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CLUSTERING DATA RABBITMQ PADA SISTEM BLOCKCHAIN DENGAN METODE K-MEANS
Clutering adalah cara mengklasifikasikan data mentah secara sederhana dan mencari pola tersembunyi yang mungkin terdapat dalam dataset K-means, yakni algoritma pengelompokan tipikal dalam data mining dan banyak digunakan untuk pengelompokkan data dengan jumlah yang besar. Pada Penelitian menggunakan dataset Rabbitmq pada sistem Blockchain yang memiliki 3 Clustering data Rabbitmq yaitu Warning, …
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- xiii, 26 hlm.; Ilus.; 29 cm
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- T1051972023
SIMULASI SISTEM KENDALI LALU LINTAS CERDAS MENGGUNAKAN METODE VEHICULAR AD-HO…
Kepadatan lalu lintas telah menjadi permasalahan umum dalam sistem transportasi, hal tersebut dapat menyebabkan laju kendaraan harus terhenti karena kemacetan akibat kepadatan lalu lintas. Penelitian ini membuat model simulasi dengan menggunakan teknologi Vehicular Ad-Hoc Networks (VANETs) sebagai sistem manajemen lalu lintas yang bertujuan untuk mendukung komunikasi antar kendaraan dengan pert…
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- xv, 76 hlm.; Ilus.; 29 cm
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- T1249682023
LOKALISASI CITRA PRA-KANKER SERVIKS MENGGUNAKAN METODE CONVOLUTIONAL NEURAL N…
The aim of this study is to perform the localization of pre-cervical cancer images using Convolutional Neural Network (CNN) method and guided backpropagation visualization. The pre-cervical cancer image data is evaluated with various CNN models that implement the second type of data augmentation. The research findings show that the CervicoNet model with epoch 200, learning rate 10-3 , and batch…
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- xvi, 74 hlm.; Ilus.; 29 cm
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- T1225442023
ANALISIS SERANGAN DDOS DENGAN MENGGUNAKAN ANOMALY-BASED IDS BERBASIS NETWORK …
DDoS assaults pose a serious threat to enterprises, inflicting damage and disruption, thus improving the speed and accuracy of DDoS detection and mitigation is critical. The combination of Network Behavior Analysis (NBA) with the algorithms K-Nearest Neighbor (KNN) and Naive Bayes (NB) was evaluated to detect DDoS attacks (Distributed Denial of Service). Using the CICDDoS2019 dataset, KNN was f…
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- xii, 73 hlm.; ilus.; 29 cm
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- T918942023
KLASIFIKASI TINGKAT KEPARAHAN PRA KANKER SERVIKS PADA CITRA VIA MENGGUNAKAN CNN
The aim of this study is to classify cervicalpre cancer images using Convolutional Neural Network (CNN) method. The dataset of cervical precancer images was evaluated using various CNN models that implemented data augmentation of the second type. The research findings indicate that the CervicoNet model with 200 epochs, a learning rate of 10-3, and a batch size of 32 achieved the best accuracy o…
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- xiv, 66 hlm.; ilus.; 29 cm
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- T1262222023
KLASIFIKASI SMS MALWARE PADA PLATFORM ANDROID DENGAN METODE SUPPORT VECTOR MA…
Android is the most popular mobile software platform across the globe. The worldwide app downloads reached 352.9 billion in 2021. However, it still faces serious security threats due to its open-source nature. Android is susceptible to various malware variants that are packaged within APK (Android Package Kit) files and have permissions for SMS (Short Message Service). SMS is a technology used …
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- xii, 66 hlm.; ilus.; 29 cm
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- T1233722023
KLASIFIKASI DAN VISUALISASI ENAM KELAS ABNORMALITAS JANTUNG JANIN MENGGUNAKAN…
This study presents and analyzes deep learning techniques to classify abnormalities in fetal heart images. This research compares four convolutional neural network (CNN) architectures to choose the best architecture with satisfactory results, and performs visualization using the Saliency Map method to provide insight regarding the part of the image that plays a role in the classification proces…
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- xvi, 114 hlm.; ilus.; 29 cm
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- T1260212023
ANALISIS TRADING HARGA EMAS DIGITAL MENGGUNAKAN METODE BUY OPEN MARKET (BOM).
