Muhammad Syafrudin

According to our database, Muhammad Syafrudin authored at least 17 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

ENGA: Elastic Net-Based Genetic Algorithm for human action recognition.

Inzamam Mashood Nasir, Mudassar Raza, Siti Maghfirotul Ulyah, Jamal Hussain Shah, Norma Latif Fitriyani, Muhammad Syafrudin

Expert Syst. Appl., October, 2023

Brain Pathology Classification of MR Images Using Machine Learning Techniques.

Nehad T. A. Ramaha, Ruaa M. Mahmood, Alaa Ali Hameed, Norma Latif Fitriyani, Ganjar Alfian, Muhammad Syafrudin

Comput., July, 2023

Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and eXplainable Artificial Intelligence (XAI).

Muhammad Rifqi Maarif, Arif Rahman Saleh, Muhammad Habibi, Norma Latif Fitriyani, Muhammad Syafrudin

Inf., May, 2023

Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags.

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

Future Internet, March, 2023

Optimisation of Knowledge Management (KM) with Machine Learning (ML) Enabled.

Muhammad Anshari, Muhammad Syafrudin, Abby Tan, Norma Latif Fitriyani, Yabit Alas

Inf., January, 2023

Customer Shopping Behavior Analysis Using RFID and Machine Learning Models.

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

Inf., 2023

CRAS-YOLO: A Novel Multi-Category Vessel Detection and Classification Model Based on YOLOv5s Algorithm.

Wenxiao Zhao, Muhammad Syafrudin, Norma Latif Fitriyani

IEEE Access, 2023

Improving Supplier Evaluation Model using Ensemble Method-Machine Learning for Food Industry.

Muhammad Asrol, Sofyan Wahyudi, Suharjito, Christian Harito, Ditdit Nugeraha Utama, Muhammad Syafrudin

Proceedings of the Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, 2023

2022

Artificial Neural Network Training Using Structural Learning with Forgetting for Parameter Analysis of Injection Molding Quality Prediction.

Muhammad Rifqi Maarif, R. Faiz Listyanda, Yong-Shin Kang, Muhammad Syafrudin

Inf., 2022

Fourth Industrial Revolution between Knowledge Management and Digital Humanities.

Muhammad Anshari, Muhammad Syafrudin, Norma Latif Fitriyani

Inf., 2022

Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method.

Ganjar Alfian, Muhammad Syafrudin, Imam Fahrurrozi, Norma Latif Fitriyani, Fransiskus Tatas Dwi Atmaji, Tri Widodo, Nurul Bahiyah, Filip Benes, Jongtae Rhee

Comput., 2022

2020

HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System.

Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee

IEEE Access, 2020

2019

Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension.

Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee

IEEE Access, 2019

2018

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing.

Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani, Jongtae Rhee

Sensors, 2018

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing.

Ganjar Alfian, Muhammad Syafrudin, Muhammad Fazal Ijaz, M. Alex Syaekhoni, Norma Latif Fitriyani, Jongtae Rhee

Sensors, 2018

Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments.

Muhammad Syafrudin, Keeeun Lee, Ganjar Alfian, Jaeho Lee, Jongtae Rhee

Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, 2018

2016

Real-time eye state detection system using haar cascade classifier and circular hough transform.

Norma Latif Fitriyani, Chuan-Kai Yang, Muhammad Syafrudin

Proceedings of the IEEE 5th Global Conference on Consumer Electronics, 2016