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@article{DBLP:journals/adhoc/HajiakhondiMeybodiMHRHAP24,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Ming Hou and
Elahe Rahimian and
Shahin Heidarian and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {Multi-content time-series popularity prediction with Multiple-model
Transformers in {MEC} networks},
journal = {Ad Hoc Networks},
volume = {157},
pages = {103436},
year = {2024}
}
@article{DBLP:journals/envsoft/KhanmohammadiCGBA24,
author = {Sadegh Khanmohammadi and
Miguel G. Cruz and
Emadaldin Mohammadi Golafshani and
Yu Bai and
Mehrdad Arashpour},
title = {Application of artificial intelligence methods to model the effect
of grass curing level on spread rate of fires},
journal = {Environ. Model. Softw.},
volume = {173},
pages = {105930},
year = {2024}
}
@article{DBLP:journals/information/SafaviVBVG24,
author = {Vahid Safavi and
Arash Mohammadi Vaniar and
Najmeh Bazmohammadi and
Juan C. Vasquez and
Josep M. Guerrero},
title = {Battery Remaining Useful Life Prediction Using Machine Learning Models:
{A} Comparative Study},
journal = {Inf.},
volume = {15},
number = {3},
pages = {124},
year = {2024}
}
@article{DBLP:journals/iotj/HajiakhondiMeybodiMAP24,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {{CLSA:} Contrastive-Learning-Based Survival Analysis for Popularity
Prediction in {MEC} Networks},
journal = {{IEEE} Internet Things J.},
volume = {11},
number = {4},
pages = {6352--6367},
year = {2024}
}
@article{DBLP:journals/tii/EbtiaRDKGMS24,
author = {Afshin Ebtia and
Dhiaa Elhak Rebbah and
Mourad Debbabi and
Marthe Kassouf and
Mohsen Ghafouri and
Arash Mohammadi and
Andrei Soeanu},
title = {Spatial-Temporal Data-Driven Model for Load Altering Attack Detection
in Smart Power Distribution Networks},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {5},
pages = {7414--7427},
year = {2024}
}
@inproceedings{DBLP:conf/ichms/KianfarDAMP24,
author = {Ghazaleh Kianfar and
S. Jamal Seye Dmohammadi and
Jamshid Abouei and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Digital AirComp-Assisted Federated Edge Learning with Adaptive Quantization},
booktitle = {{ICHMS}},
pages = {1--6},
year = {2024}
}
@inproceedings{DBLP:conf/ichms/SeyedMohammadiSAMP24,
author = {Seyed Jamal Seyed{-}Mohammadi and
Seyed Mohammad Sheikholeslami and
Jamshid Abouei and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {MoFLeuR: Motion-based Federated Learning Gesture Recognition},
booktitle = {{ICHMS}},
pages = {1--6},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-10066,
author = {Sadaf Khademi and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{NYCTALE:} Neuro-Evidence Transformer for Adaptive and Personalized
Lung Nodule Invasiveness Prediction},
journal = {CoRR},
volume = {abs/2402.10066},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-10846,
author = {Kawa Atapour and
Seyed Jamal Seyed{-}Mohammadi and
Jamshid Abouei and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {FedD2S: Personalized Data-Free Federated Knowledge Distillation},
journal = {CoRR},
volume = {abs/2402.10846},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-10851,
author = {Mobina Mansoori and
Sajjad Shahabodini and
Jamshid Abouei and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation
of Histological Tissue Type in Whole Slide Images},
journal = {CoRR},
volume = {abs/2402.10851},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-11032,
author = {Sadaf Khademi and
Zohreh Hajiakhondi{-}Meybodi and
Golnaz Vaseghi and
Nizal Sarrafzadegan and
Arash Mohammadi},
title = {FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via
a Multi-Stage Tabular Deep Learning},
journal = {CoRR},
volume = {abs/2403.11032},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-11892,
author = {Seyed Jamal Seyed{-}Mohammadi and
Kawa Atapour and
Jamshid Abouei and
Arash Mohammadi},
title = {KnFu: Effective Knowledge Fusion},
journal = {CoRR},
volume = {abs/2403.11892},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-15352,
author = {Amir Arjomand and
Amin Boudesh and
Farnoush Bayatmakou and
Kenneth B. Kent and
Arash Mohammadi},
title = {TransfoRhythm: {A} Transformer Architecture Conductive to Blood Pressure
Estimation via Solo {PPG} Signal Capturing},
journal = {CoRR},
volume = {abs/2404.15352},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-01950,
author = {Arash Ahmadi and
Sarah Safura Sharif and
Yaser Mike Banad},
title = {A Comparative Study of Sampling Methods with Cross-Validation in the
FedHome Framework},
journal = {CoRR},
volume = {abs/2406.01950},
year = {2024}
}
@article{DBLP:journals/access/MadahianAAMMK23,
author = {Ali Madahian and
Pedram Ashofteh Ardakani and
Jamshid Abouei and
Ali Mirvakili and
Arash Mohammadi and
Valencia Koomson},
title = {A Hybrid {VLC/RF} Parking Automation System},
journal = {{IEEE} Access},
volume = {11},
pages = {66960--66978},
year = {2023}
}
@article{DBLP:journals/air/GolafshaniBA23,
author = {Emadaldin Mohammadi Golafshani and
Ali Behnood and
Mehrdad Arashpour},
title = {Predicting the compressive strength of eco-friendly and normal concretes
using hybridized fuzzy inference system and particle swarm optimization
algorithm},
journal = {Artif. Intell. Rev.},
volume = {56},
number = {8},
pages = {7965--7984},
year = {2023}
}
@article{DBLP:journals/asc/MohammadianGL23,
author = {Hesamodin Mohammadian and
Ali A. Ghorbani and
Arash Habibi Lashkari},
title = {A gradient-based approach for adversarial attack on deep learning-based
network intrusion detection systems},
journal = {Appl. Soft Comput.},
volume = {137},
pages = {110173},
year = {2023}
}
@article{DBLP:journals/caee/ArashpourGPLKLF23,
author = {Mehrdad Arashpour and
Emadaldin Mohammadi Golafshani and
Rajendran Parthiban and
Julia Lamborn and
Alireza Kashani and
Heng Li and
Parisa Farzanehfar},
title = {Predicting individual learning performance using machine-learning
hybridized with the teaching-learning-based optimization},
journal = {Comput. Appl. Eng. Educ.},
volume = {31},
number = {1},
pages = {83--99},
year = {2023}
}
@article{DBLP:journals/comsur/VahidiGAKMD23,
author = {Saghar Vahidi and
Mohsen Ghafouri and
Minh Au and
Marthe Kassouf and
Arash Mohammadi and
Mourad Debbabi},
title = {Security of Wide-Area Monitoring, Protection, and Control {(WAMPAC)}
Systems of the Smart Grid: {A} Survey on Challenges and Opportunities},
journal = {{IEEE} Commun. Surv. Tutorials},
volume = {25},
number = {2},
pages = {1294--1335},
year = {2023}
}
@article{DBLP:journals/fcomp/AminiMHA23,
author = {Amir Amini and
Arash Mohammadi and
Ming Hou and
Amir Asif},
title = {Secure dynamic event-triggering control for consensus under asynchronous
denial of service},
journal = {Frontiers Comput. Sci.},
volume = {5},
year = {2023}
}
@article{DBLP:journals/iotj/SalimibeniHMW23,
author = {Mohammad Salimibeni and
Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Yingxu Wang},
title = {{TB-ICT:} {A} Trustworthy Blockchain-Enabled System for Indoor Contact
Tracing in Epidemic Control},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {7},
pages = {5992--6017},
year = {2023}
}
@article{DBLP:journals/jaihc/RezazadehMPMM23,
author = {Sevda Rezazadeh and
Arash Moradzadeh and
Kazem Pourhossein and
Behnam Mohammadi{-}Ivatloo and
Fausto Pedro Garc{\'{\i}}a M{\'{a}}rquez},
title = {Photovoltaic array reconfiguration under partial shading conditions
for maximum power extraction via knight's tour technique},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {14},
number = {9},
pages = {11545--11567},
year = {2023}
}
@article{DBLP:journals/nca/JokandanABJSWRAMA23,
author = {Afshar Shamsi Jokandan and
Hamzeh Asgharnezhad and
Ziba Bouchani and
Khadijeh Jahanian and
Morteza Saberi and
Xianzhi Wang and
Imran Razzak and
Roohallah Alizadehsani and
Arash Mohammadi and
Hamid Alinejad{-}Rokny},
title = {A novel uncertainty-aware deep learning technique with an application
on skin cancer diagnosis},
journal = {Neural Comput. Appl.},
volume = {35},
number = {30},
pages = {22179--22188},
year = {2023}
}
@article{DBLP:journals/sj/MoayyedMSMAV23,
author = {Hamed Moayyed and
Arash Moradzadeh and
Amin Mansour Saatloo and
Behnam Mohammadi{-}Ivatloo and
Mehdi Abapour and
Zita Vale},
title = {A Global Cyber-Resilient Model for Dynamic Line Rating Forecasting
Based on Deep Federated Learning},
journal = {{IEEE} Syst. J.},
volume = {17},
number = {4},
pages = {6390--6400},
year = {2023}
}
@article{DBLP:journals/tcos/KarimiZKM023,
author = {Bahar Karimi and
Soheil Zabihi and
Amir Keynia and
Aram Montazami and
Arash Mohammadi},
title = {{AVCA:} Autonomous Virtual Cognitive Assessment},
journal = {Trans. Comput. Sci.},
volume = {40},
pages = {26--47},
year = {2023}
}
@article{DBLP:journals/tcos/ZabihiRAY023,
