Scientific Publications in Journals and Conferences

2026

  1. Towards Automated Recognition of Ancient Sundanese Scripts: Groundtruth Generation at the Geusan Ulun Museum; with Yurika Permanasari as CA; accepted in accepted in the Engineering and Applied Science Research
  2. Integrated Hospital Decision-Making System in the Maternal Nursing Service Area: A Scoping Review; with Darmayanti as CA; Journal of Multidisciplinary Healthcare. doi: https://doi.org/10.2147/JMDH.S620994
  3. Underwater image restoration and enhancement using Hybrid CNN transformer GAN with domain adaptation (DA-HCTGAN), submitting to IEEE Access (#2)
  4. Confidence-Aware Ensemble Learning for Robust Syllable Recognition in Low-Resource Lontar Manuscripts, Penugasan Fakultas Skema AR 2026
  5. Electrical Power, Electronics, Communications, Controls, and Informatics Seminar (EECCIS) 2026 2-5 June 2026.
    n8n-Based Multi-Platform Orchestration for Automated Software Development Lifecycle: A DORA Metrics Evaluation
    A Hybrid ML-LLM Pipeline for Automated Build Failure Classification and Remediation in CI/CD
    ML-Based Task Assignment and Deadline Prediction for Agile Project Management with Automated Workflow Integration
    Automated Unit Test Generation for NestJS APIs Using AST, OpenAPI, and Few-Shot Prompting
  6. International Seminar on Intelligent Business and Edge-Computing Research (ISIBER) 26 February 2026
    DS-CDA Net: A Dual-Stream UNet-ResNet Framework for Multispectral Image Generation from RGB
    Laurensia Simanihuruk, Riyanarto Sarno, Kelly Rossa Sungkono, Fadlilatul Taufany, Arif Abdullah Sagran, Asra Al Fauzi, Setiawan Hadi (certificate)
    UNSIA First International Seminar on Intelligent Business and Edge-Computing Research (ISIBER) 2026,26 Februari 2026. Indexed in IEEExplore. Indexed in Scopus.
    3D CNN with Multi-ROI Features for Alzheimer's Classification from Brain MRI
    Yahya Ayyash Ashdaqi;Riyanarto Sarno;Alya Kamilah;Dalila Anwar Dini Rasyidah;Laurensia Simanihuruk;Kelly Rossa Sungkono;Aziz Fajar;Asra Al Fauzi; Setiawan Hadi (certificate)
    ) 2026,26 Februari 2026. Indexed in IEEExplore. Indexed in Scopus.
    Serial Dual Attention for VFM-Guided RGB-to-Multispectral Synthesis
    Dalila Anwar Dini Rasyidah;Riyanarto Sarno;Kelly Rossa Sungkono;Fadlilatul Taufany;Arif Abdullah Sagran;Asra Al Fauzi; Setiawan Hadi (certificate)
    UNSIA First International Seminar on Intelligent Business and Edge-Computing Research (ISIBER) 2026,26 Februari 2026. Indexed in IEEExplore. Indexed in Scopus.
    Lightweight Balance Control System for the Robotis OP2 Based Humanoid Robot Using IMU-Loadcell Fusion and Distributed ESP32 Architecture
    Rahmad Bisma Zulfi Pahlevi;Riyanarto Sarno;Alya Kamilah;Dalila Anwar Dini Rasyidah;Laurensia Simanihuruk;Kelly Rossa Sungkono;Aziz Fajar;Asra Al Fauzi; Setiawan Hadi (certificate)
    UNSIA First International Seminar on Intelligent Business and Edge-Computing Research (ISIBER) 2026,26 Februari 2026. Indexed in IEEExplore. Indexed in Scopus.
  7. Artificial Neural Network Technique for Non-Latin Ancient Manuscripts’ Character Recognition
    Setiawan Hadi (certificate), Mira Suryani, Shofiyyah Nadhiroh, Sukono
    The 12th International Conference for Smart Society (ICISS), 3 September 2025. Added to IEEExplore 24 February 2026. DOI: 10.1109/ICISS66954.2025.11389524. Added to Scopus 16 April 2026.

