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Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Melani, Roro Inda, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Aziz, Okta Qomaruddin, Sari, Nur Fitriyah Ayu Tunjung, Lestari, Tri Mukti ORCID: https://orcid.org/0009-0005-9416-7905 and Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748 (2025) Menjelajahi Dunia Kecerdasan Buatan: Dari Fondasi Hingga Penerapan Kreatif Dan Edukatif. Community Service Report. Universitas Islam Negeri Maulana Malik Ibrahim, Malang, Malang. (Unpublished)

Galib, Galan Ramadan Harya, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035 and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2025) Classification of vegetation land cover area using convolutional neural network. JOIV: International Journal on Informatics Visualization, 9 (4). pp. 1401-1410. ISSN 25499904

Program Komputer (2025) Aplikasi Segmentasi Tumor otak Berbasis Citra MRI Menggunakan Weighted Average Sigmoid pada Light-Weight U-Net (WA-lwU-Net) (sertifikat hak cipta). EC002025201713.

Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Aziz, Okta Qomaruddin, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 and Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748 (2025) Ensemble Light-Weight U-Net Untuk Segmentasi Tumor Otak Berbasis Citra Magnetic Resonance Imaging (MRI). Research Report. Universitas Islam Negeri Maulana Malik Ibrahim, Malang.

Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Utama, Shoffin Nahwa ORCID: https://orcid.org/0000-0001-9843-199X and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2025) Meta-learning based softmax average of convolutional neural networks using multi-layer perceptron for brain tumour classification. Array, 26. pp. 1-16. ISSN 2590-0056

Sidqi, Akbar, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035 and Harini, Sri ORCID: https://orcid.org/0000-0001-9664-027X (2025) Ensemble combination of CNN for MRI-based brain tumor classification. International Journal of Engineering Continuity, 4 (1). pp. 71-84. ISSN 2963-2390