Browse Items (39 total)
- Collection: Vol. 19, No. 4 2021
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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Construction of fuzzy radial basis function neural network model for diagnosing prostate cancer
In this paper, we propose a construction of fuzzy radial basis function neural
network model for diagnosing prostate cancer. A fuzzy radial basis function
neural network (fuzzy RBFNN) is a hybrid model of logical fuzzy and neural
network. The…
network model for diagnosing prostate cancer. A fuzzy radial basis function
neural network (fuzzy RBFNN) is a hybrid model of logical fuzzy and neural
network. The…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Customized sorting and packaging machine
India is a country which has a cornerstone of agriculture. And as it comes to
fruit/vegetable sorting and packaging in India, human labor has been a vital
part. With manual hand picking, it is a very laborious task to classify the
quality of…
fruit/vegetable sorting and packaging in India, human labor has been a vital
part. With manual hand picking, it is a very laborious task to classify the
quality of…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Data delivery performance on MongoDB generated by WSN over high data load
Wireless sensor networks (WSN) Environment is a collection of nodes that
sensing and sending data to other nodes in a large number of nodes. One of
the WSN concepts is continuous or periodic data collection, then the data
obtained can be further…
sensing and sending data to other nodes in a large number of nodes. One of
the WSN concepts is continuous or periodic data collection, then the data
obtained can be further…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Deep learning with focal loss approach for attacks classification
The rapid development of deep learning improves the detection and
classification of attacks on intrusion detection systems. However, the
unbalanced data issue increases the complexity of the architecture model. This
study proposes a novel deep…
classification of attacks on intrusion detection systems. However, the
unbalanced data issue increases the complexity of the architecture model. This
study proposes a novel deep…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Design and implementation of a secured SDN system based on hybrid encrypted algorithms
Software defined network suggests centralizing network knowledge in one
network portion by separating the routing (control plane) mechanism from the
transmission network packet operation (data plane). The control plane is
composed of one, two or…
network portion by separating the routing (control plane) mechanism from the
transmission network packet operation (data plane). The control plane is
composed of one, two or…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Detection of brain stroke in the MRI image using FPGA
One of the most important difficulties which doctors face in diagnosing is the
analysis and diagnosis of brain stroke in magnetic resonance imaging (MRI)
images. Brain stroke is the interruption of blood flow to parts of the brain that
causes cell…
analysis and diagnosis of brain stroke in magnetic resonance imaging (MRI)
images. Brain stroke is the interruption of blood flow to parts of the brain that
causes cell…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Dynamic mobile anchor path planning for underwater wireless sensor networks
In an underwater wireless sensor network (UWSN), the location of the sensor
nodes plays a significant role in the localization process. The location
information is obtained by using the known positions of anchor nodes. For
underwater environments,…
nodes plays a significant role in the localization process. The location
information is obtained by using the known positions of anchor nodes. For
underwater environments,…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Effect of random sampling on spectrum sensing for cognitive radio networks
Cognitive radio is a mechanism allowing dynamic access to spectrum
channels. Since its beginnings, researchers have been working on using this
inventive technology to control and manage the spectrum resources.
Consequently, this research field has…
channels. Since its beginnings, researchers have been working on using this
inventive technology to control and manage the spectrum resources.
Consequently, this research field has…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Enhancing text classification performance by preprocessing misspelled words in Indonesian language
Supervised learning using shallow machine learning methods is still a popular
method in processing text, despite the rapidly advancing sector of
unsupervised methodologies using deep learning. Supervised text
classification for application user…
method in processing text, despite the rapidly advancing sector of
unsupervised methodologies using deep learning. Supervised text
classification for application user…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Experimental study of capacity and electrode structure of six cell dynamic lead acid battery
The six cells of the dynamic lead acid battery (DLAB) series have been made
to resemble the accumulator with sulfuric acid single electrolyte. The tank was
filled with 1200 mL of 30% sulfuric acid and circulated through each unit cell
by a…
to resemble the accumulator with sulfuric acid single electrolyte. The tank was
filled with 1200 mL of 30% sulfuric acid and circulated through each unit cell
by a…