Browse by ORCID

Journal Article

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

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 (2024) New Voting of Convolutional Neural Networks for Brain Tumor Detection Based on MRI Images. International Journal of Intelligent Engineering and Systems, 17 (1). pp. 212-227. ISSN 2185-3118

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 (2024) The best texture image for Gaussian Naïve Bayes with nearest neighbor interpolation. Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 13 (1). pp. 68-75. ISSN 24605719

Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 and Utama, Shoffin Nahwa ORCID: https://orcid.org/0000-0001-9843-199X (2024) Multi-model of convolutional neural networks for brain tumor classification in magnetic resonance imaging images. International Journal of Intelligent Engineering and Systems, 17 (5). pp. 741-758. ISSN 2185-3118

Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Adrianto, Yudhi, Sensusiati, Anggraini Dwi, Wulandari, Diah Puspito and Purnama, I. Ketut Eddy (2022) Ensemble convolutional neural networks with support vector machine for epilepsy classification based on multi-sequence of magnetic resonance images. IEEE Access, 10. 32034 -32048. ISSN 2169-3536

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

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

Susanto, Moh. Heri, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Suhartono, Suhartono and Karami, Ahmad Fahmi (2025) Classification of rice diseases using leaf image-based Convolutional Neural Network (CNN). Jurnal Nasional Teknik Elektro dan Teknologi Informasi, 14 (3). pp. 181-189. ISSN 2301–4156

Iqbal, Eko Agus Moh., Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 and Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035 (2023) Hybrid model transfer learning ResNet50 and support vector machine for face mask detection. International Journal of Advances in Data and Information Systems, 4 (2). pp. 125-134. ISSN 2721-3056

Anwar, Aldian Faizzul, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Yaqin, Muhammad Ainul, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035 and Zuhri, Abdurrozaq Ashshiddiqi (2025) Enhancing student collaboration in academic projects through a content-based filtering recommender system. International Journal of Advances in Data and Information Systems (IJADIS),, 6 (2). pp. 204-215. ISSN 2721-3056

Arafat, Ihsan Bagus Fahad, Hariyadi, Mokhamad Amin, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035 and Crysdian, Cahyo (2023) Clustering gempabumi di wilayah regional VII menggunakan pendekatan DBSCAN. Jurnal Teknologi Informasi dan Ilmu Komputer, 10 (4). pp. 823-830. ISSN 2528-6579

Book

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) Statistika II untuk Teknik Informatika dan Ilmu Komputer (Studi Kasus Deteksi dan Prediksi Tumor). Edulitera, Malang. ISBN 978-623-485-388-9 UNSPECIFIED : UNSPECIFIED.

Research

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 (2023) Ensemble convolutional neural networks untuk deteksi tumor otak berbasis citra magnetic resonance imaging. Research Report. Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Utama, Shoffin Nahwa ORCID: https://orcid.org/0000-0001-9843-199X and Safitri, Alfania Dwi (2024) Optimalisasi meta-learning pada convolutional neural networks untuk meningkatkan performa klasifikasi tumor otak berbasis citra MRI. Research Report. LP2M UIN Maulana Malik Ibrahim Malang, Malang.

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.

Community Service

Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 and Syawab, Moh. Husnus (2024) Pelatihan dan pendampingan implementasi sistem manajemen mutabaah harian santri Pondok Pesantren Daruttauhid berbasis odoo ERP. Community Service Report. Universitas Islam Negeri Maulana Malik Ibrahim, Malang.

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)

Yaqin, Muhammad Ainul, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Suhartono, Suhartono, Chamidy, Totok, Santoso, Irwan Budi ORCID: https://orcid.org/0000-0001-5586-9035, Zaman, Syahiduz ORCID: https://orcid.org/0000-0002-1822-0517, Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710, Zawiyah, Shofiyatus, Jannah, Maughfirotul and Andriani, Citra (2026) Sosialisasi dan pendampingan pelindungan data pribadi di Pondok Pesantren Bahrul Maghfiroh Kota Malang. Community Service Report. UIN Maulana Malik Ibrahim, Malang.

Hak Cipta

Universitas Islam Negeri Maulana Malik Ibrahim Malang (2024) Aplikasi klasifikasi tumor otak berbasis Citra MRI menggunakan Majority Voting Convolutional Neural Networks (MV-CNNs) (sertifikat hak cipta). 000764739.

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.