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Research Publications

Explore the scientific contributions of IDSS Udinus researchers in the fields of Artificial Intelligence, Image Processing, and System Security.

2025 Research

Hak Cipta: Perangkat Lunak Aplikasi DEN-Smart (versi 1.0)

Authors: MY Teguh Sulistyono

Published in: HKI - LPPM Universitas Dian Nuswantoro (EC002025210600)

2025 Article

Deep Learning-Based Eye Disorder Classification: A K-Fold Evaluation of EfficientNetB and VGG16 Models

Authors: C Paramita, S Rakasiwi, PN Andono, GF Shidik, dkk.

Published in: Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)

2025 Article

Comparison of ResNet-50, EfficientNet-B1, and VGG-16 Algorithms for Cataract Eye Image Classification

Authors: YP Astuti, A Luthfiarta, EY Hidayat, A Nugraha, ER Subhiyakto, DA Octaviani

Published in: Jurnal Ilmiah Komputer Grafis

2025 Research

Hak Cipta: Tab2Conv: Ekstraksi Fitur Otomatis Berbasis Convolutional Deep Learning Pada Data Medis Tabular

Authors: Sindhu Rakasiwi, Danang Wahyu Utomo, Ika Novita Dewi, Abu Salam

Published in: HKI - LPPM Universitas Dian Nuswantoro (EC002025155798)

2025 Article

Prediksi Tingkat Keparahan Penyakit Demam Berdarah Menggunakan Kombinasi Seleksi Fitur Forward Selection dan Algoritma Random Forest

Authors: D Yunitasari, S Rakasiwi

Published in: Journal of Artificial Intelligence and Innovative Applications

2025 Article

Pengembangan Arsitektur Rest API Untuk Integrasi Data Real-Time Pada Website Pemantauan Kualitas Udara Lahan Pertanian

Authors: DW Utomo, D Kurniawan, J Zeniarja, IN Dewi, A Salam, Muljono

Published in: Transmisi: Jurnal Ilmiah Teknik Elektro

2025 Article

Comparison of ResNet-50, EfficientNet-B1, and VGG-16 Algorithms for Cataract Eye Image Classification

Authors: YP Astuti, A Luthfiarta, EY Hidayat, A Nugraha, ER Subhiyakto, DA Octaviani

Published in: Jurnal Ilmiah Komputer Grafis

2025 Research

Peningkatan Kualitas Riset Melalui Program Student Mobility Udinus-Malaysia Berbasis Data Mining

Authors: Ardytha Luthfiarta

Published in: Program Riset Internasional / Student Mobility

2025 Article

Leveraging BERT and T5 for Comprehensive Text Summarization on Indonesian Articles

Authors: MWBD Satya, A Luthfiarta

Published in: Jurnal Sistem Cerdas

2025 Article

Optimizing Face Recognition and Emotion Detection in Student Identification Using FaceNet and YOLOv8 Models

Authors: GF Mumtaz, J Zeniarja, A Luthfiarta, ANI Muttaqin

Published in: Inform: Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi