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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Unidirectional-bidirectional recurrent networks for cardiac disorders classification
The deep learning approach of supervised recurrent network classifiers model,
i.e., recurrent neural networks (RNNs), long short-term memory (LSTM), and
gated recurrent units (GRUs) are used in this study. The unidirectional and
bidirectional for…
i.e., recurrent neural networks (RNNs), long short-term memory (LSTM), and
gated recurrent units (GRUs) are used in this study. The unidirectional and
bidirectional for…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
The comparison study of kernel KC-means and support vector machines for classifying schizophrenia
Schizophrenia is one of mental disorder that affects the mind, feeling,
and behavior. Its treatment is usually permanent and quite complicated;
therefore, early detection is important. Kernel KC-means and support vector machines are the methods…
and behavior. Its treatment is usually permanent and quite complicated;
therefore, early detection is important. Kernel KC-means and support vector machines are the methods…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Author identification in bibliographic data using deep neural networks
Author name disambiguation (AND) is a challenging task for scholars who
mine bibliographic information for scientific knowledge. A constructive
approach for resolving name ambiguity is to use computer algorithms to
identify author names. Some…
mine bibliographic information for scientific knowledge. A constructive
approach for resolving name ambiguity is to use computer algorithms to
identify author names. Some…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
IoT-based guppy fish farming monitoring and controlling system
Nowadays, monitoring of guppy fish farming is still done manually.
A monitoring and control system is needed to make it easier for guppy fish farmers. This system consists of a sensor module and monitoring module. Sensor module detects the value of…
A monitoring and control system is needed to make it easier for guppy fish farmers. This system consists of a sensor module and monitoring module. Sensor module detects the value of…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Transfer learning with multiple pre-trained network for fundus classification
Transfer learning (TL) is a technique of reuse and modify a pre-trained network. It reuses feature extraction layer at a pre-trained network. A target domain in TL obtains the features knowledge from the source domain. TL modified classification…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Smart parking management system using SSGA MQTT and real-time database
Smart parking system as a part of smart city development has been widely proposed with several research. In this research, proposed a system of parking management application that functions to monitor and control the location of parking slot that can…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
2D mapping using omni-directional mobile robot equipped with LiDAR
A room map in a robot environment is needed because it can facilitate
localization, automatic navigation, and also object searching. In addition,
when a room is difficult to reach, maps can provide information that is helpful to humans. In this…
localization, automatic navigation, and also object searching. In addition,
when a room is difficult to reach, maps can provide information that is helpful to humans. In this…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Single camera depth control in micro class ROV
Navigation is one of the main challenges in an underwater vehicle.
To measure and sustain the depth in the micro class remotely operated
vehicle (ROV) robot is one of the main demands in the underwater robot
competition. There are many sensors…
To measure and sustain the depth in the micro class remotely operated
vehicle (ROV) robot is one of the main demands in the underwater robot
competition. There are many sensors…
A dangerously underrated entity? Nonspecific complaints at emergency department presentation are associated with utilisation of less diagnostic resources
Background: Patients presenting with non-specific complaints (NSC), such as generalised weakness, or feeling
unwell, constitute about 20% of emergency care consultations. In contrast to patients presenting with specific
symptoms, these patients…
unwell, constitute about 20% of emergency care consultations. In contrast to patients presenting with specific
symptoms, these patients…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
An improvement of Gram-negative bacteria identification using convolutional neural network with fine tuning
This paper proposes an image processing approach to identify Gram-negative bacteria. Gram-negative bacteria are one of the bacteria that cause lung lobe damage-bacterial samples obtained through smears of the patient's sputum. The first step…