PENINGKATAN KINERJA KLASIFIKASI ARITMIA PADA SINYAL FETAL ELEKTROKARDIOGRAM B…
This study aims to improve the performance of arrhythmia classification in deep learning models using the Teaching Learning Based Optimization (TLO) algorithm for feature optimization. The features…
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- xxi, 358 hlm.; ilus.; tab.; 29 cm.
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- T1785852025
ANALISIS EKSTRAKSI FITUR TIME-FREQUENCY DOMAIN UNTUK DETEKSI INFARK MIOKARD M…
The healthcare industry in Indonesia is rapidly developing, particularly in addressing myocardial infarction (heart attack), a medical emergency that requires prompt detection. Common examinations …
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- xvi, 175 hlm.; ilus.; tab.; 29 cm.
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- T1793362025
PENINGKATAN KINERJA KLASIFIKASI ARITMIA BERBASIS DEEP FEATURES DAN TEACHING-L…
This study developed an arrhythmia classification model based on electrocardiogram (ECG) signals using time-domain RR-interval feature extraction techniques and the implementation of Teaching-Learn…
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- xiii, 97 hlm.; ilus.; tab.; 29 cm
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- T1786402025
CLINICAL NAMED ENTITY RECOGNITION PADA DATA BIOMEDIS MENGGUNAKAN MODEL BIDIRE…
Advancements in Natural Language Processing (NLP) have improved the extraction of information from unstructured biomedical text, particularly in recognizing clinical named entities like diseases, g…
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- xvi, 98 hlm.; ilus.; tab.; 29 cm.
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- T1788602025
PREDIKSI PENERIMA BEASISWA KARTU INDONESIA PINTAR KULIAH DENGAN HYBRID BACKPR…
The Indonesia Smart Card (KIP) College Program aims to improve the quality of human resources by providing educational assistance to students from underprivileged families. However, the distributio…
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- xvii, 117 hlm.; ilus.; tab.; 29 cm.
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- T1787952025
ANALISIS EKSTRAKSI FITUR FREQUENCY DOMAIN UNTUK KLASIFIKASI ABNORMALITAS JANT…
Cardiac abnormalities are disorders in heart function that can be detected through electrocardiogram (ECG) signals. This research uses a frequency domain-based feature extraction method with Fast F…
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- xvi, 98 hlm.; ilus.; tab.; 29 cm.
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- T1790142025
SEGMENTASI LUBANG DAN SEPTUM JANTUNG PADA ANAK NON-DOPPLER MENGGUNAKAN DEEP L…
Segmentation of heart holes and septum in pediatric medical images presents a major challenge in medical image analysis to support the diagnosis of congenital heart disease. Congenital heart defect…
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- xiv, 61 hlm.; ilus.; tab.; 29 cm.
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- T1792892025
SEGMENTASI THORAX JANTUNG JANIN DENGAN MENGGUNAKAN YOU ONLY LOOK ONCE
Early detection of fetal heart anomalies, such as cardiomegaly, is critical in prenatal diagnosis. However, manual segmentation of ultrasound (USG) images requires specialized expertise and is time…
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- xxi, 358 hlm.; ilus.; tab.; 29 cm.
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- T1785072025
IMPLEMENTASI ALGORITMA POST-QUANTUM CRYPTOGRAPHY SEBAGAI ENKRIPSI PADA PESAN
Kemajuan teknologi komputasi kuantum telah menimbulkan ancaman serius terhadap keamanan sistem kriptografi konvensional seperti RSA dan ECC yang saat ini digunakan secara luas dalam aplikasi komuni…
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- xiii, 104 hlm.; ilus.; tab.; 29 cm.
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- T1783252025
PENGGUNAAN METODE USER EXPERIENCE QUESTIONNAIRE (UEQ) DALAM ANALISIS USER EXP…
The rapid advancement of digital technology has encouraged telecommunication companies to provide services that are not only functional but also offer an optimal user experience. BIMA+, a digital a…
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- xvii, 117 hlm.; ilus.; tab.; 29 cm
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- T1759522025
IMPLEMENTASI RANDOM FOREST UNTUK DETEKSI KEPADATAN KENDARAAN DAN PREDIKSI RUT…
Traffic congestion is a major problem in Palembang City due to the significant growth in the number of vehicles. This study aims to develop an artificial intelligence-based system in detecting vehi…
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- xvii, 64 hlm.; ilus.; tab.; 29 cm.
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- T1787362025
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, bu…
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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 Onc…
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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 le…
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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…
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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 U…
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- xvi, 166 hlm.; ilus.; tab.; 29 cm.
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- T1778042025
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 targ…
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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. D…
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- xv, 32 hlm.; ilus.; 29 cm
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- T1623352024
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 …
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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 I…
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- xix, 111 hlm.; ill.; tab.; 29 cm.
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- T1734782025
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 …
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- viii, 234 hlm.; ilus.; 29 cm
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- T1628542024
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 wan…
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- xv, 102 hlm.; ilus.; tab.; 29 cm.
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- T1628512024
RULE BASE DENGAN UJI STATISTIK T-STUDENT UNTUK KETUNTASAN BELAJAR DAN HIERARC…
Assessment of learning completion is a crucial aspect in education, but conventional methods are often inaccurate and rigid, especially in accommodating variations in student abilities. This study …
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- x, 44 hlm.; ill.; tab.; 29 cm.
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- T1724302025
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 se…
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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, p…
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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…
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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 e…
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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…
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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 Electr…
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- xv, 112 hlm.; ilus.; tab.; 29 cm.
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- T1702842025
SISTEM DETEKSI CERDAS KEBAKARAN DI KIOS MAKANAN MENGGUNAKAN SMOKE DETECTOR DA…
Preventive measures and early detection of LPG gas leaks, commonly used in households and industries, are necessary to prevent LPG gas leaks. This study developed a smart fire detection system in f…
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- xiv, 99 hlm.; ilus.; 29 cm
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- T1431772024
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