Items where Subject is "08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080105 Expert Systems"

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Afrah, Ashri Shabrina, Lestandy, Merinda and Suwondo, Juwita Purnami Restu (2023) Peramalan tingkat inflasi biaya pendidikan di Kota Malang dengan Metode Long Short-Term Memory. Research Report. P3M Politeknik Negeri Banjarmasin, Jurnal Eltikom. (Unpublished)

Afrah, Ashri Shabrina, Sari, Nur Fitriyah Ayu Tunjung, Utama, Shoffin Nahwa ORCID: https://orcid.org/0000-0001-9843-199X, Holle, Khadijah Fahmi Hayati ORCID: https://orcid.org/0000-0002-6991-1748, Lestandy, Merinda, Sintiya, Endah Septa and Rizdania, Rizdania (2024) Comparative study of Machine Learning and Holt-Winters Exponential Smoothing models for prediction of CPI’s seasonal data. Presented at 2nd International Conference on Software Engineering and Information Technology (ICoSEIT), 28-29 Februari 2024, Bandung, Indonesia.

Akkad, Muhammad Iqbal, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Almais, Agung Teguh Wibowo ORCID: https://orcid.org/0000-0001-7770-1954 (2025) Implementation and evaluation of artificial neural networks for product sales prediction at Basmalah stores. Sinkron : Jurnal dan Penelitian Teknik Informatika, 9 (4). pp. 2326-2335. ISSN 2451-2019

Almais, Agung Teguh Wibowo, Susilo, Adi, Naba, Agus, Sarosa, Moechammad, Crysdian, Cahyo, Wicaksono, Hendro, Tazi, Imam, Hariyadi, Mokhamad Amin, Muslim, Muhammad Aziz, Basid, Puspa Miladin Nuraida Safitri A, Arif, Yunifa Miftachul, Purwanto, Mohammad Singgih, Parwatiningtyas, Diyan and Supriyono, Supriyono (2023) Principal component analysis-based data clustering for labeling of level damage sector in post-natural disasters. IEEE Access. ISSN 2169-3536

Alviola, Nuril Afni, Fathurrahman, Zaky, Rifai, Rokhim Nur and Afrah, Ashri Shabrina (2023) Sistem diagnosa penyakit liver menggunakan Metode Artificial Neural Network: Studi berdasarkan Dataset Indian Liver Patient Dataset. Jurnal Informatika: Jurnal Pengembangan IT, 8 (3). pp. 308-312. ISSN 2548-9356

Ansori, Muhammad Isa, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 and Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 (2023) Prediction of service level agreement time of delivery of goods and documents at PT Pos Indonesia using the random forest method. International Journal of Advances in Data and Information Systems, 4 (2). 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

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Hamid, Abdulhalim Hamid Salih, Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0001-9327-7604 and Hariyadi, M. Amin ORCID: https://orcid.org/0000-0002-2183-0762 (2025) Employing multi-layer perceptron models for heart failure disease prediction. Journal Of Development Research, 9 (1). pp. 10-24. ISSN 2579 - 9347

Hariri, Fajar Rohman and Prakasa, Johan Ericka Wahyu ORCID: https://orcid.org/0000-0001-5571-9328 (2023) Chicken menu sales forecasting system using multiplicative Holt-Winters triple exponential smoothing. Matics: Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology), 15 (1). pp. 8-14. ISSN 24772550

Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Agung Teguh, Wibowo Almais, Syauqi, A'la, Imamudin, Mochamad, Chamidy, Totok, Qosim, Ahmad Latif, Lestari, Tri Mukti and Sari, Nur Fitriyah Ayu Tunjung (2024) Pengembangan sistem evaluasi berbasis teknologi di Pondok Pesantren Nurus Salam Lodoyo. Community Service Report. UIN MAULANA MALIK IBRAHIM MALANG.

