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Publication Lists

2021

  • Pembangunan Aplikasi Mobile Pengenalan Objek Untuk Pendidikan Anak Usia Dini,
    April 2, 2021, Jurnal Teknologi Informasi dan Ilmu Komputer (JTIK), Vol. 8, No. 2,
    [url/pdf]

2020

  • Lip Motion Recognition for Indonesian Vowel Phonemes Using 3D Convolutional Neural Networks,
    September 15, 2020, The 3rd International Conference on Computer and Informatics Engineering (IC2IE), 2020 IEEE International
    [url] [pdf]
  • Classifying Skin Cancer in Digital Images Using Convolutional Neural Network with Augmentation
    September 2, 2020, Indonesia Journal on Computing (Indo-JC), Vol. 5, No. 2,
    [url/pdf]
  • Pneumonia Classification from X-ray Images Using Residual Neural Network,
    September 2, 2020, Indonesia Journal on Computing (Indo-JC), Vol. 5, No. 2,
    [url/pdf]
  • Recognizing Soft Biometric on Pedestrian Using Convolutional Neural Network,
    August 5, 2020, International Conference on Data Science and Its Applications (ICoDSA), 2020 IEEE International
    [url] [pdf]
  • Developing an LSTM-based Classification Model of IndiHome Customer Feedbacks
    August 5, 2020, International Conference on Data Science and Its Applications (ICoDSA), 2020 IEEE International
    [url] [pdf]
  • Firefly Algorithm-based Hyperparameters Setting of DRNN for Weather Prediction,
    August 5, 2020, International Conference on Data Science and Its Applications (ICoDSA), 2020 IEEE International
    [url] [pdf]
  • Hyperparameter Setting of LSTM-based Language Model using Grey Wolf Optimizer,
    August 5, 2020, International Conference on Data Science and Its Applications (ICoDSA), 2020 IEEE International
    [url] [pdf]
  • EDGAN: Disguising Text as Image using Generative Adversarial Network,
    June 24, 2020, The 8th International Conference on Information and Communication Technology (ICoICT), 2020 IEEE International
    [url] [pdf]
  • Adaptive Attention Generation for Indonesian Image Captioning,
    June 24, 2020, The 8th International Conference on Information and Communication Technology (ICoICT), 2020 IEEE International
    [url] [pdf]
  • End-to-End Speech Recognition Models for a Low-Resourced Indonesian Language,
    June 24, 2020, The 8th International Conference on Information and Communication Technology (ICoICT), 2020 IEEE International
    [url] [pdf]

2019

  • Hierarchical SVM-kNN to Classify Music Emotion,
    December 5, 2019, International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), 2019 IEEE International
    [url]
  • Melanoma Cancer Classification Using ResNet with Data Augmentation,
    December 5, 2019, International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), 2019 IEEE International
    [url]
  • Quality Image Enhancement from Low Resolution Camera using Convolutional Neural Network,
    July 24, 2019, The 7th International Conference on Information and Communication Technology (ICoICT), 2019 IEEE International
    [url]
  • Generating Image Description on Indonesian Language using Convolutional Neural Network and Gated Recurrent Unit,
    July 24, 2019, The 7th International Conference on Information and Communication Technology (ICoICT), 2019 IEEE International
    [url] [pdf]
  • Face Image Super-Resolution using Inception Residual Network and GAN Framework,
    July 24, 2019, The 7th International Conference on Information and Communication Technology (ICoICT), 2019 IEEE International
    [url]
  • Face Spoofing Detection using Color Distortion Features and Principal Component Analysis,
    July 24, 2019, The 7th International Conference on Information and Communication Technology (ICoICT), 2019 IEEE International
    [url] [pdf]
  • Face Expression Recognition Using Local Gabor Binary Pattern Three Orthogonal Planes (LGBP-TOP) and Support Vector Machine (SVM) Method
    March 2019, Journal of Physics: Conference Series, Vol 1192,
    The 2nd International Conference on Data and Information Science
    [url/pdf]

2018

  • Deteksi Serangan Spoofing Pada Citra Wajah menggunakan Ekstraksi Ciri Local Derivative Pattern,
    May 23, 2018, Indonesia Journal on Computing (Indo-JC), Vol. 3, No. 1,
    [url/pdf]
  • Pengenalan Huruf Isyarat Tangan Menggunakan Ekstraksi Ciri Local Binary Pattern,
    May 23, 2018, Indonesia Journal on Computing (Indo-JC), Vol. 3, No. 1,
    [url/pdf]
  • Pengenalan Angka Tulisan Tangan Menggunakan Diagonal Feature Extraction dan Artificial Neural Network Multilayer Perceptron,
    May 23, 2018, Indonesia Journal on Computing (Indo-JC), Vol. 3, No. 1,
    [url/pdf]
  • Endorsement Recommendation using Instagram Follower,
    May 3, 2018, The 6th International Conference on Information and Communication Technology (ICoICT), 2018 IEEE International
    [url] [pdf]
  • Indonesian License Plate Recognition Using Convolutional Neural Network,
    May 3, 2018, The 6th International Conference on Information and Communication Technology (ICoICT), 2018 IEEE International
    [url]

2013

  • Web crawler utilization for resource search on Indonesian anti-plagiarism detection
    Dec 3, 2013, Computational Intelligence and Cybernetics  (CYBERNETICSCOM), 2013 IEEE International
    [url]
  • Aplikasi Deteksi Plagiarisme Berbasis Web Menggunakan Framework CodeIgniter,
    Nov 16, 2013, Conference on Information Technology and Computer, Electrical Engineering (CITACEE) 2013
  • Malaria Incidence Forecasting from Incidence Record and Weather Pattern using GMDH Polynomial Neural Network,
    May 26, 2013, International Conference on Future Computer and Communication (ICFCC 2013)
    [url/pdf]

2011

  • Face Detection System using GMDH Polynomial Neural Network and Nonlinear PCA,
    2011, Konferensi Nasional Sistem & Informatika (KNSI 2011)
    [pdf]

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