Výsledky vyhledávání - "MALCOM: Indonesian Journal of Machine Learning and Computer Science"

Perbandingan Algoritma K-Nearest Neighbors dan Random Forest untuk Rekomendasi Gaya Hidup Sehat dalam Mencegah Penyakit Jantung: Comparison of K-Nearest Neighbors and Random Forest Algorithms for Recommendations for a Healthy Lifestyle in Prevent Heart Disease

Autoři: Sahelvi, Elza Cikita, Putri Sapitri, Riska Mela a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 830-840 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Klasifikasi, K-Nearest Neighbor, Penyakit Jantung, Random Forest, Rekomendasi Gaya Hidup Sehat

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1972/998; https://journal.irpi.or.id/index.php/malcom/article/view/1972

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1972
https://doi.org/10.57152/malcom.v5i3.1972

Implementasi Feature Selection Menggunakan Boruta untuk Peningkatan Akurasi Model Lapser Prediction: Implementation of Feature Selection Using Boruta to Improve the Accuracy of the Lapser Prediction Model

Autoři: Saputra, Mochamad Gilang Santoso, Bagus Jati

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 886-895 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Boruta, Feature Selection, Gradient Boosting, Lapser, Machine Learning

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1992/1003; https://journal.irpi.or.id/index.php/malcom/article/view/1992

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1992
https://doi.org/10.57152/malcom.v5i3.1992

Optimizing IT Governance in BTS.id: A COBIT 2019-Based Analysis of Design Factors

Autoři: Tangka, George Morris William Lompoliu, Erienika

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 2 (2025): MALCOM April 2025; 699-710 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i2

Témata: BTS.id, COBIT 2019, Design Factors, IT Governance, IT Management

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1997/958; https://journal.irpi.or.id/index.php/malcom/article/view/1997

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1997
https://doi.org/10.57152/malcom.v5i2.1997

Implementasi Computer Vision dalam Mendeteksi Penyakit pada Tanaman Cabai dan Tomat Menggunakan Algoritma Convolutional Neural Networks: Implementation of Computer Vision for Detecting Diseases in Chili and Tomato Plants Using the Convolutional Neural Networks Method

Autoři: Pakiding, Deris Selao, Ahmad Wahyuddin, Wahyuddin

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 841-850 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Computer Vision, Convolutional Neural Networks, Penyakit, Python, Tanaman

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1989/999; https://journal.irpi.or.id/index.php/malcom/article/view/1989

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1989
https://doi.org/10.57152/malcom.v5i3.1989

Perbandingan Performa Metode Klasifikasi Teks Multilabel Hadis Terjemahan Bukhari Menggunakan Support Vector Machine dan Long Short Term Memory: Performance Comparison of Multilabel Text Classification Methods on Translated Hadiths of Bukhari Using Support Vector Machine and Long Short Term Memory

Autoři: Ramadhani, Aulia Safaat, Nazruddin Agustian, Surya a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 896-907 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Hadis Bukhari, Klasifikasi, Long Short Term Memory, Multilabel, Support Vector Machine

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/2051/1004; https://journal.irpi.or.id/index.php/malcom/article/view/2051

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/2051
https://doi.org/10.57152/malcom.v5i3.2051

Optimization of Customer Segmentation in the Retail Industry Using the K-Medoid Algorithm

Autoři: Agustin, Endy Wulan Uthami, Kurnia Ulfa, Arvan Izzatul a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 766-775 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Customer Segmentation, K-Medoid, Optimization, Retail Industry, Silhouette Score

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1977/992; https://journal.irpi.or.id/index.php/malcom/article/view/1977

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1977
https://doi.org/10.57152/malcom.v5i3.1977

Perbandingan Performa Random Forest dan Long Short-Term Memory dalam Klasifikasi Teks Multilabel Terjemahan Hadits Bukhari: Comparison of Random Forest and Long Short-Term Memory Performance in Multilabel Text Classification of Bukhari Hadith Translation

Autoři: Ahmad, Rizmah Zakiah Nur Harahap, Nazruddin Safaat Agustian, Surya a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 862-874 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Hadits Bukhari, Hamming Loss, Klasifikasi Teks, Long Short-Term Memory, Random Forest

