Esther's Personal Site

Research and Collaboration

Publications

2023

  • Indonesian Language Term Extraction using Multi-Task Neural Network
    J. Santoso, E. I. Setiawan, F. X. Ferdinandus, G. Gunawan, and L. Hernandez
    In Knowledge Engineering and Data Science, vol. 5, no. 2, pp. 160–167, 2023 [paper]
  • Deteksi Aspek Review E-Commerce Menggunakan IndoBERT Embedding dan CNN
    S. Imron, E.I. Setiawan, and J. Santoso
    In INSYST: Journal of Intelligent System and Computation, vol. 5, no. 1, pp10-16, 2023 [paper]
  • Faktor-Faktor yang Mempengaruhi Repurchase Intention Pada E-Marketplace Dengan Menggunakan Extended Expectation Confirmation Model (ECM)
    M.F. Yusuf, E. Pramana, and E.I. Setiawan
    In Jurnal Teknologi Informasi dan Komunikasi (Teknika), vol. 12, no. 1, pp232-241, 2023 [paper]

2022

  • 3D Visualization for Lung Surface Images of Covid-19 Patients based on U-Net CNN Segmentation
    FX Ferdinandus, E.I. Setiawan, E.M. Yuniarno, and M.H. Purnomo
    In EMITTER International Journal of Engineering Technology, vol. 10, no. 2, pp. 320-337, Dec. 2022 [paper]
  • Pembentukan Aturan Fuzzy Untuk Pemberian Rekomendasi Penerima Bantuan Keluarga Berumah Tidak Layak Huni Menggunakan K-means Clustering
    Aidil, J.P. Sugiono, E.I. Setiawan, and A.S. Putra
    In Journal of Intelligent System and Computation (INSYST), vol. 4, no. 2, pp. 85–92, Oct. 2022 [paper]
  • Aspect based Sentiment Analysis Aduan Mahasiswa UMSIDA Dimasa Pandemi Menggunakan LSTM
    B.A. Putra, Y. Kristian, E.I. Setiawan, and J. Santoso
    In Journal of Intelligent System and Computation (INSYST), vol. 4, no. 1, pp. 45–54, Apr. 2022. [paper]
  • Sequential pattern mining to support customer relationship management at beauty clinics
    E.I. Setiawan, V. Natalie, J. Santoso, and K. Fujisawa
    In Bulletin of Social Informatics Theory and Application, vol. 6, no. 2, pp168-176, 2022 [paper]
  • Lung Segmentation using MultiResUNet CNN based on Computed Tomography Image
    FX Ferdinandus, E.I. Setiawan, E.M. Yuniarno, and M.H.Purnomo
    In 23rd International Seminar on Intelligence Technology and Its Applications (ISITIA), 2022 [paper]

2021

  • Named entity recognition for extracting concept in ontology building on Indonesian language using end-to-end bidirectional long short term memory
    J. Santoso, E.I. Setiawan, C.N. Purwanto, E.M. Yuniarno, M. Hariadi, and M.H. Purnomo
    In Expert System with Applications, 2021 [paper]
  • Multiview Sentiment Analysis with Image-Text-Concept Features of Indonesian Social Media Posts
    E.I. Setiawan, H. Juwiantho, J. Santoso, S. Sumpeno, K. Fujisawa, and M.H. Purnomo
    In International Journal of Intelligent Engineering and Systems 2 (14) 521-535, 2021 [paper]
  • Indonesian Sentence Boundary Detection using Deep Learning Approaches
    J. Santoso, E.I. Setiawan, C.N. Purwanto, and F. Kurniawan
    In Knowledge Engineering and Data Science 4 (1): 38-48, 2021 [paper]
  • Detection of Banana and Its Ripeness Using Residual Neural Network
    E. Dhaniswara, Y. Kristian, and E.I. Setiawan
    In Journal of Informatics and Telecommunication Engineering 5 (1): 188-197, 2021 [paper]
  • Deteksi Validitas Berita pada Media Sosial Twitter dengan Algoritma Naive Bayes
    E.I. Setiawan, S. Johanes, A.T. Hermawan, and Y. Yamasari
    In  Journal of Informatics and Telecommunication Engineering 5 (1): 188-197, 2021 [paper]
  • Information Extraction Pada Berita Acara Pembagian Harta Waris Berdasarkan Hukum Islam
    E. Setyati, E.I. Setiawan, and A. Priyambodo
    In Jurnal Teknologi Informasi dan Komunikasi (Teknika) 10 (3): 232-241, 2021 [paper]
  • Aplikasi Mobile Untuk Memantau Body Mass Index Dengan Metodologi Scrum
    E.I. Setiawan, H.K.B. Prakoso, T.P. Gunawan, E. Setyati, and J. Santoso
    In Jurnal Teknologi Informasi dan Komunikasi (Teknika) 10 (3): 242-250, 2021 [paper]
  • Akuisisi Relasi Semantic Antar Entity Untuk Pembuatan Test Generator Padanan Kata Pada Ujian TPA dengan menggunakan Algoritma Espresso
    D.H. Wiharto, F.H. Chandra, E.I. Setiawan, and J. Santoso
    In The Journal on Machine Learning and Computational Intelligence (JMLCI) 1 (1): 12-20, 2021 [paper]
  • Stance Classification Pada Berita Berbahasa Indonesia Berbasis Bidirectional LSTM
    E.I. Setiawan, and I. Lestari
    In Journal of Intelligent System and Computation (INSYST) 3 (1): 41-48. 2021 [paper]
  • Social Media Emotion Analysis in Indonesian Using Fine-Tuning BERT Model
    E.I. Setiawan, L. Kristianto, A.T. Hermawan, J. Santoso, K. Fujisawa, and M.H. Purnomo
    In East Indonesia Conference on Computer and Information Technology (EIConCIT), IEEE, Surabaya, Indonesia 2021, pp. 334-337 [paper]
  • Answer Ranking with Weighted Scores in Indonesian Hybrid Restricted Domain Question Answering System
    E.I. Setiawan, J. Santoso, and Gunawan
    In East Indonesia Conference on Computer and Information Technology (EIConCIT), IEEE, Surabaya, Indonesia, 2021, pp. 456-461 [paper]