author = {Soheil Zabihi and
Elahe Rahimian and
Amir Asif and
Svetlana N. Yanushkevich and
Arash Mohammadi},
title = {Light-Weight CNN-Attention Based Architecture Trained with a Hybrid
Objective Function for EMG-Based Human Machine Interfaces},
journal = {Trans. Comput. Sci.},
volume = {40},
pages = {48--65},
year = {2023}
}
@inproceedings{DBLP:conf/ai/MohammadizadehM23,
author = {Mahdi Mohammadizadeh and
Arash Mozhdehi and
Yani Ioannou and
Xin Wang},
title = {Meta-GCN: {A} Dynamically Weighted Loss Minimization Method for Dealing
with the Data Imbalance in Graph Neural Networks},
booktitle = {Canadian {AI}},
year = {2023}
}
@inproceedings{DBLP:conf/camsap/AtapourSSA0P23,
author = {S. Kaveh Atapour and
Seyed Jamal Seyed{-}Mohammadi and
Seyed Mohammad Sheikholeslami and
Jamshid Abouei and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Multi-Model Federated Learning Optimization Based on Multi-Agent Reinforcement
Learning},
booktitle = {{CAMSAP}},
pages = {151--155},
year = {2023}
}
@inproceedings{DBLP:conf/icassp/HajiakhondiMeybodiMHAP23,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Ming Hou and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {ViT-Cat: Parallel Vision Transformers With Cross Attention Fusion
for Popularity Prediction in {MEC} Networks},
booktitle = {{ICASSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/icassp/KhademiHANOPM23,
author = {Sadaf Khademi and
Shahin Heidarian and
Parnian Afshar and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Spatio-Temporal Hybrid Fusion of {CAE} and SWin Transformers for Lung
Cancer Malignancy Prediction},
booktitle = {{ICASSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/icassp/MontazerinRNAAM23,
author = {Mansooreh Montazerin and
Elahe Rahimian and
Farnoosh Naderkhani and
Seyed Farokh Atashzar and
Hamid Alinejad{-}Rokny and
Arash Mohammadi},
title = {{HYDRA-HGR:} {A} Hybrid Transformer-Based Architecture for Fusion
of Macroscopic and Microscopic Neural Drive Information},
booktitle = {{ICASSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/icassp/SalimibeniM23,
author = {Mohammad Salimibeni and
Arash Mohammadi},
title = {{RL-IFF:} Indoor Localization via Reinforcement Learning-Based Information
Fusion},
booktitle = {{ICASSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/icassp/ZabihiRAM23,
author = {Soheil Zabihi and
Elahe Rahimian and
Amir Asif and
Arash Mohammadi},
title = {Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition
Via Electromyography},
booktitle = {{ICASSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/icdsp/HajiakhondiMeybodiMAP23,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {CoPo: Self-supervised Contrastive Learning for Popularity Prediction
in {MEC} Networks},
booktitle = {{DSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/icdsp/KhademiOPM23,
author = {Sadaf Khademi and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Cross Attention-based Fusion of Deep and Radiomics Features for Lung
Nodule Invasiveness Prediction},
booktitle = {{DSP}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/isgt/RahiminejadDGAMD23,
author = {Abolfazl Rahiminejad and
Onur Duman and
Mohsen Ghafouri and
Ribal Atallah and
Arash Mohammadi and
Mourad Debbabi},
title = {A Resilience Quantitative Framework for Wide Area Damping Control
Against Cyberattacks},
booktitle = {{ISGT}},
pages = {1--5},
year = {2023}
}
@inproceedings{DBLP:conf/secrypt/MohammadianL023,
author = {Hesamodin Mohammadian and
Arash Habibi Lashkari and
Ali A. Ghorbani},
title = {Evaluating Label Flipping Attack in Deep Learning-Based {NIDS}},
booktitle = {{SECRYPT}},
pages = {597--603},
year = {2023}
}
@inproceedings{DBLP:conf/smartgridcomm/EbtiaRQGJDM23,
author = {Afshin Ebtia and
Dhiaa Elhak Rebbah and
Abdullah Qasem and
Mohsen Ghafouri and
Danial Jafarigiv and
Mourad Debbabi and
Arash Mohammadi},
title = {Detection of Cyber Attacks on Synchro-Phasor Network Targeting Topology
Detection Application of Power Distribution Grids},
booktitle = {SmartGridComm},
pages = {1--6},
year = {2023}
}
@inproceedings{DBLP:conf/smc/MontazerinN023,
author = {Mansooreh Montazerin and
Farnoosh Naderkhani and
Arash Mohammadi},
title = {Spiking Neural Networks for sEMG-Based Hand Gesture Recognition},
booktitle = {{SMC}},
pages = {4859--4864},
year = {2023}
}
@proceedings{DBLP:journals/tcos/2023-40,
editor = {Marina L. Gavrilova and
C. J. Kenneth Tan and
Mark Coates and
Yaoping Hu and
Henry Leung and
Arash Mohammadi and
Konstantinos N. Plataniotis and
Helder Rodrigues de Oliveira},
title = {Transactions on Computational Science {XL}},
series = {Lecture Notes in Computer Science},
volume = {13850},
publisher = {Springer},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-12097,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {{CLSA:} Contrastive Learning-based Survival Analysis for Popularity
Prediction in {MEC} Networks},
journal = {CoRR},
volume = {abs/2303.12097},
year = {2023}
}
@article{DBLP:journals/access/MoayyedMKMMA22,
author = {Hamed Moayyed and
Mostafa Mohammadpourfard and
Charalambos Konstantinou and
Arash Moradzadeh and
Behnam Mohammadi{-}Ivatloo and
A. Pedro Aguiar},
title = {Image Processing Based Approach for False Data Injection Attacks Detection
in Power Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {12412--12420},
year = {2022}
}
@article{DBLP:journals/access/MoradzadehMAAR22,
author = {Arash Moradzadeh and
Behnam Mohammadi{-}Ivatloo and
Mehdi Abapour and
Amjad Anvari{-}Moghaddam and
Sanjiban Sekhar Roy},
title = {Heating and Cooling Loads Forecasting for Residential Buildings Based
on Hybrid Machine Learning Applications: {A} Comprehensive Review
and Comparative Analysis},
journal = {{IEEE} Access},
volume = {10},
pages = {2196--2215},
year = {2022}
}
@article{DBLP:journals/access/MoradzadehMMAA22,
author = {Arash Moradzadeh and
Hamed Moayyed and
Behnam Mohammadi{-}Ivatloo and
A. Pedro Aguiar and
Amjad Anvari{-}Moghaddam},
title = {A Secure Federated Deep Learning-Based Approach for Heating Load Demand
Forecasting in Building Environment},
journal = {{IEEE} Access},
volume = {10},
pages = {5037--5050},
year = {2022}
}
@article{DBLP:journals/access/RadQKHKKARYPHYL22,
author = {Reza E. Rad and
Yasser Mohammadi Qaragoez and
Sungjin Kim and
Arash Hejazi and
Dong Gyu Kim and
Danial Khan and
Imran Ali and
Behnam Samadpoor Rikan and
Sang{-}Sun Yoo and
YoungGun Pu and
Keum{-}Cheol Hwang and
Youngoo Yang and
Kang{-}Yoon Lee},
title = {A Wideband Multilevel Reconfigurable Class E/F\({}_{\mbox{23}}\) Power
Amplifier With a Band-Selecting Tracking Reactance Compensation Automatic
Calibration Algorithm},
journal = {{IEEE} Access},
volume = {10},
pages = {54214--54220},
year = {2022}
}
@article{DBLP:journals/access/SheikholeslamiR22,
author = {Seyed Mohammad Sheikholeslami and
Arash Rasti{-}Meymandi and
Seyed Jamal Seyed{-}Mohammadi and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {Communication-Efficient Federated Learning for Hybrid {VLC/RF} Indoor
Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {126479--126493},
year = {2022}
}
@article{DBLP:journals/asc/MoghaddasNGBA22,
author = {Seyed Amirhossein Moghaddas and
Masood Nekoei and
Emadaldin Mohammadi Golafshani and
Ali Behnood and
Mehrdad Arashpour},
title = {Application of artificial bee colony programming techniques for predicting
the compressive strength of recycled aggregate concrete},
journal = {Appl. Soft Comput.},
volume = {130},
pages = {109641},
year = {2022}
}
@article{DBLP:journals/bspc/ZabihiRMAMM22,
author = {Soheil Zabihi and
Elahe Rahimian and
Fatemeh Marefat and
Amir Asif and
Pedram Mohseni and
Arash Mohammadi},
title = {BP-Net: Cuff-less and non-invasive blood pressure estimation via a
generic deep convolutional architecture},
journal = {Biomed. Signal Process. Control.},
volume = {78},
pages = {103850},
year = {2022}
}
@article{DBLP:journals/envsoft/KhanmohammadiAG22,
author = {Sadegh Khanmohammadi and
Mehrdad Arashpour and
Emadaldin Mohammadi Golafshani and
Miguel G. Cruz and
Abbas Rajabifard and
Yu Bai},
title = {Prediction of wildfire rate of spread in grasslands using machine
learning methods},
journal = {Environ. Model. Softw.},
volume = {156},
pages = {105507},
year = {2022}
}
@article{DBLP:journals/eswa/RonaghiSNM22,
author = {Farnoush Ronaghi and
Mohammad Salimibeni and
Farnoosh Naderkhani and
Arash Mohammadi},
title = {{COVID19-HPSMP:} {COVID-19} adopted Hybrid and Parallel deep information
fusion framework for stock price movement prediction},
journal = {Expert Syst. Appl.},
volume = {187},
pages = {115879},
year = {2022}
}
@article{DBLP:journals/eswa/SalariFMGKDA22,
author = {Nader Salari and
Amin Hosseinian Far and
Masoud Mohammadi and
Hooman Ghasemi and
Habibolah Khazaie and