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Imami, Nia Kurniawati, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Arif, Yunifa Miftachul (2025) Career path mapping using the random forest method for vocational high school graduates. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), 10 (4). pp. 3864-3871. ISSN 25408984

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Jailani, Ahmad, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Agung Teguh, Wibowo Almais, Usman, Pagalay and Fresy, Nugroho (2026) EKSTRAKSI FITUR MENGGUNAKAN VGG-19 UNTUK CLUSTERING TINGKAT KERUSAKAN BANGUNAN PASCA BENCANA ALAM BERBASIS PCA. Jurnal Ilmiah Informatika, 11 (1). pp. 56-65. ISSN 2549-7480

Jatmika, Sunu, Patmanthara, Syaad, Wibawa Aji, Prasetya and Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764 (2024) The model of local wisdom for smart wellness tourism with optimization multilayer perceptron. Journal of Theoretical and Applied Information Technology, 102 (2). pp. 640-652. ISSN 1817-3195

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Kota, Evan Afdrianto, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2026) TUDI ABLASI XGBOOST UNTUK KLASIFIKASI RISIKO BANJIR PERKOTAAN MENGGUNAKAN KARAKTERISTIK DRAINASE DAN DATA CURAH HUJAN CHIRPS. JATI: Jurnal Mahasiswa Teknik Informatika, 10 (3). pp. 5365-5370. ISSN 2598-828X

Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Arif, Yunifa Miftachul, Ramadan, Afrijal Rizqi, Utama, Shoffin Nahwa, Supriyonoe, Supriyonoe, Ericka, Johan, Aziz, Okta Qomarudin, Nugroho, Fresy, Hariri, Fajar Rohman and Koeshardianto, Meidya (2024) The chamber monitoring suspected Covid-19 based on IoT Geographic Information Systems. In: The Spirit of Recovery: IT Perspectives, Experiences, and Applications during the COVID-19 Pandemic. CRC Press, Boca Raton, pp. 64-70. ISBN 9781003331674 UNSPECIFIED : UNSPECIFIED.

Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Azizah, Miladina Rizka, Hasanah, Novrindah Alvi and Wibawa, Aji Prasetya (2026) IoT-Based water quality monitoring and sustainable modeling for smart campuses. IoT-Based Water Quality Monitoring and Sustainable Modeling for Smart Campuses, 10 (2). pp. 398-406. ISSN 2580-0760

Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Sulaiman, Sarina, Konate, Siaka and Abdalla, Modawy Adam Ali (2023) Deep learning approaches for MIMO time-series analysis. International Journal of Advances in Intelligent Informatics, 9 (2). pp. 286-300. ISSN 2442-6571

Kurniawati, Kurniawati, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 and Yaqin, Muhammad Ainul (2024) Klasifikasi data mahasiswa lampau menggunakan metode decision tree dan support vector machine. ILKOMNIKA: Journal of Computer Science and Applied Informatics, 6 (3). pp. 328-340. ISSN 2715-2731

Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 (2025) Blockchain untuk inovasi bisnis dan keuangan. CV. Seribu Bintang, Malang, Jawa Timur. ISBN 978-623-8396-78-8 UNSPECIFIED : UNSPECIFIED.

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Maharani, Hamidah Lutfiyanti, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Abidin, Zainal ORCID: https://orcid.org/0000-0002-9261-4952 (2026) Penerapan long short-term memory dan TF-IDF dalam mengklasifikasikan sentimen publik terhadap kebijakan efisiensi anggaran 2025. JURNAL TEKNOLOGI INFORMASI: Teori, Konsep dan Implementasi, 16 (2). pp. 77-85. ISSN 2712-1975

Mahendra, Yusril Haza, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 and Imamudin, Mochamad ORCID: https://orcid.org/0009-0006-7522-3710 (2025) Analisis data mining untuk deteksi diabetes mellitus menggunakan Naïve Bayes. Jurnal Computer Science and Information Technology (CoSciTech), 6 (1). pp. 39-44. ISSN 2723-5661

