Neural Networks
Automated Sleep Stage Detection Based on Recurrence Quantification Analysis Using Machine Learning

Mohammad Karimi Moridani; Atiye Hajiali

Articles in Press, Accepted Manuscript, Available Online from 12 December 2021

https://doi.org/10.22105/jarie.2021.274177.1257

Abstract
  In recent years, the use of intelligent methods for automatic detection of sleep stages in medical applications to increase diagnostic accuracy and reduce the workload of physicians in analyzing sleep data by visual inspection is one of the important issues. The most important step for the automatic ...  Read More

Neural Networks
Clustering of basketball players using self-organizing map neural networks

Soroush Babaee Khobdeh; Mohammad Reza Yamaghani; Siavash Khodaparast Sareshkeh

Volume 8, Issue 4 , December 2021, , Pages 412-428

https://doi.org/10.22105/jarie.2021.276107.1270

Abstract
  Clustering players based on their abilities, a new perspective and an important opportunity to meet needs that in the light of traditional talent identification and player science, which is held periodically and there is not enough time for them to appear. Early recognition of these abilities is a factor ...  Read More

Neural Networks
Designing novel LDO voltage regulator implementation on FPGA using neural network

Mahdieh Jahangiri; Ali Farrokhi; Amir Amirabadi

Volume 8, Issue 3 , September 2021, , Pages 205-212

https://doi.org/10.22105/jarie.2021.270076.1244

Abstract
  This paper describes a new technique for implementing an Artificial Neural Network (ANN) using Field Programmable Gate Array (FPGA). The goal is design the Low Drop Output (LDO) voltage-regulator circuit with the desired features depending on the application. (The first novelty is designing an LDO with ...  Read More

Heuristics and Metaheuristics Algorithms
The new approach in market segmentation by using RFM model

Hadi Roshan; Masoumeh Afsharinezhad

Volume 4, Issue 4 , December 2017, , Pages 259-267

https://doi.org/10.22105/jarie.2017.91297.1011

Abstract
  Data analytics allows companies mining the patterns and trends in their customers data to implement more effective market segmentation strategies, then customize promotional offers, allocate marketing resources efficiently, and improve customer relationship management. However the implementation of such ...  Read More