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Forecasting the Magnitude Category Based on The Flores Sea Earthquake
Earthquakes are a phenomenon that is still a mystery in terms of predicting events, one of which is the magnitude. As technology
develops, there are many algorithms that can be used as approaches in earthquake forecasting. In the context of…
develops, there are many algorithms that can be used as approaches in earthquake forecasting. In the context of…
Implementation of n-gram Methodology to Analyze Sentiment Reviews for Indonesian Chips Purchases in Shopee E-Marketplace
Chips are a well-known product among Small and Medium Enterprises (SMEs). In order to enhance the quality of chips as
an SME product, sentiment analysis is a crucial step. In this research, sentiment analysis of chip purchases on the Shopee…
an SME product, sentiment analysis is a crucial step. In this research, sentiment analysis of chip purchases on the Shopee…
Sentiment Analysis of Public Acceptance of Covid-19 Vaccines Types in Indonesia using Naïve Bayes, Support Vector Machine, and Long ShortTerm Memory (LSTM)
The Covid-19 vaccination is a government program during the pandemic to create herd immunity so that people become more
productive in their activities. In Indonesia, the Covid-19 vaccination campaign employs a range of vaccines and has sparked
a…
productive in their activities. In Indonesia, the Covid-19 vaccination campaign employs a range of vaccines and has sparked
a…
ANALISIS PERBANDINGAN ALGORITMA KLASIFIKASI EMAIL SPAM MENGGUNAKAN LONG SHORT-TERM MEMORY, NAÏVE BAYES DAN SUPPORT VECTOR MACHINE
Kemajuan dalam bidang teknologi informasi dan komunikasi telah memberikan pengaruh besar terhadap berbagai bagian dari aspek yang ada di kehidupan, salah satunya email. Email atau electronic mail salah satu bentuk komunikasi digital yang paling…
SENTIMENT ANALYSIS ON E-SPORTS FOR EDUCATION CURRICULUM USING NAIVE BAYES AND SUPPORT VECTOR MACHINE
The development of e-sports education is not just playing games, but about start making, development, marketing, research and other forms education aimed at training skills and providing
knowledge in fostering character. The opinions expressed by…
knowledge in fostering character. The opinions expressed by…
TELKOMNIKA Telecommunication Computing Electronics and Control
Competent scene classification using feature fusion of pre-trained convolutional neural networks
In view of the fact that the development of convolutional neural networks
(CNN) and other deep learning techniques, scientists have become more
interested in the scene categorization of remotely acquired images as well as
other algorithms and…
(CNN) and other deep learning techniques, scientists have become more
interested in the scene categorization of remotely acquired images as well as
other algorithms and…
TELKOMNIKA Telecommunication Computing Electronics and Control
Support vector machine based discrete wavelet transform for magnetic resonance imaging brain tumor classification
Here, a brain tumor classification method using the support vector machine
(SVM) algorithm by utilizing discrete wavelet transform (DWT)
transformation and feature extraction of gray-level co-occurrence matrix
(GLCM) and local binary pattern (LBP)…
(SVM) algorithm by utilizing discrete wavelet transform (DWT)
transformation and feature extraction of gray-level co-occurrence matrix
(GLCM) and local binary pattern (LBP)…
TELKOMNIKA Telecommunication Computing Electronics and Control
Digital transformation for shipping container terminals using automated container code recognition
Due to the sweeping waves of global industry development, the number of
containers passing through terminal ports increases every day. Therefore, it
is essential to automate the identification process for the container codes to
replace the manual…
containers passing through terminal ports increases every day. Therefore, it
is essential to automate the identification process for the container codes to
replace the manual…
TELKOMNIKA Telecommunication Computing Electronics and Control
Hybrid convolutional neural networks-support vector machine classifier with dropout for Javanese character recognition
This research paper explores the hybrid models for Javanese character
recognition using 15600 characters gathered from digital and handwritten
sources. The hybrid model combines the merit of deep learning using
convolutional neural networks (CNN)…
recognition using 15600 characters gathered from digital and handwritten
sources. The hybrid model combines the merit of deep learning using
convolutional neural networks (CNN)…
TELKOMNIKA Telecommunication Computing Electronics and Control
A comparison of different support vector machine kernels for artificial speech detection
As the emergence of the voice biometric provides enhanced security and
convenience, voice biometric-based applications such as speaker verification
were gradually replacing the authentication techniques that were less secure.
However, the…
convenience, voice biometric-based applications such as speaker verification
were gradually replacing the authentication techniques that were less secure.
However, the…