Mahmudiah, Rikha Rizki, Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Kurniawan, Andang (2024) Automated multi-model prediction and evaluation for connecting rainfall prediction information and single-year operational plan of Lahor-Sutami dam. EnviroScienteae - Jurnal Ilmiah Bidang Pengelolaan Sumberdaya Alam dan Lingkungan, 20 (4). pp. 433-448. ISSN 2302-3708

Mahsun, Muhammad, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Harini, Sri ORCID: https://orcid.org/0000-0001-9664-027X (2025) Utilizing the Random Forest Method for Predicting Student Dropout Risk in Madrasah Environments. Journal of Information Systems and Informatics, 7 (4). pp. 3434-3453. ISSN 2656-4882

Massang, Berdinata, Wowiling, Rolty Glendy, Junikhah, Allin ORCID: https://orcid.org/0009-0001-5432-2457, Tuerah, Firmanians Romula, Ratag, Andrew Nathanael and Manoppo, Febri Kurnia (2026) Narrating minimal data: Rethinking cohort-based gpa prediction in low-resource higher education contexts. International Journal of Educational Narratives. ISSN E - ISSN: 2988-0092

Matondang, Fithriani, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 and Abidin, Zainal (2011) Fuzzy logic metode mamdani untuk membantu diagnosa dini autism spectrum disorder. Journal of Computer Science and Information Technology (MATICS), 4 (3). pp. 110-116. ISSN 2477-2550

Mellina, Ayu Dian Fitri, Suhartono, Suhartono and Yaqin, Muhammad Ainul (2024) Algoritma decision tree untuk prediksi deteksi penyakit kanker payudara. JISKA (Jurnal Informatika Sunan Kalijaga), 9 (1). pp. 70-78. ISSN 25280074

Muhaimin, Afif, Hariyadi, Mokhamad Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Imamudin, Mochamad (2024) Klasifikasi Prestasi Akademik Siswa Berdasarkan Nilai Rapor dan Kedisiplinandengan Metode K-Nearest Neighbor. Klasifikasi Prestasi Akademik Siswa Berdasarkan Nilai Rapor dan Kedisiplinandengan Metode K-Nearest Neighbor, 7 (1). pp. 193-202. ISSN 2723-6129

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Pribadi, Arif, Kurniawan, Fachrul, Hariadi, Mochamad and Nugroho, Supeno Mardi Susiki (2017) Urban distribution CCTV for smart city using decision tree methods. Presented at 18th International Seminar on Intelligent Technology and Its Application, ISITIA 2017, 28 August 2017 through 29 August 2017, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.

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Rahmatmulya, Revaldi, Almais, Agung Teguh Wibowo ORCID: https://orcid.org/0000-0001-9327-7604 and Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-7770-1954 (2025) Post-disaster building damage segmentation using convolutional neural networks. J-INTECH: Journal of Information and Technology, 13 (1). pp. 167-178. ISSN 2303-1425

Ramadan, Afrijal Rizqi, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Almais, Agung Teguh Wibowo ORCID: https://orcid.org/0000-0001-7770-1954 (2025) XGBoostModel Optimization Using PCAfor Classification of Cyber Attacks on The Internet ofThings. International Journal of Advances in Data and Information Systems, 6 (3). pp. 850-862. ISSN 2721-3056

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

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Salsavana, Ida Oktavia, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Fresy, Nugroho (2026) Comparative Classification of Hepatitis C Disease Using Naïve Bayes and Random Forest with SMOTE-Based Class Balancing. Armada Jurnal Penelitian Multidisiplin, 4 (6). pp. 2319-2331. ISSN 2964-2981

Silfiyah, Chilmiatus, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219 and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2024) Determining recipients of uninhabitable house rehabilitation program assistance using the classification method. Manajemen, Teknologi Informatika dan Komunikasi (Mantik), 8 (1). pp. 734-747. ISSN 2685-4236

