29 results for "Sarjon Defit"
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Journal Article
The Application of C4.5 Algorithm for Selecting Scholarship Recipients
The scholarship program is one of the promotional techniques used by many universities, and the right scholarship award will certainly be an attraction for many people. STMIK Pelita Nusantara is one of the universities that organizes a scholarship program. In the current difficult economic…
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Journal Article
Development of Mastoid Air Cell System Extraction Method on Temporal CT-scan Image
Mastoiditis is disease that to infection of the mastoid bone cavity that affects the size of the air cell system of the temporal bone. Visually, the information temporal CT image mastoid bone has can assist medical experts in viewing the mastoid air cell system (MACS), but the fact that medical…
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Journal Article
Data Mining Menggunakan Metode K-Means Clustering Untuk Menentukan Besaran Uang Kuliah Tunggal
Digitalisasi dan otomasi dalam pelayanan mahasiswa di Perguruan Tinggi dapat menghasilkan big data. Amanat pemerintah dalam Peraturan Mentri Riset Teknologi dan Pendidikan Tinggi agar besaran Uang Kuliah Tunggal (UKT) di Perguruan Tinggi Negeri dibagi ke dalam 5 kelompok berdasarkan tingkatan…
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Journal Article
Identifikaasi Tingkat Kerusakan Peralatan Laboratorium Komputer Menggunakan Metode Rough Set
Laboratorium komputer merupakan sarana untuk penunjang pratikum kuliah. Sarana ini harus selalu dalam keadaan siap pakai atau layak pakai, baik komputer maupun saranan lainnya. Jika terjadi kerusakan, maka harus secepatnya di tanggulangi. Untuk lebih mempercepat dalam penanganan kerusakan, maka…
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Journal Article
Identifikasi Anggota dalam Penempatan pada Struktur Organisasi menggunakan Metode Profile Matching
Organisasi partai politik merupakan salah satu organisasi yang harus memiliki struktur organisasi. Setiap anggota yang duduk dalam struktur harus memiliki keterampilan yang sesuai dengan bidangnya. Tujuannya adalah agar organisasi berkembang lebih baik. Untuk setiap anggota yang akan menduduki…
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Journal Article
Analisis Perbandingan Model Bert Dan Xlnet Untuk Klasifikasi Tweet Bully Pada Twitter
Fenomena bullying di media sosial, khususnya di Twitter, telah menjadi isu yang semakin memprihatinkan dengan dampak signifikan terhadap kesehatan mental pengguna. Dalam rangka mengatasi masalah ini, deteksi otomatis tweet yang mengandung konten bullying menjadi sangat penting. Penelitian ini…
Also available at: DOAJ
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Journal Article
The Use of Hyperparameter Tuning in Model Classification: A Scientific Work Area Identification
This research aims to investigate the effectiveness of hyperparameter tuning, particularly using Optuna, in enhancing the classification performance of machine learning models on scientific work reviews. The study focuses on automating the classification of academic papers into eight distinct…
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Journal Article
Indeks Kesiapan Perguruan Tinggi dalam Mengimplementasikan Smart Campus
Keberhasilan perguruan tinggi memanfaatkan Teknologi Informasi dan Komunikasi (TIK) atau sering dikenal dengan istilah smart campus sebagai upaya kompetitif dan bernilai saing pada hakekatnya terletak pada sejumlah indicator seperti technoware, infoware, orgaware dan humanware. Upaya pencapaaian…
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Journal Article
Implementation Of Deep Learning Using Convolutional Neural Network Method In A Rupiah Banknote Detection System For Those With Low Vision
The application of deep learning in various sectors continues to grow due to its ability to provide efficient and effective solutions to complex problems. One significant implementation is in object detection, such as identifying Indonesian rupiah banknotes. This innovation aims to assist…
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Journal Article
IMPLEMENTASI SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN ALAT KONTRASEPSI DENGAN METODE AHP DAN TOPSIS (STUDI KASUS DI PUSKESMAS GUNUNG LABU)
Penelitian ini mengusulkan sebuah Sistem Pendukung Keputusan (SPK) dan bagaimana teknologi dapat membantu dalam pengambilan keputusan yang lebih baik. Disini dijelaskan tentang beberapa metode SPK yang dapat digunakan, seperti Analytic Hierarchy Process (AHP) dan Technique for Order Preference by…
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Journal Article
Deep Learning Based Technical Classification of Badminton Pose with Convolutional Neural Networks
This research aims to identify and categorize badminton strategies using a Convolutional Neural Network (CNN) model combined with BlazePose architecture and Mediapipe Pose Solution tools, yielding understandable and practical results. The challenge of finding the best mobility strategy for…
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Journal Article
Quickly Assess the Acceptability Sentiment of White Paracetamol Intake Using KNN-SMOTE Based On Receptive Deciding
This research aims to develop a fast and adaptive sentiment evaluation approach related to the use of white paracetamol using a combination of the K-Nearest Neighbors (KNN) algorithm, Synthetic Minority Over-Sampling Technique (SMOTE), and the Receptive Deciding concept. Imbalances in the dataset…
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Journal Article
Analisis Rekam Medis untuk Menentukan Pola Kelompok Penyakit Menggunakan Algoritma C4.5
Rekam Medis berisi catatan dan dokumen indentitas pasien, hasil pemeriksaan, pengobatan, tindakan serta pelayanan yang diberikan kepada pasien. Rekam medis sangat penting untuk pelayanan pasien karena dengan data yang lengkap dapat memberikan informasi dalam menentukan keputusan diagnosis dan…
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Journal Article
Multi-Process Data Mining with Clustering and Support Vector Machine for Corporate Recruitment
Having an efficient and accurate recruitment process is very important for a company to attract candidates with professionalism, a high level of loyalty, and motivation. However, the current selection method often faces problems due to the subjectivity of assessing prospective employees and the…
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Journal Article
Penerapan Algoritma C4.5 untuk Klasifikasi Data Rekam Medis berdasarkan International Classification Diseases (ICD-10)
Abstract The medical record data is the patient's current record of medical records, the medical record data only being data stacked and not traced to generate useful knowledge for the hospital. This study can process the medical record data to classify the disease that occurs in sleeping sickness…
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Journal Article
Algoritma Fungsi Perlatihan pada Machine Learning berbasis ANN untuk Peramalan Fenomena Bencana
Research has been carried out with several training functions using standard backpropagation methods, One-Step Secant (OSS), and Bayesian regulation. The purpose of this study was to (i) analyze the Performance accuracy (Performance) of the standard backpropagation method and (ii) optimize the…
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Journal Article
Development Extraction of Regional Features of Pleural Cavity Objects in Pneumothorax Lung X-ray Images by Dilation and Erosion Morphology
Image processing is a solution in the development of chest X-ray technology, starting from the image segmentation process as a preprocessing stage to separate the image object from the original background. Spontaneous pneumothorax (SP) is a type of air collection in the pleural cavity that develops…
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Journal Article
Product Codefication Accuracy With Cosine Similarity And Weighted Term Frequency And Inverse Document Frequency (TF-IDF)
In the SiPaGa application, the codefication search process is still inaccurate, so OPD often make mistakes in choosing goods codes. So we need Cosine Similarity and TF-IDF methods that can improve the accuracy of the search. Cosine Similarity is a method for calculating similarity by using keywords…
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Journal Article
Classification of Multiple Emotions in Indonesian Text Using The K-Nearest Neighbor Method
Emotions are expressions manifested by individuals in response to what they see or experience. In this study, emotions were examined through individuals' tweets regarding the election issues in Indonesia in 2024. The collected tweets were then labeled based on emotions using the emotion wheel…