2025

  1. Digital Handling Procedure for Digitalizing and Indexing Ancient Manuscripts
    Setiawan Hadi, Undang Ahmad Darsa, Erick Paulus, Mira Suryani, Jean-Christophe Burie
    IEEE Access (Q1) Volume 13, 14 October 2025, Pages 181799 - 181812. DOI: 10.1109/ACCESS.2025.3621551.
  2. A Study on Lontar Printing Optimization Method for Ancient Sundanese Manuscript Preservation
    Setiawan Hadi, Deni Setiana, Diah Chaerani, Undang Ahmad Darsa, Anton Satria Prabuwono, Muhammad Ribhan Hadiyan
    IAENG Engineering Letters (Q2 Scopus, 52%) Volume 33, Issue 12, 1 December 2025, Pages 4937-4949
  3. A Learning service computing model in Computer-Supported Collaborative Learning (CSCL)
    Budi Laksono Putro, Yusep Rosmansyah, Suhardi, Setiawan Hadi
    Interactive Learning Environment (Q1),Published 3 Jan 2025. DOI: 10.1080/10494820.2024.2443777.
  4. User Interaction Behavior Analysis for Cognitive Load Detection in Online Learning Processes
    Mira Suryani, Harry Budi Santoso, Rizal Fathoni Aji, Setiawan Hadi, Martin Schrepp
    Accepted in HCII2025, Published as Lecture Notes in Computer Science (volume 15794).

2024

  1. An initial user model design for adaptive interface development in learning management system based on cognitive load.
    Mira Suryani, Dana Indra Sensuse, Harry Budi Santoso, Rizal Fathoni Aji, Setiawan Hadi, Ryan Randy Suryono & Kautsarina.
    Cognition, Technology & Work 2024. https://doi.org/10.1007/s10111-024-00772-8. Accepted and Published (Q1).
  2. Role, Methodology, and Measurement of Cognitive Load in Computer Science and Information Systems Research
    Mira Suryani, Harry Budi Santoso, Martin Schrepp, Rizal Fathoni Aji, Setiawan Hadi, Dana Indra Sensuse, Ryan Randy Suryono, Kautsarina
    IEEE Access (Q1). Accepted DOI: 10.1109/ACCESS.2024.3514355
  3. Ensemble Convolution Neural Networks for Handwriting Recognition on Palm Leaf Manuscript.
    Erick Paulus, Jean-Christophe Burie, Setiawan Hadi, Fons Joseph Verbeek.
    Presented on ICICAM 2024.
  4. Sign Language Recognition System For The Deaf Using Mediapipe Based On The Long-Short Term Memory Method
    Glory Cornelia Patining Kurik, Setiawan Hadi, Deni Setiana
    Presented in ICITSI 2024.
  5. Convolutional Neural Network In Human Eye Disease Classification
    Muhammad Giat, Setiawan Hadi, Akmal
    Presented in ICITSI 2024.
  6. Systematic literature review on optimization and exploration of retrieval methods digital image of ancient manuscript as an attempt conservation of cultural heritage.
    Suryana, I., Chaerani, D., Muslihin, K.R.A., Hadi, S., Prabuwono, A.S.
    International Journal of Data and Network Science, 2024, 8(1), pp. 453–462.

2023

  1. Aplikasi Pengukuran Aktivitas Pengguna dalam Menjalankan Program Komputer menggunakan Eye Tracker. Haris Putratama, Dhita Diana Dewi, Setiawan Hadi, Mira Suryani . Jurnal Restikom : Riset Teknik Informatika dan Komputer ISSN 2686-4797 282Vol.

2022

  1. Penerapan Design Thinking pada Perancangan UI/UX Website Spectrum Fitness Purwakarta.
    Sitti Ufairoh Azzahra, Setiawan Hadi, Juli Rejito.
    Jurnal Ilmiah Teknologi dan Sistem Informasi, Vol 3 (2022) No 3.
  2. Innovasion Region-Convolutional Neural Network Algorithm for Object Identification.
    Yurika Permanasari; Budi Nurani Ruchjana; Setiawan Hadi; Juli Rejito.
    J. Open Innov. Technol. Mark. Complex. (ISSN 2199-8531) on 08 October 2022.

2021

  1. Text classification on the Instagram caption using support vector machine.
    Setiawan Hadi     and Paquita Putri Ramadhani,
    Book Chapter of Data Mining edited by Prof. Ciza Thomas,
    2021.
    [Link]
  2. Finding facial expression patterns on video using smile and eyes-open confidence values.
    Setiawan Hadi    , Asep K. Supriatna, Faishal Wahiduddin, Wilis Srisayekti, Achmad Djunaidi, Efi Fitriana, Aceng Abdullah, dan Dian Ekawati
    International Journal of Artificial Intelligence and Its Application  Vol 12 No 5.
    September 2021. 
    [link]
  3. Comparison multi-layer perceptron and linear regression for time series prediction of novel coronavirus covid-19 data in West Java.
    Yulita, I.N., Abdullah, A.S., Helen, A., Hadi, S., Sholahuddin, A., Rejito.
    Journal of Physics: Conference Series, 1722(1), 012021
    2021
  4. Text classification on the Instagram caption using support vector machine.
    Ramadhani, P.P., Hadi, S.
    Journal of Physics: Conference Series,  1722(1), 012023. 
    2021.
  5. The Role of Artificial Intelligence in Mining Hidden Knowledge of Ancient Manuscripts.
    Setiawan Hadi
    World Class Professor program
    2021
    [slide] 
  6. Implementation of Data Warehouse in Making Business Intelligence Dashboard Development Using PostgreSQL Database and Kimball Lifecycle Method .
    Paquita Putri Ramadhani;Setiawan Hadi;Rudi Rosadi.
    ICAIBDA 2021.
    IEEEExplore.
  7. Twitter’s Hate Speech Multi-label Classification Using Bidirectional Long Short-term Memory (BiLSTM) Method.
    Refa Annisatul Ilma; Setiawan Hadi; Afrida Helen.
    ICAIBDA 2021.
    IEEEExplore.

