PREDIKSI MORTALITAS PADA PASIEN INSTALASI PERAWATAN INTENSIF MENGGUNAKAN DEEP…

Mortality prediction for patients in intensive care units (ICUs) is crucial for care planning, resource allocation, and timely medical decision-making. To enhance the accuracy of these predictions, artificial intelligence (AI) technology has shown promising results. This study aims to develop deep learning methods to improve the accuracy of mortality predictions for ICU patients, addressing mis…

KEDUDUKAN PANITERA PENGGANTI DALAM SISTEM KEPEGAWAIAN DI MAHKAMAH AGUNG RI: L…

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MODEL ANALISIS SPEKTRAL CAMPURAN DAN PENDEKATAN CONVOLUTIONAL NEURAL NETWORK …

Water is very important for living creatures and good water quality is one of the pillars of the 17 Pillars of Sustainable Development Goals (SDGs) set by the United Nation. One way to provide an overview of the quality of a water body is to provide an index, which is generally known as the Water Quality Index (WQI). The Water Quality Index has been applied to categorize water quality, namely v…

SISTEM REKOMENDASI JURUSAN KULIAH SISWA SMA BERDASARKAN NILAI RAPOR DENGAN AL…

The determination of study programs for college is an essential for high school students who choose to pursue their studies. The aim of this research is to develop a web application-based college major recommendation system. This research applies a system design and development methodology using the Waterfall model approach. The data used is primary data which contains student report card score…

ANALISIS PENGARUH FAKTOR 4C (CONTEXT, COMMUNACATION, COLLABORATION DAN CONNEC…

The development of social media has encouraged educational institutions to utilize it as a means of attracting prospective students’ interest. Yayasan Pondok Pesantren Ahlul Quro Rantau Harapan has used social media as a promotional medium; however, its effectiveness in increasing prospective students’ interest needs to be empirically analyzed. Therefore, this study aims to analyze the infl…

PENERAPAN ROBOT BAWAH AIR UNTUK MENENTUKAN KUALITAS AIR MENGGUNAKAN METODE FU…

his research aims to develop and implement an underwater robot for water quality monitoring using the Mamdani Fuzzy Logic method. The background of this research is the need for technology capable of efficiently and accurately monitoring water quality, especially in areas that are difficult for humans to reach. Water is one of the most crucial natural resources for life, but its quality is ofte…

DELINEASI 12 - LEAD SINYAL ELECTROCARDIOGRAM BERBASIS DEEP LEARNING UNTUK PEN…

Interpretation of electrocardiogram signal waves is one of the crucial steps to diagnose heart disease. The use of deep learning that has been proven to be able to run feature extraction will be used in this study which aims to facilitate the delineation process of electrocardiogram signal waves. The use of CNN-BiGRU and CNN-BiLSTM architecture to perform delineation on the Lobachevsky Universi…

PENGEMBANGAN VIDEO PROFIL SEBAGAI MEDIA PROMOSI PADA RUMAH TAHFIDZ AMANAH

The purpose of this research is to design and develop a profile video as a promotional media at Rumah Tahfidz Amanah. The background of this research is the lack of interactive and interesting means to introduce the profile thoroughly. The development of this profile video is expected to make it easier for Rumah Tahfidz Amanah to introduce and promote the potential and advantages that exist to …

SIMULASI METODE BLOCKCHAIN DENGAN ALGORITMA KONSENSUS PROOF OF WORK (POW) UNT…

Blockchain is a collection of blocks arranged sequentially and starting with the first block called the “Genesis Block”, where these blocks are able to store data containing transactions that have been carried out previously. Blockchain is widely used in other fields, one example of which is supply chain management. The algorithm in this research uses proof of work where nodes solve mathema…

KLASIFIKASI ARITMIA PADA SINYAL FETAL ECG BERBASIS DEEP LEARNING

Fetal Electrocardiogram (ECG) is a type of signal that reflects the electrophysiological activity of the fetal heart. The non-invasive abdominal electrode method is employed to obtain fetal EKG signals. Classification was conducted between normal and arrhythmia categories using two main approaches, which are autoencoder-Deep Neural Network (DNN) and Convolutional Neural Network (CNN). The autoe…

DEFINED DAILY DOSE PENGGUNAAN ALLOPURINOL DI PUSKESMAS 4 ULU KOTA PALEMBANG

Background: Gout is a chronic condition caused by the accumulation of monosodium urate (MSU) crystals due to hyperuricemia, often associated with a diet high in purines, obesity, and other metabolic disorders. Allopurinol is the first-line drug used to lower serum uric acid levels in gout patients. Ensuring the correct dosage of allopurinol is essential to enhance therapeutic effectiveness and …

