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KOMBINASI SEGMENTASI PRE DAN POST IVA UNTUK PENINGKATAN KINERJA DETEKSI LESI …
Cervical cancer is one of the leading causes of death among women, particularly in developing countries. Early detection through Visual Inspection with Acetic Acid (VIA) is considered effective, but it still presents a high rate of false positives due to the limitations of visual observation. This study aims to develop and evaluate the YOLOv8 model for accurate and efficient segmentation of pre…
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- xvi, 125 hlm.; ilus.; tab.; 29 cm.
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- T1785642025
SEGMENTASI LUBANG DAN SEPTUM JANTUNG ANAK NON-DOPPLER DENGAN MENGGUNAKAN YOU …
Penelitian ini membahas segmentasi citra ultrasonography jantung anak untuk mendeteksi lubang (hole) dan septum jantung menggunakan pendekatan deep learning, khususnya model YOLO (You Only Look Once). Penelitian ini menggunakan dataset citra ultrasonography non-doppler yang diambil dari rekaman smartphone, kemudian dilakukan segmentasi dengan berbagai varian model YOLOv8 (nano, small, medium, d…
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- xxii, 549 hlm.; ilus.; tab.; 29 cm.
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- T1786152025
PENINGKATAN KINERJA KLASIFIKASI MULTI KELAS INFARK MIOKARD BERBASIS DEEP LEAR…
Heart disease, particularly myocardial infarction (IM), is a leading cause of global death that requires early and accurate detection to prevent fatal outcomes. This study aims to develop a deep learning-based IM multi-class classification system using ECG signals from the PTB-XL dataset. The model was built with a combination architecture of Convolutional Neural Network (CNN) and Long Short-Te…
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- xxiii, 443 hlm.; ilus.; tab.; 29 cm.
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- T1785632025
PREDIKSI PENGISIAN DAYA POWER SUPPLY DARI SOLAR CELL MENGGUNAKAN ALGORITMA RE…
This study aims to evaluate the performance of a solar power generation system in producing electrical energy and its capability to meet the energy demands of a smart home. The methodology involves data exploration, predictive modeling using linear regression, and energy sufficiency analysis. Preprocessing results indicate that the dataset is clean and suitable for analysis. Exploratory analysi…
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- xvi, 98 hlm.; ilus.; tab.; 29 cm.
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- T1787412025
DETEKSI SERANGAN BLACKHOLE PADA JARINGAN 6LOWPAN MENGGUNAKAN METODE PENDETEKS…
Blackhole Attack Detection on 6LoWPAN Networks Still Has Several Disadvantages, Such as Limited Detection Accuracy Because It Only Depends on One Parameter, High Communication Overhead Due to the Use of Encryption or IDS, and Lack of Adaptation to Heterogeneous IoT Network Characteristics. The Threshold Method Offers a More Efficient Solution by Combining Packet Delivery Ratio (PDR), Packet Los…
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- xvi, 166 hlm.; ilus.; tab.; 29 cm.
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- T1778042025
ANALISIS PENGARUH KNOWLEDGE MANAGEMENT,TALENT MANAGEMENT,DAN STRESS KERJA TER…
Salah satu perusahaan BUMN pertambangan adalah PT Bukit Asam Tbk. PT Bukit Asam Tbk jelas menghadapi tantangan dalam proses bisnisnya selama pandemi COVID-19. Beberapa kegiatan yang melibatkan banyak orang harus ditangguhkan. Hal ini berdampak pada kinerja karyawan, masalah seperti ini pasti membutuhkan sumber daya manusia berkualitas tinggi. Tujuan penelitian ini menganalisis pengaruh knowledg…
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- xi, 93 hlm.; ilus.; 29 cm
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- T1440462024
DETEKSI EXPLOIT REVERSE HTTPS MENGGUNAKAN METODE RANDOM FOREST
Reverse HTTPS Exploit is a type of malware attack technique used by attackers to exploit vulnerabilities in the HTTPS layer of an application or system, aiming to steal sensitive data from the target. This study utilized raw dataset files in .pcap format provided by the COMNETS Research Lab at Sriwijaya University. The data was collected through realistically designed experimental scenarios to …
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- xiv, 100 hlm.; ilus.; tab.; 29 cm.
