5G traffic prediction based on deep learning
Z Gao - Computational Intelligence and Neuroscience, 2022 - Wiley Online Library
The demand of wireless access users is increasing explosively. The 5G network traffic is
increasing exponentially and showing a trend of diversity and heterogeneity, which makes …
increasing exponentially and showing a trend of diversity and heterogeneity, which makes …
[PDF][PDF] Grid search of multilayer perceptron based on the walk-forward validation methodology
Multilayer perceptron neural network is one of the widely used method for load forecasting.
There are hyperparameters which can be used to determine the network structure and used …
There are hyperparameters which can be used to determine the network structure and used …
[PDF][PDF] The varying threshold values of logistic regression and linear discriminant for classifying fraudulent firm
The aim of the research is to find the best performance both of logistic regression and linear
discriminant which their threshold uses some various values. The performance tools used …
discriminant which their threshold uses some various values. The performance tools used …
[PDF][PDF] ANN based method for improving gold price forecasting accuracy through modified gradient descent methods
Forecast of prices of financial assets including gold is of considerable importance for
planning the economy. For centuries, people have been holding gold for many important …
planning the economy. For centuries, people have been holding gold for many important …
Building multiclass classification model of logistic regression and decision tree using the chi-square test for variable selection method
WH Nugroho, S Handoyo, YJ Akri… - Journal of Hunan …, 2022 - jonuns.com
The growth and development of children under five (toddlers) affect their health conditions.
Each region uniquely identifies the main factors influencing the toddler's health condition …
Each region uniquely identifies the main factors influencing the toddler's health condition …
[PDF][PDF] A heuristic feature selection in logistic regression modeling with newton raphson and gradient descent algorithm
S Handoyo, N Pradianti, WH Nugroho… - International Journal of …, 2022 - researchgate.net
Binary choices, such as success or failure, acceptance or rejection, high or low, heavy or
light, and so on, can always be used to express decision-making. Based on the known …
light, and so on, can always be used to express decision-making. Based on the known …
Parallel Manipulator Double Stage Calibration Based on Adaptive Kalman Filter
With the widespread implementation of parallel manipulators particularly for accurate high-
load tasks, reliable parameter calibration has become significantly important. In this article …
load tasks, reliable parameter calibration has become significantly important. In this article …
CLPREM: A real-time traffic prediction method for 5G mobile network
X Wu, C Wu - Plos one, 2024 - journals.plos.org
Network traffic prediction is an important network monitoring method, which is widely used in
network resource optimization and anomaly detection. However, with the increasing scale of …
network resource optimization and anomaly detection. However, with the increasing scale of …
Implementation of Fuzzy Inference System for Classification of Dengue Fever on the villages in Malang
S Handoyo, H Kusdarwati - IOP Conference Series: Materials …, 2019 - iopscience.iop.org
Dengue fever is a disease that must be watched out and early preventive measures are
taken so the spread of this disease can be reduced. An early preventive dengue fever can …
taken so the spread of this disease can be reduced. An early preventive dengue fever can …
Modeling treshold liner in transfer function to overcome non normality of the errors
H Kusdarwati, S Handoyo - IOP Conference Series: Materials …, 2019 - iopscience.iop.org
The purposes of the paper are to apply a model of Double Seasonal
AutoregressiveIntegrated Moving Average with transfer function (DSARIMAX) on the number …
AutoregressiveIntegrated Moving Average with transfer function (DSARIMAX) on the number …