Alireza Daneshkhah and
Arash Ahmadi},
title = {Detection of sleep apnea using Machine learning algorithms based on
{ECG} Signals: {A} comprehensive systematic review},
journal = {Expert Syst. Appl.},
volume = {187},
pages = {115950},
year = {2022}
}
@article{DBLP:journals/ijon/MalekzadehSHMP22,
author = {Parvin Malekzadeh and
Mohammad Salimibeni and
Ming Hou and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {{AKF-SR:} Adaptive Kalman filtering-based successor representation},
journal = {Neurocomputing},
volume = {467},
pages = {476--490},
year = {2022}
}
@article{DBLP:journals/iotj/Hajiakhondi-Meybodi22,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Jamshid Abouei and
Ming Hou and
Konstantinos N. Plataniotis},
title = {Joint Transmission Scheme and Coded Content Placement in Cluster-Centric
UAV-Aided Cellular Networks},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {13},
pages = {11098--11114},
year = {2022}
}
@article{DBLP:journals/sensors/KarimiMAB22,
author = {Raika Karimi and
Arash Mohammadi and
Amir Asif and
Habib Benali},
title = {DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked
Potential Design with Bifold Canonical Correlation Analysis},
journal = {Sensors},
volume = {22},
number = {7},
pages = {2568},
year = {2022}
}
@article{DBLP:journals/sensors/SalimibeniMMP22,
author = {Mohammad Salimibeni and
Arash Mohammadi and
Parvin Malekzadeh and
Konstantinos N. Plataniotis},
title = {Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference
and Successor Representation},
journal = {Sensors},
volume = {22},
number = {4},
pages = {1393},
year = {2022}
}
@article{DBLP:journals/sj/AminiMAHP22,
author = {Amir Amini and
Arash Mohammadi and
Amir Asif and
Ming Hou and
Konstantinos N. Plataniotis},
title = {Fault-Tolerant Periodic Event-Triggered Consensus Under Communication
Delay and Multiple Attacks},
journal = {{IEEE} Syst. J.},
volume = {16},
number = {4},
pages = {6338--6349},
year = {2022}
}
@article{DBLP:journals/sj/SaatlooMMMM22,
author = {Amin Mansour Saatloo and
Arash Moradzadeh and
Hamed Moayyed and
Mostafa Mohammadpourfard and
Behnam Mohammadi{-}Ivatloo},
title = {Hierarchical Extreme Learning Machine Enabled Dynamic Line Rating
Forecasting},
journal = {{IEEE} Syst. J.},
volume = {16},
number = {3},
pages = {4664--4674},
year = {2022}
}
@article{DBLP:journals/tcyb/AminiAM22,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {A Unified Optimization for Resilient Dynamic Event-Triggering Consensus
Under Denial of Service},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {5},
pages = {2872--2884},
year = {2022}
}
@article{DBLP:journals/tii/MoradzadehMMBA22,
author = {Arash Moradzadeh and
Hamed Moayyed and
Behnam Mohammadi{-}Ivatloo and
Gevork Babamalek{-}Gharehpetian and
A. Pedro Aguiar},
title = {Turn-to-Turn Short Circuit Fault Localization in Transformer Winding
via Image Processing and Deep Learning Method},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {18},
number = {7},
pages = {4417--4426},
year = {2022}
}
@article{DBLP:journals/tsg/AminiGMHAP22,
author = {Amir Amini and
Mohsen Ghafouri and
Arash Mohammadi and
Ming Hou and
Amir Asif and
Konstantinos N. Plataniotis},
title = {Secure Sampled-Data Observer-Based Control for Wind Turbine Oscillation
Under Cyber Attacks},
journal = {{IEEE} Trans. Smart Grid},
volume = {13},
number = {4},
pages = {3188--3202},
year = {2022}
}
@article{DBLP:journals/tsp/Hajiakhondi-Meybodi22,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Ming Hou and
Konstantinos N. Plataniotis},
title = {{DQLEL:} Deep Q-Learning for Energy-Optimized LoS/NLoS {UWB} Node
Selection},
journal = {{IEEE} Trans. Signal Process.},
volume = {70},
pages = {2532--2547},
year = {2022}
}
@article{DBLP:journals/vlsisp/AtashiSM22,
author = {Mohammadamin Atashi and
Mohammad Salimibeni and
Arash Mohammadi},
title = {Online Dynamic Window {(ODW)} Assisted Two-Stage {LSTM} Frameworks
For Indoor Localization},
journal = {J. Signal Process. Syst.},
volume = {94},
number = {8},
pages = {773--786},
year = {2022}
}
@inproceedings{DBLP:conf/acssc/KarimiZSM22,
author = {Bahar Karimi and
Soheil Zabihi and
Mohammad Salimibeni and
Arash Mohammadi},
title = {Autonomous Virtual Cognitive Assessment via {NLP} and Hand Gesture
Recognition},
booktitle = {{IEEECONF}},
pages = {460--464},
year = {2022}
}
@inproceedings{DBLP:conf/embc/MontazerinZRMN22,
author = {Mansooreh Montazerin and
Soheil Zabihi and
Elahe Rahimian and
Arash Mohammadi and
Farnoosh Naderkhani},
title = {ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High
Density Surface {EMG} Signals},
booktitle = {{EMBC}},
pages = {5115--5119},
year = {2022}
}
@inproceedings{DBLP:conf/globecom/Hajiakhondi-Meybodi22,
author = {Zohreh Hajiakhondi{-}Meybodi and
Ming Hou and
Arash Mohammadi},
title = {{JUNO:} Jump-Start Reinforcement Learning-based Node Selection for
{UWB} Indoor Localization},
booktitle = {{GLOBECOM}},
pages = {6194--6199},
year = {2022}
}
@inproceedings{DBLP:conf/icassp/EnshaeiRMN22,
author = {Nastaran Enshaei and
Moezedin Javad Rafiee and
Arash Mohammadi and
Farnoosh Naderkhani},
title = {Data Shapley Value for Handling Noisy Labels: An Application in Screening
Covid-19 Pneumonia from Chest {CT} Scans},
booktitle = {{ICASSP}},
pages = {1381--1385},
year = {2022}
}
@inproceedings{DBLP:conf/icassp/RahimianZAFAM22,
author = {Elahe Rahimian and
Soheil Zabihi and
Amir Asif and
Dario Farina and
Seyed Farokh Atashzar and
Arash Mohammadi},
title = {Hand Gesture Recognition Using Temporal Convolutions and Attention
Mechanism},
booktitle = {{ICASSP}},
pages = {1196--1200},
year = {2022}
}
@inproceedings{DBLP:conf/icc/Hajiakhondi-Meybodi22,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Elahe Rahimian and
Shahin Heidarian and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks},
booktitle = {{ICC}},
pages = {613--618},
year = {2022}
}
@inproceedings{DBLP:conf/icissp/MohammadianL022,
author = {Hesamodin Mohammadian and
Arash Habibi Lashkari and
Ali A. Ghorbani},
title = {Evaluating Deep Learning-based {NIDS} in Adversarial Settings},
booktitle = {{ICISSP}},
pages = {435--444},
year = {2022}
}
@inproceedings{DBLP:conf/icnsc/HajiakhondiMeybodiHM22,
author = {Zohreh Hajiakhondi{-}Meybodi and
Ming Hou and
Arash Mohammadi},
title = {Content Placement in a Cluster-Centric Mobile Edge Caching Network},
booktitle = {{ICNSC}},
pages = {1--5},
year = {2022}
}
@inproceedings{DBLP:conf/isgt/RahiminejadGA0D22,
author = {Abolfazl Rahiminejad and
Mohsen Ghafouri and
Ribal Atallah and
Arash Mohammadi and
Mourad Debbabi},
title = {A Cyber-Physical Resilience-Based Survivability Metric against Topological
Cyberattacks},
booktitle = {{ISGT}},
pages = {1--5},
year = {2022}
}
@inproceedings{DBLP:conf/isgt/RebbahEGKAD022,
author = {Dhiaa Elhak Rebbah and
Afshin Ebtia and
Mohsen Ghafouri and
Marthe Kassouf and
Ribal Atallah and
Mourad Debbabi and
Arash Mohammadi},
title = {Real-Time Co-simulation Platform for Security Analysis of Distribution
Automation Systems},
booktitle = {{ISGT}},
pages = {1--5},
year = {2022}
}
@inproceedings{DBLP:conf/wf-iot/SalimibeniHM22,
author = {Mohammad Salimibeni and
Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi},
title = {A Trustworthy Blockchain-Enabled System for Indoor Contact Tracing
in Epidemic Control},
booktitle = {WF-IoT},
pages = {1--2},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-00283,
author = {Raika Karimi and
Arash Mohammadi and
Amir Asif and
Habib Benali},
title = {DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked
Potential Design with Bifold Canonical Correlation Analysis},
journal = {CoRR},
volume = {abs/2201.00283},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-00458,
author = {Parnian Afshar and
Arash Mohammadi and
Konstantinos N. Plataniotis and
Keyvan Farahani and
Justin S. Kirby and
Anastasia Oikonomou and
Amir Asif and
Leonard Wee and
Andre Dekker and
Xin Wu and
Mohammad Ariful Haque and
Shahruk Hossain and
Md. Kamrul Hasan and
Uday Kamal and
Winston H. Hsu and
Jhih{-}Yuan Lin and
M. Sohel Rahman and
Nabil Ibtehaz and
Sh. M. Amir Foisol and
Kin{-}Man Lam and
Zhong Guang and
Runze Zhang and
Sumohana S. Channappayya and
Shashank Gupta and
Chander Dev},
title = {Lung-Originated Tumor Segmentation from Computed Tomography Scan {(LOTUS)}
Benchmark},
journal = {CoRR},
volume = {abs/2201.00458},
year = {2022}
}
@article{DBLP:journals/corr/abs-2201-10060,
author = {Mansooreh Montazerin and
Soheil Zabihi and
Elahe Rahimian and
Arash Mohammadi and
Farnoosh Naderkhani},
title = {ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High
Density Surface {EMG} Signals},
journal = {CoRR},
volume = {abs/2201.10060},
year = {2022}
}
@article{DBLP:journals/corr/abs-2203-16336,
author = {Soheil Zabihi and
Elahe Rahimian and
