21 citations · 24 across the 8 of their papers we have counts for
6 papers · 1 filter
Smart Fault Detection in Nanosatellite Electrical Power System
Alireza Rezaee, Niloofar Nobahari, Amin Asgarifar +1
This paper presents a new detection method of faults at Nanosatellites' electrical power without an Attitude Determination Control Subsystem (ADCS) at the LEO orbit. Each part of t…
Early Prediction of Sepsis using Heart Rate Signals and Genetic Optimized LSTM Algorithm
Alireza Rafiei, Farshid Hajati, Alireza Rezaee +2
Sepsis, characterized by a dysregulated immune response to infection, results in significant mortality, morbidity, and healthcare costs. The timely prediction of sepsis progression…
Gold Price Prediction Using Long Short-Term Memory and Multi-Layer Perceptron with Gray Wolf Optimizer
Hesam Taghipour, Alireza Rezaee, Farshid Hajati
The global gold market, by its fundamentals, has long been home to many financial institutions, banks, governments, funds, and micro-investors. Due to the inherent complexity and r…
Cryptocurrency Price Prediction Using Parallel Gated Recurrent Units
Milad Asadpour, Alireza Rezaee, Farshid Hajati
According to the advent of cryptocurrencies and Bitcoin, many investments and businesses are now conducted online through cryptocurrencies. Among them, Bitcoin uses blockchain tech…
An Explainable Transformer Model for Alzheimer's Disease Detection Using Retinal Imaging
Saeed Jamshidiha, Alireza Rezaee, Farshid Hajati +2
Alzheimer's disease (AD) is a neurodegenerative disorder that affects millions worldwide. In the absence of effective treatment options, early diagnosis is crucial for initiating m…
Meta-learning in healthcare: A survey
Alireza Rafiei, Ronald Moore, Sina Jahromi +2
As a subset of machine learning, meta-learning, or learning to learn, aims at improving the model's capabilities by employing prior knowledge and experience. A meta-learning paradi…