MULTI CLASSIFICATION PADA SISTEM PENDETEKSI SERANGAN SIBER MENGGUNAKAN LSTM V…
Long Short Term Memory, metode pendeteksi serangan siber dengan kemampuan memproses urutan data dan mengingat informasi dalam rentang waktu panjang. Namun, LSTM tidak dapat secara efektif mengingat…
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- xxii, 222 hlm.; Ilus.; 29 cm
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- T1381962024
KLASIFIKASI SERANGAN DDOS PADA JARINGAN IOT DENGAN MENGGUNAKAN ALGORITMA K-NE…
In recent years, Internet of Things (IoT) sensors have become increasingly integrated into various devices and fields. Therefore, the security of IoT sensors is becoming more vulnerable to attacks.…
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- xiii, 44 hlm.; Ilus.; 29 cm
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- T1385432024
SISTEM PERINGATAN PERGERAKAN MAKHLUK HIDUP PADA KEBUN DENGAN NOTIFIKASI BOT T…
Technology that could be useful in maintaining security in plantation areas should be achievable. It should be able to identify objects and movements within the plantation area. With such a system …
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- xv, 56 hlm.; Ilus.; 29 cm
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- T1416152024
PENINGKATAN KINERJA DELINEASI SINYAL ELEKTROKARDIOGRAM MULTI-LEAD BERBASIS DE…
This research explores the processing of Electrocardiogram (EKG) signals, a field in signal processing that focuses on the analysis, manipulation, and interpretation of recorded electrical activity…
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- xii, 108 hlm.; Ilus.; 29 cm
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- T1393702024
DELINEASI GELOMBANG P DAN RR-INTERVAL PADA SINYAL ELEKTROKARDIOGRAM SINGLE-LE…
This research aims to perform the delineation of P-waves and RR-intervals in single-lead electrocardiogram (ECG) signals using Recurrent Neural Networks (RNN). The ECG signals consist of P, Q, R, S…
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- xiv, 68 hlm.; Ilus.; 29 cm
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- T1382162024
KLASIFIKASI ABNORMALITAS STRUKTUR JANTUNG ANAK DAN VISUALISASI MENGGUNAKAN CO…
The application of artificial intelligence in these days is so much, it is beginning to enter a wide range of fields in the world, one of which is in the field of biomedicine. CNN uses several laye…
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- xv, 83 hlm.; Ilus.; 29 cm
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- T1392842024
IDENTIFIKASI JUMLAH KENDARAAN MENGGUNAKAN YOLO DAN PREDIKSI ARUS LALU LINTAS …
The annual increase in the volume of vehicles, without a corresponding improvement in road infrastructure, has led to detrimental traffic congestion and density. Therefore, this research aims to ad…
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- x, 82 hlm.; Ilus.; 29 cm
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- T1379662024
IDENTIFIKASI KENDARAAN DENGAN MENGGUNAKAN YOLO DAN UNTUK MENENTUKAN KEPADATAN…
The increasing volume of vehicles each year results in an escalating daily traffic volume, leading to issues such as congestion and vehicle density that adversely affect various sectors. Therefore,…
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- xiv, 70 hlm.; Ilus.; 29 cm
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- T1378982024
DETEKSI DAN LOKALISASI CITRA PRA-KANKER SERVIKS MENGGUNAKAN YOLOV7 DENGAN PEN…
This research discusses the implementation of the object detection method You Only Look Once (YOLO), capable of performing detection and localization in the form of object segmentation on an image.…
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- xiii, 28 hlm.; ilus.; 29 cm
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- T1233302023
PENGARUH PENGGUNAAN MEDIA SOSIAL TIKTOK @KEMENPUPR TERHADAP PEMENUHAN KEBUTUH…
Kementerian Pekerjaan Umum dan Perumahan Rakyat adalah salah satu instansi pemerintahan yang menggunakan media sosial tiktok sebagai media komunikas dan publikasi. Sebuah tantangan bagi Biro Komuni…
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- xvi, 75 hlm.; ilus.; 29 cm
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- T1312152023
PENERAPAN ALGORITMA SUPPORT VECTOR MACHINE PADA PLATFORM QUANTUM COMPUTING DA…
The necessity for more efficient computing will increase as technology develops, with quantum computing able to provide more efficient computing power than conventional computing. Technological dev…
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- xiv, 70 hlm.; ilus.; 29 cm
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- T1298912023
DAMPAK DARI MODERASI SIFAT KEPRIBADIAN SISWA SMA NEGERI 1 KOTA JAMBI PADA H…
Globalization has triggered the growth of social media, affecting various layers of society, including school adolescents. While social media provides benefits such as communication and education, …
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- xiv, 59 hlm.; ilus.; 29 cm
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- T1307512023
KLASIFIKASI ABNORMALITAS JANTUNG ANAK DENGAN ARSITEKTUR CONVOLUTIONAL NEURAL …
This study aims to develop a classification model using Convolutional Neural Networks (CNN) architecture to identify heart abnormalities in children. In this study, binary and multi-class CNNs are …
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- xiv, 102 hlm.; ilus.; 29 cm
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- T1052112023
ANALISIS UNIFORM RANDOM WEIGHT PADA IOTA VISUALIZATION.
IOTA is an innovative open-source distributed ledger technology designed to address the challenges posed by the Internet of Things (IoT) ecosystem. Unlike traditional blockchain architectures, IOTA…
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- xvi, 68 hlm.; ilus.; 29 cm
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- T1261812023
PENERAPAN BLOCKCHAIN UNTUK MENGAMANKAN DATA PADA SISTEM SMART HOME.
