Farnoosh Naderkhani - Publications, H-index & Citations

Farnoosh Naderkhani

Concordia University

17H指数

84论文数

981被引数

收录论文 16

发表时间

Multi-scale system-level forecasting of solar and wind curtailment using a wavelet-augmented transformer 基于小波增强型变换器的多尺度系统级太阳能与风能削减预测

Sustainable Energy Grids & Networks

IF5.6

2026-08-17

PREAI

Hengameh Hadian; Farnoosh Naderkhani

Smart Maintenance Optimization for Large Scale Parallel Systems Using Deep Reinforcement Learning 基于深度强化学习的大规模并行系统智能维护优化

IEEE Transactions on Reliability

IF5.7

2025-12-30

PREAI

Fariba Azizi; Zahra Rezvani; Hasan Rasay; Abdollah Safari; Mehrnaz Salmani; Farnoosh Naderkhani

A mathematical maintenance model for a production system subject to deterioration according to a stochastic geometric process 根据随机几何过程进行退化的生产系统的数学维护模型

ANNALS OF OPERATIONS RESEARCH

IF4.5

2024-04-18

PREAI

Rasay, Hasan; Azizi, Fariba; Naderkhani, Farnoosh

Transformer-based hand gesture recognition from instantaneous to fused neural decomposition of high-density EMG signals

SCIENTIFIC REPORTS

IF3.9

2023-07-07

OAAI

Montazerin, Mansooreh; Rahimian, Elahe; Naderkhani, Farnoosh; Atashzar, S. Farokh; Yanushkevich, Svetlana; Mohammadi, Arash

Semi-supervised clustering-based method for fault diagnosis and prognosis: A case study

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2022-06-01

PREAI

Azar, Kamyar; Hajiakhondi-Meybodi, Zohreh; Naderkhani, Farnoosh

Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network

SCIENTIFIC REPORTS

IF3.9

2022-03-22

OAAI

Afshar, Parnian; Rafiee, Moezedin Javad; Naderkhani, Farnoosh; Heidarian, Shahin; Enshaei, Nastaran; Oikonomou, Anastasia; Fard, Faranak Babaki; Anconina, Reut; Farahani, Keyvan; Plataniotis, Konstantinos N.; Mohammadi, Arash

COVID-rate: an automated framework for segmentation of COVID-19 lesions from chest CT images

SCIENTIFIC REPORTS

IF3.9

2022-02-25

OAAI

Enshaei, Nastaran; Oikonomou, Anastasia; Rafiee, Moezedin Javad; Afshar, Parnian; Heidarian, Shahin; Mohammadi, Arash; Plataniotis, Konstantinos N.; Naderkhani, Farnoosh

COVID19-HPSMP: COVID-19 adopted Hybrid and Parallel deep information fusion framework for stock price movement prediction

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-01-01

OAAI

Ronaghi, Farnoush; Salimibeni, Mohammad; Naderkhani, Farnoosh; Mohammadi, Arash

Time to signal distribution of multivariate bayesian control chart with dual sampling scheme

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2021-11-26

PREAI

Naderkhani, Farnoosh

Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2021-09-01

PREAI

Mohammadi, Arash; Wang, Yingxu; Enshaei, Nastaran; Afshar, Parnian; Naderkhani, Farnoosh; Oikonomou, Anastasia; Rafiee, Noezedin Javad; Oliveira, Helder C. R.; Yanushkevich, Svetlana; Plataniotis, Konstantinos N.

MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction

PATTERN RECOGNITION

IF7.6

2021-08-01

OAAI

Afshar, Parnian; Naderkhani, Farnoosh; Oikonomou, Anastasia; Rafiee, Moezedin Javad; Mohammadi, Arash; Plataniotis, Konstantinos N.

COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-05-25

OAAI

Heidarian, Shahin; Afshar, Parnian; Enshaei, Nastaran; Naderkhani, Farnoosh; Rafiee, Moezedin Javad; Fard, Faranak Babaki; Samimi, Kaveh; Atashzar, S. Farokh; Oikonomou, Anastasia; Plataniotis, Konstantinos N.; Mohammadi, Arash

COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images

PATTERN RECOGNITION LETTERS

IF3.3

2020-10-01

382

OAAI

Afshar, Parnian; Heidarian, Shahin; Naderkhani, Farnoosh; Oikonomou, Anastasia; Plataniotis, Konstantinos N.; Mohammadi, Arash

3D-MCN: A 3D Multi-scale Capsule Network for Lung Nodule Malignancy Prediction

SCIENTIFIC REPORTS

IF3.9

2020-05-14

OAAI