Skip to content
IDPortal

Lecturer · Software Engineering and Information Systems

Alya Khairunnisa Rizkita, S.Kom., M.Kom.

Research interests

  • Artificial Intelligence
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Image Processing
  • Geographical Information System
  • Remote Sensing

Education

  1. S-1Institut Teknologi SumateraTeknik Informatika
  2. S-2Universitas IndonesiaIlmu Komputer

Publications

2026

  1. Comparative Analysis of Deep Learning Architectures for Coffee Tree Detection from Aerial ImageryJournal of Applied Informatics and Computing 10 (2), 1383-1390

2025

  1. Development of YOLO-based mobile application for detection of defect types in robusta coffee beans (opens in a new tab)Journal of Applied Informatics and Computing 9 (1), 153-160
  2. Mixed attention mechanism on ResNet-DeepLabV3+ for paddy field segmentationTELKOMNIKA (Telecommunication Computing Electronics and Control) 23 (6 …

2024

  1. Dasar-Dasar Pemrograman Web dengan Kerangka Kerja Python Pyramid dan React JsBuku Referensi · ITERA Press · ISBN 9786347013040
  2. Smart camera for visitor recording based on face recognition in automatic gates (case study: New normal protocols in Institut Teknologi Sumatera) (opens in a new tab)AIP Conference Proceedings 2891 (1), 030003

2022

  1. Pendeteksian Jumlah Bangunan Berbasis Citra Menggunakan Metode Deep Learning (opens in a new tab)Jurnal Sains Komputer & Informatika (J-SAKTI, 6 (1), 94–100

Undated

  1. Afriansyah, A., Firmansyah, H. B., Ashari, I. F., Sabar, S., Adistya, D., Algifari, M. H., … & Verdiana, M. (2026). Sosialisasi Smart Aquaculture Pemberdayaan Petambak Udang Berbasis IoT dan Energi Terbarukan Hibrida. Jurnal Pengabdian Kepada Masyarakat (JPKM) TABIKPUN, 7(2), 117-126
  2. Bagaskara, R., Khairunnisa Rizkita, A., Fernandes, R., Yulita, W., Informatika, T., Produksi, J. T., … & Selatan, L. (2022). Pendeteksian Jumlah Bangunan Berbasis Citra Menggunakan Metode Deep Learning. Jurnal Sains Komputer & Informatika (J-SAKTI, 6 (1), 94–100.)
  3. Nugroho, E. D., Verdiana, M., Algifari, M. H., Afriansyah, A., Firmansyah, H. B., Rizkita, A. K., … & Gunawan, D. (2025). Development of YOLO-based mobile application for detection of defect types in robusta coffee beans. Journal of Applied Informatics and Computing, 9(1), 153-160
  4. Rizkita, A. K., Febrianto, A., Verdiana, M., Iqbal, A., & Algifari, M. H. (2026). Comparative Analysis of Deep Learning Architectures for Coffee Tree Detection from Aerial Imagery. Journal of Applied Informatics and Computing, 10(2), 1383-1390
  5. Rizkita, A. K., Kesuma, R. I., & Manullang, M. C. T. (2024, May). Smart camera for visitor recording based on face recognition in automatic gates (case study: New normal protocols in Institut Teknologi Sumatera). In AIP Conference Proceedings (Vol. 2891, No. 1, p. 030003). AIP Publishing LLC
  6. Rizkita, A. K., Ramadhan, M. M. L., Hestrio, Y. F., Hunafa, M. H., Candra, D. S., & Jatmiko, W. (2025). Mixed attention mechanism on ResNet-DeepLabV3+ for paddy field segmentation. TELKOMNIKA (Telecommunication Computing Electronics and Control), 23(6), 1611-1625

Research grants

  1. Coffee Tree Canopy Health Assessment using Deep Learning ApproachPendanaan Penelitian ITERA TA 2025 (Penelitian Penguatan Kelompok Keilmuan) · Ketua2025
  2. Hibah Penelitian Skema Kelompok Keilmuan Institut Teknologi Sumatera 2025

Community service

  1. Implementasi Sistem Informasi Akademik (SIAKAD) Berbasis Website di SMAN 1 Jati Agung, Lampung Selatan, LampungPendanaan Pengabdian Kepada Masyarakat ITERA 2025 (PKK) · Anggota2025

Courses taught

  • Sistem Informasi
  • Sistem Informasi geografis
  • Dasar Teknologi Digital
  • Pengenalan Komputasi
  • Metodologi Penelitian
  • Socio Informatika dan Profesionalisme
  • Pemrograman Berbasis Objek
  • Matematika Dasar

← Back to faculty list