Search Results - "Alfian, Ganjar"

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing by Syafrudin, Muhammad, Alfian, Ganjar, Fitriyani, Norma Latif, Rhee, Jongtae

“…With the increase in the amount of data captured during the manufacturing process, monitoring systems are becoming important factors in decision making for…”
Get full text

HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System by Fitriyani, Norma Latif, Syafrudin, Muhammad, Alfian, Ganjar, Rhee, Jongtae

“…Heart disease, one of the major causes of mortality worldwide, can be mitigated by early heart disease diagnosis. A clinical decision support system (CDSS) can…”
Get full text

A Personalized Healthcare Monitoring System for Diabetic Patients by Utilizing BLE-Based Sensors and Real-Time Data Processing by Alfian, Ganjar, Syafrudin, Muhammad, Ijaz, Muhammad Fazal, Syaekhoni, M Alex, Fitriyani, Norma Latif, Rhee, Jongtae

“…Current technology provides an efficient way of monitoring the personal health of individuals. Bluetooth Low Energy (BLE)-based sensors can be considered as a…”
Get full text

Hybrid Prediction Model for Type 2 Diabetes and Hypertension Using DBSCAN-Based Outlier Detection, Synthetic Minority Over Sampling Technique (SMOTE), and Random Forest by Ijaz, Muhammad, Alfian, Ganjar, Syafrudin, Muhammad, Rhee, Jongtae

“…As the risk of diseases diabetes and hypertension increases, machine learning algorithms are being utilized to improve early stage diagnosis. This study…”
Get full text

Development of Disease Prediction Model Based on Ensemble Learning Approach for Diabetes and Hypertension by Fitriyani, Norma Latif, Syafrudin, Muhammad, Alfian, Ganjar, Rhee, Jongtae

“…Early diseases prediction plays an important role for improving healthcare quality and can help individuals avoid dangerous health situations before it is too…”
Get full text

Segmentasi Pelanggan E-Commerce Menggunakan Fitur Recency, Frequency, Monetary (RFM) dan Algoritma Klasterisasi K-Means by Fauzan, Reyhan Muhammad, Alfian, Ganjar

“…The rapid growth in the e-commerce industry demands the development of smarter and more focused marketing strategies. One approach that can be applied is…”
Get full text

False Positive RFID Detection Using Classification Models by Alfian, Ganjar, Syafrudin, Muhammad, Yoon, Bohan, Rhee, Jongtae

“…Radio frequency identification (RFID) is an automated identification technology that can be utilized to monitor product movements within a supply chain in…”
Get full text

An Affordable Fast Early Warning System for Edge Computing in Assembly Line by Syafrudin, Muhammad, Fitriyani, Norma, Alfian, Ganjar, Rhee, Jongtae

“…Maintaining product quality is essential for smart factories, hence detecting abnormal events in assembly line is important for timely decision-making. This…”
Get full text

Predicting Breast Cancer from Risk Factors Using SVM and Extra-Trees-Based Feature Selection Method by Alfian, Ganjar, Syafrudin, Muhammad, Fahrurrozi, Imam, Fitriyani, Norma Latif, Atmaji, Fransiskus Tatas Dwi, Widodo, Tri, Bahiyah, Nurul, Benes, Filip, Rhee, Jongtae

“…Developing a prediction model from risk factors can provide an efficient method to recognize breast cancer. Machine learning (ML) algorithms have been applied…”
Get full text

Deep Neural Network for Predicting Diabetic Retinopathy from Risk Factors by Alfian, Ganjar, Syafrudin, Muhammad, Fitriyani, Norma Latif, Anshari, Muhammad, Stasa, Pavel, Svub, Jiri, Rhee, Jongtae

“…Extracting information from individual risk factors provides an effective way to identify diabetes risk and associated complications, such as retinopathy, at…”
Get full text

Investigation of UHF Signal Strength Propagation at Warehouse Management Applications Based on Drones and RFID Technology Utilization by Benes, Filip, Stasa, Pavel, Svub, Jiri, Alfian, Ganjar, Kang, Yong-Shin, Rhee, Jong-Tae

“…As a part of the supply chain, inventory management includes, among other things, maintaining the storage of stock, controlling the amount of product for sale…”
Get full text