Subiyakto, A'ang, Huda, Muhammad Q., Hakiem, Nashrul, Suseno, Hendra B, Arifin, Viva, Azmi, Agus N., Sani, Asrul, Yuniarto, Dwi, Hartawan, Muhammad S., Suryatno, Agung, Muji, Muji, Kurniawan, Fachrul ORCID: https://orcid.org/0000-0002-3709-8764, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Balogun, Naeem A. and Ahlan, Abd. Rahman (2025) Acceptance and success model for AI use in higher education: Development, instrument decomposition, and its triangulation testing. Journal of Applied Data Sciences (JADS), 6 (4). pp. 3046-3059. ISSN 2723-6471

Sugiharto, Tomy Ivan, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Chamidy, Totok, Santoso, Irwan Budi and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2025) Analytic predictive of crescent sighting using astronomical data-based multinomial logistic regression in Indonesia. G-Tech Jurnal Teknologi Terapan, 9 (4). pp. 2240-2247. ISSN 2623-064X

Syawab, Moh. Husnus, Arif, Yunifa Miftachul ORCID: https://orcid.org/0000-0002-2183-0762, Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 and Almais, Agung Teguh Wibowo ORCID: https://orcid.org/0000-0001-7770-1954 (2024) Optimizing goods placement in logistics transportation using machine learning algorithms based on delivery data. Jurnal ELTIKOM: Jurnal Teknik Elektro, Teknologi Informasi dan Komputer, 8 (2). pp. 201-209. ISSN 2598-3288

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Umar, Huzaifah, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Imamudin, Mochamad and Rohman, Moh. Ainur (2024) Klasifikasi keterlambatan pembayaran sumbangan pembinaan pendidikan menggunakan algoritma Naïve Bayes dan support Vector machine. Terapan Informatika Nusantara (TIN), 4 (11). pp. 709-718. ISSN 2722-7987

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Wardhani, Ni Wayan Surya, Lestantyo, Prayudi and Rahmi, Nur Silviyah (2023) Decision support system as an element of web based integrated pest control on cabbage plants. Presented at International Conference on SDGs and Bibliometric Studies (ICoSBi 2023), October 3, 2023, Surabaya.

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Yuliawan, Audi Bayu, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 and Nugroho, Fresy ORCID: https://orcid.org/0000-0001-9448-316X (2025) Penilaian kinerja pegawai dengan metode TOPSIS dan backpropagation neural network. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), 10 (2). pp. 1689-1696. ISSN 25408984

Yustina, Eva, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2024) Penilaian kelayakan calon penyedia jasa konstruksi Pengadaan Barang/Jasa Pemerintah menggunakan Machine Learning. Jurnal Mnemonic, 7 (1). pp. 19-22. ISSN 2614-4808

Yustina, Yustina, Hariyadi, Mokhamad Amin ORCID: https://orcid.org/0000-0001-9327-7604 and Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217 (2024) Recommendation of prospective construction service providers in Government Procurement using decision tree. International Journal of Advances in Data and Information Systems, 5 (1). pp. 39-48. ISSN 2721-3056

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Zarkoni, Ahmad, Hariyadi, M. Amin ORCID: https://orcid.org/0000-0001-9327-7604, Agung Teguh, Wibowo Almais ORCID: https://orcid.org/0000-0001-7770-1954, Crysdian, Cahyo ORCID: https://orcid.org/0000-0002-7488-6217, Usman Pagalay, Usman Pagalay and Sugiharto, Tomy Ivan (2026) Utilizing long short-term memory (LSTM) networks for predicting seismic-induced building damage: a Bawean Region case study. Jurnal Ilmiah Teknologi Informasi Asia, 20 (1). pp. 8-15. ISSN 2580-8397

Zuhri, Abdurrozzaaq Ashshiddiqi, Kusumawati, Ririen ORCID: https://orcid.org/0000-0001-6090-7219, Yaqin, Muhammad Ainul, Anwar, Aldian Faizzul and Pahlevi, Achmad Fahreza Alif (2025) Development of academic community recommendation system using content-based filtering at UIN Malang Informatics Engineering Study Program. J-INTECH: Journal of Information and Technology, 13 (01). pp. 157-166. ISSN 2303-1425