Muhammad Syafrudin

33 papers Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-step-ahead forecasting of bike-sharing demand using multilayer perceptron model with additional timestamp features. PeerJ Comput. Sci. Ganjar Alfian, Yuris Mulya Saputra, Wildan Dzaky Ramadhani, Fransiskus Tatas Dwi Atmaji, Umar Farooq, Filip Benes, Norma Latif Fitriyani, Muhammad Syafrudin
2025	J	`jnl`	FLTrans-Net: Transformer-based feature learning network for wheat head detection. Comput. Electron. Agric. Samia Nawaz Yousafzai, Inzamam Mashood Nasir, Sara Tehsin, Norma Latif Fitriyani, Muhammad Syafrudin
2025	J	`jnl`	Human pose estimation in physiotherapy fitness exercise correction using novel transfer learning approach. PeerJ Comput. Sci. Aisha Naseer, Ali Raza, Hadeeqa Afzal, Aseel Smerat, Norma Latif Fitriyani, Yeong Hyeon Gu, Muhammad Syafrudin
2025	J	`jnl`	Integrating Machine Learning Models With Probability Distribution Methods for Extreme Flood Risk Assessment. IEEE Access Narmeen Fatima, Haya Mesfer Alshahrani, Hatim Dafaalla, Randa Allafi, Changgyun Kim, Muhammad Syafrudin, Norma Latif Fitriyani
2025	J	`jnl`	Multi-Stage Neural Network-Based Ensemble Learning Approach for Wheat Leaf Disease Classification. IEEE Access Samia Nawaz Yousafzai, Inzamam Mashood Nasir, Sara Tehsin, Dania Saleem Malik, Ismail Keshta, Norma Latif Fitriyani, Yeong Hyeon Gu, Muhammad Syafrudin
2025	J	`jnl`	Smartphone-Based Food Traceability System Using NoSQL Database. CoRR Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani
2025	J	`jnl`	Tab transformer with meta-ensemble learning approaches for enhanced diabetes prediction. PeerJ Comput. Sci. Sidra Khalid, Shabana Ramzan, Muhammad Munwar Iqbal, Ali Raza, Aseel Smerat, Mehdi Hosseinzadeh, Changgyun Kim, Muhammad Syafrudin, Norma Latif Fitriyani
2025	J	`jnl`	VGGBM-Net: A Novel Pixel-Based Transfer Features Engineering for Automated Coffee Bean Diseases Classification. IEEE Access Muhammad Shadab Alam Hashmi, Azam Mehmood Qadri, Ali Raza, Saleem Ullah, Aseel Smerat, Changgyun Kim, Muhammad Syafrudin, Norma Latif Fitriyani
2025	J	`jnl`	Website Phishing Attack Detection Using Innovative Meta Learning-Based Ensemble Approach. IEEE Access Saba Naseeb, Shabana Ramzan, Ali Raza, Muhammad Shadab Alam Hashmi, Yeong Hyeon Gu, Muhammad Syafrudin, Norma Latif Fitriyani
2024	J	`jnl`	AI in the Financial Sector: The Line between Innovation, Regulation and Ethical Responsibility. Inf. Nurhadhinah Nadiah Ridzuan, Masairol Masri, Muhammad Anshari, Norma Latif Fitriyani, Muhammad Syafrudin
2024	J	`jnl`	An innovative artificial neural network model for smart crop prediction using sensory network based soil data. PeerJ Comput. Sci. Shabana Ramzan, Basharat Ali, Ali Raza, Ibrar Hussain, Norma Latif Fitriyani, Yeong Hyeon Gu, Muhammad Syafrudin
2024	J	`jnl`	Autonomous Vehicle Safety through the SIFT Method: A Conceptual Analysis. Inf. Muhammad Anshari, Mohammad Nabil Almunawar, Masairol Masri, Norma Latif Fitriyani, Muhammad Syafrudin
2024	J	`jnl`	BdSentiLLM: A Novel LLM Approach to Sentiment Analysis of Product Reviews. IEEE Access Atia Shahnaz Ipa, Priyo Nath Roy, Mohammad Abu Tareq Rony, Ali Raza, Norma Latif Fitriyani, Yeong Hyeon Gu, Muhammad Syafrudin
2024	J	`jnl`	Exploring Community Awareness of Mangrove Ecosystem Preservation through Sentence-BERT and K-Means Clustering. Inf. Retno Kusumaningrum, Selvi Fitria Khoerunnisa, Khadijah Khadijah, Muhammad Syafrudin