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- T1784742025
ANALISIS PENGARUH KONDISI CUACA DAN JALAN TERHADAP KECELAKAAN LALU LINTAS MEN…
Penelitian ini menganalisis pengaruh cuaca dan kondisi jalan terhadap kecelakaan lalu lintas menggunakan K-Means, serta membandingkannya dengan Gaussian Mixture Model (GMM) dan Spherical K-Means. Data mencakup variabel cuaca, kondisi jalan, dan karakteristik kecelakaan 2018–2023. Hasilnya, cuaca hujan dan jalan basah meningkatkan risiko kecelakaan. GMM unggul dalam evaluasi metrik, tetapi K-M…
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- xv, 32 hlm.; ilus.; 29 cm
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- T1623352024
IMPLEMENTASI METODE AHP-SAW DALAM PEMILIHAN PROVIDER INTERNET UNTUK MAHASISWA…
University has adapted internet into almost every activities. The implementation and utilization of the internet itself have effectively improved students’ academic performance. However, their access to a stable internet still remains as an issue. This condition also happened to Universitas Sriwijaya’s students. The campus Wi-Fi conditions that are not yet able to fully support student acti…
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- viii, 72 hlm.; ill.; tab.; 29 cm.
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- T1734912025
ANALISIS SENTIMEN MAHASISWA TERHADAP SISTEM INFORMASI AKADEMIK UNIVERSITAS SR…
The Academic Information System (SIMAK) at Sriwijaya University frequently encounters access issues, unstable servers, and a less intuitive interface, which adversely affects user experience. Sentiment analysis utilizing Naïve Bayes on data from social media platform X (Twitter) reveals that 64% of sentiments are negative, primarily concerning technical problems and navigation difficulties. Co…
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- xiii, 53 hlm.; ill.; tab.; 29 cm.
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- T1734362025
PERANCANGAN APLIKASI PEMANTAUAN KESEHATAN REPRODUKSI BERBASIS MOBILE MENGGU…
Reproductive health education is a crucial element in preventing diseases related to the reproductive health system. However, access to accurate and reliable information about reproductive health remains a challenge for many teenagers and adults. Furthermore, many individuals are still unaware of the importance of early identification and preventive measures for reproductive health-related dise…
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- xv, 32 hlm.; ilus.; 29 cm
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- T1626542024
SISTEM PENGENALAN EKSPRESI CIRI WAJAH MATA DAN HIDUNG MENGGUNAKAN METODE WEIG…
Facial expression recognition is a branch of digital image processing widely applied in various fields, such as security, human-robot interaction, and artificial intelligence systems. However, the main challenge in implementing facial recognition systems on embedded and mobile robotic devices lies in computational power and memory constraints. Therefore, this study develops a facial expression …
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- xvii, 127 hlm.; tab.; 29 cm.
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- T1734772025
IMPLEMENTASI METODE WNN IMMEDIATE SCAN UNTUK IDENTIFIKASI MATA DAN HIDUNG PAD…
This research aims to develop a dynamic facial recognition system focusing on the identification of the eye and nose areas. The system utilizes the Weightless Neural Network (WNN) method with the Immediate Scan technique, enabling fast and accurate recognition despite changes in facial positioning. The detection process is carried out using the Haar Cascade Classifier algorithm, which identifie…
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- xix, 111 hlm.; ill.; tab.; 29 cm.
