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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 Article

A Topic-Based Approach for Recommending Undergraduate Thesis Supervisor Using LDA with Cosine Similarity

Authors: LR Nisa, A Luthfiarta, A Nugraha, dkk.

Published in: Jurnal Teknik Informatika (Jutif)

Source
2025 Research

KerisRDNet: Model Identifikasi Keris Berbasis Residual dan Dilated Convolutions untuk Pelestarian Pusaka Warisan Budaya Nusantara

Authors: Khafiizh Hastuti, Erwin Yudi Hidayat, Usman Sudibyo

Published in: Hibah Internal (UDINUS)

Source
2025 Research

CAVIT-NET: Framework CNN-LSTM Adaptif untuk Ekstraksi Representasi Temporal pada Data Wearable dalam Deteksi Dini Risiko Kardiovaskular

Authors: Erwin Yudi Hidayat, dkk.

Published in: Hibah BIMA (Penelitian Kompetitif Nasional)

Source
2025 Article

Patch-based Histopathological Images for Non-Hodgkin Lymphoma Detection using Voting CNN with Layer Freezing

Authors: A Luthfiarta, IN Dewi, EY Hidayat, C Supriyanto, dkk.

Published in: IAENG International Journal of Computer Science

Source
2025 Research

Pelatihan Bijak Gunakan AI: Meningkatkan Pemahaman dan Praktik Penulisan Prompt Dalam Software Development

Authors: Danang Wahyu Utomo, Defri Kurniawan, Ardytha Luthfiarta

Published in: Program Hibah Internal (PKM)

Source
2025 Research

Pengembangan Model Deep Learning Berbasis Explainable AI untuk Deteksi Dini dan Klasifikasi Tingkat Keparahan Diabetic Retinopathy

Authors: Danang Wahyu Utomo, Ika Novita Dewi

Published in: Program Hibah BIMA (Kemdikbudristek)

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2025 Article

Deteksi Dini Gangguan Kesehatan Mental dengan Model Bert dan Algoritma Xgboost

Authors: RP Tresyani, DW Utomo, N Maldini

Published in: Infotekmesin

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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)

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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

Source
2025 Article

Comparison of data normalization techniques on KNN classification performance for Pima Indians diabetes dataset

Authors: YD Pratama, A Salam

Published in: Journal of Applied Informatics and Computing

Source