2020

2019

  1. Evaluating Ancient Sundanese Glyph Recognition Using Convolutional Neural Network.
    Paulus, E., Hadi, S., Suryani, M., Suryana, I., Simanjuntak, Y.D.
    Journal of Physics: Conference Series, 1235(1), 012063.
    2019.

2018

  1. ICFHR 2018 Competition on Document Image Analysis Tasks for Southeast Asian Palm Leaf Manuscripts.
    Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Setiawan Hadi, Michel Verleysen, Sophea Chhun, and Jean-Marc Ogier. 
    Proceedings of 16th ICFHR 2018, Niagara Falls, USA.
    August 5-8, 2018.
    [Link1] [Link2] [Slide] [Poster]
  2. A Solution for Imbalanced Sundanese Handwritten Data in Character Recognition.
    E. Paulus, S. Hadi, M. Suryani, Fadhliyah Natsir. 
    In Proceedings of International Conference on Informatics and Computing (ICIC).
    2018.
  3. Evaluating Ancient Sundanese Glyph Recognition Using Convolutional Neural Network. *** The Best Paper ***
    E Paulus, YD Simanjuntak, S Hadi , M Suryani, I Suryana. 
    In Proceedings of International Conference on Computing and Applied Informatics (ICCAI)
    18-19 September 2018. 
  4. AMADI: Finding patterns from the past for better future.
    S. Hadi    , U.A. Darsa, E. Paulus, M. Suryani. 
    Presented in International Conference of Indonesia Pattern Recognition Association (INAPR) 2018.
    7 September 2018.
  5. AMADI: Ancient Manuscript Digitalization and Indexation.  
    S. Hadi    , U.A. Darsa, E. Paulus, M. Suryani.
    Presented in Sawala Manassa 2018.
    20 August 2018
  6. Aplikasi Deep Learning dalam Visi Komputer Menggunakan OpenVINO.  
    Setiawan Hadi    .
    Presented in Forum Ilmiah Departemen Ilmu Komputer FMIPA UNPAD.
    26 Juli 2018. 
  7. Improved Line Segmentation Framework for Sundanese Old Manuscripts.
    Erick Paulus, Mira Suryani, and Setiawan Hadi.
    Presented in 2nd International Conference on Computing and Applied Informatics 2017.
    Published in Journal of Physics: Conference Series, Volume 978.
    2018.
    [link] 
  8. Benchmarking of document image analysis tasks for palm leaf manuscripts from Southeast Asia.  
    Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Setiawan Hadi, Michel Verleysen, Sophea Chhun, and Jean-Marc Ogier.
    Published in Journal of Imaging Volume 4, Issue 2
    February 2018.
    [link]
  9. Upaya Revitalisasi Cagar Budaya Kabuyutan Ciburuy Melalui Rancang Bangun Aplikasi Mandala.
    Erick Paulus, Riki Nawawi, Mira Suryani, Undang A. Darsa, Setiawan Hadi.
    Published in Journal of Sociatechnology ITB Volume 17 No 1 2018. Terakreditasi B. ISSN: 1858-3474,E-ISSN: 2443258X. 
    2018.
    [link]
  10. Analisis Sentimen Pada Review Film Menggunakan Text Mining Dengan Metode Naïve Bayes Classifier.
    Hilga Dwiana Hardani, Setiawan Hadi, Erick Paulus.
    Jurnal Informatika Universitas Padjadjaran Vol 3 No 1.
    2018.
  11. Optimal Application On K-Nearest Neighbor KNN Algorithm For Classification And Prediction Study Period of FMIPA Unpad Students.
    Hilmi Wijaksana Wahyudi, Setiawan Hadi, Erick Paulus. 
    Jurnal Informatika. Jurnal Informatika Universitas Padjadjaran Vol 3 No 1.
    2018.
  12. Pengenalan wajah Berbasis Android Menggunakan Metode Principal Component Analysis.
    M. Fathurrahman, Setiawan Hadi, Rudi Rosadi.
    Jurnal Informatika Universitas Padjadjaran Vol 3 No 1.
    2018.
  13. Aplikasi Sistem Pendukung Keputusan dalam menentukan Kenaikan Pangkat Dan Promosi Jabatan Struktural Di Kabupaten Garut Menggunakan Metode Topsis.
    Rizki FitrahMutaqin, Setiawan Hadi, Ino Suryana. Jurnal Informatika Universitas Padjadjaran Vol 3 No 1.
    2018.
  14. Aplikasi Sistem Pendukung Keputusan Prioritas Pembangunan Kesehatan Di Provinsi Jawa Barat menggunakan Metode Fuzzy Analytical Hierarchy Process.
    Mauludy Nugrahani, Setiawan Hadi, Asep Sholahuddin.
    Jurnal Informatika Universitas Padjadjaran Vol 3 No 1.
    2018.
  15. Book Chapter in Document Image Processing.
    Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Setiawan Hadi, Michel Verleysen, Sophea Chhun and Jean-Marc Ogier.
    MDPI.
    ISBN 978-3-03897-105-4 (Pbk), ISBN 978-3-03897-106-1. 
    2018.
  16. Analisa dan Pengolahan Citra Digital Dokumen Studi Kasus Naskah Sunda Kuno.
    Erick Paulus, Setiawan Hadi, Yemima Damayanti S, Fadhliyah Rahmah Natsir, Mira Suryani. 
    Buku Referensi Nasional, PT Lontar Digital Asia, ISBN: 978-602-5877-66-7.
    Agustus 2018.
  17. Program Komputer Aplikasi Amadi - Visualisasi Naskah.
    Erick Paulus, Dion Alamsah, Aditya Pradana, Setiawan Hadi, Mira Suryani, Undang A. Darsa.
    Pencatatan HAKI Nomor EC00201846143.
    19 September 2018.

2017

  1. Investigasi Segmentasi Baris untuk Citra Dokumen Sunda Lampau.
    Erick Paulus, Mira Suryani, Setiawan Hadi, dan Akik Hidayat.
    Dipublikasikan di Jurnal Informatika dan Komputer (JIKO) ISSN: 2477-3964 E-ISSN: 2477-4413.
  2. Salah Satu Upaya Pelestarian Budaya Sunda Melalui Program Digitalisasi Dan Indeksasi Manuskrip Sunda Kuno.
    Setiawan Hadi    , Undang A Darsa, Erick Paulus dan Mira Suryani.
    Dipresentasikan dalam Seminar Nasional Fakultas MIPA Unpad.
    2017.
  3. Investigasi Ekstraksi Fitur pada Tulisan Tangan.
    Erick Paulus, Mira Suryani dan Setiawan Hadi. 
    Dipresentasikan dalam Seminar Nasional Fakultas MIPA Unpad.
    2017.
  4. Binarization and Segmentation Framework wor Sundanese Ancient Documents.
    Erick Paulus, Mira Suryani, Setiawan Hadi, Rahmat Sopyan, dan Akik Hidayat.
    Presented in 4th Int. Conf. on Research, Implementation, and Education of Mathematics and Science (ICRIEMS).
  5. The Handwritten Sundanese Palm Leaf Manuscript Dataset From 15th Century.
    Suryani, E. Paulus, S. Hadi, U.A. Darsa, J.C. Burie. 
    ICDAR 2017, Kyoto Japan.
    9-15 Nov 2017.
    6. My picture on ICDAR 2017 Kyoto Japan.
  6. Sundanese Ancient Manuscripts Search Engine Using Probabilistic Approach.
    M. Suryani, S. Hadi, E. Paulus, A.K. Supriatna.
    Journal of Physics: Conf. Series 893 012064 doi :10.1088/1742-6596/893/1/012064
    2017
    [paper]
  7. Correcting Circular Non-Uniform Illumination Of Sundanese Ethnoimage.
    S. Hadi, M. Suryani, A.K. Supriatna.
    Journal of Physics: Conf. Series 893  012052 doi :10.1088/1742-6596/893/1/012052
    2017
    [paper]
  8. Southeast Asian palm leaf manuscript images: a review of handwritten text line segmentation methods and new challenges.
    Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, I. Made Gede Sunarya, Setiawan Hadi, Kim Heng Sok, Jean-Marc Ogier.
    J. Electron. Imaging 26(1), 011011
    2017 
  9. A Novel Scheme for Handwritten Binarization Method on Sundanese Palm Leaf Document Images.
    E. Paulus, M. Suryani, S. Hadi, I.N. Yulita.
    Presented in International Conf. on Informatics and Computing, Papua
    3 Nov 2017.
  10. Improved Line Segmentation Framework for Sundanese Old Manuscripts.
    E Paulus, M Suryani, S Hadi.
    Presented in Int. Conf. on Computing and Applied Informatics Medan. Journal of Physics ISSN 1742-6588.
    2017,  
  11. Rancang Bangun Aplikasi Penyisipan Pesan Ke Dalam Gambar Menggunakan Teknik Steganografi Dengan Metode Enhance LSB.
    Muh. Miftah Al Rasyid, Ino Suryana, Setiawan Hadi.
    Jurnal Informatika UNPAD Volume 2 Nomor 1
    Februari 2017
  12. Perhitungan Jumlah Kendaraan di Jalan Tol Menggunakan Metode Image Subtracting.
    Rahmatullah Arrizal Pranatadesta, Setiawan Hadi, R. Sudrajat.
    Jurnal Informatika UNPAD Volume 2 Nomor 1
    Februari 2017
  13. Pembangunan Aplikasi Navigasi Dalam Gedung D PPBS Universitas Padjadjaran Menggunakan model Pemetaan Indoor Geolocation Berbasis Android.
    Muhammad Iqbal, Setiawan Hadi, Akmal.
    Jurnal Informatika UNPAD Volume 2 Nomor 2
    Agustus 2017.
  14. Pengenalan Gestur Tangan Berbasis Warna Kulit Untuk Penerjemahan Bahasa Isyarat.
    Sopyan Mulyana, Setiawan Hadi, Rudi Rosadi. 
    Jurnal Informatika UNPAD Volume 2 Nomor 2
    Agustus 2017.
  15. Membangun Automatic Facial Expression Recognition System Menggunakan Metode Euclidean Distance Sebagai Alat Untuk Mengenali Kondisi Emosi Seseorang.
    Muhammad Fadly Rahman, Setiawan Hadi, Akik Hidayat. Jurnal Informatika UNPAD Volume 2 Nomor 2
    Agustus 2017.