2024	J	`jnl`	Exploring Tourist Experience through Online Reviews Using Aspect-Based Sentiment Analysis with Zero-Shot Learning for Hospitality Service Enhancement. Inf. Ibrahim Nawawi, Kurnia Fahmy Ilmawan, Muhammad Rifqi Maarif, Muhammad Syafrudin
2024	J	`jnl`	Governing with Intelligence: The Impact of Artificial Intelligence on Policy Development. Inf. Muhammad Asfand Yar, Mahani Hamdan, Muhammad Anshari, Norma Latif Fitriyani, Muhammad Syafrudin
2023	J	`jnl`	Brain Pathology Classification of MR Images Using Machine Learning Techniques. Comput. Nehad T. A. Ramaha, Ruaa M. Mahmood, Alaa Ali Hameed, Norma Latif Fitriyani, Ganjar Alfian, Muhammad Syafrudin
2023	J	`jnl`	CRAS-YOLO: A Novel Multi-Category Vessel Detection and Classification Model Based on YOLOv5s Algorithm. IEEE Access Wenxiao Zhao, Muhammad Syafrudin, Norma Latif Fitriyani
2023	J	`jnl`	Customer Shopping Behavior Analysis Using RFID and Machine Learning Models. Inf. 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
2023	J	`jnl`	ENGA: Elastic Net-Based Genetic Algorithm for human action recognition. Expert Syst. Appl. Inzamam Mashood Nasir, Mudassar Raza, Siti Maghfirotul Ulyah, Jamal Hussain Shah, Norma Latif Fitriyani, Muhammad Syafrudin
2023	J	`jnl`	Energy Usage Forecasting Model Based on Long Short-Term Memory (LSTM) and eXplainable Artificial Intelligence (XAI). Inf. Muhammad Rifqi Maarif, Arif Rahman Saleh, Muhammad Habibi, Norma Latif Fitriyani, Muhammad Syafrudin
2023	—	`conf`	Improving Supplier Evaluation Model using Ensemble Method-Machine Learning for Food Industry. ICCSCI Muhammad Asrol, Sofyan Wahyudi, Suharjito, Christian Harito, Ditdit Nugeraha Utama, Muhammad Syafrudin
2023	J	`jnl`	Optimisation of Knowledge Management (KM) with Machine Learning (ML) Enabled. Inf. Muhammad Anshari, Muhammad Syafrudin, Abby Tan, Norma Latif Fitriyani, Yabit Alas
2023	J	`jnl`	Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags. Future Internet 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
2022	J	`jnl`	Artificial Neural Network Training Using Structural Learning with Forgetting for Parameter Analysis of Injection Molding Quality Prediction. Inf. Muhammad Rifqi Maarif, R. Faiz Listyanda, Yong-Shin Kang, Muhammad Syafrudin
2022	J	`jnl`	Fourth Industrial Revolution between Knowledge Management and Digital Humanities. Inf. Muhammad Anshari, Muhammad Syafrudin, Norma Latif Fitriyani
2022	J	`jnl`	Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method. Comput. Ganjar Alfian, Muhammad Syafrudin, Imam Fahrurrozi, Norma Latif Fitriyani, Fransiskus Tatas Dwi Atmaji, Tri Widodo, Nurul Bahiyah, Filip Benes, Jongtae Rhee
2020	J	`jnl`	HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System. IEEE Access Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee
2019	J	`jnl`	Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension. IEEE Access Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee
2018	J	`jnl`	A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing. Sensors Ganjar Alfian, Muhammad Syafrudin, Muhammad Fazal Ijaz, M. Alex Syaekhoni, Norma Latif Fitriyani, Jongtae Rhee
2018	—	`conf`	Application of Bluetooth Low Energy-Based Real-Time Location System for Indoor Environments. BDIOT Muhammad Syafrudin, Keeeun Lee, Ganjar Alfian, Jaeho Lee, Jongtae Rhee
2018	J	`jnl`	Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing. Sensors Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani, Jongtae Rhee
2016	—	`conf`	Real-time eye state detection system using haar cascade classifier and circular hough transform. GCCE Norma Latif Fitriyani, Chuan-Kai Yang, Muhammad Syafrudin