Dr. Oky Dwi Nurhayati, S.T., M.T.

Lecturer Name:

Dr. Oky Dwi Nurhayati, S.T., M.T.

Study Program:

Lecturer Expertise:
Dr. Oky Dwi Nurhayati’s main expertise lies in computer engineering, with research focusing on digital image processing, digital signal processing, and artificial intelligence. Her studies extensively involve the application of deep learning and computer vision, such as medical image classification, parasitic worm egg detection using CNN models, real-time object detection using YOLO architectures, and image enhancement techniques including image dehazing.

She is also involved in the development of intelligent AI-based systems for various applications, including educational service chatbots and enterprise architecture–based information systems.

The applications of her expertise are implemented in healthcare, intelligent transportation systems, and digital transformation for education and government services.

Publications

  1. Automated Classification of Parasitic Worm Eggs Based on Transfer Learning and Fine-Tuned CNN Models
    Link: https://doi.org/10.14569/IJACSA.2025.0160513

  2. AI-Driven Chatbot Implementation for Enhancing Customer Service in Higher Education: A Case Study from Universitas Negeri Semarang
    Link: http://www.jatit.org/volumes/Vol102No14/8Vol102No14.pdf

  3. A Novel YOLO-ARIA Approach for Real-Time Vehicle Detection and Classification in Urban Traffic
    Link: https://doi.org/10.22266/ijies2024.0229.39

  4. Gaussian Filter-Based Dark Channel Prior for Image Dehazing Enhancement
    Link: https://doi.org/10.11591/ijece.v14i5.pp5765-5778

  5. Governance in Samarinda City Using TOGAF (The Open Group Architecture Framework): Literature Review
    Link: https://doi.org/10.55927/east.v8i6.1236

  6. Perancangan dan Implementasi Sistem Informasi Perpustakaan di Program Studi Teknik Lingkungan Fakultas Teknik Undip
    Link: https://doi.org/10.14710/jtsiskom.2.4.2014.209-222

  7. KOMBINASI STEGANOGRAFI BIT MATCHING DAN KRIPTOGRAFI DES UNTUK PENGAMANAN DATA
    Link: Not found on scholar.undip.ac.id

  8. Information System Evaluation For Website Usability At The Higher Education
    Link: Not found on scholar.undip.ac.id

  9. Raw Material Wood Inventory Monitoring With Rule Based Forward Chaining
    Link: Not found on scholar.undip.ac.id