Multi-Stage Neural Network-Based Ensemble Learning Approach for Wheat Leaf Disease Classification - Samia Nawaz Yousafzai; Inzamam Mashood Nasir; Sara Tehsin; Dania Saleem Malik; Ismail Keshta; Norma Latif Fitriyani; Yeong Hyeon Gu; Muhammad Syafrudin (IEEE Access, 2025)

FLTrans-Net: Transformer-based feature learning network for wheat head detection - Samia Nawaz Yousafzai; Inzamam Mashood Nasir; Sara Tehsin; Norma Latif Fitriyani; Muhammad Syafrudin (Comput. Electron. Agric., 2025)

BdSentiLLM: A Novel LLM Approach to Sentiment Analysis of Product Reviews - Atia Shahnaz Ipa; Priyo Nath Roy; Mohammad Abu Tareq Rony; Ali Raza; Norma Latif Fitriyani; Yeong Hyeon Gu; Muhammad Syafrudin (IEEE Access, 2024)

Exploring Community Awareness of Mangrove Ecosystem Preservation through Sentence-BERT and K-Means Clustering - Retno Kusumaningrum; Selvi Fitria Khoerunnisa; Khadijah Khadijah; Muhammad Syafrudin (Inf., 2024)

Autonomous Vehicle Safety through the SIFT Method: A Conceptual Analysis - Muhammad Anshari; Mohammad Nabil Almunawar; Masairol Masri; Norma Latif Fitriyani; Muhammad Syafrudin (Inf., 2024)

AI in the Financial Sector: The Line between Innovation, Regulation and Ethical Responsibility - Nurhadhinah Nadiah Ridzuan; Masairol Masri; Muhammad Anshari; Norma Latif Fitriyani; Muhammad Syafrudin (Inf., 2024)

Exploring Tourist Experience through Online Reviews Using Aspect-Based Sentiment Analysis with Zero-Shot Learning for Hospitality Service Enhancement - Ibrahim Nawawi; Kurnia Fahmy Ilmawan; Muhammad Rifqi Maarif; Muhammad Syafrudin (Inf., 2024)

Governing with Intelligence: The Impact of Artificial Intelligence on Policy Development - Muhammad Asfand Yar; Mahani Hamdan; Muhammad Anshari; Norma Latif Fitriyani; Muhammad Syafrudin (Inf., 2024)

An innovative artificial neural network model for smart crop prediction using sensory network based soil data - Shabana Ramzan; Basharat Ali; Ali Raza; Ibrar Hussain; Norma Latif Fitriyani; Yeong Hyeon Gu; Muhammad Syafrudin (PeerJ Comput. Sci., 2024)

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)

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., 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., 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, 2023)

Optimisation of Knowledge Management (KM) with Machine Learning (ML) Enabled - Muhammad Anshari; Muhammad Syafrudin; Abby Tan; Norma Latif Fitriyani; Yabit Alas (Inf., 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., 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)

Improving Supplier Evaluation Model using Ensemble Method-Machine Learning for Food Industry - Muhammad Asrol; Sofyan Wahyudi; Suharjito; Christian Harito; Ditdit Nugeraha Utama; Muhammad Syafrudin (Empowering Smart Technology in Digital Era for Industry and Socity: The 8th International Conference on Computer Science and Computational Intelligence, ICCSCI 2023, 02-03 August 2023, Malang, Indonesia, 2023)

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)

Fourth Industrial Revolution between Knowledge Management and Digital Humanities - Muhammad Anshari; Muhammad Syafrudin; Norma Latif Fitriyani (Inf., 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)

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)

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)

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)

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)

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, BDIOT 2018, Beijing, China, October 24-26, 2018, 2018)

Real-time eye state detection system using haar cascade classifier and circular hough transform - Norma Latif Fitriyani; Chuan-Kai Yang; Muhammad Syafrudin (IEEE 5th Global Conference on Consumer Electronics, GCCE 2016, Kyoto, Japan, October 11-14, 2016, 2016)