Browse by ORCID

Journal Article

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Medyanti, Wikke Alvina (2023) Sistem prediksi awal pada atrisi karyawan perusahaan “XYZ” menggunakan algoritma support vector machine. CESS (Journal of Computer Engineering, System and Science), 8 (2). pp. 429-437. ISSN 2502-7131

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Purnama, I Ketut Eddy, Hariadi, Mochamad ORCID: https://orcid.org/0000-0002-2194-169X and Purnomo, Mauridhie Hery (2012) Retinal blood vessel segmentation in diabetic retinopathy image using maximum tree. International Journal of Academic Research, 4 (3). pp. 83-88. ISSN 20757107

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Imamudin, Mochamad, Perdana, Reza and Supriyono, Supriyono (2022) Increasing users response of tourism game. IEESE International Journal of Science and Technology (IJSTE), 11 (1). pp. 6-16. ISSN 2252-5297

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Mawaridi, Bima Hamdani, Afrah, Ashri Shabrina, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Aziz, Abdul, Wijayanti, Linda and Mulyadi, Melisa (2024) Enhancing Indonesian text summarization with latent dirichlet allocation and maximum marginal relevance. International Journal of Advanced Computer Science and Applications (IJACSA), 15 (8). pp. 519-528. ISSN 2156-5570

Syariefatussholehah, Maimuna, Almais, Agung Teguh Wibowo ORCID: https://orcid.org/0000-0001-7770-1954, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Zarkoni, Ahmad and Ulum, Muhammad Mamba'ul (2026) Clustering polusi udara berdasarkan factor meteorologi berbasis principal component analysis. JATI (Jurnal Mahasiswa Teknik Informatika), 10 (03). pp. 5118-5123. ISSN 2598-828X

Alfarisi, Muhammad Firyal, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2020) Implementasi metode K-Means clustering berdasarkan aspek kognitif dan afektif siswa SMP pada game pembelajaran mitigasi bencana gunung api. Matics : Jurnal Ilmu Komputer dan Teknologi Informasi, 12 (1). pp. 22-27. ISSN 1978-161X(p); 2477-2550(e)

Mahrozi, Nanang and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Analisis perbandingan kecepatan algoritma selection sort dan bubble sort. Scientica: Jurnal Ilmiah Sains dan Teknologi, 1 (2). pp. 89-98. ISSN 2985-5624

Putri, Helmy Dianti and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Analyzing the effectiveness of collaborative filtering and content-based filtering methods in anime recommendation systems. Jurnal Komtika (Komputasi dan Informatika), 7 (2). pp. 124-133. ISSN 2580734X

Nuraeni, Nenden and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2025) Classification of sleep disorders using support vector machine. Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control, 10 (1). pp. 63-74. ISSN 2503-2267

Wibowo, Firmansyah Rekso and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2024) Comparative analysis of sorting algorithms: Timsort python and classical sorting methods. JISA (Jurnal Informatika dan Sains), 7 (1). pp. 11-18. ISSN 2776-3234

Nurussakinah, Nurussakinah and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Klasifikasi penyakit diabetes menggunakan algoritma decision tree. Jurnal Informatika, 10 (2). pp. 143-149. ISSN 2355-6579

Makkyah, Aqila Darin and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Lung cancer EDA classification using the decision trees method in Python. Informatics and Software Engineering, 1 (1). pp. 8-13. ISSN 2988-2818

Syukur, Mohamad Arif Abdul and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Penerapan model regresi linear untuk estimasi mobil bekas menggunakan bahasa Python. Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi, 11 (2). pp. 182-191. ISSN 2776-3706

Akbar, Ismail and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2024) Perbandingan analisis sentimen PLN Mobile: Machine learning vs. deep learning. JOINTECS (Journal of Information Technology and Computer Science), 8 (1). pp. 1-10. ISSN 25416448

Mawaridi, Bima Hamdani and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Rekomendasi merek mobil untuk calon pembeli menggunakan algoritma decision tree. Jurnal Informatika, 10 (2). pp. 157-162. ISSN 2355-6579