DETEKSI SERANGAN SQL INJECTION DENGAN APACHE SPARK MENGGUNAKAN METODE K-MEANS…

Structured Query Language Injection or commonly called SQL Injection is a hacking technique to gain access to a SQL-based database system. Structured Query Language is a language used to create, process and manipulate databases. Because of this, detecting SQL injection attacks is the first and most important thing to do to combat SQL Injection attacks. The basis for conducting a detection appro…

PENERAPAN METODE USER CENTERED DESIGN (UCD) PADA PERANCANGAN USER INTERFACE A…

Dalam suatu instansi seringkali surat dijadikan sarana untuk menyampaikan informasi. Surat yang dijadikan arsip penting harus disimpan dengan baik karena akan sangat menyulitkan apabila rekapitulasinya tidak terstruktur dengan baik. Penelitian ini bertujuan untuk menerapkan Metode User Centered Design (UCD) dalam Perancangan User Interface Aplikasi Rekapitulasi Berkas Surat Kepegawaian Dinas Pe…

EVALUASI KONDISI JALAN TAMBANG DALAM MENUNJANG PRODUKTIVITAS ALAT ANGKUT BATU…

PT Bhumi Sriwijaya Perdana Coal is one of the mining companies engaged in the coal industry, located in Beji Mulyo Village, Tungkal jaya district, Musi Banyuasin Regency, South Sumatera Province. In Januari 2024, the coal production target at PT Bhumi Sriwijaya Perdana Coal was 100.000 tons/month, but the realization only reached 71,314 ton/month. One of the fators causing the non-achievement o…

DETEKSI MALWARE ANDROID DENGAN METODE REVERSE ENGINEERING

Smartphones used by everyone are connected to the internet at all times. A user is unaware of how much data they store and display while using various applications. With the increasing number of Android users over time, Android has become a target for cybercriminals, leading to an increase in malware attacks on these devices. Reverse engineering is the most crucial approach in analyzing malware…

PENERAPAN METODE USER CENTERED DESIGN PADA SISTEM INFORMASI PEMBAYARAN IURAN …

One of the essential human needs that cannot be separated is water. In the city of Palembang, the demand for drinking water continues to increase along with the population growth and urban development. However, the availability of drinking water, both quantitatively and qualitatively, is still insufficient, and the existing water management system is not optimal in terms of planning, production…

GAMBARAN KUALITAS HIDUP PADA PASIEN LARYNGOPHARYNGEAL REFLUX (LPR) MENGGUNAKA…

Background. Laryngopharyngeal reflux (LPR) is a condition in which gastric contents reflux into the larynx and pharynx, resulting in symptoms such as globus sensation, chronic cough, dysphagia, and voice changes. These symptoms can substantially impair patients’ quality of life. This study aims to describe the quality of life of patients with LPR using the Laryngopharyngeal Reflux–Health-Re…

KORELASI TINGKAT KEPATUHAN MINUM OBAT DENGAN DERAJAT AKTIVITAS PENYAKIT PADA …

Background. Systemic lupus erythematosus (SLE) is a chronic autoimmune disorder characterized by inflammation and multi-organ involvement. Its management requires a long-term multidisciplinary approach, which poses challenges for patients to maintain medication adherence. Poor adherence often leads to inadequate disease control, as reflected by higher disease activity, and worsened prognosis. T…

PERANCANGAN DAN PENGEMBANGAN DESAIN INTERFACE BERBASIS WEBSITE UNTUK PROSES B…

Penelitian ini mengadopsi pendekatan Design Thinking untuk merancang situs website Softcoffee yang mendukung proses bisnis secara efektif. Pendekatan ini melibatkan tahapan empati, definisi, ideasi, prototipe, dan pengujian, yang secara keseluruhan berfokus pada pemahaman mendalam terhadap kebutuhan pengguna. Melalui observasi dan wawancara, dihasilkan solusi inovatif yang diwujudkan dalam bent…

DETEKSI TRAFFIC JARINGAN PADA AKTIVITAS JUDI ONLINE MENGGUNAKAN ALGORITMA EXT…

The rapid development of internet technology and the use of encryption in network traffic have led to an increase in online gambling activities that pose a threat to digital security. This study aims to detect network traffic indicative of online gambling by analyzing Server Name Indication (SNI) information during the TLS handshake process using the Extreme Gradient Boosting (XGBoost) algorith…

