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Journal Article

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, 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, 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

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

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

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

Santoso, Irwan Budi, Adrianto, Yudhi, Sensusiati, Anggraini Dwi, Wulandari, Diah Puspito and Purnama, I Ketut Eddy (2021) Epileptic EEG signal classification using convolutional neural network based on multi-segment of EEG signal. International Journal of Intelligent Engineering and Systems, 14 (3). pp. 160-176. ISSN 2185-3118

Book

Santoso, Irwan Budi (2013) Statistika 1 untuk teknik informatika. UIN-Maliki Press, Malang. ISBN 978-602-958-423-5 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 and Supriyono, Supriyono (2017) Optimalisasi dimensi image untuk meningkatkan akurasi Naïve Bayes Classifier dengan menggunakan interpolasi. Research Report. Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LP2M), UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi (2016) Deteksi Non-RTH (Ruang Terbuka Hijau) Kota Malang Berbasis Citra Landsat Google Earth dengan Menggunakan Naive Bayes Classifier. Research Report. Fakultas Sains dan Teknologi UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi (2015) Deteksi dan segmentasi Ruang Terbuka Hijau Kota Malang berbasis Citra Landsat Google Earth dengan menggunakan Tree-Augmented Naive Bayesian Network dan K-Means. Research Report. Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LP2M) UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi, Supriyono, Supriyono, Crysdian, Cahyo and Holle, Khadijah Fahmi Hayati Optimalisasi multi model naïve bayes classifier dalam mengklasifikasikan objek ruang terbuka hijau (rth) berbasis citra google earth. Research Report. -. (In Press)

Conference

Santoso, Irwan Budi and Purnama, I Ketut Eddy (2020) Epileptic EEG signal classification using convolutional neural networks based on optimum window length and FFT's length. Presented at ICCCM'20: 2020 The 8th International Conference on Computer and Communications Management, Jul 2020, Singapore.

Santoso, Irwan Budi, Supriyono, Supriyono, Crysdian, Cahyo and Holle, Khadijah Fahmi Hayati (2018) Optimization of Naïve Bayes Classifier To Classify Green Open Space Object Based on Google Earth Image. Presented at 2018 International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), 21-22 Novr 2018, Yogyakarta, Indonesia.

Community Service

Santoso, Irwan Budi, Crysdian, Cahyo, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Supriyono, Supriyono, Syawab, Moh. Husnus, Purbo, Dwi and Sahi, Muhammad (2023) Pelatihan smart PONPES terintegrasi berbasis Odoo ERP di Pondok Pesantren Daruttauhid Kota Malang. Community Service Report. Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi (2017) Aplikasi ICT makanan halal di Pesantren Al-UMM Malang Sub kegiatan: Sosialisasi aplikasi deteksi formalin pada ikan bandeng berbasis android. Community Service Report. Fakultas Saintek UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi, Crysdian, Cahyo, Hariyadi, M. Amin, Angreani, Linda Salma, Mardhiyah, Ainatul, Supriyono, Supriyono, Hanani, Ajib, Holle, Khadijah Fahmi Hayati, Faisal, Muhammad, Melani, Roro Inda, Arif, Yunifa Miftachul, Kurniawan, Fachrul, Nugroho, Fresy, Nurhayati, Hani, Fadila, Juniardi Nur, Varita, Ivana and Imamudin, Mochamad (2017) Penguji Uji Kompetensi Keahlian RPL dan animasi di Sekolah Menengah Kejuruhan Negeri 9 Malang. Community Service Report. Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LP2M) UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Santoso, Irwan Budi, Crysdian, Cahyo, Haryadi, M. Amin, Syauqi, A'la, Faisal, Muhammad, Melani, Roro Inda, Angreani, Linda Salma, Kurniawan, Fachrul and Nugroho, Fresy (2016) Peningkatan kompetensi TKJ, RPL, dan animasi di Sekolah Menengah Kejuruan Negeri 9 Malang. Community Service Report. Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LP2M) UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Crysdian, Cahyo, Santoso, Irwan Budi, Hariyadi, M. Amin, Syauqi, A'la, Supriyono, Supriyono and Mardhiyah, Ainatul (2016) Seminar Teknologi di SMK Widyadharma Turen. Community Service Report. SMK Widyadharma, Malang. (Unpublished)

Santoso, Irwan Budi (2015) Peningkatan kompetensi program Teknik Komputer dan Jaringan (TKJ) di Sekolah Menengah Kejuruan Widya Dharma Turen Malang Sub Kegiatan: Pelatihan hardware di SMK Widya Dharma Turen Malang. Community Service Report. Fakultas Saintek UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Crysdian, Cahyo, Santoso, Irwan Budi, Syauqi, A'la, Angreani, Linda Salma, Hariyadi, M. Amin and Melani, Roro Inda (2015) Uji kompetensi keahlian TKJ, RPL dan animasi di Sekolah Menengah Kejuruan Negeri 9 Malang. Community Service Report. Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LP2M) UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

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.

Irwan Budi Santoso, Supriyono, Muhammad Faisal, Okta Qomaruddin Aziz (2023) Aplikasi deteksi tumor berbasis citra MRI menggunakan majority voting low parameter CNN (MV-lpCNN) (sertifikat hak cipta). 000547084.

Laporan Penelitian Optimalisasi Dimensi Image Untuk Meningkatkan Akurasi Naive Bayes Classifier Dengan Menggunakan Interpolasi (2020) Optimalisasi dimensi image untuk meningkatkan akurasi Naive Bayes Classifier dengan menggunakan interpolasi. EC00202005055.