Amir Asif and
Arash Mohammadi},
title = {TraHGR: Transformer for Hand Gesture Recognition via ElectroMyography},
journal = {CoRR},
volume = {abs/2203.16336},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-00049,
author = {Parvin Malekzadeh and
Mohammad Salimibeni and
Ming Hou and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {{AKF-SR:} Adaptive Kalman Filtering-based Successor Representation},
journal = {CoRR},
volume = {abs/2204.00049},
year = {2022}
}
@article{DBLP:journals/corr/abs-2205-08422,
author = {Zohreh Hajiakhondi{-}Meybodi and
Ming Hou and
Arash Mohammadi},
title = {{JUNO:} Jump-Start Reinforcement Learning-based Node Selection for
{UWB} Indoor Localization},
journal = {CoRR},
volume = {abs/2205.08422},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-05874,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Ming Hou and
Elahe Rahimian and
Shahin Heidarian and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {Multi-Content Time-Series Popularity Prediction with Multiple-Model
Transformers in {MEC} Networks},
journal = {CoRR},
volume = {abs/2210.05874},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-15119,
author = {Soheil Zabihi and
Elahe Rahimian and
Amir Asif and
Arash Mohammadi},
title = {Light-weighted CNN-Attention based architecture for Hand Gesture Recognition
via ElectroMyography},
journal = {CoRR},
volume = {abs/2210.15119},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-15125,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Ming Hou and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {ViT-CAT: Parallel Vision Transformers with Cross Attention Fusion
for Popularity Prediction in {MEC} Networks},
journal = {CoRR},
volume = {abs/2210.15125},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-15132,
author = {Mohammad Salimibeni and
Arash Mohammadi},
title = {Hybrid Indoor Localization via Reinforcement Learning-based Information
Fusion},
journal = {CoRR},
volume = {abs/2210.15132},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-15297,
author = {Sadaf Khademi and
Shahin Heidarian and
Parnian Afshar and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Spatio-Temporal Hybrid Fusion of {CAE} and SWIn Transformers for Lung
Cancer Malignancy Prediction},
journal = {CoRR},
volume = {abs/2210.15297},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-02619,
author = {Mansooreh Montazerin and
Elahe Rahimian and
Farnoosh Naderkhani and
Seyed Farokh Atashzar and
Hamid Alinejad{-}Rokny and
Arash Mohammadi},
title = {{HYDRA-HGR:} {A} Hybrid Transformer-based Architecture for Fusion
of Macroscopic and Microscopic Neural Drive Information},
journal = {CoRR},
volume = {abs/2211.02619},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-00743,
author = {Mansooreh Montazerin and
Elahe Rahimian and
Farnoosh Naderkhani and
Seyed Farokh Atashzar and
Svetlana N. Yanushkevich and
Arash Mohammadi},
title = {Transformer-based Hand Gesture Recognition via High-Density {EMG}
Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike
Trains},
journal = {CoRR},
volume = {abs/2212.00743},
year = {2022}
}
@article{DBLP:journals/access/Hajiakhondi-Meybodi21,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Jamshid Abouei},
title = {Deep Reinforcement Learning for Trustworthy and Time-Varying Connection
Scheduling in a Coupled UAV-Based Femtocaching Architecture},
journal = {{IEEE} Access},
volume = {9},
pages = {32263--32281},
year = {2021}
}
@article{DBLP:journals/access/TeimourzadehMSM21,
author = {Hamid Teimourzadeh and
Arash Moradzadeh and
Maryam Shoaran and
Behnam Mohammadi{-}Ivatloo and
Reza Razzaghi},
title = {High Impedance Single-Phase Faults Diagnosis in Transmission Lines
via Deep Reinforcement Learning of Transfer Functions},
journal = {{IEEE} Access},
volume = {9},
pages = {15796--15809},
year = {2021}
}
@article{DBLP:journals/cbm/MohammadiEM21,
author = {Hossein Mohammadi and
Arash Ebrahimian and
Nima Maftoon},
title = {Fracture behaviour of human skin in deep needle insertion can be captured
using validated cohesive zone finite-element method},
journal = {Comput. Biol. Medicine},
volume = {139},
pages = {104982},
year = {2021}
}
@article{DBLP:journals/firai/MotaharifarNAIL21,
author = {Mohammad Motaharifar and
Alireza Norouzzadeh and
Parisa Abdi and
Arash Iranfar and
Faraz Lotfi and
Behzad Moshiri and
Alireza Lashay and
Seyed Farzad Mohammadi and
Hamid D. Taghirad},
title = {Applications of Haptic Technology, Virtual Reality, and Artificial
Intelligence in Medical Training During the {COVID-19} Pandemic},
journal = {Frontiers Robotics {AI}},
volume = {8},
pages = {612949},
year = {2021}
}
@article{DBLP:journals/frai/HeidarianAENRFS21,
author = {Shahin Heidarian and
Parnian Afshar and
Nastaran Enshaei and
Farnoosh Naderkhani and
Moezedin Javad Rafiee and
Faranak Babaki Fard and
Kaveh Samimi and
Seyed Farokh Atashzar and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{COVID-FACT:} {A} Fully-Automated Capsule Network-Based Framework
for Identification of {COVID-19} Cases from Chest {CT} Scans},
journal = {Frontiers Artif. Intell.},
volume = {4},
pages = {598932},
year = {2021}
}
@article{DBLP:journals/jaihc/MoradzadehMAAFR21,
author = {Arash Moradzadeh and
Behnam Mohammadi{-}Ivatloo and
Mehdi Abapour and
Amjad Anvari{-}Moghaddam and
Saeid Gholami Farkoush and
Sang{-}Bong Rhee},
title = {A practical solution based on convolutional neural network for non-intrusive
load monitoring},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {12},
number = {10},
pages = {9775--9789},
year = {2021}
}
@article{DBLP:journals/pr/AfsharNORMP21,
author = {Parnian Afshar and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Moezedin Javad Rafiee and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {{MIXCAPS:} {A} capsule network-based mixture of experts for lung nodule
malignancy prediction},
journal = {Pattern Recognit.},
volume = {116},
pages = {107942},
year = {2021}
}
@article{DBLP:journals/spm/FarinaMATP21,
author = {Dario Farina and
Arash Mohammadi and
T{\"{u}}lay Adali and
Nitish V. Thakor and
Konstantinos N. Plataniotis},
title = {Signal Processing for Neurorehabilitation and Assistive Technologies
[From the Guest Editors]},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {4},
pages = {5--7},
year = {2021}
}
@article{DBLP:journals/spm/MohammadiWEANOR21,
author = {Arash Mohammadi and
Yingxu Wang and
Nastaran Enshaei and
Parnian Afshar and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Moezedin Javad Rafiee and
Helder Cesar Rodigues de Oliveira and
Svetlana N. Yanushkevich and
Konstantinos N. Plataniotis},
title = {Diagnosis/Prognosis of {COVID-19} Chest Images via Machine Learning
and Hypersignal Processing: Challenges, opportunities, and applications},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {5},
pages = {37--66},
year = {2021}
}
@article{DBLP:journals/tie/JangHRQAPHYL21,
author = {ByeongGi Jang and
Arash Hejazi and
Reza E. Rad and
Yasser Mohammadi Qaragoez and
Imran Ali and
YoungGun Pu and
Keum{-}Cheol Hwang and
Youngoo Yang and
Kang{-}Yoon Lee},
title = {A 15-W Triple-Mode Wireless Power Transmitting Unit With High System
Efficiency Using Integrated Power Amplifier and {DC-DC} Converter},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {68},
number = {10},
pages = {9574--9585},
year = {2021}
}
@article{DBLP:journals/tii/MoradzadehPMM21,
author = {Arash Moradzadeh and
Kazem Pourhossein and
Behnam Mohammadi{-}Ivatloo and
Fazel Mohammadi},
title = {Locating Inter-Turn Faults in Transformer Windings Using Isometric
Feature Mapping of Frequency Response Traces},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {17},
number = {10},
pages = {6962--6970},
year = {2021}
}
@article{DBLP:journals/tnse/AminiAMA21,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi and
Ali Azarbahram},
title = {Sampled-Data Dynamic Event-Triggering Control for Networked Systems
Subject to DoS Attacks},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {8},
number = {3},
pages = {1978--1990},
year = {2021}
}
@article{DBLP:journals/tsmc/AminiAM21,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {{RQ-CEASE:} {A} Resilient Quantized Collaborative Event-Triggered
Average-Consensus Sampled-Data Framework Under Denial of Service Attack},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {11},
pages = {7027--7039},
year = {2021}
}
@inproceedings{DBLP:conf/icassp/Atashi021,
author = {Mohammadamin Atashi and
Arash Mohammadi},
title = {Online Dynamic Window {(ODW)} Assisted 2-Stage {LSTM} Indoor Localization
for Smart Phones},
booktitle = {{ICASSP}},
pages = {7923--7927},
year = {2021}
}
@inproceedings{DBLP:conf/icassp/Hajiakhondi-Meybodi21,
author = {Zohreh Hajiakhondi{-}Meybodi and
