Joan Santoso

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Named Entity Recognition

Weakly Supervised

Shallow Parsing

Relation Extraction

Top Venues

Knowl. Eng. Data Sci.

Expert Syst. Appl.

Publications

Wiwik Anggraeni, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Surya Sumpeno, Pujiadi, Sugiyanto Sugiyanto, Joan Santoso, Mauridhi Hery Purnomo
A hybrid EMD-GRNN-PSO in intermittent time-series data for dengue fever forecasting. Expert Syst. Appl. 237 (Part B) (2024)
Joan Santoso, Patrick Sutanto, Billy Cahyadi, Esther Irawati Setiawan
Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation. ACL (Findings) (2024)
Fransiskus Xaverius Ferdinandus, Joan Santoso, Esther Irawati Setiawan, Eko Mulyanto Yuniarno, I Ketut Eddy Purnama, Mauridhi Hery Purnomo
3-D Visualization for Lung Covid-19 Infection Based on U-Net CNN Segmentation. IEEE Trans. Instrum. Meas. 72 (2023)
Joan Santoso, Esther Irawati Setiawan, Fransiskus Xaverius Ferdinandus, Gunawan Gunawan, Leonel Hernandez
Indonesian Language Term Extraction using Multi-Task Neural Network. Knowl. Eng. Data Sci. 5 (2) (2022)
Christian Nathaniel Purwanto, Joan Santoso, Po-Ruey Lei, Hui-Kuo Yang, Wen-Chih Peng
FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization. TAAI (2021)
Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Fachrul Kurniawan
Indonesian Sentence Boundary Detection using Deep Learning Approaches. Knowl. Eng. Data Sci. 4 (1) (2021)
Joan Santoso, Esther Irawati Setiawan, Christian Nathaniel Purwanto, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo
Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory. Expert Syst. Appl. 176 (2021)
Van-Thuy Phi, Joan Santoso, Van-Hien Tran, Hiroyuki Shindo, Masashi Shimbo, Yuji Matsumoto
Distant Supervision for Relation Extraction via Piecewise Attention and Bag-Level Contextual Inference. IEEE Access 7 (2019)
Tri Septianto, Endang Setyati, Joan Santoso
Digit Classification of Majapahit Relic Inscription using GLCM-SVM. Knowl. Eng. Data Sci. 1 (2) (2018)
Van-Thuy Phi, Joan Santoso, Masashi Shimbo, Yuji Matsumoto
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction. ACL (2) (2018)
Joan Santoso, Gunawan, Hermes Vincentius Gani, Eko Mulyanto Yuniarno, Mochamad Hariadi, Mauridhi Hery Purnomo
Noun phrases extraction using shallow parsing with C4.5 decision tree algorithm for Indonesian Language ontology building. ISCIT (2015)
Arya Tandy Hermawan, Gunawan, Joan Santoso
Natural Language Grammar Induction of Indonesian Language Corpora Using Genetic Algorithm. IALP (2011)