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View article: Evaluating English Language Instruction Using the Smart Unilak System: A Student-Based Longitudinal Analysis (2018-2024)
Evaluating English Language Instruction Using the Smart Unilak System: A Student-Based Longitudinal Analysis (2018-2024) Open
Evaluation and assessment play vital roles in language acquisition and overall teaching effectiveness. Despite their importance, research on English language instruction evaluation in Indonesian universities remains scarce. Many lecturers …
View article: Naïve Bayes Alpha Parameter Optimization with Ant Colony for Clinical Text Classification
Naïve Bayes Alpha Parameter Optimization with Ant Colony for Clinical Text Classification Open
This study addresses the challenges of text classification in domain-specific Natural Language Processing (NLP) within the medical field, which differs significantly from general NLP due to the presence of complex medical jargon and inform…
View article: Naïve Bayes Alpha Parameter Optimization with Ant Colony for Clinical Text Classification
Naïve Bayes Alpha Parameter Optimization with Ant Colony for Clinical Text Classification Open
This study addresses the challenges of text classification in domain-specific Natural Language Processing (NLP) within the medical field, which differs significantly from general NLP due to the presence of complex medical jargon and inform…
View article: Naïve Bayes Alpha Parameter Optimization with Ant Colony for Clinical Text Classification
Naïve Bayes Alpha Parameter Optimization with Ant Colony for Clinical Text Classification Open
This study addresses the challenges of text classification in domain-specific Natural Language Processing (NLP) within the medical field, which differs significantly from general NLP due to the presence of complex medical jargon and inform…
View article: Peningkatan Performa Model Gradient Boosting dalam Klasifikasi Stroke Melalui Optimasi Grid Search
Peningkatan Performa Model Gradient Boosting dalam Klasifikasi Stroke Melalui Optimasi Grid Search Open
This study investigates the effect of hyperparameter optimization with grid search on the XGBoost and LightGBM models in stroke classification. The research results show that parameter optimization significantly improves the performance of…
View article: Web-Based Financial Management Socialization And Training In Mushalla Al – Hikmah Rumai – Pekanbaru
Web-Based Financial Management Socialization And Training In Mushalla Al – Hikmah Rumai – Pekanbaru Open
Financial management and governance training in mosques has a crucial role in ensuring efficient and transparent financial management. However, mosques often face challenges in managing finances properly due to limited knowledge and access…
View article: Comparison of Image Enhancement Methods for Diabetic Retinopathy Screening
Comparison of Image Enhancement Methods for Diabetic Retinopathy Screening Open
The most common factor contributing to visual abnormalities that result in blindness is known as diabetic retinopathy (DR). Retinal fundus scanning, a non-invasive method that is integral to the picture pre-processing phase, can be used to…
View article: Perbandingan Algoritma C4.5 Dan Naïve Bayes Untuk Mengukur Tingkat Kepuasan Mahasiswa Dalam Penggunaan Edlink
Perbandingan Algoritma C4.5 Dan Naïve Bayes Untuk Mengukur Tingkat Kepuasan Mahasiswa Dalam Penggunaan Edlink Open
The Faculty of Computer Science, Lancang Kuning University, as a private university in the city of Pekanbaru, uses the Sevima Edlink platform as a media for academic information systems and online learning. According to some students, ther…
View article: Feature Selection in Naïve Bayes for Predicting ICU Needs of COVID-19 Patients
Feature Selection in Naïve Bayes for Predicting ICU Needs of COVID-19 Patients Open
COVID-19 is a global pandemic that requires a coordinated global response in all healthcare and national healthcare systems. Identifying patients at high risk of contracting the COVID-19 virus is crucial to increasing awareness before pati…
View article: Optimization Of Histogram Equation With The Cukcoo Algorithm to Improve Fundus Image Quatlity
Optimization Of Histogram Equation With The Cukcoo Algorithm to Improve Fundus Image Quatlity Open
This study discusses strategies for identifying Diabetic Retinopathy (DR) using fundus images and the efficiency of image pre-processing techniques to improve their quality. Fundus images in medical image processing often experience proble…
View article: The Cuckoo Optimization Algorithm Enhanced Visualization of Morphological Features of Diabetic Retinopathy
The Cuckoo Optimization Algorithm Enhanced Visualization of Morphological Features of Diabetic Retinopathy Open