Mohammad Salimibeni and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Bluetooth Low Energy and CNN-Based Angle of Arrival Localization in
Presence of Rayleigh Fading},
booktitle = {{ICASSP}},
pages = {7913--7917},
year = {2021}
}
@inproceedings{DBLP:conf/icassp/HeidarianA0ROPN21,
author = {Shahin Heidarian and
Parnian Afshar and
Arash Mohammadi and
Moezedin Javad Rafiee and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Farnoosh Naderkhani},
title = {Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19
Disease Identification From Chest Ct Scans Using Capsule Networks},
booktitle = {{ICASSP}},
pages = {1040--1044},
year = {2021}
}
@inproceedings{DBLP:conf/icassp/RahimianZAA021,
author = {Elahe Rahimian and
Soheil Zabihi and
Amir Asif and
Seyed Farokh Atashzar and
Arash Mohammadi},
title = {Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture
Recognition},
booktitle = {{ICASSP}},
pages = {1300--1304},
year = {2021}
}
@inproceedings{DBLP:conf/icassp/SalimibeniM0SP21,
author = {Mohammad Salimibeni and
Parvin Malekzadeh and
Arash Mohammadi and
Petros Spachos and
Konstantinos N. Plataniotis},
title = {Makf-Sr: Multi-Agent Adaptive Kalman Filtering-Based Successor Representations},
booktitle = {{ICASSP}},
pages = {8037--8041},
year = {2021}
}
@inproceedings{DBLP:conf/icip/AfsharHNROP021,
author = {Parnian Afshar and
Shahin Heidarian and
Farnoosh Naderkhani and
Moezedin Javad Rafiee and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans
And Clinical/Demographic Data},
booktitle = {{ICIP}},
pages = {180--184},
year = {2021}
}
@inproceedings{DBLP:conf/icip/ZabihiRA021,
author = {Soheil Zabihi and
Elahe Rahimian and
Amir Asif and
Arash Mohammadi},
title = {SepUnet: Depthwise Separable Convolution Integrated U-Net For {MRI}
Reconstruction},
booktitle = {{ICIP}},
pages = {3792--3796},
year = {2021}
}
@inproceedings{DBLP:conf/isgt/MoradzadehPMKB21,
author = {Arash Moradzadeh and
Kazem Pourhossein and
Behnam Mohammadi{-}Ivatloo and
Tohid Khalili and
Ali Bidram},
title = {Radial Deformation Emplacement in Power Transformers Using Long Short-Term
Memory Networks},
booktitle = {{ISGT}},
pages = {1--5},
year = {2021}
}
@inproceedings{DBLP:conf/smc/SarhadiAH0P21,
author = {Bahar Sarhadi and
Jamshid Abouei and
Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Streaming Compression Multimedia Data over WMSNs based on Fairness
Cluster-based Routing Protocol},
booktitle = {{SMC}},
pages = {661--666},
year = {2021}
}
@misc{DBLP:data/10/AfsharRNHEOFAPM21,
author = {Parnian Afshar and
Moezedin Javad Rafiee and
Farnoosh Naderkhani and
Shahin Heidarian and
Nastaran Enshaei and
Anastasia Oikonomou and
Faranak Babaki Fard and
Reut Anconina and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{COVID-19} Low-Dose and Ultra-Low-Dose {CT} Scans},
publisher = {{IEEE} DataPort},
year = {2021},
month = jun,
howpublished = {\url{https://doi.org/10.21227/sed8-6r15}},
note = {Accessed on YYYY-MM-DD.}
}
@article{DBLP:journals/corr/abs-2101-02287,
author = {Farnoush Ronaghi and
Mohammad Salimibeni and
Farnoosh Naderkhani and
Arash Mohammadi},
title = {{COVID19-HPSMP:} {COVID-19} Adopted Hybrid and Parallel Deep Information
Fusion Framework for Stock Price Movement Prediction},
journal = {CoRR},
volume = {abs/2101.02287},
year = {2021}
}
@article{DBLP:journals/corr/abs-2101-11787,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Jamshid Abouei and
Ming Hou},
title = {Joint Transmission Scheme and Coded Content Placement in Cluster-centric
UAV-aided Cellular Networks},
journal = {CoRR},
volume = {abs/2101.11787},
year = {2021}
}
@article{DBLP:journals/corr/abs-2105-14656,
author = {Parnian Afshar and
Moezedin Javad Rafiee and
Farnoosh Naderkhani and
Shahin Heidarian and
Nastaran Enshaei and
Anastasia Oikonomou and
Faranak Babaki Fard and
Reut Anconina and
Keyvan Farahani and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Human-level {COVID-19} Diagnosis from Low-dose {CT} Scans Using a
Two-stage Time-distributed Capsule Network},
journal = {CoRR},
volume = {abs/2105.14656},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-01527,
author = {Nastaran Enshaei and
Anastasia Oikonomou and
Moezedin Javad Rafiee and
Parnian Afshar and
Shahin Heidarian and
Arash Mohammadi and
Konstantinos N. Plataniotis and
Farnoosh Naderkhani},
title = {COVID-Rate: An Automated Framework for Segmentation of {COVID-19}
Lesions from Chest {CT} Scans},
journal = {CoRR},
volume = {abs/2107.01527},
year = {2021}
}
@article{DBLP:journals/corr/abs-2108-08275,
author = {Mohammad Salimibeni and
Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Yingxu Wang},
title = {{TB-ICT:} {A} Trustworthy Blockchain-Enabled System for Indoor {COVID-19}
Contact Tracing},
journal = {CoRR},
volume = {abs/2108.08275},
year = {2021}
}
@article{DBLP:journals/corr/abs-2108-13157,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Ming Hou and
Konstantinos N. Plataniotis},
title = {{DQLEL:} Deep Q-Learning for Energy-Optimized LoS/NLoS {UWB} Node
Selection},
journal = {CoRR},
volume = {abs/2108.13157},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-00126,
author = {Mohammadamin Atashi and
Mohammad Salimibeni and
Arash Mohammadi},
title = {Online Dynamic Window {(ODW)} Assisted Two-stage {LSTM} Frameworks
for Indoor Localization},
journal = {CoRR},
volume = {abs/2109.00126},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-09241,
author = {Shahin Heidarian and
Parnian Afshar and
Nastaran Enshaei and
Farnoosh Naderkhani and
Moezedin Javad Rafiee and
Anastasia Oikonomou and
Akbar Shafiee and
Faranak Babaki Fard and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Robust Automated Framework for {COVID-19} Disease Identification from
a Multicenter Dataset of Chest {CT} Scans},
journal = {CoRR},
volume = {abs/2109.09241},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-12379,
author = {Elahe Rahimian and
Soheil Zabihi and
Amir Asif and
Dario Farina and
Seyed Farokh Atashzar and
Arash Mohammadi},
title = {TEMGNet: Deep Transformer-based Decoding of Upperlimb sEMG for Hand
Gestures Recognition},
journal = {CoRR},
volume = {abs/2109.12379},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-00203,
author = {Soheil Zabihi and
Elahe Rahimian and
Soumya Sharma and
Sean K. Sethi and
Sara Gharabaghi and
Amir Asif and
E. Mark Haacke and
Mandar S. Jog and
Arash Mohammadi},
title = {Q-Net: {A} Quantitative Susceptibility Mapping-based Deep Neural Network
for Differential Diagnosis of Brain Iron Deposition in Hemochromatosis},
journal = {CoRR},
volume = {abs/2110.00203},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-08717,
author = {Elahe Rahimian and
Soheil Zabihi and
Amir Asif and
Dario Farina and
Seyed Farokh Atashzar and
Arash Mohammadi},
title = {Hand Gesture Recognition Using Temporal Convolutions and Attention
Mechanism},
journal = {CoRR},
volume = {abs/2110.08717},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-08721,
author = {Shahin Heidarian and
Parnian Afshar and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {CAE-Transformer: Transformer-based Model to Predict Invasiveness of
Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D {CT}
Scans},
journal = {CoRR},
volume = {abs/2110.08721},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-08726,
author = {Nastaran Enshaei and
Moezedin Javad Rafiee and
Arash Mohammadi and
Farnoosh Naderkhani},
title = {Data Shapley Value for Handling Noisy Labels: An application in Screening
{COVID-19} Pneumonia from Chest {CT} Scans},
journal = {CoRR},
volume = {abs/2110.08726},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-00633,
author = {Zohreh Hajiakhondi{-}Meybodi and
Arash Mohammadi and
Elahe Rahimian and
Shahin Heidarian and
Jamshid Abouei and
Konstantinos N. Plataniotis},
title = {TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks},
journal = {CoRR},
volume = {abs/2112.00633},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-15156,
author = {Mohammad Salimibeni and
Arash Mohammadi and
Parvin Malekzadeh and
Konstantinos N. Plataniotis},
title = {Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference
and Successor Representation},
journal = {CoRR},
volume = {abs/2112.15156},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-15271,
author = {Soheil Zabihi and
Elahe Rahimian and
Fatemeh Marefat and
Amir Asif and
Pedram Mohseni and
Arash Mohammadi},
title = {BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure
Estimation via a Generic Deep Convolutional Architecture},
journal = {CoRR},
volume = {abs/2112.15271},
year = {2021}
}
@article{DBLP:journals/access/EbrahimianMBMT20,
author = {Arash Ebrahimian and
Hossein Mohammadi and
Morteza Babaie and
Nima Maftoon and
Hamid R. Tizhoosh},
title = {Class-Aware Image Search for Interpretable Cancer Identification},