2020

  • Bidirectional GRU for Targeted Aspect-Based Sentiment Analysis Based on Character-Enhanced Token-Embedding and Multi-Level Attention
    E.I. Setiawan, F. Ferry, J. Santoso, S. Sumpeno, K. Fujisawa, and M.H. Purnomo
    In International Journal of Intelligent Engineering and Systems 5 (13): 392-407, 2020 [paper]
  • Hybrid Conditional Random Fields and K-Means for Named Entity Recognition on Indonesian News Documents
    J. Santoso, E.I. Setiawan, E.M. Yuniarno, M. Hariadi, and M.H. Purnomo
    In International Journal of Intelligent Engineering and Systems 3 (13): 233-245, 2020 [paper]
  • Analisis Pendapat Masyarakat terhadap Berita Kesehatan Indonesia menggunakan Pemodelan Kalimat berbasis LSTM
    E.I. Setiawan, A. Ferdianto, J. Santoso, Y. Kristian, Gunawan, S. Sumpeno, and M.H. Purnomo
    In Jurnal Nasional Teknik Elektro dan Teknologi Informasi 1 (9): 8–17, 2020 [paper]
  • Sentiment Analysis Twitter Bahasa Indonesia Berbasis WORD2VEC Menggunakan Deep Convolutional Neural Network
    H. Juwiantho, E.I. Setiawan, J. Santoso, and M.H. Purnomo
    In Jurnal Teknologi Informasi dan Ilmu Komputer 1 (7): 181–188, 2020 [paper]
  • Aspect Based Sentimen Analysis Opini Publik Pada Instagram dengan Convolutional Neural Network
    M.A. Rahman, H. Budianto, and E.I Setiawan
    In 
    Journal of Intelligent System and Computation 2 (1): 50-57, 2020 [paper]
  • Stance Classification Post Kesehatan di Media Sosial dengan Fasttext Embedding dan Deep Learning
    E. Lim, E.I. Setiawan, and J. Santoso
    In Journal of Intelligent System and Computation 2 (1): 65-73, 2020 [paper]
  • Market Basket Analysis dengan Algoritma FP Growth
    Ramadhan and E.I. Setiawan
    In Journal of Intelligent System and Computation 1 (2): 1-6, 2020 [paper]

2019

  • Klasifikasi Sms Center RSUD Smart Berdasarkan Jenis Keluhan Pelayanan menggunakan Naive Bayes
    S. Rachmatullah, E.I. Setiawan, R.A. Harianto
    In Journal of Intelligent System and Computation 1 (1): 19-26, 2019 [paper]
  • Automatic Indonesian Image Caption Generation using CNN-LSTM Model and FEEH-ID Dataset
    E. Mulyanto, E.I. Setiawan, E.M. Yuniarno and M.H. Purnomo
    In 2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Tianjin, China, 2019 [paper]

2018

  • Klasifikasi Nyeri pada Video Ekspresi Wajah Bayi menggunakan DCNN Autoencoder dan LSTM
    Y.Kristian, I.K.E Purnama, E.H. Sutanto, L. Zaman, E.I. Setiawan, M.H Purnomo
    In Jurnal Nasional Teknik Elektro dan Teknologi Informasi 3 (7): 308-316, 2018 [paper]
  • N-Gram Keyword Retrieval on Association Rule Mining for Predicting Teenager Deviant
    Behavior from School Regulation
    E.I. Setiawan, A.J. Wicaksono, J. Santoso, Y. Kristian, S. Sumpeno and M.H. Purnomo
    In 2018 International Conference on Computer Engineering, Network and Intelligent Multimedia (CENIM), Surabaya, Indonesia, 2018, pp. 325-328 [paper]
  • Green Computing: Opportunity of Using Breadth Fixed Gossip Algorithm for Optimizing Power Supply Route in Power Plant
    M.H. Purnomo, Q. Aini, E.I. Setiawan and V.R. Mahindara
    In 5th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), Semarang, Indonesia, 2018 [paper]

2017

  • A Novel Approach on Infant Facial Pain Classification using Multi Stage
    Classifier and Geometrical-Textural Features Combination

    Y. Kristian, Hideya Takahashi, I Ketut Eddy Purnama, Kayo Yoshimoto, Esther Irawati Setiawan, Elizeus Hanindito, and Mauridhi Hery Purnomo
    In IAENG International Journal of Computer Science, 44:1, pp112-121, 2017 [paper]