This research compares strategies for identifying diabetic retinopathy (DR) using fundus image and discusses the efficiency of various image pre-processing techniques to enhance the quality of fundus images. Fundus images in medical image …
View article: Digitalisasi Pengelolaan Pustaka Sekolah
Digitalisasi Pengelolaan Pustaka Sekolah Open
Along with the development of science and the globalization of information that demands the creation of an all-computerized state. At SMA Negeri 4 Tualang, Siak Regency, the process of processing library data to making reports still uses m…
View article: Security System For Motorcycle Using Raspberry Pi and Fingerprint With Mobile-Based Finite State Machine (FSM) Method
Security System For Motorcycle Using Raspberry Pi and Fingerprint With Mobile-Based Finite State Machine (FSM) Method Open
Data from the BPS (Central Statistical Agency) show that private car theft in Indonesia is on the rise year after year, especially for two-wheeled vehicles or motorcycles. According to the BPS Crime Statistics Report, there were around 35,…
View article: Convolutional Neural Network – Long Short Term Memory Untuk Prediksi Harga Emas Indonesia
Convolutional Neural Network – Long Short Term Memory Untuk Prediksi Harga Emas Indonesia Open
In the economic field, gold generally has three main functions, namely the monetary function, investment and industrial functions. In the financial world, prediction of the trend of gold price fluctuations is an important issue. Convolutio…
View article: Optimasi K-Means dengan Algoritma Genetika untuk Target Pemanfaat Air Bersih Provinsi Riau
Optimasi K-Means dengan Algoritma Genetika untuk Target Pemanfaat Air Bersih Provinsi Riau Open
Clean water is an important thing in human life. Several actions have been taken by the government to meet the clean water needs of the Riau province. One of them is the Community Based Drinking Water and Sanitation Provision program. Befo…
View article: Sistem Pendukung Keputusan Penentuan Penerima BLT Menggunakan Metode SAW
Sistem Pendukung Keputusan Penentuan Penerima BLT Menggunakan Metode SAW Open
Sidomulyo Village is a village located in the Lyric sub-district, Indragiri Hulu district, Riau Province. According to data obtained by researchers, there were 35 Regency Covid-19 BLT recipients and 51 Provincial Covid-19 BLT recipients. T…
View article: Automated Detection and Counting of Hard Exudates for Diabetic Retinopathy by using Watershed and Double Top-Bottom Hat Filtering Algorithm
Automated Detection and Counting of Hard Exudates for Diabetic Retinopathy by using Watershed and Double Top-Bottom Hat Filtering Algorithm Open
Diabetic Retinopathy (DR) is one of diabetes complications that affects our eyes. Hard Exudate (HE) are known to be the early signs of DR that potentially lead to blindness. Detection of DR automatically is a complicated job since the size…
View article: Pengaruh Kemudahan, Kebutuhan, Kemampuan, Minat terhadap Persepsi Guru dalam Menggunakan Aplikasi Google
Pengaruh Kemudahan, Kebutuhan, Kemampuan, Minat terhadap Persepsi Guru dalam Menggunakan Aplikasi Google Open
Google site is a site that provides various services for various groups of users. Google Site Services are developing along with the development of user needs and the development of Information Technology. One of the services provided by G…
View article: Analisa Qos dengan Simple Queue, Queue Tree, dan Hierarchical Token Bucket (Studi Kasus Pro Net Bangkinang)
Analisa Qos dengan Simple Queue, Queue Tree, dan Hierarchical Token Bucket (Studi Kasus Pro Net Bangkinang) Open
Abstrack - Bandwidth management at internet service providers is something that must implement, to avoid bandwidth struggles between clients, and to minimize the waste of available bandwidth. The method used in bandwidth management, includ…
View article: Analysis of the K-Means Algorithm on Clean Water Customers Based on the Province
Analysis of the K-Means Algorithm on Clean Water Customers Based on the Province Open
One of the important needs of environmental health is clean water. Clean water is the most important necessity of living beings in supporting survival. The study aimed to cluster the number of cleaned water customers by province (1995-2015…
View article: Application of K-Mean Algorithm for Medicine Data Clustering in Puskesmas Rumbai
Application of K-Mean Algorithm for Medicine Data Clustering in Puskesmas Rumbai Open
Through the government's health insurance program, efforts are made to ensure the health of the community through Puskesmas or community clinics. One of the most important components in health is the availability of medicines. The availabi…