Browse Items (27 total)
- Collection: Vol. 20, No. 5 2022
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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Multi-threaded approach in generating frequent itemset of Apriori algorithm based on trie data structure
This research is about the application of multi-threaded and trie data
structures to the support calculation problem in the Apriori algorithm.
The support calculation results can search the association rule for market basket analysis problems. The…
structures to the support calculation problem in the Apriori algorithm.
The support calculation results can search the association rule for market basket analysis problems. The…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Identification of human resource analytics using machine learning algorithms
Employee attrition is one of the most significant business issues in human resource (HR) analytics. This research aims to identify the most critical elements that contribute to employee attrition. Businesses operate heavily on employee training in…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Hybrid features selection method using random forest and meerkat clan algorithm
In the majority of gene expression investigations, selecting relevant genes for sample classification is considered a frequent challenge, with researchers attempting to discover the minimum feasible number of genes while yet achieving excellent…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A stochastic algorithm for solving the posterior inference problem in topic models
Latent Dirichlet allocation (LDA) is an important probabilistic generative
model and has usually used in many domains such as text mining, retrieving information, or natural language processing domains. The posterior inference is the important…
model and has usually used in many domains such as text mining, retrieving information, or natural language processing domains. The posterior inference is the important…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A proton-exchange membrane fuel cell and ultra-capacitor system model for stand-alone residential applications
Energy consumption by sector in Malaysia is rising significantly, especially for residential and commercial sectors, and is expected to continue to increase in the upcoming years. The existing power generated from a proton-exchange membrane fuel cell…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
A secure telemedicine electronic platform based on lightweight cryptographic approachcommunication, Computing, Electronics and Control
Telemedicine platforms have emerged as one of the most harnessed studies in recent years, especially after the spread of pandemics. Due to the epidemic, telemedicine distribution to rural or isolated areas has become an urgent need. However, there…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Model design to develop online web based questionnaire
This research aims to create a web-based application for sharing questionnaires. The developed features are creating questionnaires, sharing questionnaire in the dashboard, filter the questionnaire as the requested criterias, exchange the rewarded…
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
Knowing group motivation using Bolzano method on PageRank computation
On the e-learning system, student assignments are collected, but problems arise that based on observations from two classes of database courses, 73% of students make plagiarism so lecturers need to give motivation to students. Self motivate is needed…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Cervical cancer diagnosis based on cytology pap smear image classification using fractional coefficient and machine learning classifiers
Doctors and pathologists have long been concerned about determining the malignancy from cell images. This task is laborious, time-consuming and needs expertise. Due to this reason, automated systems assist pathologists in providing a second opinion…