Joan Santoso

According to our database, Joan Santoso authored at least 15 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO.

Patrick Sutanto, Jonathan Kenrick, Max Lorenz, Joan Santoso

CoRR, June, 2025

2024

A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting.

Wiwik Anggraeni, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Surya Sumpeno, Pujiadi, Sugiyanto Sugiyanto, Joan Santoso, Mauridhi Hery Purnomo

Expert Syst. Appl., March, 2024

Timbre Style Transfer for Musical Instruments Acoustic Guitar and Piano using the Generator-Discriminator Model.

Widean Nagari, Joan Santoso, Esther Irawati Setiawan

Knowl. Eng. Data Sci., 2024

LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering.

Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan, Aji Prasetya Wibawa

CoRR, 2024

Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation.

Joan Santoso, Patrick Sutanto, Billy Cahyadi, Esther Irawati Setiawan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation.

Fransiskus Xaverius Ferdinandus, Joan Santoso, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo

IEEE Trans. Instrum. Meas., 2023

2022

Indonesian Language Term Extraction using Multi-Task Neural Network.

Joan Santoso, Esther Irawati Setiawan, Fransiskus Xaverius Ferdinandus, Gunawan Gunawan, Leonel Hernandez

Knowl. Eng. Data Sci., 2022

2021

Indonesian Sentence Boundary Detection using Deep Learning Approaches.

Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Fachrul Kurniawan

Knowl. Eng. Data Sci., 2021

Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory.

Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo

Expert Syst. Appl., 2021

FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization.

Christian Nathaniel Purwanto, Joan Santoso, Po-Ruey Lei, Hui-Kuo Yang, Wen-Chih Peng

Proceedings of the 2021 International Conference on Technologies and Applications of Artificial Intelligence, 2021

2019

Distant Supervision for Relation Extraction via Piecewise Attention and Bag-Level Contextual Inference.

Van-Thuy Phi, Joan Santoso, Van-Hien Tran, Hiroyuki Shindo, Masashi Shimbo, Yuji Matsumoto

IEEE Access, 2019

2018

Digit Classification of Majapahit Relic Inscription using GLCM-SVM.

Tri Septianto, Endang Setyati, Joan Santoso

Knowl. Eng. Data Sci., 2018

Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction.

Van-Thuy Phi, Joan Santoso, Masashi Shimbo, Yuji Matsumoto

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2015

Noun phrases extraction using shallow parsing with C4.5 decision tree algorithm for Indonesian Language ontology building.

Joan Santoso, Gunawan, Hermes Vincentius Gani, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo

Proceedings of the 15th International Symposium on Communications and Information Technologies, 2015

2011

Natural Language Grammar Induction of Indonesian Language Corpora Using Genetic Algorithm.

Arya Tandy Hermawan, Gunawan, Joan Santoso

Proceedings of the International Conference on Asian Language Processing, 2011