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- T1734782025
PERANCANGAN USER INTERFACE WEBSITE WORKSPACE DENGAN METODE DESIGN THINKING PA…
Keberhasilan sebuah perusahaan seringkali bergantung pada efektivitas dari kegiatan operasionalnya. Namun, tantangan muncul ketika beberapa karyawan masih menghadapi kesulitan dalam mengelola pekerjaan mereka karena masih mengandalkan cara konvensional. Untuk mengatasi masalah ini dan meningkatkan produktivitas, sebuah sistem informasi workspace perlu untuk dirancang. Sistem informasi ini diran…
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- xiv, 165 hlm.; ilus.; 29 cm
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- T1626332024
PENERAPAN METODE DESIGN THINKING PADA PERANCANGAN USER INTERFACE APLIKASI FIN…
The rapid development of technology has significantly transformed various aspects of life, including payment systems, which have shifted to cashless transactions. While this convenience facilitates financial activities, it also triggers impulsive and consumptive behavior, especially among young people. Low financial literacy is one of the main reasons for the difficulty faced by the younger gen…
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- xv, 42 hlm.; ilus.; 29 cm
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- T1626432024
DIGITALISASI SISTEM PENCATATAN PENGELOLAAN LIMBAH RUMAH SAKIT XYZ PALEMBANG M…
Pencatatan pengelolaan limbah merupakan aspek penting dalam operasional rumah sakit, terutama dalam menjaga kesehatan lingkungan. Digitalisasi sistem informasi pencatatan limbah menjadi langkah strategis untuk meningkatkan efisiensi dan akurasi dalam pengelolaan limbah di Rumah Sakit XYZ Palembang. Penelitian ini bertujuan untuk merancang user interface sistem informasi SHPL Digi modul pengolah…
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- xiv, 58 hlm.; ilus.; 29 cm
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- T1625292024
IMPLEMENTASI DATA VISUALIZATION UNTUK SISTEM PREDICTIVE MAINTENANCE DALAM PEN…
This research was conducted to overcome the challenges in the data recording process in the predictive maintenance system which has been carried out in a semi-computerized manner. The process is time-consuming and error-prone, thus reducing operational efficiency and system reliability. In the context of predictive maintenance, data visualization plays an important role to help users understand…
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- xviii, 151 hlm.; ilus.; 29 cm
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- T1627022024
PENINGKATAN LAYANAN PEMINJAMAN KENDARAAN MELALUI DESIGN THINKING DALAM PERANC…
Perkembangan teknologi informasi mendorong inovasi untuk meningkatkan efisiensi dan efektifitas proses bisnis, termasuk layanan peminjaman kendaraan. PT PLN Indonesia Power UPDK Keramasan Palembang, sebagai instansi yang bergerak di bidang kelistrikan, masih mebgelola sistem peminjaman kendaraan secara manual yang berisiko terhadap kesalahan pencatatan serta kurang efisien dalam penyampaian inf…
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- ix, 86 hlm.; ilus.; 29 cm
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- T1626352024
PENGEMBANGAN SISTEM INFORMASI PERSEDIAAN BARANG DI GUDANG IT PT PERTAMINA (PE…
PT Pertamina ( Persero ) is one of state - owned enterprises company engaged in the field of oil and gas at Palembang. There are many divisions at PT Pertamina (Persero), one of divisions is IT. IT is a division as support which provides information and communication service. The division of IT were not implemented a method for managing the data of inventory at IT warehouse, therefore it was di…
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- xiv, 105 hlm. : ilus. ; tab. ; 28 cm
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- T97922018
OPTIMASI LALU LINTAS KOTA PALEMBANG : ANALISA KEPADATAN KENDARAAN MENGGUNAKAN…
Traffic congestion in Palembang City is a major problem, especially during rush hour, which impacts travel efficiency and increases vehicle emissions. Traffic management that is not yet optimal in utilizing intelligent technology makes it difficult to handle dynamic conditions. This study aims to analyze and manage traffic in Palembang City with three methods: vehicle detection using YOLOv8, tr…
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- viii, 234 hlm.; ilus.; 29 cm
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- T1628542024
ANALISIS GEOMETRI JALAN TAMBANG PADA PIT C UNTUK MENDUKUNG KEAMANAN DAN EFISI…
Based by regulation of Minister of Energy and Mineral Resources (ESDM) Decree No. 1827 K/30/MEM/2018 the mining road at PT Firman Ketaun which does not meet the regulatory standards of as well as coal productivity targets not being achieved due to long distances and high road slopes. Apart from this, the dimensions of the road must also be re-evaluated to produce a good road that meets safety s…
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- xvii, 103 hlm.; ilus.; 29 cm
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- T1625392024
ANALISIS SENTIMEN MEDIA SOSIAL UNTUK MENINGKATKAN REPUTASI BRAND ERSPO DENGAN…
Brand Erspo adalah sebuah brand produk olahraga yang diproduksi oleh Perusahaan Erigo. Erigo sendiri adalah apparel lokal yang mengkhususkan diri pada streetwear fashion yang digunakan pria dan wanita. Erigo telah menjalin kerjasama dengan PSSI untuk merancang jersey Skuad Garuda, menggantikan brand sebelumnya yaitu Mills. Erspo sempat menjadi trending topik pada media sosial X setelah rilis je…
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- xv, 102 hlm.; ilus.; tab.; 29 cm.
