SEGMENTASI PEMBULUH DARAH PADA CITRA RETINA MENGGUNAKAN METODE CONVOLUTIONAL …

The U-Net architecture has a fairly deep network. The addition of layers in the U-Net architecture network can increase the complexity of the U-Net network which can affect the training time to be …

DETEKSI MALWARE PADA FILE PORTABLE DOCUMENT FORMAT (PDF) DENGAN BYTE FREQUENC…

Portable Document Format (PDF) files as well as files in several other formats such as (.docx, .hwp and .jpg) are often used to conduct cyber attacks. According to VirusTotal, PDF ranks fourth amon…

DETEKSI LESI PRA-KANKER SERVIKS PADA CITRA KOLPOSKOPI MENGGUNAKAN CONVOLUTION…

Deteksi lesi pra-kanker serviks memegang peran krusial dalam menganalisis citra medis untuk diagnosa yang tepat. Keterbatasan pengamatan visual mendorong perlunya deteksi berbasis komputer. Penelit…

KLASIFIKASI SINYAL EEG UNTUK MENGENALI JENIS EMOSI MENGGUNAKAN RECURRENT NEUR…

Penelitian ini berfokus pada eksplorasi mendalam dan analisis tentang penerapan dua jenis Recurrent Neural Network (RNN), yakni Long Short-Term Memory (LSTM) dan Gated Recurrent Unit (GRU). Dua mod…

CLUSTERING SERANGAN MAN IN THE MIDDLE (MITM) PADA BLOCKCHAIN BERBASIS CHAIN D…

Network security on Internet of Thing (IoT) devices in the IoT development process may open rooms for hackers and other problems if not properly protected, particularly in the addition of internet …

KLASIFIKASI JENIS EMOSI MENGGUNAKAN DEEP LEARNING BERDASARKAN SINYAL ELECTROE…

This research focuses on in-depth exploration and analysis of the application of three types of deep learning, namely Convolutional Neural Networks (CNN), Bidirectional LSTM (BI-LSTM) and Deep Neur…

SEGMENTASI RUANG JANTUNG DALAM KONDISI KARDIOMEGALI MENGGUNAKAN METODE CONVOL…

Kardiomegali merupakan penyakit yang tidak memiliki tanda atau gejala pada beberapa penderitanya dan kemungkinan memiliki gejala seperti sesak napas, detak jantung tidak normal (aritmia), dan edema…

INSTANCE SEGMENTATION PADA MAGNETIC RESONANCE IMAGING TUMOR OTAK MENGGUNAKAN …

Pencitraan medis, seperti MRI, berperan penting dalam mensegmentasi tumor otak, tetapi banyak tugas yang masih bergantung pada penilaian manual yang memakan waktu. Oleh karena itu, dibutuhkan segme…

DEEP LEARNING BERBASIS CONVOLUTIONAL NEURAL NETWORK UNTUK PENGENALAN POLA PAR…

Partial discharge (PD) activity measurements have been carried out by selecting noise signals (de-noising) using Support Vector Machine (SVM)and then recognized using Convolutional Neural Network (…

KLASIFIKASI SINYAL EEG EPILEPSI MENGGUNAKAN HYBRID CONVOLUTIONAL NEURAL NETWO…

Kejang epilepsi merupakan salah satu gangguan sistem saraf pusat otak yang memiliki banyak gejala, seperti kehilangan kesadaran, perilaku yang tidak biasa dan kebingungan. Dalam banyak kasus, gejal…

PENGENALAN KEPRIBADIAN MELALUI TULISAN TANGAN MENGGUNAKAN CONVOLUTIONAL NEURA…

A person's handwriting is different and unique, even though it looks similar it is certainly not the same as someone else's writing. One's personality traits can be identified based on handwriting.…

KOMBINASI FUZZY C-MEANS DAN TOPSIS UNTUK PEMERINGKATAN PERGURUAN TINGGI DI LE…

Prior to now , the ranking of higher education institutions, particularly those at the Regional II Palembang Higher Education Service Institution, was based on one component of the work unit's crit…

KLASIFIKASI KEMIRIPAN SUARA REKAMAN MENGGUNAKAN METODE MEL-FREQUENCY CEPSTRAL…

Teknologi saat ini telah mendominasi berbagai bidang mulai dari pendidikan, perkantoran, komersial, industri bahkan hukum. Dengan kemajuan teknologi informasi kebutuhan manusia akan tersedia dengan…

PENENTUAN POLA PEMINJAMAN BUKU DI PERPUSTAKAAN DENGAN VERIFIKASI HASIL DATA P…

Since the outbreak of Covid in 2019, library visitors have decreased drastically, resulting in insufficient data and library staff unable to sort books according to visitor criteria on a regular ba…