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/2046/1001; https://journal.irpi.or.id/index.php/malcom/article/view/2046

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/2046
https://doi.org/10.57152/malcom.v5i3.2046

Implementasi Chatbot Tafsir Al-Qur'an Menggunakan Chainlit dengan Pendekatan Groq: Implementing a Qur'anic Tafsir Chatbot Through Chainlit with a Groq-Based Approach

Autoři: Maulana, Muhammad Rizky Harahap, Nazruddin Safaat Okfalisa, Okfalisa a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 920-929 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Chainlit Chatbot, Groq, Kecerdasan Buatan, Tafsir

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/2082/1008; https://journal.irpi.or.id/index.php/malcom/article/view/2082

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/2082
https://doi.org/10.57152/malcom.v5i3.2082

Klasifikasi Sentimen Menggunakan Metode Multilayer Perceptron dengan Fitur TF-IDF: Sentiment Classification Using Multilayer Perceptron Algorithm with TF-IDF Features

Autoři: Arasy, Abdurrahman Agustian, Surya Handayani, Lestari a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 908-919 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Analisis Sentimen, Klasifikasi, Multi-Layer Perceptron, Term Frequency-Inverse Document Frequency

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/2052/1007; https://journal.irpi.or.id/index.php/malcom/article/view/2052

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/2052
https://doi.org/10.57152/malcom.v5i3.2052

Analisis Faktor-Faktor yang Mempengaruhi Engagement Video di Platform TikTok Menggunakan Multiple Linear Regression: Analysis of Factors that Influence Video Engagement on the TikTok Platform Using the Multiple Linear Regression Algorithm

Autoři: Sapina, Nur Nanda, Annisa Arifin, Muhammad Amirul a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 875-885 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Engagement, Media Sosial, Prediksi Konten, Regresi Linear Berganda, TikTok

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1987/1002; https://journal.irpi.or.id/index.php/malcom/article/view/1987

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1987
https://doi.org/10.57152/malcom.v5i3.1987

Pengembangan Sistem Pakar untuk Diagnosa Dini Penyakit Paru Obstruktif Kronis Menggunakan Decision Tree dan Dempster-Shafer Berbasis Mobile: Development of an Expert System for Early Diagnosis of Chronic Obstructive Pulmonary Disease Using Mobile-Based Decision Tree and Dempster-Shafer Methods

Autoři: Pambudi, Yulianto Ramdani, Ahmad Luky Yunmar, Rajif Agung a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 2 (2025): MALCOM April 2025; 688-698 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i2

Témata: Decision Tree, Dempster-Shafer, Penyakit Paru Obstruktif Kronis, Sistem Pakar

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1988/957; https://journal.irpi.or.id/index.php/malcom/article/view/1988

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1988
https://doi.org/10.57152/malcom.v5i2.1988

Perbandingan Kinerja Algoritma Clustering K-Means dan K-Medoids dalam Pengelompokan Sekolah di Provinsi Riau Berdasarkan Ketersediaan Sarana dan Prasarana: Comparison of K-Means and K-Medoids Clustering Algorithm Performance in Grouping Schools in Riau Province Based on Availability of Facilities and Infrastructure

Autoři: Salman, Muhammad Dzaki Rahmaddeni, Rahmaddeni Pratama , Nanda Rizki a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 797-806 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Clustering, Davies-Bouldin Index, K-Means, K-Medoids, Sekolah

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1950/995; https://journal.irpi.or.id/index.php/malcom/article/view/1950

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1950
https://doi.org/10.57152/malcom.v5i3.1950

Model Prediksi Dampak Perubahan Iklim pada Ketahanan Pangan Menggunakan Algoritma Support Vector Machine and K-Nearest Neighbors: Prediction Model for the Impact of Climate Change on Food Security Using the Support Vector Machine and K-Nearest Neighbors Algorithms

Autoři: Sari, Devi Puspita Risman, Risman Maulana, Fitra a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 851-861 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Ketahanan Pangan, K-Nearest Neighbors, Pertanian, Perubahan Iklim, Support Vector Machine

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1975/1000; https://journal.irpi.or.id/index.php/malcom/article/view/1975

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1975
https://doi.org/10.57152/malcom.v5i3.1975