ABSTRAK ANALISIS TRADING HARGA EMAS DIGITAL MENGGUNAKAN METODE BUY OPEN MARKET (BOM) Henny Pratiwi (09011281520129) Program Sistem Komputer, Fakultas Ilmu Komputer, Universitas Sriwijaya Email : hpratiwiyunus@gmail.com Perdagangan yang dilakukan secara online menggunakan ilmu teknologi mengenai harga emas digital atau dikenal dengan trading gold online merupakan transaksi jual-beli harga emas d…
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- ix, 40 hlm.; ilus.; 29 cm
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- T759742020
PENERAPAN RANDOM FOREST CLASSIFIER FEATURE PADA METODE NAÏVE BAYES UNTUK MEN…
SQL Injection is a hacking attack that is carried out by abusing the security gaps in the SQL layer on a data-based application, Sql Injections is a serious threat to the security of a website. The data set used in this study is CIC-IDS2018 from the Canadian Institute of Cybersecurity. This study discussed the application of the Random forest classifier on the Naive Bayes method to recognize pa…
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- xiv, 141 hlm.; ilus.; 29 cm
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- T1283882023
PENERAPAN ARSITEKTUR U-NET DAN YOLO V3 DALAM MENDETEKSI OBJEK TRANSVENTRIKULA…
The content is a research summary about the process of examining the contents of the uterus using Ultrasonography (USG) conducted by doctors. USG is a device that utilizes high-frequency sound waves to produce video images used by experts to identify vital objects within the uterus. The resulting USG images are used for this particular research, which utilizes Convolutional Neural Network techn…
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- xv, 138 hlm.; ilus.; 29 cm
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- T1277382023
KLASIFIKASI DAN VISUALISASI ENAM KELAS ABNORMALITAS JANTUNG JANIN MENGGUNAKAN…
This study presents and analyzes deep learning techniques to classify abnormalities in fetal heart images. This research compares four convolutional neural network (CNN) architectures to choose the best architecture with satisfactory results, and performs visualization using the guided backpropagation method to provide insight regarding the part of the image that plays a role in the classificat…
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- xv, 188 hlm.; Ilus.; 29 cm
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- T1218012023
PREDIKSI POLA HENTI JANTUNG BERDASARKAN DELAPAN DATA TANDA VITAL MENGGUNAKAN …
The ability to predict patterns of Cardiac Arrest with high accuracy can significantly contribute to more effective prevention and treatment. This research focuses on predicting patterns of Cardiac Arrest based on eight vital sign data using Recurrent Neural Network (RNN) methods with LSTM and Bi-LSTM architectures. In order to address the issue of imbalanced data, undersampling techniques and …
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- xiv, 71 hlm.; Ilus.; 29 cm
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- T1135692023
DETEKSI OBJEK THALAMI DAN HYPOCAMPAL GYRUS PADA KEPALA JANIN MENGGUNAKAN METO…
Ultrasonography (USG) is a process or procedure in taking an object in a certain part of the body by taking high-frequency sound waves. Objects obtained from ultrasound results will be used in this study. This study uses a Convolutinonal Neural Network (CNN) to detect Transthalamic objects. This study aims to compare the detection results from previous studies using the Faster R-CNN with a new …
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- xvii, 106 hlm.; Ilus.; 29 cm
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- T1283342023
SEGMENTASI SEMANTIK MULTICLASS PADA CITRA PRA-KANKER SERVIKS MENGGUNAKAN DEEP…
Artificial Intelligence (AI) technology in the field of Computer Vision (CV) can be utilized to detect cervical cancer using the Image Segmentation approach. With the advancement of technology, image segmentation processes can be implemented using Deep Learning (DL) models. This research utilizes the U-Net architecture with backbones for pre-cervical cancer semantic image segmentation. There ar…
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- xiii, 69 hlm.; Ilus.; 29 cm
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- T1249632023
PENERAPAN INTRUSION DETECTION SYSTEM DENGAN MENGGUNAKAN GATED RECURRENT UNIT …
Distributed Denial of Service or commonly abbreviated as DDoS is an attack commonly used by hackers to stop legitimate users from accessing certain network services and continue to send traffic to the target system continuously. DDoS attacks are usually carried out in two phases, namely the intuition phase where the attacker makes arrangements to launch the attack by creating a botnet which is …