2016

  1. Preliminary Study On Binarization Methods Of Ancient Sundanese Manuscript Images.
    E. Paulus, M. Suryani, S. Hadi.
    Presented as Poster Asian Mathematical Conf. (AMC) Proceeding.
    25-29 July 2016, Bali.
    [Poster][Certificate]
  2. Sundanese Ancient Manuscript Retrieval System Comparison of Two Probability Approaches.
    M. Suryani, A. M. I. Nasuha, S. Hadi.
    Presented and In Proceedings of Int. Conf. on Informatics and Computing (ICIC).
    28-30 October 2016, Lombok.
    [Paper][Slide][Certificate][IEEE Explore][Scopus]
  3. Sundanese Ancient Manuscripts Search Engine Using Probabilistic Approach.
    M. Suryani, S. Hadi. 
    Presented as Poster in Asian Mathematical Conf. (AMC) .
    25-29 July 2016, Bali.
    [Poster][Certificate]
  4. Correcting Circular Non-Uniform Illumination Of Sundanese Ethnoimage.
    S. Hadi, M. Suryani, A.K. Supriatna. 
    Presented as Poster in Asian Mathematical Conf. (AMC) Proceedings.
    25-29 July 2016, Bali.
    [Poster] 
  5. The design and preliminary implementation of low-cost brain-computer interface for enable moving of rolling robot.
    S. Hadi, A. Sholahuddin, L. Rahmawati.
    Presented and In proceedings of Int. Conf. on Informatics and Computing (ICIC)  Lombok
    28-30 Oktober 2016.
    [Paper][Slide][Certificate][IEEE Explore][Scopus]
  6. ICFHR2016 Competition on Analysis of Handwritten Text in Images of Balinese Palm Leaf Manuscripts.
    Jean-Christophe Burie, Mickael Coustaty, Setiawan Hadi, Made Windu Antara Kesiman, Jean-Marc Ogier, Erick Paulus, Kimheng Sok, I Made Gede Sunarya, Dona Valy. 
    In Proceedings on 15th Int. Conf. on Frontiers in Handwriting Recognition (ICFHR)
    23-26, October 2016, Shanghai China. pp. 596-601. [Scopus]
  7. Analisis Perbandingan Kinerja Metode Binerisasi Terhadap Citra Lontar Sunda Kuno.
    Deisna Rahmaningtyas, Akmal, Setiawan Hadi. 
    Diterbitkan di Jurnal Informatika Universitas Padjadjaran Nomor 1 Volume 1
    Agustus 2016.
    [Paper]
  8. Kajian Budaya Sunda Berbasis Teknologi Informasi.
    Setiawan Hadi. 
    Presented in Workshop Etnomatematika dan Etnoinformatika dalam Pemetaan Budaya Indonesia (FMIPA UNPAD),
    23-24 September 2016, Bandung.
    [Slide][Certificate]
  9. Pemanfaatan Kartu Tanda Penduduk Elektronik sebagai Alternatif Otentikasi (Studi Kasus pada Sistem PAuS ID di Universitas Padjadjaran).
    F Wahiduddin, S Hadi, D Setiana. 
    Journal Informatika UNPAD Volume 1 Nomor 1
    Agustus 2016.