journal = {{IEEE} Access},
volume = {8},
pages = {197352--197362},
year = {2020}
}
@article{DBLP:journals/access/MalekzadehSMAP20,
author = {Parvin Malekzadeh and
Mohammad Salimibeni and
Arash Mohammadi and
Akbar Assa and
Konstantinos N. Plataniotis},
title = {{MM-KTD:} Multiple Model Kalman Temporal Differences for Reinforcement
Learning},
journal = {{IEEE} Access},
volume = {8},
pages = {128716--128729},
year = {2020}
}
@article{DBLP:journals/access/NejatOMCMT20,
author = {Arash Nejat and
Frederic Ouattara and
Mohammad Mohammadinodoushan and
Bertrand Cambou and
Ken Mackay and
Lionel Torres},
title = {Practical Experiments to Evaluate Quality Metrics of MRAM-Based Physical
Unclonable Functions},
journal = {{IEEE} Access},
volume = {8},
pages = {176042--176049},
year = {2020}
}
@article{DBLP:journals/elektrik/HassanhosseiniT20,
author = {Saeid Hassanhosseini and
Mohammad Reza Taban and
Jamshid Abouei and
Arash Mohammadi},
title = {Improving performance of indoor localization using compressive sensing
and normal hedge algorithm},
journal = {Turkish J. Electr. Eng. Comput. Sci.},
volume = {28},
number = {4},
pages = {2143--2157},
year = {2020}
}
@article{DBLP:journals/ieeejas/AminiAM20,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {Formation-containment control using dynamic event-triggering mechanism
for multi-agent systems},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {7},
number = {5},
pages = {1235--1248},
year = {2020}
}
@article{DBLP:journals/jmrr/RahimianZAA020,
author = {Elahe Rahimian and
Soheil Zabihi and
Seyed Farokh Atashzar and
Amir Asif and
Arash Mohammadi},
title = {Surface EMG-Based Hand Gesture Recognition via Hybrid and Dilated
Deep Neural Network Architectures for Neurorobotic Prostheses},
journal = {J. Medical Robotics Res.},
volume = {5},
number = {1-2},
pages = {2041001:1--2041001:12},
year = {2020}
}
@article{DBLP:journals/prl/AfsharHNOPM20,
author = {Parnian Afshar and
Shahin Heidarian and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{COVID-CAPS:} {A} capsule network-based framework for identification
of {COVID-19} cases from X-ray images},
journal = {Pattern Recognit. Lett.},
volume = {138},
pages = {638--643},
year = {2020}
}
@article{DBLP:journals/spl/AfsharMP20,
author = {Parnian Afshar and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {BayesCap: {A} Bayesian Approach to Brain Tumor Classification Using
Capsule Networks},
journal = {{IEEE} Signal Process. Lett.},
volume = {27},
pages = {2024--2028},
year = {2020}
}
@article{DBLP:journals/tcas/KhoshsaadatKM20,
author = {Alireza Khoshsaadat and
Arash Khoshooei and
Mohammad Mohammadi},
title = {Analysis and Design of a New Current-Source Output Load Resonant Converter
With High Capability in Line and Load Regulation},
journal = {{IEEE} Trans. Circuits Syst. {I} Regul. Pap.},
volume = {67-I},
number = {8},
pages = {2849--2858},
year = {2020}
}
@article{DBLP:journals/tvt/Hajiakhondi-Meybodi20,
author = {Zohreh Hajiakhondi{-}Meybodi and
Jamshid Abouei and
Muhammad Jaseemuddin and
Arash Mohammadi},
title = {Mobility-Aware Femtocaching Algorithm in {D2D} Networks Based on Handover},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {69},
number = {9},
pages = {10188--10201},
year = {2020}
}
@inproceedings{DBLP:conf/acssc/RahimianZA020,
author = {Elahe Rahimian and
Soheil Zabihi and
Amir Asif and
Arash Mohammadi},
title = {Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture
Recognition},
booktitle = {{ACSSC}},
pages = {371--374},
year = {2020}
}
@inproceedings{DBLP:conf/acssc/SalimibeniM0P20,
author = {Mohammad Salimibeni and
Parvin Malekzadeh and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Distributed Hybrid Kalman Temporal Differences for Reinforcement Learning},
booktitle = {{ACSSC}},
pages = {579--583},
year = {2020}
}
@inproceedings{DBLP:conf/amcc/AminiA020,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {Dynamic Event-triggered Formation Control for Multi-agent Systems:
{A} Co-design Optimization Approach},
booktitle = {{ACC}},
pages = {707--712},
year = {2020}
}
@inproceedings{DBLP:conf/embc/AfsharPM20,
author = {Parnian Afshar and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {BoostCaps: {A} Boosted Capsule Network for Brain Tumor Classification},
booktitle = {{EMBC}},
pages = {1075--1079},
year = {2020}
}
@inproceedings{DBLP:conf/embc/ShahtalebiAM20,
author = {Soroosh Shahtalebi and
Amir Asif and
Arash Mohammadi},
title = {Siamese Neural Networks for EEG-based Brain-computer Interfaces},
booktitle = {{EMBC}},
pages = {442--446},
year = {2020}
}
@inproceedings{DBLP:conf/eusipco/AtashiMSHPM20,
author = {Mohammadamin Atashi and
Parvin Malekzadeh and
Mohammad Salimibeni and
Zohreh Hajiakhondi{-}Meybodi and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Orientation-Matched Multiple Modeling for RSSI-based Indoor Localization
via {BLE} Sensors},
booktitle = {{EUSIPCO}},
pages = {1702--1706},
year = {2020}
}
@inproceedings{DBLP:conf/eusipco/KarimiMRA20,
author = {Raika Karimi and
Arash Mohammadi and
Laura Rosero and
Amir Asif},
title = {Deep Video Canonical Correlation Analysis for Steady State motion
Visual Evoked Potential Feature Extraction},
booktitle = {{EUSIPCO}},
pages = {1130--1134},
year = {2020}
}
@inproceedings{DBLP:conf/eusipco/SalimibeniHMAPM20,
author = {Mohammad Salimibeni and
Zohreh Hajiakhondi{-}Meybodi and
Parvin Malekzadeh and
Mohammadamin Atashi and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {IoT-TD: IoT Dataset for Multiple Model BLE-based Indoor Localization/Tracking},
booktitle = {{EUSIPCO}},
pages = {1697--1701},
year = {2020}
}
@inproceedings{DBLP:conf/fusion/Hajiakhondi-Meybodi20,
author = {Zohreh Hajiakhondi{-}Meybodi and
Mohammad Salimibeni and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Bluetooth Low Energy-based Angle of Arrival Estimation via Switch
Antenna Array for Indoor Localization},
booktitle = {{FUSION}},
pages = {1--6},
year = {2020}
}
@inproceedings{DBLP:conf/fusion/RonaghiSN020,
author = {Farnoush Ronaghi and
Mohammad Salimibeni and
Farnoosh Naderkhani and
Arash Mohammadi},
title = {{ND-SMPF:} {A} Noisy Deep Neural Network Fusion Framework for Stock
Price Movement Prediction},
booktitle = {{FUSION}},
pages = {1--7},
year = {2020}
}
@inproceedings{DBLP:conf/icassp/AfsharOP020,
author = {Parnian Afshar and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{MDR-SURV:} {A} Multi-Scale Deep Learning-Based Radiomics for Survival
Prediction in Pulmonary Malignancies},
booktitle = {{ICASSP}},
pages = {2013--2017},
year = {2020}
}
@inproceedings{DBLP:conf/icassp/MalekzadehMSP020,
author = {Parvin Malekzadeh and
Shervin Mehryar and
Petros Spachos and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Non-Gaussian BLE-Based Indoor Localization Via Gaussian Sum Filtering
Coupled with Wasserstein Distance},
booktitle = {{ICASSP}},
pages = {9046--9050},
year = {2020}
}
@inproceedings{DBLP:conf/icassp/RahimianZAA020,
author = {Elahe Rahimian and
Soheil Zabihi and
Seyed Farokh Atashzar and
Amir Asif and
Arash Mohammadi},
title = {XceptionTime: Independent Time-Window Xceptiontime Architecture for
Hand Gesture Classification},
booktitle = {{ICASSP}},
pages = {1304--1308},
year = {2020}
}
@inproceedings{DBLP:conf/icphm/Al-DulaimiA020,
author = {Ali Al{-}Dulaimi and
Amir Asif and
Arash Mohammadi},
title = {Multipath Parallel Hybrid Deep Neural Networks Framework for Remaining
Useful Life Estimation},
booktitle = {{ICPHM}},
pages = {1--7},
year = {2020}
}
@inproceedings{DBLP:conf/isgteurope/SamadiCFP20,
author = {Arash Samadi and
Reza Mohammadi Chabanloo and
Meisam Farrokhifar and
David Pozo},
title = {Adaptive Coordination of Overcurrent Relays Considering Setting Changes
Minimization to Improve Protection System's Reliability},
booktitle = {ISGT-Europe},
pages = {414--418},
year = {2020}
}
@inproceedings{DBLP:conf/smc/AsadiAHMM20,
author = {Marziyehsadat Asadi and
Jamshid Abouei and
Zohreh Hajiakhondi{-}Meybodi and
Mohammadreza Mazidi and
Arash Mohammadi},
title = {{FDIA} Detection through an Adaptive Multi-Level Features Classification
in Smart Grids},
booktitle = {{SMC}},
pages = {1828--1833},
year = {2020}
}
@inproceedings{DBLP:conf/smc/Hajiakhondi-Meybodi20,
author = {Zohreh Hajiakhondi{-}Meybodi and
Mohammad Salimibeni and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Bluetooth Low Energy-based Angle of Arrival Estimation in Presence
of Rayleigh Fading},
booktitle = {{SMC}},
pages = {3395--3400},
year = {2020}
}
@inproceedings{DBLP:conf/smc/WangYHPCGHKLMKT20,
author = {Yingxu Wang and
Svetlana N. Yanushkevich and
Ming Hou and
Konstantinos N. Plataniotis and
Mark Coates and
Marina L. Gavrilova and
Yaoping Hu and
Fakhri Karray and
Henry Leung and
Arash Mohammadi and
Sam Kwong and
Edward W. Tunstel and
