Muhammad Syafrudin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Cascade Classifier

Prediction Model

Diabetic Patients

Top Venues

Publications

Retno Kusumaningrum, Selvi Fitria Khoerunnisa, Khadijah Khadijah, Muhammad Syafrudin
Exploring Community Awareness of Mangrove Ecosystem Preservation through Sentence-BERT and K-Means Clustering. Inf. 15 (3) (2024)
Muhammad Anshari, Mohammad Nabil Almunawar, Masairol Masri, Norma Latif Fitriyani, Muhammad Syafrudin
Autonomous Vehicle Safety through the SIFT Method: A Conceptual Analysis. Inf. 15 (6) (2024)
Nehad T. A. Ramaha, Ruaa M. Mahmood, Alaa Ali Hameed, Norma Latif Fitriyani, Ganjar Alfian, Muhammad Syafrudin
Brain Pathology Classification of MR Images Using Machine Learning Techniques. Comput. 12 (8) (2023)
Muhammad Asrol, Sofyan Wahyudi, Suharjito, Christian Harito, Ditdit Nugeraha Utama, Muhammad Syafrudin
Improving Supplier Evaluation Model using Ensemble Method-Machine Learning for Food Industry. ICCSCI (2023)
Muhammad Rifqi Maarif, Arif Rahman Saleh, Muhammad Habibi, Norma Latif Fitriyani, Muhammad Syafrudin
Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and eXplainable Artificial Intelligence (XAI). Inf. 14 (5) (2023)
Muhammad Anshari, Muhammad Syafrudin, Abby Tan, Norma Latif Fitriyani, Yabit Alas
Optimisation of Knowledge Management (KM) with Machine Learning (ML) Enabled. Inf. 14 (1) (2023)
Ganjar Alfian, Muhammad Qois Huzyan Octava, Farhan Mufti Hilmy, Rachma Aurya Nurhaliza, Yuris Mulya Saputra, Divi Galih Prasetyo Putri, Firma Syahrian, Norma Latif Fitriyani, Fransiskus Tatas Dwi Atmaji, Umar Farooq, Dat Tien Nguyen, Muhammad Syafrudin
Customer Shopping Behavior Analysis Using RFID and Machine Learning Models. Inf. 14 (10) (2023)
Wenxiao Zhao, Muhammad Syafrudin, Norma Latif Fitriyani
CRAS-YOLO: A Novel Multi-Category Vessel Detection and Classification Model Based on YOLOv5s Algorithm. IEEE Access 11 (2023)
Inzamam Mashood Nasir, Mudassar Raza, Siti Maghfirotul Ulyah, Jamal Hussain Shah, Norma Latif Fitriyani, Muhammad Syafrudin
ENGA: Elastic Net-Based Genetic Algorithm for human action recognition. Expert Syst. Appl. 227 (2023)
Ganjar Alfian, Muhammad Syafrudin, Norma Latif Fitriyani, Sahirul Alam, Dinar Nugroho Pratomo, Lukman Subekti, Muhammad Qois Huzyan Octava, Ninis Dyah Yulianingsih, Fransiskus Tatas Dwi Atmaji, Filip Benes
Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags. Future Internet 15 (3) (2023)
Muhammad Anshari, Muhammad Syafrudin, Norma Latif Fitriyani
Fourth Industrial Revolution between Knowledge Management and Digital Humanities. Inf. 13 (6) (2022)
Muhammad Rifqi Maarif, R. Faiz Listyanda, Yong-Shin Kang, Muhammad Syafrudin
Artificial Neural Network Training Using Structural Learning with Forgetting for Parameter Analysis of Injection Molding Quality Prediction. Inf. 13 (10) (2022)
Ganjar Alfian, Muhammad Syafrudin, Imam Fahrurrozi, Norma Latif Fitriyani, Fransiskus Tatas Dwi Atmaji, Tri Widodo, Nurul Bahiyah, Filip Benes, Jongtae Rhee
Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method. Comput. 11 (9) (2022)
Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee
HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System. IEEE Access 8 (2020)
Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee
Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension. IEEE Access 7 (2019)
Ganjar Alfian, Muhammad Syafrudin, Muhammad Fazal Ijaz, M. Alex Syaekhoni, Norma Latif Fitriyani, Jongtae Rhee
A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing. Sensors 18 (7) (2018)
Muhammad Syafrudin, Keeeun Lee, Ganjar Alfian, Jaeho Lee, Jongtae Rhee
Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments. BDIOT (2018)
Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani, Jongtae Rhee
Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing. Sensors 18 (9) (2018)
Norma Latif Fitriyani, Chuan-Kai Yang, Muhammad Syafrudin
Real-time eye state detection system using haar cascade classifier and circular hough transform. GCCE (2016)