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- xi, 92 hlm.; ilus.; 29 cm
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- T1277372023
VISUALISASI POLA TRAFIK JARINGAN PADA LAYANAN TELECONFERENCE (ZOOM) DENGAN ME…
Video conferencing is a multimedia communication service that provides simultaneous video, audio and data communication services. Video conferencing is used for long-distance communication that brings together two or more people by utilizing broadband services. Recently, due to the impact of Covid-19, video conferencing services have been widely used by the national and international community.…
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- xv, 40 hlm.; Ilus.; 29 cm
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- T1291672023
ANALISIS STABILITAS PADA SISTEM TRANSAKSI IOTA
The IOTA Tangle is a novel distributed ledger technology designed to address the unique challenges posed by the Internet of Things (IoT) ecosystem. The IOTA Tangle employs a Directed Acyclic Graph (DAG) structure, offering scalability, feelessness, and improved transaction throughput. The stability of transactions within the IOTA Tangle is a critical aspect of its distributed ledger system. As …
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- xvii, 105 hlm.;Ilus.; 29 cm
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- T1261972023
PENERAPAN METODE MIN MAX STOCK UNTUK PENGENDALIAN PERSEDIAAN STOCK BARANG BER…
With the development of information technology regarding supply chain management to control data directly related to information technology, inventory control cannot be successful solely relying on information. A support system is needed to estimate the addition of the number of stock items, so that the stock items can be more aligned with the sales of goods. Supply chain management includes co…
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- vi, 109 hlm.; ilus.; 29 cm
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- T1230682023
SISTEM DETEKSI OBJEK BAWAH AIR PADA AUTONOMOUS UNDERWATER VEHICLE (AUV) DENGA…
The camera basically has the same characteristics as the human sense of sight (eye) "the eye will only capture the object in the direction where the eye is facing". The point of view of a conventional camera will also only be able to capture the object in front of it. The object detection system with the AUV robot will adjust the motor movement. This camera is shaped like a cable that is attach…
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- v, 26 hlm.; Ilus.; 29 cm
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- T706082020
KLASIFIKASI PENYAKIT JANTUNG BERBASIS CONVOLUTIONAL NEURAL NETWORK MENGGUNAKA…
Heart disease is one of the leading causes of death worldwide and can be identified based on the patterns of electrical activity in the heart using an Electrocardiogram (ECG). The importance of early detection and classification of heart disease has led to the use of innovative methods, such as Convolutional Neural Networks (CNN). The PTB-XL ECG data has been processed and prepared to train and…
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- xvi, 100 hlm.; Ilus.; 29 cm
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- T1262232023
VISUALISASI HASIL MONITORING DAN EVALUASI USER AKSES INTERNET DI FASILKOM UNSRI
Internet networks have become a vital infrastructure of modern life, connecting devices around the world. The internet enables information exchange, communication and access to digital resources globally. However, internet networks also face a number of issues that need attention. Network analysis is needed in monitoring internet networks that have busy internet activity and extensive communica…
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- xiv, 86 hlm.; ilus.; 29 cm
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- T1285262023
IMPLEMENTASI KEAMANAN DATA PADA SUPPLY CHAIN MANAGEMENT MENGGUNAKAN METODE BL…
Blockchain merupakan teknologi yang berkembang dengan pesat dengan teknologi keamanan data yang akan meningkatkan kepercayaan suatu pengguna melalui sistem yang terdistribusi. Blockchain terdapat fitur transparan akan menghasilkan informasi tertanam yang akan menghasilkan data yang akurat. Berdasarkan fitur yang dimiliki, Blockchain dimanfaatkan dalam bidang lainnya contohnya supply chain manag…
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- xv, 83 hlm.; ilus.; 29 cm
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- T1051652023
PENERAPAN ALGORITMA K-NEAREST NEIGHBOR UNTUK PENENTUAN LOKASI DAN METODE FUZZ…
