Farnoosh Naderkhani

48 papers B 2C 3Misc 4Journal 26Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Smart Maintenance Optimization for Large Scale Parallel Systems Using Deep Reinforcement Learning. IEEE Trans. Reliab. Fariba Azizi, Zahra Rezvani, Hasan Rasay, Abdollah Safari, Mehrnaz Salmani, Farnoosh Naderkhani
2025	C	`conf`	Integrating Image-Based Time Series Features with the Temporal Fusion Transformer for Stock Price Prediction. FUSION Soroush Shahsafi, Farnoosh Naderkhani
2025	J	`jnl`	Joint Optimization of Condition-Based Maintenance and Production Rate Using Reinforcement Learning Algorithms. Qual. Reliab. Eng. Int. Hasan Rasay, Fariba Azizi, Mehrnaz Salmani, Farnoosh Naderkhani
2024	J	`jnl`	A mathematical maintenance model for a production system subject to deterioration according to a stochastic geometric process. Ann. Oper. Res. Hasan Rasay, Fariba Azizi, Farnoosh Naderkhani
2024	C	`conf`	Enhancing Stock Trading Performance with Deep Q-Learning by Addressing Noisy Data through Advanced Denoising Techniques. FUSION Soroush Shahsafi, Farnoosh Naderkhani
2023	—	`conf`	A Reinforcement Learning Algorithm for Optimal Dynamic Policies of Joint Condition-based Maintenance and Condition-based Production. ICPHM Hasan Rasay, Fariba Azizi, Mehrnaz Salmani, Farnoosh Naderkhani
2023	—	`conf`	A Reinforcement Learning Algorithm for Optimal Dynamic Policies of Joint Condition-based Maintenance and Condition-based Production. ICPHM Hasan Rasay, Fariba Azizi, Mehrnaz Salmani, Farnoosh Naderkhani
2023	—	`conf`	Application of Machine Learning for Anomaly Detection in Printed Circuit Boards Imbalance Date Set. ICPHM Mehrnaz Mirzaei, Marzieh Hashemzadeh Sadat, Farnoosh Naderkhani
2023	Misc	`conf`	HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. ICASSP Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
2023	Misc	`conf`	Spatio-Temporal Hybrid Fusion of CAE and SWin Transformers for Lung Cancer Malignancy Prediction. ICASSP Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
2023	B	`conf`	Spiking Neural Networks for sEMG-Based Hand Gesture Recognition. SMC Mansooreh Montazerin, Farnoosh Naderkhani, Arash Mohammadi
2022	—	`conf`	A Generalization Enhancement Approach for Deep Learning Segmentation Models: Application in COVID-19 Lesion Segmentation from Chest CT Slices. EUSIPCO Nastaran Enshaei, Moezedin Javad Rafiee, Farnoosh Naderkhani
2022	J	`jnl`	COVID19-HPSMP: COVID-19 adopted Hybrid and Parallel deep information fusion framework for stock price movement prediction. Expert Syst. Appl. Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi
2022	Misc	`conf`	Data Shapley Value for Handling Noisy Labels: An Application in Screening Covid-19 Pneumonia from Chest CT Scans. ICASSP Nastaran Enshaei, Moezedin Javad Rafiee, Arash Mohammadi, Farnoosh Naderkhani
2022	—	`conf`	Dynamic Maintenance of Continuously Monitored Parallel Systems. ICPHM Fariba Azizi, Hasan Rasay, Farnoosh Naderkhani
2022	J	`jnl`	HYDRA-HGR: A Hybrid Transformer-based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. CoRR Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi
2022	—	`conf`	Reinforcement Learning based on Stochastic Dynamic Programming for Condition-based Maintenance of Deteriorating Production Processes. ICPHM Hasan Rasay, Farnoosh Naderkhani, Amir-Mohammad Golmohammadi
2022	J	`jnl`	Semi-supervised clustering-based method for fault diagnosis and prognosis: A case study. Reliab. Eng. Syst. Saf. Kamyar Azar, Zohreh Hajiakhondi-Meybodi, Farnoosh Naderkhani
2022	J	`jnl`	Spatio-Temporal Hybrid Fusion of CAE and SWIn Transformers for Lung Cancer Malignancy Prediction. CoRR Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
2022	J	`jnl`	Time to signal distribution of multivariate bayesian control chart with dual sampling scheme. Int. J. Prod. Res. Farnoosh Naderkhani
2022	J	`jnl`	Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains. CoRR Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Svetlana N. Yanushkevich, Arash Mohammadi
2022	—	`conf`	ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. EMBC Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
2022	J	`jnl`	ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. CoRR Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
2021	J	`jnl`	COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans. Frontiers Artif. Intell. 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