A Comprehensive Analysis of Chinese, Japanese, Korean, US-PIMA Indian, and Trinidadian Screening Scores for Diabetes Risk Assessment and Prediction by Fitriyani, Norma Latif, Syafrudin, Muhammad, Ulyah, Siti Maghfirotul, Alfian, Ganjar, Qolbiyani, Syifa Latif, Anshari, Muhammad

“…Risk assessment and developing predictive models for diabetes prevention is considered an important task. Therefore, we proposed to analyze and provide a…”
Get full text

A Self-Care Prediction Model for Children with Disability Based on Genetic Algorithm and Extreme Gradient Boosting by Syafrudin, Muhammad, Alfian, Ganjar, Fitriyani, Norma Latif, Anshari, Muhammad, Hadibarata, Tony, Fatwanto, Agung, Rhee, Jongtae

“…Detecting self-care problems is one of important and challenging issues for occupational therapists, since it requires a complex and time-consuming process…”
Get full text

Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags by Alfian, Ganjar, Syafrudin, Muhammad, Fitriyani, Norma Latif, Alam, Sahirul, Pratomo, Dinar Nugroho, Subekti, Lukman, Octava, Muhammad Qois Huzyan, Yulianingsih, Ninis Dyah, Atmaji, Fransiskus Tatas Dwi, Benes, Filip

“…In recent years, radio frequency identification (RFID) technology has been utilized to monitor product movements within a supply chain in real time. By…”
Get full text

Customer Shopping Behavior Analysis Using RFID and Machine Learning Models by Alfian, Ganjar, Octava, Muhammad Qois Huzyan, Hilmy, Farhan Mufti, Nurhaliza, Rachma Aurya, Saputra, Yuris Mulya, Putri, Divi Galih Prasetyo, Syahrian, Firma, Fitriyani, Norma Latif, Atmaji, Fransiskus Tatas Dwi, Farooq, Umar, Nguyen, Dat Tien, Syafrudin, Muhammad

“…Analyzing customer shopping habits in physical stores is crucial for enhancing the retailer–customer relationship and increasing business revenue. However, it…”
Get full text

Brain Pathology Classification of MR Images Using Machine Learning Techniques by Ramaha, Nehad T. A, Mahmood, Ruaa M, Hameed, Alaa Ali, Fitriyani, Norma Latif, Alfian, Ganjar, Syafrudin, Muhammad

“…A brain tumor is essentially a collection of aberrant tissues, so it is crucial to classify tumors of the brain using MRI before beginning therapy. Tumor…”
Get full text

Performance Analysis and Assessment of Type 2 Diabetes Screening Scores in Patients with Non-Alcoholic Fatty Liver Disease by Fitriyani, Norma Latif, Syafrudin, Muhammad, Ulyah, Siti Maghfirotul, Alfian, Ganjar, Qolbiyani, Syifa Latif, Yang, Chuan-Kai, Rhee, Jongtae, Anshari, Muhammad

“…Type 2 diabetes (T2D) and non-alcoholic fatty liver disease (NAFLD) are worldwide chronic diseases that have strong relationships with one another and commonly…”
Get full text

Performance Analysis of a Forecasting Relocation Model for One-Way Carsharing by Alfian, Ganjar, Rhee, Jongtae, Ijaz, Muhammad, Syafrudin, Muhammad, Fitriyani, Norma

“…A carsharing service can be seen as a transport alternative between private and public transport that enables a group of people to share vehicles based at…”
Get full text

Perancangan Federated Learning Berbasis Homomorphic Encryption untuk Perangkat Internet of Things by Saputra, Yuris Mulya, Alfian, Ganjar, Octava, Muhammad Qois Huzyan

“…Semakin berkembangnya pasar big data yang digunakan oleh pengguna khususnya Internet of Things (IoT) berbasis kecerdasan buatan telah menarik banyak pihak baik…”
Get full text

Improving efficiency of RFID-based traceability system for perishable food by utilizing IoT sensors and machine learning model by Alfian, Ganjar, Syafrudin, Muhammad, Farooq, Umar, Ma'arif, Muhammad Rifqi, Syaekhoni, M. Alex, Fitriyani, Norma Latif, Lee, Jaeho, Rhee, Jongtae

“…Radio Frequency Identification (RFID) technology has significantly improved in the past few years and is presently sought for implementation in the…”
Get full text