Browse Items (35 total)
- Collection: Vol. 19, No. 5 2021
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TELKOMNIKA Telecommunication, Computing, Electronics and Control
A maximum entropy classification scheme for phishing detection using parsimonious features
Over the years, electronic mail (e-mail) has been the target of several
malicious attacks. Phishing is one of the most recognizable forms of
manipulation aimed at e-mail users and usually, employs social engineering
to trick innocent users into…
malicious attacks. Phishing is one of the most recognizable forms of
manipulation aimed at e-mail users and usually, employs social engineering
to trick innocent users into…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A novel design of circularly polarized pentagonal planar antenna for ISM band applications
This paper presents a new circular polarized micro-strip antenna with a
pentagonal shape radiator. The proposed antenna is designed to operate in the
industrial scientific medical (ISM) band at the frequency of 2.45GHz for
Wireless applications.…
pentagonal shape radiator. The proposed antenna is designed to operate in the
industrial scientific medical (ISM) band at the frequency of 2.45GHz for
Wireless applications.…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Analysis of FAM in satisfaction of inpatient services
Patients are the main object who must get the best service at a hospital, because
the quality of hospital services determines the recovery of a patient and the
quality of the hospital. The quality of hospital services has two components,
namely…
the quality of hospital services determines the recovery of a patient and the
quality of the hospital. The quality of hospital services has two components,
namely…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Analysis of frequent itemset generation based on trie data structure in Apriori algorithm
Apriori is one technique of data mining association rules that aims to extract
correlations between sets of items in the transaction database. The main
problem with the Apriori algorithm is the process of scanning databases
repeatedly to generate…
correlations between sets of items in the transaction database. The main
problem with the Apriori algorithm is the process of scanning databases
repeatedly to generate…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Analysis of the reliability of the components of a multiservice communication network based on the theory of fuzzy sets
The article presents the results of modeling the solution to the problem of
determining the reliability of the components of a multiservice communication
network (MCN) based on the theory of fuzzy sets. The main characteristics of
the equipment…
determining the reliability of the components of a multiservice communication
network (MCN) based on the theory of fuzzy sets. The main characteristics of
the equipment…
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
Classification of EEG signals for facial expression and motor execution with deep learning
Recently, algorithms of machine learning are widely used with the field of
electroencephalography (EEG) brain-computer interfaces (BCI). The
preprocessing stage for the EEG signals is performed by applying the
principle component analysis (PCA)…
electroencephalography (EEG) brain-computer interfaces (BCI). The
preprocessing stage for the EEG signals is performed by applying the
principle component analysis (PCA)…
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
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…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparative and analysis of evaluation of several direction of arrival estimation methods
Modern-day, global, and clever array systems have several distinguished
approaches with regard to a wireless device. In this paper, a comparative
analysis has been carried out amongst nine direction of arrival (DOA)
algorithms: Capon, multiple…
approaches with regard to a wireless device. In this paper, a comparative
analysis has been carried out amongst nine direction of arrival (DOA)
algorithms: Capon, multiple…