Roziqiin, Nazhif Muafa and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2024) Sistem rekomendasi pemilihan anime menggunakan user-based collaborative filtering. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), 9 (1). pp. 299-306. ISSN 25408984

Permana, Muhammad Aji and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Uji performa prediksi gempa bumi di Jawa Timur dengan artificial neural network. Euler : Jurnal Ilmiah Matematika, Sains dan Teknologi, 11 (1). pp. 44-54. ISSN 2776-3706

Hasanah, Novrindah Alvi, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Angreani, Linda Salma (2025) Fuzzy TOPSIS implementation for the determination of priority scale in improving service quality. Ultimatics: Jurnal Teknik Informatika, 16 (2). pp. 84-93. ISSN 2085-4552

Akbar, Ismail, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Chamidy, Totok (2024) Multi-label classification of Indonesian qur'an translation using long short-term memory model. Kinetik : Game Technology, Information System, Computer Network, Computing, Electronics, and Control, 9 (2). pp. 119-128. ISSN 2503-2267

Medyanti, Wikke Alvina, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Nurhayati, Hani (2024) Optimasi metode single exponential smoothing dengan grid search pada prediksi nilai ekspor migas. SINTECH (Science and Information Technology) Journal, 7 (1). pp. 59-69. ISSN 25987305

Akbar, Ismail, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Chamidy, Totok (2024) Penerapan long short-term memory untuk klasifikasi multi-label terjemahan Al-Qur’an dalam Bahasa Indonesia. JOINTECS (Journal of Information Technology and Computer Science), 7 (1). pp. 41-54. ISSN 2541-3619

Romadhon, Manzilur Rahman, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Imamudin, Mochamad (2023) Performance improvement of k-nearest neighbor algorithm in KIP scholarship recipient selection. Jurnal Riset Informatika, 5 (4). pp. 465-470. ISSN 26561735

Saputra, Muhammad Andryan Wahyu, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 (2023) K-Means binary search centroid with dynamic cluster for Java island health clustering. Jurnal Riset Informatika, 5 (3). pp. 539-546. ISSN 26561735

Nurrachman, Adi, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764 (2021) Menilai kecenderungan nilai antar mata pelajaran menggunakan association rule pada Rapidminer. Edupedia, 5 (2). pp. 1-6. ISSN 26144409

Laili, Ufil Hidayatul, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764 (2024) Optimization of k-means clustering using particle swarm optimization algorithm for human development index. Bulletin of Social Informatics Theory and Application. Indonesia. ISSN 2614-0047

Priyanto, Priyanto, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710 (2025) Artificial neural network-based forecasting of rice yield using environmental and agricultural data. ASSET – Advances in Sustainable Science, Engineering and Technology, 7 (3). ISSN 2715-4211

Setiawan, Diyan Nova, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710 (2026) Fine-tuned bart transfer learning for abstractive summarization of Indonesian youtube transcripts with rouge evaluation. ILKOMNIKA: Journal of Computer Science and Applied Informatics, 8 (1). pp. 80-92. ISSN 2715-2731

Priyanto, Priyanto, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 and Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710 (2025) Grid search-optimized artificial neural network model for rice yield prediction using weather and soil data in Malang City. Engineering, Technology & Applied Science Research (ETASR), 15 (5). pp. 26487-26495. ISSN 2241-4487

Sahi, Muhammad, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Arif, Yunifa Miftachul and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2023) Analysis of the use of artificial neural network models in predicting bitcoin prices. Applied Information System and Management, 6 (2). pp. 91-96. ISSN 2621-2544

Hafidz Ardana, Candra, Khoyum, Adlian Aldita Alif Aisyah Ainur and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2024) Segmentasi pelanggan penjualan online menggunakan Metode K-Means Clustering. JISKA (Jurnal Informatika Sunan Kalijaga), 9 (1). pp. 1-9. ISSN 2527 – 5836