Supply Chain Management is the key to the excellence of a company. Good management can provide significant benefits in terms of cost, efficiency, and customer satisfaction. RFID systems utilize data retrieval by determining the target tag position for an object. The RSSI value indicates the signal strength processed by KNN to calculate the estimated position and error value of each other. As we…
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- viii, 103 hlm.; ilus.; 29 cm
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- T933112023
PENGAMANAN PESAN PADA MEDIA CITRA MENGGUNAKAN RANDOM LSB
Delivering information using internet media requires a level of data security, so that data cannot be accessed by unauthorized people so that it’s confidentiality is maintained. There are several ways to maintain data security, one of which is the steganography technique. In steganopgrapy there are many methods, one of which is often used is the Least Significant Bit (LSB), but if only use LS…
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- xv, 82 hlm.; ilus.; 29 cm
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- T609702021
IMPLEMENTASI PENDETEKSI PESAWAT MENGGUNAKAN RADAR T-WIPP3 DAN RASPBERRY PI3
ADS-B is a detection technology where each aircraft via its own transponder transmits information about altitude, position, speed, direction, and other information every second every second to ground stations and other aircraft. This information is obtained from information (GPS), or Flight Management System (FMS) backups on board, respectively. This research focuses on Radar T – WIPP3 and AD…
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- xii, 64 hlm.; ilus.; 29 cm
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- T751812021
EVALUASI KEPUASAN PENGGUNA PADA WEBSITE PALTV (PALTV.CO.ID/ONLINE) DENGAN MET…
The problems that exist in PT. Sumeks PalTV, where it is suspected that the decrease viewers on the PalTV website (paltv.co.id/online) was caused by the cessation of content operations on the site as well as a lack of human resources. To find out what the problem was, an interview was conducted with Mr. Rizal as the marketing department and Mr. Bastoni as the IT department at PalTV. The author …
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- xv, 82 hlm.; ilus.; 29 cm
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- T732142021
DETEKSI JANTUNG ANAK MENGGUNAKAN DEEP LEARNING
USG or Ultrasonography is a non-invasive medical imaging method that uses high-frequency sound waves to visualize organs, tissues, and structures in the human body, including the hearts of children. This research involves a learning process using deep learning with the Convolutional Neural Network (CNN) architecture called You Only Look Once (YOLO). A total of 11 models from YOLOv7 and YOLOv8 w…
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- xi, 110 hlm.; ilus.; 29 cm
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- T1228572023
PERBANDINGAN METODE RANDOM FOREST DIOPTIMASI DENGAN GENETIK ALGORITMA DAN MET…
Technological advancements provide many capabilities to minimize traffic congestion, allow drivers to find the most efficient route and eliminate congestion on the road. Smart transportation in smart cities is an important milestone in technological advancement. To support smart transportation, it is necessary to utilize machine learning to determine the best route. This research focuses on uti…
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- xvii, 150 hlm.; ilus.; 29 cm
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- T1247132023
KOMPARASI PADA CLUSTERING DATA LOG BLOCKCHAIN PERFORMANCE MONITORING CITA DAN…
CITA is a high-performance blockchain system for enterprises with 6 microservices (RPC, Auth, Consensus, Chain, Executor, Network) that exchange information through Message Bus. Message Bus uses RabbitMQ message broker platform for message queue processing. Both datasets in the form of hardware performance logs from CITA and RabbitMQ are clustering with the Mean Shift algorithm, which does not …
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- xv, 55 hlm.; ilus.; 29 cm
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- T1265312023
PENERAPAN SMART TRANSPORTATION PADA SMART CITY UNTUK MENENTUKAN RUTE TERBAIK …
Every year, traffic jams get worse as more and more vehicles fill the roads, causing delays for drivers. The solution to this problem is the implementation of Smart Transportation in Smart City which can determine the best route for drivers. To create this system, the You Only Look Once version 8 (YOLOv8) algorithm is used to count the number of vehicles in CCTV footage, while a Recurrent Neura…
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- xviii, 131 hlm.; ilus.; 29 cm
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- T1267832023
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