Ljiljana Trajkovic and
Imre J. Rudas and
Janusz Kacprzyk},
title = {A Tripartite Theory of Trustworthiness for Autonomous Systems},
booktitle = {{SMC}},
pages = {3375--3380},
year = {2020}
}
@article{DBLP:journals/corr/abs-2002-00904,
author = {Soroosh Shahtalebi and
Amir Asif and
Arash Mohammadi},
title = {Siamese Neural Networks for EEG-based Brain-computer Interfaces},
journal = {CoRR},
volume = {abs/2002.00904},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-08293,
author = {Ali{-}akbar Agha{-}mohammadi and
Andrea Tagliabue and
Stephanie Schneider and
Benjamin Morrell and
Marco Pavone and
Jason Hofgartner and
Issa A. D. Nesnas and
Rashied B. Amini and
Arash Kalantari and
Alessandra Babuscia and
Jonathan I. Lunine},
title = {The Shapeshifter: a Morphing, Multi-Agent, Multi-Modal Robotic Platform
for the Exploration of Titan (preprint version)},
journal = {CoRR},
volume = {abs/2003.08293},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-02696,
author = {Parnian Afshar and
Shahin Heidarian and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{COVID-CAPS:} {A} Capsule Network-based Framework for Identification
of {COVID-19} cases from X-ray Images},
journal = {CoRR},
volume = {abs/2004.02696},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-00195,
author = {Parvin Malekzadeh and
Mohammad Salimibeni and
Arash Mohammadi and
Akbar Assa and
Konstantinos N. Plataniotis},
title = {{MM-KTD:} Multiple Model Kalman Temporal Differences for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2006.00195},
year = {2020}
}
@article{DBLP:journals/corr/abs-2008-06072,
author = {Parnian Afshar and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Moezedin Javad Rafiee and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {{MIXCAPS:} {A} Capsule Network-based Mixture of Experts for Lung Nodule
Malignancy Prediction},
journal = {CoRR},
volume = {abs/2008.06072},
year = {2020}
}
@article{DBLP:journals/corr/abs-2009-14623,
author = {Parnian Afshar and
Shahin Heidarian and
Nastaran Enshaei and
Farnoosh Naderkhani and
Moezedin Javad Rafiee and
Anastasia Oikonomou and
Faranak Babaki Fard and
Kaveh Samimi and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {{COVID-CT-MD:} {COVID-19} Computed Tomography {(CT)} Scan Dataset
Applicable in Machine Learning and Deep Learning},
journal = {CoRR},
volume = {abs/2009.14623},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-16041,
author = {Shahin Heidarian and
Parnian Afshar and
Nastaran Enshaei and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Seyed Farokh Atashzar and
Faranak Babaki Fard and
Kaveh Samimi and
Konstantinos N. Plataniotis and
Arash Mohammadi and
Moezedin Javad Rafiee},
title = {{COVID-FACT:} {A} Fully-Automated Capsule Network-based Framework
for Identification of {COVID-19} Cases from Chest {CT} scans},
journal = {CoRR},
volume = {abs/2010.16041},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-16043,
author = {Shahin Heidarian and
Parnian Afshar and
Arash Mohammadi and
Moezedin Javad Rafiee and
Anastasia Oikonomou and
Konstantinos N. Plataniotis and
Farnoosh Naderkhani},
title = {{CT-CAPS:} Feature Extraction-based Automated Framework for {COVID-19}
Disease Identification from Chest {CT} Scans using Capsule Networks},
journal = {CoRR},
volume = {abs/2010.16043},
year = {2020}
}
@article{DBLP:journals/corr/abs-2011-06104,
author = {Elahe Rahimian and
Soheil Zabihi and
Amir Asif and
Dario Farina and
Seyed Farokh Atashzar and
Arash Mohammadi},
title = {{FS-HGR:} Few-shot Learning for Hand Gesture Recognition via ElectroMyography},
journal = {CoRR},
volume = {abs/2011.06104},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-06982,
author = {Arash Moradzadeh and
Kazem Pourhossein and
Behnam Mohammadi{-}Ivatloo and
Tohid Khalili and
Ali Bidram},
title = {Radial Deformation Emplacement in Power Transformers Using Long Short-Term
Memory Networks},
journal = {CoRR},
volume = {abs/2012.06982},
year = {2020}
}
@article{DBLP:journals/corr/abs-2012-14106,
author = {Arash Mohammadi and
Yingxu Wang and
Nastaran Enshaei and
Parnian Afshar and
Farnoosh Naderkhani and
Anastasia Oikonomou and
Moezedin Javad Rafiee and
Helder Cesar Rodigues de Oliveira and
Svetlana N. Yanushkevich and
Konstantinos N. Plataniotis},
title = {Diagnosis/Prognosis of {COVID-19} Images: Challenges, Opportunities,
and Applications},
journal = {CoRR},
volume = {abs/2012.14106},
year = {2020}
}
@article{DBLP:journals/bspc/ShahtalebiAPM19,
author = {Soroosh Shahtalebi and
Seyed Farokh Atashzar and
Rajni V. Patel and
Arash Mohammadi},
title = {{WAKE:} Wavelet decomposition coupled with adaptive Kalman filtering
for pathological tremor extraction},
journal = {Biomed. Signal Process. Control.},
volume = {48},
pages = {179--188},
year = {2019}
}
@article{DBLP:journals/cii/Al-DulaimiZAM19,
author = {Ali Al{-}Dulaimi and
Soheil Zabihi and
Amir Asif and
Arash Mohammadi},
title = {A multimodal and hybrid deep neural network model for Remaining Useful
Life estimation},
journal = {Comput. Ind.},
volume = {108},
pages = {186--196},
year = {2019}
}
@article{DBLP:journals/isci/AminiAM19,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {A performance guaranteed sampled-data event-triggered consensus approach
for linear multi-agent systems},
journal = {Inf. Sci.},
volume = {484},
pages = {338--349},
year = {2019}
}
@article{DBLP:journals/ral/ShahtalebiAP019,
author = {Soroosh Shahtalebi and
Seyed Farokh Atashzar and
Rajni V. Patel and
Arash Mohammadi},
title = {{HMFP-DBRNN:} Real-Time Hand Motion Filtering and Prediction via Deep
Bidirectional {RNN}},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {4},
number = {2},
pages = {1061--1068},
year = {2019}
}
@article{DBLP:journals/spl/MalekzadehMBP19,
author = {Parvin Malekzadeh and
Arash Mohammadi and
Mihai Barbulescu and
Konstantinos N. Plataniotis},
title = {{STUPEFY:} Set-Valued Box Particle Filtering for Bluetooth Low Energy-Based
Indoor Localization},
journal = {{IEEE} Signal Process. Lett.},
volume = {26},
number = {12},
pages = {1773--1777},
year = {2019}
}
@article{DBLP:journals/spm/AfsharMPOB19,
author = {Parnian Afshar and
Arash Mohammadi and
Konstantinos N. Plataniotis and
Anastasia Oikonomou and
Habib Benali},
title = {From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges
and opportunities},
journal = {{IEEE} Signal Process. Mag.},
volume = {36},
number = {4},
pages = {132--160},
year = {2019}
}
@article{DBLP:journals/spm/MohammadiAAFKOP19,
author = {Arash Mohammadi and
Parnian Afshar and
Amir Asif and
Keyvan Farahani and
Justin S. Kirby and
Anastasia Oikonomou and
Konstantinos N. Plataniotis},
title = {Lung Cancer Radiomics: Highlights from the {IEEE} Video and Image
Processing Cup 2018 Student Competition {[SP} Competitions]},
journal = {{IEEE} Signal Process. Mag.},
volume = {36},
number = {1},
pages = {164--173},
year = {2019}
}
@article{DBLP:journals/tcyb/MohammadiAMNN19,
author = {Arash Mohammadi and
Houshyar Asadi and
Shady M. K. Mohamed and
Kyle Nelson and
Saeid Nahavandi},
title = {Multiobjective and Interactive Genetic Algorithms for Weight Tuning
of a Model Predictive Control-Based Motion Cueing Algorithm},
journal = {{IEEE} Trans. Cybern.},
volume = {49},
number = {9},
pages = {3471--3481},
year = {2019}
}
@inproceedings{DBLP:conf/amcc/AminiZ0A19,
author = {Amir Amini and
Zahra Zeinaly and
Arash Mohammadi and
Amir Asif},
title = {Performance Constrained Distributed Event-triggered Consensus in Multi-agent
Systems},
booktitle = {{ACC}},
pages = {1830--1835},
year = {2019}
}
@inproceedings{DBLP:conf/codit/AminiA0A19,
author = {Amir Amini and
Ali Azarbahram and
Arash Mohammadi and
Amir Asif},
title = {Resilient Event-triggered Average Consensus Under Denial of Service
Attack and Uncertain Network},
booktitle = {CoDIT},
pages = {291--296},
year = {2019}
}
@inproceedings{DBLP:conf/embc/Shahtalebi019,
author = {Soroosh Shahtalebi and
Arash Mohammadi},
title = {Feature Space Reduction for Single Trial {EEG} Classification based
on Wavelet Decomposition},
booktitle = {{EMBC}},
pages = {7161--7164},
year = {2019}
}
@inproceedings{DBLP:conf/fusion/AtashiSMBP019,
author = {Mohammadamin Atashi and
Mohammad Salimibeni and
Parvin Malekzadeh and
Mihai Barbulescu and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Multiple Model BLE-based Tracking via Validation of {RSSI} Fluctuations
under Different Conditions},
booktitle = {{FUSION}},
pages = {1--6},
year = {2019}
}
@inproceedings{DBLP:conf/globalsip/KarimiRMA019,
author = {Raika Karimi and
Laura Rosero and
Mahsa Mirgholami and
Amir Asif and
Arash Mohammadi},
title = {Study on Novel Designs with Reduced Fatigue for Steady State Motion
Visual Evoked Potentials},
booktitle = {GlobalSIP},
pages = {1--5},
year = {2019}
}
