Facial paralysis is a condition characterized by the loss of motor function in the facial muscles and requires accurate clinical evaluation. Conventional visual assessments are often subjective, creating variability in diagnosis; therefore, a more consistent image-based assistance system is needed. This study develops an automated classification system for facial paralysis severity using the VG…
Colorectal cancer is a leading cause of cancer-related deaths globally, predominately developing from adenomatous polyps. While colonoscopy is the gold standard for polyp detection, it suffers from a miss rate of 26% due to operator fatigue and visual variability. This study aims to develop a real-time Computer-Aided Diagnosis (CADx) system for polyp segmentation using the efficient YOLOv11-Seg…
Rice is one of the foodstuffs that is vulnerable to pests, one of which is Sitophilus oryzae. This pest can cause a decrease in the quality and quantity of rice during storage. Controlling S. oryzae requires an effective and environmentally friendly approach. Garlic contains essential oils that are antibacterial and antiseptic. Garlic also contains sulfur compounds which include the chemical al…
This study aims to develop an automatic complaint detection system for Gojek application reviews using Long Short-Term Memory (LSTM). The dataset used in this research consists of 225,002 user reviews obtained from the Play Store. The objective is to build a system capable of classifying user reviews into two labels. The processing was carried out using three different data-split ratios to ensu…
Electric energy is a fundamental necessity, especially for factories requiring a substantial supply of electricity. Thus, to generate electricity, factories utilize generators, such as Gas Turbine Generators (GTGs) employed by PT. Pupuk Sriwidjaja. The generators at PT. Pupuk Sriwidjaja are interconnected, forming a system where each generator is linked to the others. In the electrical power sy…
Cataracts are the leading cause of blindness worldwide and in Indonesia, which are often treated too late due to limited access to medical services, especially in remote areas. Early detection is crucial to prevent more severe visual impairment. This study aims to develop a mobile application called CARA-Mata that utilizes Deep Learning technology with YOLOv11 architecture to detect cataracts e…
Bottle gourd is one of the vegetables that Vietnamese people like as an ingredient in cuisines or as a snacks. Besides cuisines and snacks, bottle gourds are famous known as herbal medicines in many countries such as India, China, European countries, Brazil, and Hawaiian islands. The nutrients contained in it, such as vitamins B (B1,B2, B3, and B5), vitamin C, calcium, iron, magnesium, and pota…
Accidents in commercial aviation in Indonesia have increased to 30% of total transport users by 2023. One important factor to reduce the risk of accidents and financial losses is compliance with landing procedures. The main objective of this analysis is to raise awareness of the importance of complying with these rules to minimise the risk of accidents and losses. Clustering techniques were app…
A good grounding system is one in which the system has a low soil resistance value. Therefore, the lower the resistance value of a grounding system, the better its quality. This is because electrical fault currents are more easily conducted to the ground through the point with the lowest resistance. This study focuses on the use of zeolite and bentonite additives as materials to reduce soil res…
Increased traffic in the city of Palembang has caused problems such as congestion and accidents, necessitating an accurate vehicle detection system. This study proposes the use of DETR and RT-DETR to identify vehicle types in traffic images, with ResNet-50 and ResNet-101 as comparison architectures. The dataset consists of 1,233 images extracted from traffic videos in Palembang. The model was t…
Kidney stones are a condition that can interfere with kidney function and if left untreated can increase the risk of various health problems, such as chronic kidney disease, end-stage renal failure, cardiovascular disease, diabetes, and hypertension. Therefore, it is important for sufferers to take early prevention by detecting kidney stones in order to prevent serious complications in the futu…
Penelitian ini bertujuan untuk menghasilkan produk pengembangan sebuah media pembelajaran menggunakan Easil pada materi teks berita pada siswa kelas VII di SMP Negeri 2 Lawang Kidul. Jenis penelitian yang digunakan adalah metode RnD (Research and Development). Model pengembangan yang digunakan adalah memakai model pengembangan Alessi &Trolip dengan ditambahkan model Dick and Carey. Media pembel…
The increasing number of motor vehicles increases air pollution due to vehicle exhaust emissions containing hazardous substances such as carbon monoxide (CO), carbon dioxide (CO2), and hydrocarbons (HC). This system designs and builds a motor vehicle exhaust emission detection system, which can monitor air quality from vehicle exhaust, by developing a detection tool based on the Arduino UNO R3 …
Analisis daya saing industri tekstil Indonesia ini bertujuan untuk mengetahui keunggulan komparatif pada industri TPT di Indonesia, dengan menggunakan data tahun 1996-2003. Daya saing industri TPT diukur dengan melihat struktur biaya (ongkos) tenaga kerja dan bahan baku, kinerja nilai tambah dan efisiensi, indeks keunggulan komparatif RC A, serta kinerja nilai ekspor-impor. Berdasarkan analisis…
