Big Data

Big Data Platforms and Algorithms

Developing approaches and solutions for real-world problems that are involving a huge amount of data is the utmost objective of this research. We are proud to have an important collaboration with partners in Healthcare, Geo-spatial, and Tourism areas to build platforms that support those area of interests.

Our last 5 years projects are as follows:

  1. Evaluation Criterion Enhancement of Generative Adversarial Network Imputation, Petrus Mursanto and Ari Wibisono, Grant “PUTI Q1”, Universitas Indonesia, 2023.
  2. Bone Age Assessment with Deep Learning using Semantic Segmentation and Key Point Detection, Ari Wibisono, Grant “PUTI Q2”, Universitas Indonesia, 2022.
  3. Enterprise Artificial Intelligence Framework, Petrus Mursanto, Grant “Matching Fund”, DIKTI, 2022.
  4. Vision Transformer, Petrus Mursanto, Grant “PUTI Q1”, Universitas Indonesia, 2022.
  5. Big Data Application, Ari Wibisono, Grant “PUTI Q1”, Universitas Indonesia, 2022.
  6. Meta Deep Metric Learning for Low Labeled Biomedical Data, Muhammad Anwar, Grant “PUTI Q2”, Universitas Indonesia, 2022.
  7. Developing Meta Deep Learning Algorithm for Few Short Video Segmentation from Disaster Surveillance Data, Muhammad Anwar, Grant “PUTI Q2”, Universitas Indonesia, 2022.
  8. Automatic Recognition System of Indonesia Traditional Food Knowledge and Big Data Stream Algorithm, Petrus Mursanto, Grant “Pendampingan Publikasi Internasional Q1”, Universitas Indonesia, 2021.
  9. Sistem Space Time Velocimetry Berbasis FPGA Untuk Pengukuran Distribusi Vektor Kecepatan Aliran Air Permukaan, Petrus Mursanto, Grant “PUTI Doktor”, Universitas Indonesia, 2020.
  10. FPGA Resources Management for Deployment of Deep Learning Inference for Remote Sensing Image Analysis Services on National Remote Sensing Data Center, Petrus Mursanto, Grant “PUTI Doktor”, Universitas Indonesia, 2020.
  11. Multi Region-based Feature Extraction Layer (RB-FCL) of Deep Learning Models for Bone Age Assessment, Petrus Mursanto, Grant “PUTI Q1”, Universitas Indonesia, 2020.
  12. Data Stream Algorithm for Big Data Processing, Ari Wibisono and Petrus Mursanto, Grant “Penugasan Q1 Q2”, Universitas Indonesia, 2019.
  13. Deep Learning on FPGA for Remote Sensing Image Analysis Services on Data Center, Petrus Mursanto, Grant “Tugas Akhir Doktor”, Universitas Indonesia, 2019.
  14. Pengembangan Intelligent Embedded System pada Alat Kesehatan dalam mendukung Peningkatan Layanan Kesehatan, Petrus Mursanto, Grant “Penelitian Berbasis Kompetensi”, DIKTI, 2018.
  15. Big Data Framework for Science, Adila Alfa Krisnadhi, Grant “Publikasi Internasional Terindeks untuk Tugas Akhir Mahasiswa”, Universitas Indonesia, 2018.