Smart Prescription Reader: Enhancing Accuracy in Medical Prescriptions

Autoři: Yulianto, Ragil

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 738-745 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Convolutional Neural Network (CNN), Machine Learning, MobileNet, Prescription Images

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1934/989; https://journal.irpi.or.id/index.php/malcom/article/view/1934

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1934
https://doi.org/10.57152/malcom.v5i3.1934

Internet of Things Based Air Quality Monitoring System with Automatic Notification

Autoři: Azizah, Devi Nur Heranurweni, Sri Idris, La Ode Muhamad

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 776-787 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Air Quality Monitoring, Automatic Alerts, Cloud Computing, IoT Sensors, Machine Learning

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1945/993; https://journal.irpi.or.id/index.php/malcom/article/view/1945

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1945
https://doi.org/10.57152/malcom.v5i3.1945

A Simulation of Student Study Group Formation Design Using K-Means Clustering

Autoři: Putra, Yudistira Ardi Nugraha Setyawan Margono, Hendro

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 2 (2025): MALCOM April 2025; 598-608 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i2

Témata: Academic Performance, K-Means Clustering, Machine Learning, Ridge Regression, Student Group Formation

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1795/937; https://journal.irpi.or.id/index.php/malcom/article/view/1795

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1795
https://doi.org/10.57152/malcom.v5i2.1795

Real-Time Road Damage Detection on Mobile Devices using TensorFlow Lite and Teachable Machine

Autoři: Nova, Lusindah Rianto, Yan

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 3 (2025): MALCOM July 2025; 788-796 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i3

Témata: Mobile Application, Real-Time Monitoring, Road Damage Detection, Teachable Machine, TensorFlow Lite

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1933/994; https://journal.irpi.or.id/index.php/malcom/article/view/1933

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1933
https://doi.org/10.57152/malcom.v5i3.1933

Analisis Aplikasi E-Commerce pada Generasi Z dengan Pendekatan System Usability Scale: Analysis of E-Commerce Applications in Generation Z with the System Usability Scale Approach

Autoři: Lim, Julianto Wijaya Akoi Deli, Deli Adnas, Diny Anggraini

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 2 (2025): MALCOM April 2025; 645-655 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i2

Témata: Efektivitas Aplikasi, E-Commerce, Generasi Z, Kepuasan Pengguna, System Usability Scale (SUS)

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1851/953; https://journal.irpi.or.id/index.php/malcom/article/view/1851

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1851
https://doi.org/10.57152/malcom.v5i2.1851

Penerapan Algoritma Klasifikasi pada Machine Learning untuk Deteksi Phishing: Application of Classification Algorithms in Machine Learning for Phishing Detection

Autoři: Fauzan, Rizky Vitianingsih, Anik Vega Cahyono, Dwi a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 2 (2025): MALCOM April 2025; 531-540 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i2

Témata: Cyber Security, Decision Tree, Deteksi URL Phishing, Naïve Bayes, Phishing, Random Forest

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1968/931; https://journal.irpi.or.id/index.php/malcom/article/view/1968

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1968
https://doi.org/10.57152/malcom.v5i2.1968

Implementasi Design Thinking pada UI/UX Game Edukasi 2D Hafalan Haditst Menggunakan System Usability Scale (SUS) dan User Experience Questionnaire (UEQ): Implementation of Design Thinking on UI/UX of 2D Educational Game of Haditst Memorization Using System Usability Scale (SUS) and User Experience Questionnaire (UEQ)

Autoři: Hasanah, Firda Uswatun Satrio, Rizky Wahyu Hanafri, Muhammad Iqbal a další

Zdroj: MALCOM: Indonesian Journal of Machine Learning and Computer Science; Vol. 5 No. 2 (2025): MALCOM April 2025; 711-721 ; 2775-8575 ; 2797-2313 ; 10.57152/malcom.v5i2

Témata: Edukasi, Hadits, Pemikiran Design, Permainan, UI/UX

Popis souboru: application/pdf

Relation: https://journal.irpi.or.id/index.php/malcom/article/view/1969/959; https://journal.irpi.or.id/index.php/malcom/article/view/1969

Dostupnost: https://journal.irpi.or.id/index.php/malcom/article/view/1969
https://doi.org/10.57152/malcom.v5i2.1969