The technology of the Internet of Things (IoT) has become an essential part of modern life, and its applications in various industries, including smart homes, are rapidly increasing. However, the s…
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- xv, 65 hlm.; Ilus.; 29 cm
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- T1041892023
VISUALISASI SERANGAN UDP FLOOD PADA LAYANAN INTERNET OF THINGS (IOT) MENGGUNA…
The Internet of Things (IoT) is a system for accumulating and transferring data on a physical device that is interconnected to the internet network in order to communicate with each other between d…
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- xiii, 27 hlm.; ilus.; 29 cm
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- T863842023
KLASIFIKASI DAN VISUALISASI ENAM KELAS ABNORMALITAS JANTUNG JANIN MENGGUNAKAN…
The use of Artificial Intelligence (AI) technology in healthcare has brought significant changes in recent years, particularly in disease diagnosis. Deep learning is a popular AI technique used in …
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- xiv, 69 hlm.; ilus.; 29 cm
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- T1035212023
SEGMENTASI RUANG JANTUNG JANIN MENGGUNAKAN METODE YOLACT.
ABSTRACT Ultrasonography (USG) is a non-invasive medical procedure that uses high-frequency sound waves to produce pictures of the internal organs of the human body. This procedure can be used to e…
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- xiii, 78 hlm.; ilus.; 29 cm
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- T1141282023
MULTIVARIATE IMPUTATION TANDA VITAL PASIEN UNIT PERAWATAN INTENSIF MENGGUNAKA…
Missing data is a common problem in vital sign datasets and is one of the most complex topics in computer science. The large number of missing values in the data makes it more difficult to process.…
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- xiii, 64 hlm.; ilus.; 29 cm
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- T1044752023
ANALISIS PERBANDINGAN DETECTION TRAFFIC ANOMALY SERANGAN DDoS IPv4 DENGAN MET…
Anomaly traffic is a condition that results in an abnormality in network traffic. Anomaly detections is a monitoring to monitor the movement that occurs in the network system. DDoS attack or Distri…
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- viii, 74 hlm.; ilus.; 29 cm
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- T924222023
PENERAPAN SISTEM PENENTUAN POSISI DALAM RUANGAN MENGGUNAKAN METODE FINGERPRIN…
Recently, wireless communication is growing rapidly, due to its practicality and the many features that have been developed along with current technological developments, especially features that c…
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- xiii, 84 hlm.; ilus.; 29 cm
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- T1287872023
ANALISA BIG DATA PADA CLUSTER KOMPUTER MENGGUNAKAN KOMPUTASI TERDISTRIBUSI
Along with the development of the era of globalization, the use of technology has been very widespread in various industrial sectors, so data accumulates in a very fast time to grow into large-scal…
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- xvii, 84 hlm.; ilus.; 29 cm
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- T1308762023
DETEKSI TRANSAKSI ANOMALI PADA BLOCKCHAIN DENGAN MENGGUNAKAN METODE DEEP BELI…
In recent years, blockchain technology has found widespread applications across various domains, including cryptocurrency, financial services, and risk management. Cryptocurrency, in particular, ha…
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- xiii, 61 hlm.; ilus.; 29 cm
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- T1308532023
DETEKSI TRANSAKSI ANOMALI PADA BLOCKCHAIN DENGAN MENGGUNAKAN METODE LONG SHOR…
The rapid growth and anonymity offered by cryptocurrencies have made them vulnerable to being used for illegal activities. In this study, Long Short-Term Memory (LSTM) neural network is used to ide…
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- xiii, 64 hlm.; ilus.; 29 cm
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- T1308512023
DETEKSI TRANSAKSI ANOMALI PADA BLOCKCHAIN DENGAN MENGGUNAKAN METODE DEEP NEUR…
Blockchain is a digital data bank that stores transaction data transparently. With so much interest in bitcoin, making bitcoin wallets are an attractive target for hackers. This research uses the D…
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- xiii, 60 hlm.; ilus.; 29 cm
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- T1308542023
DETEKSI MALICIOUS URL PADA FILE BERBASIS FITUR LEKSIKAL MENGGUNAKAN METODE RA…
With the existence of attack models such as phishing and malware distribution, these actions begin by accessing a Uniform Resource Locator (URL) or files containing harmful links within them. A Uni…
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- xiv, 80 hlm.; Ilus.; 29 cm
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- T1278062023
PENERAPAN LIBRARY PYTORCH3D PADA REKONTRUKSI JARINGAN TRANSVENTRIKULAR CITRA …
The reconstruction of two-dimensional images into three-dimensional using transventricular objects plays a crucial role in the medical field, particularly in the diagnosis and treatment within neur…
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- xiii, 54 hlm.; ilus.; 29 cm
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- T1309642023
ANALISIS DATA TIME SERIES UNTUK FORECASTING DATA CYBER ATTACK PADA HONEYPOT M…
Cyber Attack is a crime that attacks computer systems that can shut down or damage information technology services. Every act of attack will have an impact on gaining access to services, manipulati…
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- xiii, 67 hlm.; ilus.; 29 cm
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- T1298992023
OPTIMALISASI PERFORMA ALGORITMA CONVOLUTIONAL NEURAL NETWORK (CNN) DALAM PROS…
One of the threats to the internet network is botnet (robot network). although there are many methods used to detect botnet, but there are still less accurate. this can be seen from the results of …
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- xvii, 95 hlm.; ilus.; 29 cm
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- T1298982023
PEMBAHRUAN SISTEM DETEKSI SERANGAN PORTSCAN BERBASIS LSTM DENGAN PENGIMPLEMEN…
Port Scanning attacks are quite dangerous attacks, this technique can map characteristics, detect open ports and even obtain important information on a network or host to then forward to further at…
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- xvi, 120 hlm.; Ilus.; 21 cm
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- T1298902023
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