Prastyo, Edwin Hari Agus, Suhartono, Suhartono, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Yaqin, Muhammad Ainul and Firdaus, Reza Augusta Jannatul (2024) Naive Bayes Classification untuk prediksi cacat perangkat lunak. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), 9 (2). pp. 782-791. ISSN 25408984

Book

Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Ramadan, Afrijal Rizqi, Utama, Shoffin Nahwa ORCID: https://orcid.org/0000-0001-9843-199X, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Prakasa, Johan Ericka Wahyu ORCID: https://orcid.org/0000-0001-5571-9328, Aziz, Okta Qomaruddin, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Hariri, Fajar Rohman, Koeshardianto, Meidya, Nurhayati, Hani, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Karami, Ahmad Fahmi, Afrah, Ashri Shabrina and valiansky, roman (2024) The Spirit of Recovery. IT Perspective, Experiences, and Applications during the Covid-19 Pandemic. CRC press, 2385 NW Executive Center Drive, Suite 320, Boca Raton FL 33431. ISBN 9781003331674 UNSPECIFIED : UNSPECIFIED.

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Animation creator. UIN Maliki Press, Malang. ISBN 9786232329164 UNSPECIFIED : UNSPECIFIED.

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2022) Data sains praktis mengunakan Python. UIN Maliki Press, Malang. ISBN 978-623-232-873-0 UNSPECIFIED : UNSPECIFIED.

Afrah, Ashri Shabrina and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2025) Teknik peringkasan teks otomatis dengan Artificial Intelligence: pendekatan ekstraktif dan abstraktif. UIN Maliki Press, Malang, Indonesia. ISBN 978-623-232-973-7 UNSPECIFIED : UNSPECIFIED.

Book Section

Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Nurhayati, Hani, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Karami, Ahmad Fahmi and Afrah, Ashri Shabrina The Integration of Ambient Intelligence with Serious Game for Recommendation System of Tourist Destinations Post-COVID-19 Pandemic. In: The Spirit of Recovery IT Perspectives, Experiences, and Applications during the COVID-19 Pandemic. CRC Press, 2385 NW Executive Center Drive, Suite 320, Boca Raton FL 33431. ISBN 9781032363837 UNSPECIFIED : UNSPECIFIED.

Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Nurhayati, Hani, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Karami, Ahmad Fahmi and Afrah, Ashri Shabrina (2024) The Spirit of Recovery. IT Perspectives, Experiences, and Applications during the COVID-19 Pandemic. In: The Spirit of Recovery. IT Perspectives, Experiences, and Applications during the COVID-19 Pandemic. Routledge Taylor & Francis Group, Florida, United States, pp. 122-131. ISBN 9781003331674 UNSPECIFIED : UNSPECIFIED.

Research

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2023) Animation recomender system dalam pemilihan animasi terbaik. Research Report. Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Afrah, Ashri Shabrina and Aziz, Abdul ORCID: https://orcid.org/0000-0002-9050-9024 Optimalisasi teknik peringkasan teks pada karya tulis ilmiah dosen untuk meningkatkan produktivitas publikasi di perguruan tinggi keagamaan Islam negeri. Research Report. Lembaga Penelitian dan Pengabdian kepada Masyarakat UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Afrah, Ashri Shabrina, Irawan, Andik Rony, Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710, Syauqi, A'la and Priyanto, Priyanto (2025) Peramalan Produktivitas Pertanian Menggunakan Artificial Neural Network Berbasis Variabel Lingkungan dan Lahan. Research Report. Lembaga Penelitian dan Pengabdian kepada Masyarakat UIN Maulana Malik Ibrahim Malang. (Unpublished)

Conference

Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2019) Studi komparasi fungsi keanggotaan berbeda pada fuzzy mamdani untuk kasus penyiraman air otomatis. Presented at Conference on Innovation and Application of Science and Technology (CIASTECH 2019), 2 Oct 2019, Malang.

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Qomariyah, Laela Nurul, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Arif, Yunifa Miftachul, Nurhayati, Hani and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2023) Improving service quality through customer relationship management using the framework of dynamic model. Presented at The 13th International Conference On Green Technology (ICGT-13), 17-18 October 2023, Malang-Indonesia.

Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Halmahera, Shafira, Cahyani, Vivin Octavia, Aziz, Abd, Afrah, Ashri Shabrina and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2024) Advanced extractive summarization of Indonesian texts using LSTM models. Presented at 2024 8th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 29-30 August 2024, Yogyakarta, Indonesia.

Supriyono, Supriyono and Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254 (2021) Dynamic monitoring and assessment for digital transformation in higher education. Presented at The International Conference on Engineering, Technology and Social Science (ICONETOS 2020), 31 Oct 2020, Malang.

Afrah, Ashri Shabrina, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Aziz, Abdul ORCID: https://orcid.org/0000-0002-9050-9024 and Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189 (2025) Comparison of the performance of transformer text summarization models in Indonesian language: PEGASUS and GPT-2. Presented at The 6th International Conference on Cybernetics and Intelligent Systems (ICORIS 2024), 29 Nov - 30 Nov 2024, Universitas Sahid Surakarta, Solo, Indonesia.

Community Service

Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Zaman, Syahiduz, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Aziz, Okta Qomaruddin, Melani, Roro Inda, Afrah, Ashri Shabrina and Subarkah, Aan Fuad (2024) Pelatihan dan pendampingan sistem informasi manajemen akademik di Pondok Pesantren Nurus Salam Lodoyo, Blitar, Jawa Timur. Community Service Report. Program Studi Teknik Informatika UIN Maulana Malik Ibrahim Malang. (Unpublished)

Supriyono, Supriyono, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Arif, Yunifa Miftachul, Fatchurrohman, Fatchurrohman, Abidin, Zainal ORCID: https://orcid.org/0000-0002-9261-4952, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Nurhayati, Hani, Adawiyah, Robiatul, Fahmi, Dimas and Farouq, Muhammad (2023) Pelatihan dan pendampingan SIPP (Sistem Informasi Pondok Pesantren) berbasis Odoo ERP di Pondok Pesantren Bahrul Maghfiroh Kota Malang. Community Service Report. Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang.

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.

Afrah, Ashri Shabrina, Suhartono, Suhartono, Zaman, Syahiduz, Faisal, Muhammad ORCID: https://orcid.org/0000-0003-4884-7254, Melani, Roro Inda, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Aziz, Okta Qomaruddin, Subarkah, Aan Fuad, Anjany, Fillah, Azizah, Yasmin Nur and Astuti, Rifda Anggraini Pelatihan artificial intelligence untuk siswa Sekolah Menengah Pertama (SMP) Bahrul Maghfiroh Malang. Community Service Report. Program Studi Teknik Informatika UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Hak Cipta

Fresy Nugroho and Muhammad Faisal (2019) Penerapan algoritma triword winnowing pada aplikasi plagiarism checker. 000166910.

Muhammad Faisal (2023) Membuat animasi 2D menggunakan Animate CC 2023 (sertifikat hak cipta). 000540309.

Lab. Intelligent System Program Studi Teknik Informatika UIN Maulana Malik Ibrahim Malang (2025) Aplikasi peringkas teks untuk abstrak penelitian dengan Algoritma T5 (sertifikat hak cipta). 001003278.

Lab. Intelligent System, Program Studi Teknik Informatika, UIN Maulana Malik Ibrahim Malang (2024) Aplikasi peringkas teks untuk abstrak penelitian dosen dengan algoritma GPT-2 (sertifikat hak cipta). 000775117.

Amrullah, Abdul Malik Karim and Faisal, Muhammad and Hisyam, Fahmi and Supriyono, Supriyono (2022) Pengembangan smart classroom dengan pemanfaatan ubiquitous learning untuk meningkatkan digital kompetensi mahasiswa. EC00202212024.

Lab. Multimedia, Program Studi Teknik Informatika, Universitas Islam Negeri Maulana Malik Ibrahim Malang (2024) Aplikasi peringkas teks untuk abstrak karya ilmiah dengan algoritma PEGASUS (sertifikat hak cipta). 000773708.

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.