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TELKOMNIKA Telecommunication Computing Electronics and Control
One-shot learning Batak Toba character recognition using siamese neural network
Siamese neural network (SINN) is an image processing model that compares
the scores of two patterns. The SINN algorithm is a combination of the use
of the double convolutional neural network (CNN) algorithm. By combined
SINN with a one-shot…
the scores of two patterns. The SINN algorithm is a combination of the use
of the double convolutional neural network (CNN) algorithm. By combined
SINN with a one-shot…
TELKOMNIKA Telecommunication Computing Electronics and Control
Ensemble learning approach for multi-class classification of Alzheimer’s stages using magnetic resonance imaging
Alzheimer’s disease (AD) is a gradually progressing neurodegenerative
irreversible disorder. Mild cognitive impairment convertible (MCIc) is the
clinical forerunner of AD. Precise diagnosis of MCIc is essential for
effective treatments to reduce…
irreversible disorder. Mild cognitive impairment convertible (MCIc) is the
clinical forerunner of AD. Precise diagnosis of MCIc is essential for
effective treatments to reduce…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
LPCNN: convolutional neural network for link prediction based on network structured features
In a social network (SN), link prediction (LP) is the process of estimating
whether a link will exist in the future. In prior LP papers, heuristics score
techniques were used. Recent state-of-the-art studies, like Wesfeiler-Lehman neural machine…
whether a link will exist in the future. In prior LP papers, heuristics score
techniques were used. Recent state-of-the-art studies, like Wesfeiler-Lehman neural machine…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Static-gesture word recognition in Bangla sign language using convolutional neural network
Sign language is the communication process of people with hearing
impairments. For hearing-impaired communication in Bangladesh and parts of India, Bangla sign language (BSL) is the standard. While Bangla is one of the most widely spoken languages…
impairments. For hearing-impaired communication in Bangladesh and parts of India, Bangla sign language (BSL) is the standard. While Bangla is one of the most widely spoken languages…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Towards more accurate and efficient human iris recognition model using deep learning technology
In this study, an end-to-end human iris recognition system is presented to automatically identify individuals for high level of security purposes.
The deep learning technology based new 2D convolutional neural network (CNN) model is introduced for…
The deep learning technology based new 2D convolutional neural network (CNN) model is introduced for…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Detection of image manipulation with convolutional neural network and local feature descriptors
In recent times, numerous digital image manipulation detection approaches have been proposed to detect which processing operations were applied to manipulate digital images. Most of these approaches consider the situation in which an image is…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Classification of heart disease based on PCG signal using CNN
Cardiovascular disease is the leading cause of death in the world, so early
detection of heart conditions is very important. Detection related to
cardiovascular disease can be conducted through the detection of heart
signals interference, one of…
detection of heart conditions is very important. Detection related to
cardiovascular disease can be conducted through the detection of heart
signals interference, one of…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cervical cancer classification using convolutional neural network-support vector machine
Cervical cancer is the second most common cancer in women worldwide,
and occurs when there are presences of abnormal cells in the cervix, which
continue to grow uncontrollably. In the early stages, cervical cancer
indications are not perceptible;…
and occurs when there are presences of abnormal cells in the cervix, which
continue to grow uncontrollably. In the early stages, cervical cancer
indications are not perceptible;…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Development smart eyeglasses for visually impaired people based on you only look once
Visually impaired people are facing many problems in their life. One of
these problems is how they can find the objects in their indoor environment. This research was presented to assists visually impaired people in finding the objects in office.…
these problems is how they can find the objects in their indoor environment. This research was presented to assists visually impaired people in finding the objects in office.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Classification of water stress in cultured Sunagoke moss using deep learning
Water stress greatly determines plant yield as it affects plant metabolism,
photosynthesis rate, chlorophyll content index, number of leaves,
physiological, biochemical compound, and vegetative growth. The research
aimed to detect and classify…
photosynthesis rate, chlorophyll content index, number of leaves,
physiological, biochemical compound, and vegetative growth. The research
aimed to detect and classify…