024 — conf
Claim Severity Prediction of Workers' Compensation Using Tree and Neural Networks-Based Models.
SDS
Samuel Tjahjono, Hendri Murfi, Sindy Devila
2024 — conf
Topic-level Sentiment Analysis for User Reviews in Gasoline Subsidy Application.
SDS
Darin Wijaya, Hendri Murfi, Gianinna Ardaneswari
2023 C conf
BERT-Based Hybrid Deep Learning with Text Augmentation for Sentiment Analysis of Indonesian Hotel Reviews.
DATA
Maxwell Thomson, Hendri Murfi, Gianinna Ardaneswari
2023 C conf
The Imbalance Data Handling of XGBoost in Insurance Fraud Detection.
DATA
Nathanael Theovanny Averro, Hendri Murfi, Gianinna Ardaneswari
2022 J jnl
BERT-Based Combination of Convolutional and Recurrent Neural Network for Indonesian Sentiment Analysis.
CoRR
Hendri Murfi, Syamsyuriani, Theresia Gowandi, Gianinna Ardaneswari, Siti Nurrohmah
2022 J jnl
Deep autoencoder-based fuzzy c-means for topic detection.
Array
Hendri Murfi, Natasha Rosaline, Nora Hariadi
2022 J jnl
Non-Invasive Classification of Blood Glucose Level for Early Detection Diabetes Based on Photoplethysmography Signal.
Inf.
Ernia Susana, Kalamullah Ramli, Hendri Murfi, Nursama Heru Apriantoro
2022 J jnl
The performance of BERT as data representation of text clustering.
J. Big Data
Alvin Subakti, Hendri Murfi, Nora Hariadi
2021 J jnl
A scalable eigenspace-based fuzzy c-means for topic detection.
Data Technol. Appl.
Hendri Murfi
2021 J jnl
Deep Autoencoder-based Fuzzy C-Means for Topic Detection.
CoRR
Hendri Murfi, Natasha Rosaline, Nora Hariadi
2021 — conf
Performance Analysis of Hybrid Architectures of Deep Learning for Indonesian Sentiment Analysis.
SCDS
Theresia Gowandi, Hendri Murfi, Siti Nurrohmah
2020 — conf
A Comparative Study of Latent Semantics-based Anchor Word Selection Method for Separable Nonnegative Matrix Factorization.
BDET
Naufal Khairil Imami, Hendri Murfi, Arie Wibowo
2020 J jnl
Noninvasive Classification of Blood Pressure Based on Photoplethysmography Signals Using Bidirectional Long Short-Term Memory and Time-Frequency Analysis.
IEEE Access
Hendrana Tjahjadi, Kalamullah Ramli, Hendri Murfi
2020 J jnl
Theme Mapping and Bibliometrics Analysis of One Decade of Big Data Research in the Scopus Database.
Inf.
Anne Parlina, Kalamullah Ramli, Hendri Murfi
2019 — conf
Analysis of Deep Neural Networks for Automobile Insurance Claim Prediction.
DMBD
Aditya Rizki Saputro, Hendri Murfi, Siti Nurrohmah
2019 — conf
Fuzzy C-Means in Lower Dimensional Space for Topics Detection on Indonesian Online News.
DMBD
Praditya Nugraha, Muhammad Rifky Yusdiansyah, Hendri Murfi
2019 — conf
Monitoring Trending Topics of Real-World Events on Indonesian Tweets Using Fuzzy C-Means in Lower Dimensional Space.
ICAAI
Hendri Murfi
2019 — conf
Randomspace-Based Fuzzy C-Means for Topic Detection on Indonesia Online News.
MIWAI
Muhammad Rifky Yusdiansyah, Hendri Murfi, Arie Wibowo
2019 — conf
The Performance of One Dimensional Naïve Bayes Classifier for Feature Selection in Predicting Prospective Car Insurance Buyers.
DMBD
Dilla Fadlillah Salma, Hendri Murfi, Devvi Sarwinda
2019 J jnl
Topic features for machine learning-based sentiment analysis in Indonesian tweets.
Int. J. Intell. Comput. Cybern.
Hendri Murfi, Furida Lusi Siagian, Yudi Satria
2018 — conf
Analysis of convolution neural network for transfer learning of sentiment analysis in Indonesian tweets.
DSIT
Oki Saputra Jaya, Hendri Murfi, Siti Nurrohmah
2018 J jnl
Implementation and Analysis of Combined Machine Learning Method for Intrusion Detection System.
Int. J. Commun. Networks Inf. Secur.
Bisyron Wahyudi Masduki, Kalamullah Ramli, Hendri Murfi
2018 — conf
Kernelized eigenspace based fuzzy C-means for sensing trending topics on Twitter.
DSIT
Yudho Prakoso, Hendri Murfi, Arie Wibowo
2018 — conf
The Accuracy of Fuzzy C-Means in Lower-Dimensional Space for Topic Detection.
SmartCom
Hendri Murfi
2017 — conf
Accuracy of separable nonnegative matrix factorization for topic extraction.
ICCIP
Hendri Murfi
2017 — conf
The singular value decomposition-based anchor word selection method for separable nonnegative matrix factorization.
IALP
Delano Novrilianto, Hendri Murfi, Arie Wibowo
2010 — —
Machine learning for text indexing: concept extraction, keyword extraction and tag recommendation.
Hendri Murfi
2009 — conf
A Two-Level Learning Hierarchy of Concept Based Keyword Extraction for Tag Recommendations.
DC@PKDD/ECML
Hendri Murfi, Klaus Obermayer
2002 — conf
A two-level learning hierarchy for constructing incremental projection generalizing neural networks.
APCCAS (2)
Hendri Murfi, Benyamin Kusumoputro