2015

  1. Implementing DEWA Framework for Early Diagnosis of Melanoma
    Presented in International Conference on Computer Science and Computational Intelligence (ICCSCI 2015)
    Published in International Journal Elsevier Procedia Computer Science, Volume 59, Pages 410–418, DOI: 10.1016/j.procs.2015.07.555
    24-26 Agustus 2015.
    [Paper][Audioslide][Slide][Surat Tugas] [Sertifikat][Scopus]
  2. Pergerakan Kursi Roda Menggunakan kepala melalui Kinect
    Dipresentasikan pada Seminar Nasional Matematika UI-UNPAD,
    6 Juni 2015.
    [paper] [slide] [certificate]
  3. Aplikasi Deteksi Wajah Menggunakan Kinect Untuk Menggerakan Kursor Pada Komputer.
    Dipresentasikan pada Seminar Nasional Matematika UI-UNPAD.
    6 Juni 2015
    [paper] [slide] [certificate]
  4. Sistem Pengenalan Wajah secara Real Time dengan Eigenface
    Dipresentasikan pada Seminar Nasional Matematika UI-UNPAD.
    6 Juni 2015
    [paper] [slide] [certificate]
  5. Deteksi Gejala Melanoma pada Citra Kulit Menggunakan Dimensi Fraktal Berbasis Smartphone
    Dipresentasikan pada Seminar Nasional Matematika UI-UNPAD
    6 Juni 2015
    [paper] [slide] [certificate]
  6. Measuring Activities and Result of the Scheme for Academic Mobility and Exchange Program
    Published in International Journal of Enhanced Research in Educational Development, ISSN: 2320-8708, Vol. 3, Issue 2 pp: (33-40)
    March-April, 2015
    [paper]

2014

  1. Pendeteksian Gerakan Sederhana Pada Manusia Menggunakan Kinect
    Presented at Indonesian Student Conference on Science and Mathematics (ISCSM) by Nurul Hanifa
    November 2014
    [Link] [Paper]
  2. Klasifikasi Objek Terdeformasi Berdasarkan Nilai Deviasi Menggunakan Metode Kontinuitas Kontur
    Published in Jurnal Matematika Integratif
    October 2014.
    [paper]
  3. Pemanfaatan DeWa Framework untuk Deteksi Dini Kanker Kulit Pada Citra Biomedis
    Presented on Seminar of Mathematics and Sciences 2014 UNPAD
    18 October 2014
    [paper]
  4. Mathematical Model for Vision-Based Recognition of Human Gestures
    In Abstract Proceedings and Has been presented at International Congress of Mathematicial
    11-21 August 2014, South Korea.
    [abstract] [Poster]
  5. Klasifikasi Keganasan Kanker Prostat Berdasarkan Pada Analisis Citra Biomedis
    Dipresentasikan pada Seminar Nasional Matematika (SNM) Universitas Indonesia
    2014.
    [paper]
  6. Estimasi Parameter Facegen Modeler Untuk Untuk 3D Face-Generating Khas Indonesia.
    Dipresentasikan pada Seminar Nasional Matematika (SNM) Universitas Indonesia
    2014.
    [paper]

2013

  1. Performance Evaluation of Curvilinear Structure Removal Methods in Mammogram Image Analysis.
    In Proceedings of ICTS
    2013.
    [paper][slide]
  2. Comparison Operator Performance of Edge Detection for Support Identication Process of Lips Print Biometric System
    in Proceedings of SNATi
    2013.
    [paper][slide]
  3. Pengaruh Faktor Learning Rate dalam Proses Pendeteksian Objek menggunakan Teknik Reinforcement Learning
    In Proceedings of Seminar Nasional Ilmu Komputer (Seminasik)  ISBN 978-602-19406-1-7.
    2013.
    [pdf] [ppt]
  4. Detection and Classification of Breast Cancer Using Connected Component Labeling Method.
    Presented in Simposium Kebudayaan Indonesia Malaysia XIII (SKIM), ISBN 9772339226130.
    [paper][slide]

2012

  1. Integrating computer vision technique to support Tsunami Early Warning System, International Conference on Systems and Informatics (ICSAI), Yantai China, 19-20 May 2012. IEEExplore [paper][slide][Scopus]
  2. Using RoboRealms for Computer Vision Implementation, Mathematics National Conference, July 2012. In Bahasa Indonesia. [pdf] [ppt]
  3. Segmentation using Watershed Algorithms, Mathematics National Conference, July 2012. In Bahasa Indonesia. [pdf] [ppt]
  4. Vehicle Detection using Computer Vision Method, Computer Science Journal (Jurnal Ilmu Komputer), University of Pelita Harapan (UPH), Vol 8 No 2 March 2012, pp. 215-223, ISSN 1412-9523, In Bahasa Indonesia. [pdf] [ppt]