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- T1628512024
EVALUASI PRODUKTIVITAS DAN BIAYA OPERASI PENGUPASAN OVERBURDEN DI PT BUMI SEK…
PT Bumi Sekundang Enim Energy is a member of the Baramulti group of companies engaged in mining. The working area of PT Bumi Sekundang Enim Energy Pit AB is divided into two parts: Pit AB and Pit C, with current operations focused on Pit AB. The method used is open pit mining. In May 2024, the planned production for overburden stripping activities in Pit AB is 332,829.17 BCM/month, while the ac…
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- xviii, 111 hlm.; ilus.; 29 cm
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- T1625792024
SISTEM PENGELOLAAN ADMINISTRASI KEMAHASISWAAN DAN ALUMNI KAMPUS MENGGUNAKAN B…
The Faculty of Computer Science at Sriwijaya University currently relies on semi-digital and centralized processes for managing student and alumni certificates, which are vulnerable to forgery and lack transparency. This study develops a private blockchain–based certificate management system using Quorum with Hyperledger Besu and a POA (Proof-of-Authority) consensus mechanism. Non-Fungible To…
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- xvi, 145 hlm.; ilus.; tab.; 29 cm.
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- T1776472025
SEGMENTASI LESI PRA-KANKER SERVIKS MENGGUNAKAN YOLO DAN SEGMENT ANYTHING MODEL
With the advancement of technology, deep learning models are increasingly being used in the medical field, particularly in image segmentation. This study aims to develop and evaluate methods for segmenting pre-cancerous cervical lesions using the YOLO (You Only Look Once) architecture, specifically YOLOv8 and YOLOv11, as well as the Segment Anything Model (SAM and SAM 2). The YOLO model is used…
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- ix, 136 hlm.; ilus.; tab.; 29 cm.
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- T1783702025
SEGMENTASI STRUKTUR FETAL PADA CITRA ULTRASONOGRAFI MENGGUNAKAN YOLO BERBASIS…
YOLO (You Only Look Once) merupakan arsitektur deep learning yang dikenal efisien dalam tugas deteksi dan segmentasi objek secara real-time. Meskipun telah banyak digunakan dalam berbagai bidang, penerapannya dalam segmentasi citra ultrasonografi (USG) fetal masih terbatas. Penelitian ini bertujuan untuk mengevaluasi dan membandingkan performa beberapa versi model YOLO, yaitu YOLOv8, YOLOv9, da…
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- xiii, 99 hlm.; ilus.; tab.; 29 cm.
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- T1705382025
IMPLEMENTASI METODE LSTM-CNN DALAM SISTEM MULTI-CLASSIFICATION DETEKSI SERANG…
Cyberattacks are attempts by individuals or groups to attack computer systems, networks, or other electronic devices with the intent of stealing sensitive data, damaging infrastructure, or creating disruptions in service. There are various types of cyber-attacks, including malware attacks, phishing attacks, DDoS (Distributed Denial of Service) attacks, ransomware attacks, and more. To protect t…
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- xv, 40 hlm.; ilus.; tab; 29 cm
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- T1438722024
SEGMENTASI LUBANG DAN RUANG JANTUNG ANAK NON DOPPLER MELALUI PERANGKAT MOBILE…
Non-Doppler segmentation of pediatric heart holes and chambers using deep learning approach with You Only Look Once (YOLO) algorithm through mobile devices. The main objective of this study is to evaluate the performance of YOLOv8 in segmenting cardiac structures, namely chambers and orifices, such as the right atrium, left atrium, right ventricle, left ventricle, and heart pit, from non-Dopple…
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- xvii, 117 hlm.; ilus.; tab.; 29 cm.
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- T1778982025
PENERAPAN MULTI-CLASSIFICATION SERANGAN SIBER DENGAN METODE NAÏVE BAYES DAN …
The Naïve Bayes method has proven effective in detecting, evaluating, and performing multi-classification of cyberattacks. By leveraging the Chi-Square Feature Selection algorithm, accuracy can be improved by selecting the most relevant features for detecting attacks, enabling classification based on their types. The datasets used for testing and multi-classification include CIC-IDS2018, CIC-I…
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- vi, 46 hlm.; ilus; tab; 29 cm
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- T1436782024
DETEKSI SERANGAN MAN IN THE MIDDLE (MITM) PADA PROTOKOL JARINGAN IEC 61850 SU…
International Electrotechnical Commission (IEC) 61850 is a communications standard designed specifically for electrical substation automation, facilitating interoperability among Intelligent Electronic Devices (IEDs) in SCADA systems. This protocol overcomes the limitations of legacy systems by utilizing IP-based communications, which allows for more efficient and flexible data handling. This c…
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- xv, 112 hlm.; ilus.; tab.; 29 cm.
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- T1702842025
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