Permasalahan dalam penelitian ini adalah apakah model masyarakat belajar lebih efektifdaripada model konvensional dalam pembelajaran menulis teks pidato di kelas X SMA Negeri 1 Inderalaya. Tujuannya untuk mengetahui dan mendeskripsikan keefektifan model masyarakat belajar dalam pembelajaran menulis teks pidato di kelas X SMA Negeri I Inderalaya. Hasil penelitian ini diharapkan dapat memberikan …
Penelitian ini membahas pemanfaatan teknologi arcing plasma dan dielectrical barrier discharge (DBD) untuk pengolahan limbah tekstil. Pengujian kali ini menggunakan chamber ½ bola dengan variasi jarak celah 1 dan 2mm menggunakan alumunium tape sebagai grouding pada tabung dan tanpa alumunium tape. Hasil pengukuran melihatkan konsentrasi ozon tertinggi pada chamber ½ bola dengan variasi jarak …
The textile industry is one of the sectors that generates large volumes of liquid waste containing complex organic compounds, synthetic dyes, and various chemicals that are difficult to degrade, thus posing a significant threat to aquatic environments. In this study, ozone was generated using the Dielectric Barrier Discharge (DBD) method with a rod–spiral electrode configuration to enhance oz…
Lansia merupakan kelompok usia yang rentan mengalami gangguan keseimbangan dan cedera akibat jatuh, sehingga dibutuhkan sistem yang mampu memberikan deteksi tanpa memerlukan interaksi langsung dari pengguna. Penelitian ini bertujuan untuk merancang dan membangun perangkat wearable berbasis sensor gyroscope dan accelerometer guna mendeteksi kejadian jatuh pada lansia secara real-time. Perangkat …
The elderly are a group of people who are vulnerable to falling incidents, which can have fatal impacts on their health and safety. Therefore, a system capable of detecting falls quickly and providing early warnings is needed. This research aims to design and implement an Internet of Things (IoT)-based fall monitoring system for the elderly using a NodeMCU ESP32 integrated with an Android appli…
Kepribadian adlah sekumpulan motivasi, kebutuhan, dan pilihan-pilihan seseorang yang berperan sebagai eksprasi spontan yang merupakan cetak biru kekuatan dan kelemahan seorang individu sebagaimana adanya. Kepribadian merupakan sejumlah sikap dan tingkah laku manusia yang merupakan keutuhan serta sifat khas seseorang. Kepribadian juga dapat diartikan sebagai kesatuan sistem jiwa dan raga dalam d…
This study aims to implement the You Only Look Once (YOLOv8) method for detecting acne in acne vulgaris images. Automatic detection of acne types is essential to support rapid, accurate, and efficient dermatological diagnosis. The research involves designing a YOLOv8-based detection model, which includes the stages of collecting and annotating facial image datasets, preprocessing, model trainin…
The rapid advancement of Android technology makes this operating system vulnerable to malware attacks, one of which is the Reverse TCP Trojan, capable of establishing a back connection from the victim’s device to the attacker without being detected. This study aims to analyze the characteristics of Android Reverse TCP malware attacks on network traffic and develop a detection model using the …
The rapid development of the open-source Android operating system has made it vulnerable to various cyberattacks, including malware that utilizes the reverse TCP technique. This attack allows an attacker to remotely control a victim’s device through a connection initiated by the device itself, making it difficult to detect using conventional security mechanisms. This research aims to detect r…
This study aims to detect access to online gambling sites encrypted with TLS/SSL using machine learning-based network traffic fingerprint analysis, without accessing content to maintain privacy. The background focuses on the prevalence of illegal online gambling hidden behind encryption, which reduces the effectiveness of traditional methods such as DPI. The problem formulation includes the ide…
This study discusses a comparison of the machine learning algorithms Random Forest and Decision Tree in detecting anomalies within network traffic on online gambling sites. The data was collected through network traffic capturing using Wireshark, followed by preprocessing stages that included data cleaning, encoding, balancing using Random Oversampling, and splitting into training and testing s…
Penelitian ini membahas implementasi dan perbandingan performa dua model deteksi objek berbasis deep learning, yaitu YOLOv8m dan STF-YOLOm (Swin Transformer Fusion YOLO). Tujuan penelitian ini adalah merancang model deteksi kendaraan menggunakan citra lalu lintas dari CCTV serta menganalisis performanya berdasarkan metrik evaluasi seperti precision, recall, dan mean Average Precision (mAP). Dat…
This research analyze the protection coordination of the Over Current Relay (OCR) and Ground Fault Relay (GFR) on the Express Seluma Feeder at PT. PLN (Persero) ULP Manna. The background for this study is the frequent occurrence of short circuit faults, recorded 187 times during the period of January to August 2024, which requires an evaluation for optimizing the protection system. The objectiv…
Kajian ini bertujuan untuk menilai kekuatan dan kelemahan diplomasi dan strategi pertahanan kesultanan Palembang era Sultan Mahmud Badaruddin II. Fokus kajian ini ialah untuk menganalisis amalan diplomasi dan strategi pertahanan tradisional kesultanan Palembang dalam mengekalkan kedaulatannya bagi menghadapi penjajahan Barat. Kajian ini menggunakan metodologi sejarah, terutamanya dalam analisis…
Face detection in low-resolution images remains a significant challenge in computer vision applications, particularly for surveillance systems and crowd analysis. This study proposes an integrated approach combining Enhanced Super-Resolution GAN (ESRGAN) for image quality enhancement and YOLO-SAHI (You Only Look Once with Slicing Aided Hyper Inference) for improved detection of small faces. The…