REGRESI MORFOLOGI SINYAL ELEKTROKARDIOGRAM BERBASIS LONG-SHORT TERM MEMORY

Penelitian ini bertujuan untuk mengembangkan model yang dapat melakukan regresi posisi anotasi R-Peak pada beat sinyal. Dataset yang digunakan dalam penelitian ini adalah data dari Lobachevsky University Electrocardiography Database (LUDB) dengan menggunakan lead ii. Model dikembangkan menggunakan arsitektur Long Short-Term Memory (LSTM) yang terdiri dari Masking layer, dua lapisan LSTM masing-…

DETEKSI SERANGAN MALWARE BOTNET MENGGUNAKAN METODE LOGISTIC REGRESSION

Botnets are a serious cyberattack threat that infects computer networks controlled by botmasters to carry out malicious activities. Various types of botnets have emerged over the years, posing a significant threat to cybersecurity. These botnets' malicious activities vary from executing instruction-based attacks such as DDoS attacks, flooding, and spamming. This study used the CICIoT2023 datase…

KLASIFIKASI MULTI-CATEGORY SPORTS IMAGE MENGGUNAKAN SWIN TRANSFORMERS

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xvi, 76 hlm.; ilus.; tab.; 29 cm.

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T1840272025

ANALISIS DAN PREDIKSI NILAI IMPOR INDONESIA MENGGUNAKAN PENDEKATAN ALGORITMA …

Accurate forecasting of import values is crucial for effective economic planning and policy-making in emerging economies like Indonesia. This study evaluates the performance of three prominent Machine Learning (ML) models—Support Vector Regression (SVR), Random Forest, and Decision Tree—for forecasting Indonesian goods and services imports. Utilising historical macroeconomic time series dat…

IMPLEMENTASI INTRUSION DETECTION SYSTEM MENGGUNAKAN SNORT BERBASIS PARALLEL C…

This research develops an Intrusion Detection System (IDS) based on Snort, optimized using parallel computing with the Message Passing Interface (MPI). The system is built with an architecture consisting of one master and two workers running Snort in parallel to detect ICMP traffic. Detection logs are collected through a shared folder and monitored by the master using a Python script, which als…

PENGARUH PEMANFAATAN BIOCHAR UNTUK PERBAIKAN RESISTANSI PADA SISTEM PENTANAHA…

Sistem pentanahan adalah sistem hubungan penghantar yang menghubungkan sistem kelistrikan, peralatan, dan instalasi listrik ke tanah sehingga dapat mengamankan manusia dari sengatan listrik dan mengamankan komponen komponen instalasi dari arus abnormal. Dalam sistem pentanahan, resistansi tanah adalah kunci utama untuk membuat sistem pentanahan tersebut bekerja secara efisien, banyak faktor yan…

PENGARUH PENAMBAHAN LARUTAN ASAM TERHADAP PENURUNAN TAHANAN JENIS TANAH PADA …

Sistem tenaga listrik tidak terlepas dari sistem pentanahan, yang merupakan salah satu sistem proteksi yang penting dalam instalasi listrik, karena sistem pentanahan berfungsi untuk membuang arus yang berlebih ke dalam tanah,. Sistem pentanahan yang baik memiliki nilai resistansi spesifik yang kecil. Dalam penelitian ini diperlukan larutan asam untuk meningkatkan pH (tingkat keasaman) tanah den…

RANCANG BANGUN SISTEM INFORMASI ARSIP SURAT MENYURAT PEGAWAI PADA FAKULTAS IL…

The Faculty of Computer Science at Sriwijaya University requires an information system to facilitate the management of letter and document archives. This system is crucial for administrative staff who need quick and accurate access to archives from various locations and at any time. This study aims to develop a web-based letter and document archiving information system using the Rapid Applicati…

ANALISIS CAMPURAN ARANG SEKAM PADI DAN SERABUT KELAPA UNTUK MENGURANGI NILAI …

Grounding system or is a system that connects electrical current conductors that connect electrical systems, equipment, installations and are connected to the earth so that in the event of a current leakage they can protect humans from electric shock, and secure the components of the installation components from the danger of abnormal voltage and current. Ideal grounding has a resitance value c…

EVALUASI USER EXPERIENCE TERHADAP GAME PUBG MOBILE MENGGUNAKAN METODE COGNITI…

On March 19, 2018, the First-Person and Third-Person Shooter game PUBG MOBILE was released. This game can attract new players because it is included in the new game category on the mobile platform. For a game to be successful in the market, especially for a newly released application, user experience is very important. A system that is difficult to use and poorly built will be difficult for use…