2011

  1. Image Algebra for Improving Digital Image Quality
    National Algebra Seminar in Bahasa Indonesia.
    2011, Bandung.
    [pdf] [ppt]
  2. Strawberry Quality Identication using Image Moments and Bounding Box.
    Interuniversity Mathematics Conference (UNPAD-UI) in Bahasa Indonesia.
    2011, Jatinangor
    [pdf] [ppt]

2010

  1. Deteksi Tekstur Convex Hull Pada Benda Menggunakan Algoritma Graham Scan.
    Konferensi Nasional Matematika XV
    Juli 2010, Universitas Negeri Manado.
    [pdf] [ppt]
  2. Pendeteksian Kontur Berdasarkan Relasi Angular Antara Vektor Normal Dan Vektor Ke Pusat Gravitasi
    Seminar Nasional UI-UNPAD
    Januari 2010.
    [pdf] [ppt]

2008

  1. Quantitative Measurement Of Face Detection Algorithm Performance, International Conference on Information & Communication Technology and Systems (ICTS), Surabaya 4-5 August 2008 ISSN 1858-1633. [pdf] [ppt]
  2. Non-rigid Digital Imaging Enhancement using Mathematical Morphology, dipresentasikan pada Konferensi Nasional Matematika 24-27 Juli 2008 UNSRI Palembang. [pdf] [ppt]

2007

  1. New Approach of Face Detection Technique for Improving Quality of Biometric Identification, Simposium Kebudayaan Indonesia Malaysia SKIM, 29-31 Mei 2007. [pdf] [ppt]
  2. Small Device Implementation of DeWa Algorithm, ICEEI International Conference on Electrical Engineering and Informatics 2007 in Bandung, 16-18 June 2007. [pdf] [ppt]
  3. A generic multiaspect framework for multiple face detection in complex image, in Proc. of Intl. Conf. on Soft Computing, Intelligent Systems and Information Technology (ICSIIT) 2007, Bali, 26-27 July 2007 ISBN 978-979-756-250-2. [pdf] [ppt]
  4. Mathematical Morphology as Preprocessing Step for Face Identification, Accepted to be presented on SEAMS International
    Conference on Mathematics and Its Applications 2007 in UGM Yogyakarta 24-27 July 2007. [pdf] [ppt]
  5. Pemodelan Distribusi Warna Kulit Untuk Klasifikasi Piksel Pada Ruang Warna Krominan, Jurnal Gematek/Gematika STIKOM Surabaya, Dimuat pada GEMATEK Edisi Maret 2007. [pdf] [ppt]
  6. DeWa : A multiaspect approach for multiple face detection in complex scene digital image, Journal ITB in Information and Communication Technology, April 2007. [pdf] [ppt]

2006

  1. Clustering Techniques Implementation for Detecting Faces in Digital Image, International Conference of Information and Communication Technology (ICTS) 2006, ITS Surabaya Indonesia, 29 August 2006. [pdf] [ppt]
  2. Pendeteksian Wajah pada Citra Dijital Menggunakan Teknik Partitioning dengan Fungsi Validitas Otomatis, Konperensi Nasiomnl Matematika XIII  2006 (Mathematics National Conference), Unnes Semarang 24-27 Juli 2006. [pdf] [ppt]
  3. Parametric Skin Distribution Modeling using Elliptical Boundary Model, in proceedings of International Conference on Statistics and Mathematics (ICOMS) 2006, Bandung, 19-21 June 2006. [pdf] [ppt]
  4. Generating Skin Distribution Map of Face Images, Seminar Nasional Aplikasi Teknologi Informasi SNATI 2006, Yogyakarta UII, 17 Juni 2006. [pdf] [ppt]
  5. Human Face Cropping in Digital Image, Seminar on Intelligence and Technology Application SITIA 2006, Surabaya ITS 2-3 Mei 2006. [pdf] [ppt]
  6. Interpolation Methods in Image Processing, West Java Mathematics Regional Conference KONFERDA 2006, Bandung 29 April 2006. [pdf] [ppt]
  7. Implementasi Learning Vector Quantization, Perceptron dan Self Organizing Maps Untuk Pendeteksian Wajah pada Citra Dua Dimensi [pdf] [ppt] [pdf] [ppt] [pdf] [ppt], Metode Retinex dan Implementasinya pada Dunia Citra Dijital [pdf] [ppt], Gaussian Mixture Model untuk Deteksi Wajah pada Citra Dijital [pdf] [ppt], pada Prosiding Semnas Matematika Universitas Parahyangan, 9 September 2006 ISSN 1907-3909.

