Browse Items (40 total)
- Collection: Vol. 19, No. 1 2021
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TELKOMNIKA Telecommunication, Computing, Electronics and Control
A genetic algorithm approach for predicting ribonucleic acid sequencing data classification using KNN and decision tree
Malaria larvae accept explosive variable lifecycle as they spread across
numerous mosquito vector stratosphere. Transcriptomes arise in thousands of
diverse parasites. Ribonucleic acid sequencing (RNA-seq) is a prevalent gene
expression that has…
numerous mosquito vector stratosphere. Transcriptomes arise in thousands of
diverse parasites. Ribonucleic acid sequencing (RNA-seq) is a prevalent gene
expression that has…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A hybrid naïve Bayes based on similarity measure to optimize the mixed-data classification
In this paper, a hybrid method has been introduced to improve the
classification performance of naïve Bayes (NB) for the mixed dataset and
multi-class problems. This proposed method relies on a similarity measure
which is applied to portions that…
classification performance of naïve Bayes (NB) for the mixed dataset and
multi-class problems. This proposed method relies on a similarity measure
which is applied to portions that…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A proposed cloud-based billers hub using secured e-payments system
Automation of several payment processes from start to end is a challenging
task, particularly when multiple payments from online and offline billers are
involved. In this paper, we introduced a new aggregator system to combine all
billing system…
task, particularly when multiple payments from online and offline billers are
involved. In this paper, we introduced a new aggregator system to combine all
billing system…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
An iterative algorithm for color space optimization on image segmentation
This paper proposes, a novel hybrid color component (HCC) issued from
amounts number of color space with iterative manner, in fact traditional
images obtained by RGB sensor weren’t the effective way in image processing
applications, for this…
amounts number of color space with iterative manner, in fact traditional
images obtained by RGB sensor weren’t the effective way in image processing
applications, for this…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Application of model reduction for robust control of self-balancing two-wheeled bicycle
In recent years, balance control of two-wheeled bicycle has received more
attention of scientists. One difficulty of this problem is the control object is
unstable and constantly impacted by noise. To solve this problem, the authors
often use…
attention of scientists. One difficulty of this problem is the control object is
unstable and constantly impacted by noise. To solve this problem, the authors
often use…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Applying convolutional neural networks for limited-memory application
Currently, convolutional neural networks (CNN) are considered as the most
effective tool in image diagnosis and processing techniques. In this paper, we
studied and applied the modified SSDLite_MobileNetV2 and proposed a
solution to always…
effective tool in image diagnosis and processing techniques. In this paper, we
studied and applied the modified SSDLite_MobileNetV2 and proposed a
solution to always…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cloud computing acceptance among public sector employees
Cloud computing is one of the platforms that drive organisations and users to
be better prepared for a simpler computing platform and offers significant
benefits to the quality of work. The transition from conventional computing to
the virtual…
be better prepared for a simpler computing platform and offers significant
benefits to the quality of work. The transition from conventional computing to
the virtual…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cluster-based information retrieval by using (K-means)- hierarchical parallel genetic algorithms approach
Cluster-based information retrieval is one of the information retrieval (IR)
tools that organize, extract features and categorize the web documents
according to their similarity. Unlike traditional approaches, cluster-based IR is
fast in…
tools that organize, extract features and categorize the web documents
according to their similarity. Unlike traditional approaches, cluster-based IR is
fast in…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Comparison of data recovery techniques on master file table between Aho-Corasick and logical data recovery based on efficiency
Data recovery is one of the tools used to obtain digital forensics from various
storage media that rely entirely on the file system used to organize files in these
media. In this paper, two of the latest techniques of file recovery from…
storage media that rely entirely on the file system used to organize files in these
media. In this paper, two of the latest techniques of file recovery from…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Controller design for gantry crane system using modified sine cosine optimization algorithm
objective of this research paper is to design a control system to optimize
the operating works of the gantry crane system. The dynamic model of the
gantry crane system is derived in terms of trolley position and payload
oscillation, which is…
the operating works of the gantry crane system. The dynamic model of the
gantry crane system is derived in terms of trolley position and payload
oscillation, which is…