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Predicting Earthquake Magnitudes in Indonesia: Exploring the Potential of the Prophet Algorithm
Research on earthquakes has been extensively conducted by previous studies using various methods and specific discussions. Similarly, research to predict the magnitude of earthquakes that will occur in the future has also been conducted. This study…
MACHINE LEARNING FOR DATA CLASSIFICATION IN INDONESIA REGIONAL ELECTIONS BASED ON POLITICAL PARTIES SUPPORT
In this paper, we discuss the implementation of Machine Learning (ML) to predict the victory of
candidates in Regional Elections in Indonesia based on data taken from General Election Commission
(KPU). The data consist of composition of political…
candidates in Regional Elections in Indonesia based on data taken from General Election Commission
(KPU). The data consist of composition of political…
Predicting hypoglycemia after treatment of hyperkalemia with insulin and glucose (Glu-K60 score)
Background: Hyperkalemia can lead to fatal cardiac arrhythmias. Ten units of intravenous (IV) regular insulin
with 25 g of glucose is the mainstay for treating hyperkalemia. However, the most important complication of this
treatment is…
with 25 g of glucose is the mainstay for treating hyperkalemia. However, the most important complication of this
treatment is…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
New prediction method for data spreading in social networks based on machine learning algorithm
Information diffusion prediction is the study of the path of dissemination of news, information, or topics in a structured data such as a graph. Research in this area is focused on two goals, tracing the information diffusion path and finding the…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Predictions on wheat crop yielding through fuzzy set theory and optimization techniques
Agricultural field’s production is commonly measured through the
performance of the crops in terms of sow amount, climatology, and the type of crop, among other. Therefore, prediction on the performance of the crops can aid cultivators to make…
performance of the crops in terms of sow amount, climatology, and the type of crop, among other. Therefore, prediction on the performance of the crops can aid cultivators to make…
Efect of annual hospital admissions of out-of-hospital cardiac arrest patients on prognosis following cardiac arrest
Background: Although the prognosis of patients treated at specialized facilities has improved, the relationship
between the number of patients treated at hospitals and prognosis is controversial and lacks constancy in those with
out-of-hospital…
between the number of patients treated at hospitals and prognosis is controversial and lacks constancy in those with
out-of-hospital…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Enhancement of student performance prediction using modified K-nearest neighbor
The traditional K-nearest neighbor (KNN) algorithm uses an exhaustive search for a complete training set to predict a single test sample. This procedure can slow down the system to consume more time for huge datasets. The selection of classes for a…
Validity and risk factor analysis for helicopter emergency medical services in Japan: a pilot study
Background: Some emergency departments use triage scales, such as the Canadian Triage and Acuity Scale and
Japan Urgent Stroke Triage Score, to detect life-threatening situations. However, these protocols have not been
used for aeromedical…
Japan Urgent Stroke Triage Score, to detect life-threatening situations. However, these protocols have not been
used for aeromedical…
Ultrasonography indicators for predicting difficult intubation: a systematic review and meta-analysis
Background: Ultrasonography (US) is recently used frequently as a tool for airway assessment prior to intubation
(endotracheal tube (ETT) placement), and several indicators have been proposed in studies with different reported
performances in this…
(endotracheal tube (ETT) placement), and several indicators have been proposed in studies with different reported
performances in this…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Predicting student performance in higher education using multi-regression models
Supporting the goal of higher education to produce graduation who will be a professional leader is a crucial. Most of universities implement intelligent information system (IIS) to support in achieving their vision and mission. One of the features of…