2005

  1. Intelligence Skin Model Selection for Face Detection, in proceedings International Conference on Intelligence System (ICIS) 2005, Kuala Lumpur 2005, 1-3 December 2005. [pdf] [ppt]
  2. Mathematical Model of Skin Color for Face Detection, in proceedings International Conference on Applied Mathematics ICAM 2005, ITB, Bandung, Indonesia, 22-26 August 2005. [pdf] [ppt]
  3. Face Sketch Recognition to Support Security Investigation, in Proceedings of Indonesian Cryptographics and Information Security Conference INA-CISC 2005, Jakarta Indonesia, 30-31 March 2005. [pdf] [ppt]
  4. Model Matematika Warna Kulit Untuk Mendukung Identifikasi Wajah, in Proceedings of National Interuniversity Mathematics Seminar (UI-UNPAD), 2005. [pdf] [ppt]

2002

  1. Evaluasi Kinerja Konversi Citra Ke Citra Titik Acak.
    Seminar Nasional Komputer dan Sistem Intelijen (KOMMIT)
    2002, Universitas Gunadarma.
    [pdf] [ppt]

2001

  1. Moire Patterns Implementation in Measuring Similarity of Images.
    Presented in Indonesia German International Conference.
    July 11-13 2001, Bandung.
    [pdf] [ppt]

2000

  1. Model Komputasi Matematika untuk Estimasi Pusat dan Radius Busur Lingkaran.
    Presented in Seminar Nasional Matematika Institut Teknologi Surabaya,.
    2 November 2000.
    [pdf] [ppt]

1999

  1. Similarity Measurement Based on Moire Patterns.
    Presented in International Conference on Mathematics and Its Application, South East Asia Mathematical Society.
    1999, UGM Yogyakarta.
    [pdf] [ppt]
  2. Performance Evaluation of Image Conversion to Pseudo Random Dots.
    Presented in International Conference on Mathematics and Its Application, South East Asia Mathematical Society.
    UGM Yogyakarta. 
    [pdf] [ppt]
  3. Perbandingan Kinerja Binocular Stereo Vision System Biologis dan Artifisial.
    Dipresentasikan pada Seminar Akademik FMIPA UNPAD
    1999.
    [pdf] [ppt]
  4. Tokyo Template: Teknik Grafis Penggambaran Struktur Operasi Prolog.
    Dipresentasikan pada Seminar Nasional Bersama Jurusan Matematika Univ. Indonesia – Univ. Padjadjaran ke XII
    Bandung.
    [pdf] [ppt]

1997

  1. Penerapan Pola Moire untuk Mendeteksi Kedalaman dan Kemiripan Citra
    Diterbitkan pada Buku Kumpulan Makalah Seminar Matematika Bersama X UNPAD-UI.
    [pdf] [ppt]
  2. Konsep Pola Moire dalam Aplikasi Visi Komputer
    Diterbitkan pada majalah Ilmiah UNPAD Nomor 2 Volume 15.
    1997.
    [pdf] [ppt]
  3. Converting Images to Pseudo Random Dots: Performance Evaluation.
    Presented on  IEEE Pacific Rim Conference on Communications, Computers and Signal Processing PACRIM’97,
    August 20-22, 1997,  Victoria, British of Columbia (BC), Canada
    [pdf][ppt][Scopus]
  4. Konversi Citra ke Titik-titik Acak: Evaluasi Kinerja.
    Seminar Akademik FMIPA
    20 September 1997.
    [pdf] [ppt]

1996

  1. Binary Similarity Measure Based on Moire Patterns
    Published in Proceedings Canadian Conference on Electrical and Computer Engineering.
    1996
    [pdf][ppt][Scopus]
  2. Circular Moire Patterns in 3D Vision Applications
    Published as Thesis at Faculty of Computer Science University of New Brunswick, Canada. 
  3. 1996
    [Download Thesis | Program].
  4. Circular Moire Patterns in Computer Vision
    Published on Proceedings Fourth Annual Graduate Student Association Conference on student research
    1996, University of New Brunswick Canada.
    [pdf] [ppt]
  5. Aplikasi Visi Komputer berdasarkan Pola Moire .
    Diterbitkan pada Proceedings Seminar Akademik FMIPA UNPAD
    1996.
    [pdf] [ppt]

1995

  1. Representing Stereo Disparity Using Moire Patterns .
    Presented as ABSTRACT-POSTERS on International Conference on Visual Coding 
    20-24 Juni 1995, York University, Toronto Canada.
    [pdf] [ppt]
  2. Peranan Komputer di Perguruan Tinggi: Studi Kasus UNPAD dan University of New Brunswick
    In Proceedings SK4F’95, ISBN 1-55131-091-0.
    1995
    [pdf] [ppt]