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Journal Article

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Faisal, Muhammad, Nugroho, Fresy, M. El Sulthan, Maulana, Amini, Fauziyah, Hariyadi, Mokhamad Amin and Sedayu, Agung (2020) Plagiarism detection using Manber and Winnowing Algorithm. International Journal of Advanced Science and Technology, 29 (6s). pp. 2130-2136. ISSN 2005-4238

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)

Faisal, Muhammad, Zakifardan, Ibnu and W. R., Nonok Eko (2019) Qur'an basic game for fun learning using dynamic weighting A Star. International Journal of Engineering & Technology, 8 (1.9). pp. 152-156. ISSN 2227-524X

Nurhayati, Hani, Faisal, Muhammad and Romadhoni, Mutaqiyuddin (2017) Q - Puzzle game for memorizing the recitation of Qur’an surah. Journal of Theoretical and Applied Information Technology, 95 (20). pp. 5637-5641. ISSN 19928645

Faisal, Muhammad, Nurhayati, Hani, Arif, Yunifa M., Kurniawan, Fachrul and Nugroho, Fressy (2016) Immersive bicycle game for health virtual tour of UIN Maulana Malik Ibrahim Malang. Jurnal Teknologi, 78 (5). pp. 325-328. ISSN 0127-9696

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

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.

Haris, Abdul, Diana, Ilfi Nur, Bahruddin, Uril ORCID: https://orcid.org/0000-0001-8599-7281, Kurniawan, Fachrul, Faisal, Muhammad, Slamet, Slamet ORCID: https://orcid.org/0000-0001-5583-5425, Amrullah, Abdul Malik Karim, Rossidy, Imron, Supriyono, Supriyono ORCID: https://orcid.org/0000-0002-4733-9189, Mardiyah, Ainatul and Hariri, Fajar Rohman (2020) Model pengembangan smart Islamic campus. UIN Maliki Press, Malang. ISBN 978-623-232-634-7 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 (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.

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.

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 (2017) Game Pembelajaran Asmaul Husna Untuk Meningkatkan Daya Ingat Anak Usia Dini. Research Report. Fakultas Sains dan Teknologi UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Faisal, Muhammad and Arif, Yunifa Miftachul (2017) Implementasi Sensor Ultrasonik dan Fuzzy Logic pada System Keselamatan dan Kendali Drone (Quadcopter). Research Report. Lembaga Penelitian dan Pengabdian Kepada Masyarakat (LP2M), UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Faisal, Muhammad, Nurhayati, Hani and Purnomo, Mauridhie Hery Immersive Bycicle Game Cerdas Untuk Mengontrol Kebugaran Tubuh. 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 and Aziz, Abdul 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. (Unpublished)

Conference

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.

Qosim, Ahmad Latif, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Bahruddin, Uril ORCID: https://orcid.org/0000-0001-8599-7281, Mubaraq, Zulfi, Suhartono, Suhartono and Faisal, Muhammad (2021) Analysis classification opinion of policy government announces cabinet reshuffle on YouTube comments using 1D convolutional neural networks. Presented at 2021 3rd East Indonesia Conference on Computer and Information Technology (EIConCIT), 9-11 April 2021, Surabaya, Indonesia.

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.

Arif, Yunifa Miftachul, Faisal, Muhammad, Kurniawan, Fachrul and Misbahudin, Achmad (2017) Implementation of ultrasonic sensor and fuzzy logic on safety and control drone system (QUADCOPTER). Presented at The 8th International Conference on Green Technology, 8 October 2017, Malang.

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.

Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Almais, Agung Teguh Wibowo, Faisal, Muhammad, Imamudin, Mochamad, Fatchurrochman, Fatchurrochman, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Nurhayati, Hani, Arif, Yunifa Miftachul, Melani, Roro Inda, Holle, Khadijah Fahmi Hayati, Sari, Nur Fitriyah Ayu Tunjung, Lestari, Tri Mukti, Afrah, Ashri Shabrina and Karami, Ahmad Fahmi (2021) Implementasi e-goverment sebagai akuntabel pelayanan di Desa Samaan Kecamatan Klojen Kota Malang. Community Service Report. Jurusan Teknik Informatika Fakultas Sains dan Teknologi UIN Maulana Malik Ibrahim Malang.. (Unpublished)

Faisal, Muhammad (2017) Pengembangan entrepeneurship Pondok Pesantren Sidogiri Pasuruan Menggunakan Teknologi Informasi Sub kegiatan: Pengembangan entrepreneurship di Ponpes Sidogiri berbasis Teknologi Informasi 1. 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)

Faisal, Muhammad (2016) Pelatihan bidang TIK cluster multimedia di Sekolah Menengah Pertama Al-Umm Malang Sub kegiatan: Pelatihan bidang komputer grafis dan multimedia 2. Community Service Report. Fakultas Saintek 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)

Faisal, Muhammad (2015) Sosialisasi dan uji kompetensi bidang TIK clustermMultimedia di Sekolah Menengah Kejuruan Negeri 9 Malang Sub kegiatan: Uji kompetensi bidang junior programming networking, animasi 3. Community Service Report. Fakultas Saintek UIN Maulana Malik Ibrahim Malang, Malang. (Unpublished)

Hak Cipta

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.

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). EC002024202685.

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

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.

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.

Faisal, Muhammad and Imamudin, Mochamad and Pradana, Reza Putra and Supriyono, Supriyono (2021) Game wisata mode hibrid online dan offline. 000306969.

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

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