Farnoosh Naderkhani

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 43

Top Topics

Fusion Framework

Hand Gesture Recognition

Top Venues

Int. J. Prod. Res.

Publications

Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. ICASSP (2023)
Hasan Rasay, Fariba Azizi, Mehrnaz Salmani, Farnoosh Naderkhani
A Reinforcement Learning Algorithm for Optimal Dynamic Policies of Joint Condition-based Maintenance and Condition-based Production. ICPHM (2023)
Mansooreh Montazerin, Farnoosh Naderkhani, Arash Mohammadi
Spiking Neural Networks for sEMG-Based Hand Gesture Recognition. SMC (2023)
Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
Spatio-Temporal Hybrid Fusion of CAE and SWin Transformers for Lung Cancer Malignancy Prediction. ICASSP (2023)
Mehrnaz Mirzaei, Marzieh Hashemzadeh Sadat, Farnoosh Naderkhani
Application of Machine Learning for Anomaly Detection in Printed Circuit Boards Imbalance Date Set. ICPHM (2023)
Hasan Rasay, Fariba Azizi, Mehrnaz Salmani, Farnoosh Naderkhani
A Reinforcement Learning Algorithm for Optimal Dynamic Policies of Joint Condition-based Maintenance and Condition-based Production. ICPHM (2023)
Hasan Rasay, Farnoosh Naderkhani, Amir-Mohammad Golmohammadi
Reinforcement Learning based on Stochastic Dynamic Programming for Condition-based Maintenance of Deteriorating Production Processes. ICPHM (2022)
Fariba Azizi, Hasan Rasay, Farnoosh Naderkhani
Dynamic Maintenance of Continuously Monitored Parallel Systems. ICPHM (2022)
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Svetlana N. Yanushkevich, Arash Mohammadi
Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains. CoRR (2022)
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. EMBC (2022)
Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi
COVID19-HPSMP: COVID-19 adopted Hybrid and Parallel deep information fusion framework for stock price movement prediction. Expert Syst. Appl. 187 (2022)
Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
Spatio-Temporal Hybrid Fusion of CAE and SWIn Transformers for Lung Cancer Malignancy Prediction. CoRR (2022)
Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. CoRR (2022)
Nastaran Enshaei, Moezedin Javad Rafiee, Farnoosh Naderkhani
A Generalization Enhancement Approach for Deep Learning Segmentation Models: Application in COVID-19 Lesion Segmentation from Chest CT Slices. EUSIPCO (2022)
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. CoRR (2022)
Kamyar Azar, Zohreh Hajiakhondi-Meybodi, Farnoosh Naderkhani
Semi-supervised clustering-based method for fault diagnosis and prognosis: A case study. Reliab. Eng. Syst. Saf. 222 (2022)
Nastaran Enshaei, Moezedin Javad Rafiee, Arash Mohammadi, Farnoosh Naderkhani
Data Shapley Value for Handling Noisy Labels: An Application in Screening Covid-19 Pneumonia from Chest CT Scans. ICASSP (2022)
Farnoosh Naderkhani
Time to signal distribution of multivariate bayesian control chart with dual sampling scheme. Int. J. Prod. Res. 60 (20) (2022)
Hasan Rasay, Farnoosh Naderkhani
Comparison of Two Maintenance Policies for the Coordination of Decisions of Quality Control and Maintenance Planning. ICPHM (2021)
Nastaran Enshaei, Anastasia Oikonomou, Moezedin Javad Rafiee, Parnian Afshar, Shahin Heidarian, Arash Mohammadi, Konstantinos N. Plataniotis, Farnoosh Naderkhani
COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans. CoRR (2021)
Shahin Heidarian, Parnian Afshar, Arash Mohammadi, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Farnoosh Naderkhani
Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19 Disease Identification From Chest Ct Scans Using Capsule Networks. ICASSP (2021)
Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Faranak Babaki Fard, Kaveh Samimi, Seyed Farokh Atashzar, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans. Frontiers Artif. Intell. 4 (2021)
Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Akbar Shafiee, Faranak Babaki Fard, Konstantinos N. Plataniotis, Arash Mohammadi
Robust Automated Framework for COVID-19 Disease Identification from a Multicenter Dataset of Chest CT Scans. CoRR (2021)
Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans And Clinical/Demographic Data. ICIP (2021)
Arash Mohammadi, Yingxu Wang, Nastaran Enshaei, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Helder Rodrigues de Oliveira, Svetlana N. Yanushkevich, Konstantinos N. Plataniotis
Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications. IEEE Signal Process. Mag. 38 (5) (2021)
Nastaran Enshaei, Moezedin Javad Rafiee, Arash Mohammadi, Farnoosh Naderkhani
Data Shapley Value for Handling Noisy Labels: An application in Screening COVID-19 Pneumonia from Chest CT Scans. CoRR (2021)
Parnian Afshar, Moezedin Javad Rafiee, Farnoosh Naderkhani, Shahin Heidarian, Nastaran Enshaei, Anastasia Oikonomou, Faranak Babaki Fard, Reut Anconina, Keyvan Farahani, Konstantinos N. Plataniotis, Arash Mohammadi
Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network. CoRR (2021)
Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi
COVID19-HPSMP: COVID-19 Adopted Hybrid and Parallel Deep Information Fusion Framework for Stock Price Movement Prediction. CoRR (2021)
Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis
MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction. Pattern Recognit. 116 (2021)
Shahin Heidarian, Parnian Afshar, Arash Mohammadi, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Farnoosh Naderkhani
CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks. CoRR (2020)
Kamyar Azar, Farnoosh Naderkhani
Semi-Supervised Learning Approach for Optimizing Condition-based-Maintenance (CBM) Decisions. ICPHM (2020)
Safwan Ahmad, Nastaran Enshaei, Farnoosh Naderkhani, Anjali Awasthi
Integrated Deep Learning and Statistical Process Control for Online Monitoring of Manufacturing Processes. ICPHM (2020)
Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images. Pattern Recognit. Lett. 138 (2020)
Arash Mohammadi, Yingxu Wang, Nastaran Enshaei, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Helder Cesar Rodigues de Oliveira, Svetlana N. Yanushkevich, Konstantinos N. Plataniotis
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications. CoRR (2020)
Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Anastasia Oikonomou, Seyed Farokh Atashzar, Faranak Babaki Fard, Kaveh Samimi, Konstantinos N. Plataniotis, Arash Mohammadi, Moezedin Javad Rafiee
COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans. CoRR (2020)
Nastaran Enshaei, Safwan Ahmad, Farnoosh Naderkhani
Automated detection of textured-surface defects using UNet-based semantic segmentation network. ICPHM (2020)
Hasan Rasay, Farnoosh Naderkhani
Designing a Reliability Quick Switching Sampling Plan based on the Lifetime Performance Index. ICPHM (2020)
Parnian Afshar, Shahin Heidarian, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Faranak Babaki Fard, Kaveh Samimi, Konstantinos N. Plataniotis, Arash Mohammadi
COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning. CoRR (2020)
Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi
ND-SMPF: A Noisy Deep Neural Network Fusion Framework for Stock Price Movement Prediction. FUSION (2020)
Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis
MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction. CoRR (2020)
Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images. CoRR (2020)
Nastaran Enshaei, Farnoosh Naderkhani
Application of Deep Learning for Fault Diagnostic in Induction Machine's Bearings. ICPHM (2019)
Leila Jafari, Farnoosh Naderkhani, Viliam Makis
Joint optimization of maintenance policy and inspection interval for a multi-unit series system using proportional hazards model. J. Oper. Res. Soc. 69 (1) (2018)