2021	J	`jnl`	COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans. CoRR Nastaran Enshaei, Anastasia Oikonomou, Moezedin Javad Rafiee, Parnian Afshar, Shahin Heidarian, Arash Mohammadi, Konstantinos N. Plataniotis, Farnoosh Naderkhani
2021	J	`jnl`	COVID19-HPSMP: COVID-19 Adopted Hybrid and Parallel Deep Information Fusion Framework for Stock Price Movement Prediction. CoRR Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi
2021	—	`conf`	Comparison of Two Maintenance Policies for the Coordination of Decisions of Quality Control and Maintenance Planning. ICPHM Hasan Rasay, Farnoosh Naderkhani
2021	Misc	`conf`	Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19 Disease Identification From Chest Ct Scans Using Capsule Networks. ICASSP Shahin Heidarian, Parnian Afshar, Arash Mohammadi, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Farnoosh Naderkhani
2021	J	`jnl`	Data Shapley Value for Handling Noisy Labels: An application in Screening COVID-19 Pneumonia from Chest CT Scans. CoRR Nastaran Enshaei, Moezedin Javad Rafiee, Arash Mohammadi, Farnoosh Naderkhani
2021	J	`jnl`	Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications. IEEE Signal Process. Mag. 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
2021	J	`jnl`	Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network. CoRR 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
2021	B	`conf`	Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans And Clinical/Demographic Data. ICIP Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
2021	J	`jnl`	MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction. Pattern Recognit. Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis
2021	J	`jnl`	Robust Automated Framework for COVID-19 Disease Identification from a Multicenter Dataset of Chest CT Scans. CoRR Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Akbar Shafiee, Faranak Babaki Fard, Konstantinos N. Plataniotis, Arash Mohammadi
2020	—	`conf`	Automated detection of textured-surface defects using UNet-based semantic segmentation network. ICPHM Nastaran Enshaei, Safwan Ahmad, Farnoosh Naderkhani
2020	J	`jnl`	COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray Images. CoRR Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
2020	J	`jnl`	COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images. Pattern Recognit. Lett. Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi
2020	J	`jnl`	COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning. CoRR Parnian Afshar, Shahin Heidarian, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Faranak Babaki Fard, Kaveh Samimi, Konstantinos N. Plataniotis, Arash Mohammadi
2020	J	`jnl`	COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans. CoRR 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
2020	J	`jnl`	CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks. CoRR Shahin Heidarian, Parnian Afshar, Arash Mohammadi, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Farnoosh Naderkhani
2020	—	`conf`	Designing a Reliability Quick Switching Sampling Plan based on the Lifetime Performance Index. ICPHM Hasan Rasay, Farnoosh Naderkhani
2020	J	`jnl`	Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications. CoRR 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
2020	—	`conf`	Integrated Deep Learning and Statistical Process Control for Online Monitoring of Manufacturing Processes. ICPHM Safwan Ahmad, Nastaran Enshaei, Farnoosh Naderkhani, Anjali Awasthi
2020	J	`jnl`	MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction. CoRR Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis
2020	C	`conf`	ND-SMPF: A Noisy Deep Neural Network Fusion Framework for Stock Price Movement Prediction. FUSION Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi
2020	—	`conf`	Semi-Supervised Learning Approach for Optimizing Condition-based-Maintenance (CBM) Decisions. ICPHM Kamyar Azar, Farnoosh Naderkhani
2019	—	`conf`	Application of Deep Learning for Fault Diagnostic in Induction Machine's Bearings. ICPHM Nastaran Enshaei, Farnoosh Naderkhani
2018	J	`jnl`	Joint optimization of maintenance policy and inspection interval for a multi-unit series system using proportional hazards model. J. Oper. Res. Soc. Leila Jafari, Farnoosh Naderkhani, Viliam Makis