Achievement

Publications:

Journal Paper

  1. Simanjuntak E, Surantha N. Multiple time series database on microservice architecture for IoT-based sleep monitoring system. Journal of Big Data. 2022 Dec;9(1):1-9.
  2. N. Surantha, O. K. Utomo, E. M. Lionel, I. D. Gozali and S. M. Isa, “Intelligent Sleep Monitoring System based on Microservices and Event-Driven Architecture,” in IEEE Access, doi: 10.1109/ACCESS.2022.3167637.
  3. N. Surantha, T.F. Lesmana, S.M. Isa, “Sleep Stage Classification using Extreme Learning Machine and Particle Swarm Optimization for Healthcare Big Data”, Journal of Big Data, Springer Open, Vol. 8, No. 14, 2021. https://doi.org/10.1186/s40537-020-00406-6.

Book Chapter

  1. Surantha N, Jansen VV. Sleep-Stage Identification Using Recurrent Neural Network for ECG Wearable-Sensor System. InCloud Computing in Medical Imaging 2023 (pp. 163-172). Auerbach Publications.

Conference Paper

  1. N. Surantha, T. Iwao, Z. Ren and H. Morishita, “Digital Transformation on Power Transmission Line Inspection using Autonomous Drone and Deep Learning,” 2022 2nd International Conference on Robotics, Automation and Artificial Intelligence (RAAI), Singapore, Singapore, 2022, pp. 80-86, doi: 10.1109/RAAI56146.2022.10092983.
  2. N. Surantha, Y. Sukizaki, E. Yamashina and T.Iwao, “Power Transmission Line Component Detection using YOLO V3 on Raspberry Pi,” 2023 22nd International Symposium on Communications and Information Technologies (ISCIT). IEEE, 2023. (Accepted for presentation)
  3. D. Majima, N. Surantha, “Object Detection of Train Overhead Line Equipment using Single Shot Multibox Detector,” 2023 International Workshop on Smart Info-Media Systems in Asia (SISA2023), Okinawa, Japan, 2023. (Accepted for presentation)
  4. T. Gibo, M. Maehata, N. Surantha, “An Integrated CNN and LSTM Model for Short-Term Power Demand Forecast,” 2023 International Workshop on Smart Info-Media Systems in Asia (SISA2023), Okinawa, Japan, 2023. (Accepted for presentation)

Award:

  1. Best Presentation Award at The 2nd International Conference on Robotics, Automation, and Artificial Intelligence (RAAI 2022) 

Research Grants:

  1. Research Grant Name: 東京都市大学の2023年度「重点推進研究-若手研究」2023 Tokyo City University (Priority Promotion Research – Young Researcher)
    • Period : 2023-2025
    • Digital transformation of transmission line inspection using autonomous drones and deep learning”