ANALISIS PERBANDINGAN METODE CNN-LSTM-GRU DALAM DIAGNOSIS PASIEN SKIZOFRENIA …

Schizophrenia (SZ) is a brain disease with a chronic condition that affects the ability to think. Common symptoms that are often seen in this disorder are hallucinations, delusions, abnormal behavi…

KLASIFIKASI PENYAKIT KULIT DERMATITIS ATOPIK DAN PSORIASIS MENGGUNAKAN METODE…

Skin is the one of the body parts that play a large role in human physical body. There are so many functions of the skin such as offering protection against fungal infection, bacteria, allergy, vir…

DIAGNOSA PENDERITA SKIZOFRENIA MELALUI SINYAL EEG-1D MENGGUNAKAN CONVOLUTIONA…

Schizophrenia is a mental disorder that generally appears in the form of auditory hallucinations, paranoia, or disorganized speech and thinking. Schizophrenia can be diagnosed using an EEG signal e…

ANALISA KOMPARASI PEMODELAN PENGENDALIAN FORMASI MULTI-ROBOT DENGAN MENGGUNAK…

Multi robot merupakan robot yang terdiri dari beberapa robot yang saling terhubung serta dapat berkomunikasi dan berkolaborasi satu sama lain untuk menyelesaikan suatu tujuan dengan kesamaan fisik …

KLASIFIKASI CITRA HIPERSPEKTRAL PADA TUTUPAN LAHAN MENGGUNAKAN 3D CONVOLUTION…

Land cover with hyperspectral satellite imagery can provide accurate information in the earth surface monitoring activities. Various studies have been developed on the land cover hyperspectral imag…

KLASIFIKASI LESI PRA-KANKER SERVIKS MELALUI CITRA MEDIS IVA MENGGUNAKAN METO…

The high-level infection of Human Papilloma Virus (HPV) causes cervical cancer to become the second most common disease that affects women, especially in low-middle income countries (LMICs), includ…

SEGMENTASI DAN KLASIFIKASI PENYAKIT PARU-PARU MENGGUNAKAN CONVOLUTIONAL NEURA…

Various kinds of lung diseases have become the main cause of death and the cause of many respiratory system complications that result in the death of millions of people every year. The use of medic…

PENGENALAN CITRA WAJAH MENGGUNAKAN MINIMUM DISTANCE CLASSIFIER BERDASARKAN PR…

The combination of Principal Component Analysis (PCA) and Minimum Distance Classifier methods in face recognition can work well on more than one standard datasets. The addition of pre-processing st…

CREDIT SCORING MENGGUNAKAN ALGORITMA CLASSIFICATION AND REGRESSION TREE (CART…

Berbagai teknik statistik dan machine learning telah digunakan untuk mengembangkan model prediksi keuangan .Dalam hal ini Penilaian kredit sangat berkaitan erat dalam hal prediksi kelayakan kredit.…

KOMBINASI GRAVITATIONAL SEARCH ALGORITHM DENGAN ALGORITMA BACKPROPAGATION NEU…

Pengembangan diagnosis medis berdasarkan pembelajaran mesin dalam hal prediksi penyakit memberikan diagnosis yang lebih akurat dibandingkan dengan cara tradisional. Dalam hal memprediksi penyakit d…

OPTIMASI POWER NORMALIZED CEPSTRAL COEFFICIENTS DAN GROWING SELF ORGANIZING M…

Speech recognition system is a technology that allows devices to recognize words by digitizing words and matching digital signals with certain patterns stored in computer devices. The purpose of th…

ANALISIS SENTIMEN E-WALLET DI TWITTER MENGGUNAKAN SUPPORT VECTOR MACHINE DAN …

Grouping of positive or negative sentiments in text reviews is increasingly being done automatically for identification. The selection of features in the classification is a problem that is often n…

PREDIKSI AKURASI KEMENANGAN PADA PERMAINAN POKER MENGGUNAKAN ALGORITMA C5.0 D…

In the era of information technology, a lot of data can be taken from human activities based on computer systems. However, the system is not only found on computers, but in all areas of human life,…

PENINGKATAN AKURASI KLASIFIKASI PENYAKIT JANTUNG MENGGUNAKAN BACKPROPAGATION …

One of the non-communicable diseases that is susceptible to occur, especially when an individual is of a productive age, is heart disease. Death cases caused by heart disease based on data obtained…

SISTEM KLASIFIKASI LESI KULIT PADA CITRA DERMOSCOPY BERBASIS CONVOLUTIONAL NE…

Edition

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ISBN/ISSN

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Collation

xvi, 215 hlm.; ilus., tab: 28 cm

Series Title

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Call Number

T312052020