@inproceedings{DBLP:conf/globalsip/MirgholamiSCKA019,
author = {Mahsa Mirgholami and
Soroosh Shahtalebi and
William Cui and
Raika Karimi and
Amir Asif and
Arash Mohammadi},
title = {Adaptive Subject-Specific Bayesian Spectral Filtering for Single Trial
Eeg Classification},
booktitle = {GlobalSIP},
pages = {1--5},
year = {2019}
}
@inproceedings{DBLP:conf/globalsip/RahimianZAA019,
author = {Elahe Rahimian and
Soheil Zabihi and
Seyed Farokh Atashzar and
Amir Asif and
Arash Mohammadi},
title = {Semg-Based Hand Gesture Recognition Via Dilated Convolutional Neural
Networks},
booktitle = {GlobalSIP},
pages = {1--5},
year = {2019}
}
@inproceedings{DBLP:conf/globalsip/ShahtalebiAP019,
author = {Soroosh Shahtalebi and
Seyed Farokh Atashzar and
Rajni V. Patel and
Arash Mohammadi},
title = {Training of Deep Bidirectional Rnns for Hand Motion Filtering Via
Multimodal Data Fusion},
booktitle = {GlobalSIP},
pages = {1--5},
year = {2019}
}
@inproceedings{DBLP:conf/icassp/AfsharP019,
author = {Parnian Afshar and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Capsule Networks for Brain Tumor Classification Based on {MRI} Images
and Coarse Tumor Boundaries},
booktitle = {{ICASSP}},
pages = {1368--1372},
year = {2019}
}
@inproceedings{DBLP:conf/icassp/Al-DulaimiZA019,
author = {Ali Al{-}Dulaimi and
Soheil Zabihi and
Amir Asif and
Arash Mohammadi},
title = {Hybrid Deep Neural Network Model for Remaining Useful Life Estimation},
booktitle = {{ICASSP}},
pages = {3872--3876},
year = {2019}
}
@inproceedings{DBLP:conf/icassp/AminiA019,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {Quantized Event-triggered Sampled-data Average Consensus with Guaranteed
Rate of Convergence},
booktitle = {{ICASSP}},
pages = {4614--4618},
year = {2019}
}
@inproceedings{DBLP:conf/icassp/MehryarMMSP019,
author = {Shervin Mehryar and
Parvin Malekzadeh and
Santiago Mazuelas and
Petros Spachos and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Belief Condensation Filtering for RSSI-Based State Estimation in Indoor
Localization},
booktitle = {{ICASSP}},
pages = {8385--8389},
year = {2019}
}
@inproceedings{DBLP:conf/icip/AfsharP019,
author = {Parnian Afshar and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Capsule Networks' Interpretability for Brain Tumor Classification
Via Radiomics Analyses},
booktitle = {{ICIP}},
pages = {3816--3820},
year = {2019}
}
@inproceedings{DBLP:conf/icit2/0002MAN19,
author = {Arash Mohammadi and
Shady M. K. Mohamed and
Houshyar Asadi and
Saeid Nahavandi},
title = {Stabilizing Model Predictive Control with Optimized Terminal Sample
Weight for Motion Cueing Algorithm},
booktitle = {{ICIT}},
pages = {1363--1368},
year = {2019}
}
@inproceedings{DBLP:conf/ieeesensors/MalekzadehSABP019,
author = {Parvin Malekzadeh and
Mohammad Salimibeni and
Mohammadamin Atashi and
Mihai Barbulescu and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Gaussian Mixture-based Indoor Localization via Bluetooth Low Energy
Sensors},
booktitle = {{IEEE} {SENSORS}},
pages = {1--4},
year = {2019}
}
@inproceedings{DBLP:conf/ieeesensors/SalimibeniMABP019,
author = {Mohammad Salimibeni and
Parvin Malekzadeh and
Mohammadamin Atashi and
Mihai Barbulescu and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Event-Triggered Monitoring/Communication of Inertial Measurement Unit
for IoT Applications},
booktitle = {{IEEE} {SENSORS}},
pages = {1--4},
year = {2019}
}
@inproceedings{DBLP:conf/smc/Asadi0MQLKN19,
author = {Houshyar Asadi and
Arash Mohammadi and
Shady M. K. Mohamed and
Mohammad Reza Chalak Qazani and
Chee Peng Lim and
Abbas Khosravi and
Saeid Nahavandi},
title = {A Model Predictive Control-based Motion Cueing Algorithm using an
optimized Nonlinear Scaling for Driving Simulators},
booktitle = {{SMC}},
pages = {1245--1250},
year = {2019}
}
@article{DBLP:journals/corr/abs-1911-03803,
author = {Elahe Rahimian and
Soheil Zabihi and
Seyed Farokh Atashzar and
Amir Asif and
Arash Mohammadi},
title = {XceptionTime: {A} Novel Deep Architecture based on Depthwise Separable
Convolutions for Hand Gesture Classification},
journal = {CoRR},
volume = {abs/1911.03803},
year = {2019}
}
@article{DBLP:journals/complexity/0001YC18,
author = {Arash Mohammadi and
Chun Yang and
Qingwei Chen},
title = {Attack Detection/Isolation via a Secure Multisensor Fusion Framework
for Cyberphysical Systems},
journal = {Complex.},
volume = {2018},
pages = {1240149:1--1240149:8},
year = {2018}
}
@article{DBLP:journals/eswa/MohammadiAMNN18,
author = {Arash Mohammadi and
Houshyar Asadi and
Shady M. K. Mohamed and
Kyle Nelson and
Saeid Nahavandi},
title = {Optimizing Model Predictive Control horizons using Genetic Algorithm
for Motion Cueing Algorithm},
journal = {Expert Syst. Appl.},
volume = {92},
pages = {73--81},
year = {2018}
}
@article{DBLP:journals/jsce/AsadiLMMNL18,
author = {Houshyar Asadi and
Chee Peng Lim and
Arash Mohammadi and
Shady M. K. Mohamed and
Saeid Nahavandi and
Shanmugam Lakshmanan},
title = {A genetic algorithm-based nonlinear scaling method for optimal motion
cueing algorithm in driving simulator},
journal = {J. Syst. Control. Eng.},
volume = {232},
number = {8},
pages = {1025--1038},
year = {2018}
}
@article{DBLP:journals/jstsp/MohammadiP18,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Noncircular Attacks on Phasor Measurement Units for State Estimation
in Smart Grid},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {12},
number = {4},
pages = {777--789},
year = {2018}
}
@article{DBLP:journals/spl/0001DP18,
author = {Arash Mohammadi and
Somayeh Davar and
Konstantinos N. Plataniotis},
title = {Ternary-Event-Based State Estimation With Joint Point, Quantized,
and Set-Valued Measurements},
journal = {{IEEE} Signal Process. Lett.},
volume = {25},
number = {5},
pages = {665--669},
year = {2018}
}
@article{DBLP:journals/tcas/SadreazamiAM18,
author = {Hamidreza Sadreazami and
Amir Asif and
Arash Mohammadi},
title = {Iterative Graph-Based Filtering for Image Abstraction and Stylization},
journal = {{IEEE} Trans. Circuits Syst. {II} Express Briefs},
volume = {65-II},
number = {2},
pages = {251--255},
year = {2018}
}
@article{DBLP:journals/tsipn/MohammadiCPPC18,
author = {Arash Mohammadi and
Peng Cheng and
Vincenzo Piuri and
Konstantinos N. Plataniotis and
Patrizio Campisi},
title = {Guest Editorial Distributed Signal Processing for Security and Privacy
in Networked Cyber-Physical Systems},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {4},
number = {1},
pages = {1--3},
year = {2018}
}
@article{DBLP:journals/tsipn/SadreazamiMAP18,
author = {Hamidreza Sadreazami and
Arash Mohammadi and
Amir Asif and
Konstantinos N. Plataniotis},
title = {Distributed-Graph-Based Statistical Approach for Intrusion Detection
in Cyber-Physical Systems},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {4},
number = {1},
pages = {137--147},
year = {2018}
}
@article{DBLP:journals/tsp/AminiAM18,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {{CEASE:} {A} Collaborative Event-Triggered Average-Consensus Sampled-Data
Framework With Performance Guarantees for Multi-Agent Systems},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {23},
pages = {6096--6109},
year = {2018}
}
@inproceedings{DBLP:conf/amcc/Amini0A18,
author = {Amir Amini and
Arash Mohammadi and
Amir Asif},
title = {Resilient Event-Triggered Consensus with Exponential Convergence in
Multi-agent Systems},
booktitle = {{ACC}},
pages = {2889--2896},
year = {2018}
}
@inproceedings{DBLP:conf/embc/Kalantar018,
author = {Golnar Kalantar and
Arash Mohammadi},
title = {Graph-based Dimensionality Reduction of {EEG} Signals via Functional
Clustering and Total Variation Measure for {BCI} Systems},
booktitle = {{EMBC}},
pages = {4603--4606},
year = {2018}
}
@inproceedings{DBLP:conf/globalsip/KalantarMA018,
author = {Golnar Kalantar and
Mahsa Mirgholami and
Amir Asif and
Arash Mohammadi},
title = {Improving the Performance of Motor Imagery EEG-Based {BCIS} via an
Adaptive Epoch Trimming Mechanism},
booktitle = {GlobalSIP},
pages = {479--483},
year = {2018}
}
@inproceedings{DBLP:conf/globalsip/ShahroudnejadAP18,
author = {Atefeh Shahroudnejad and
Parnian Afshar and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Improved Explainability of Capsule Networks: Relevance Path by Agreement},
booktitle = {GlobalSIP},
pages = {549--553},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/AminiA018,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {An Event-Triggered Average Consensus Algorithm with Performance Guarantees
for Distributed Sensor Networks},
booktitle = {{ICASSP}},
pages = {3409--3413},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/AminiA018a,
author = {Amir Amini and
Amir Asif and
Arash Mohammadi},
title = {A Robust Event-Triggered Consensus Strategy for Linear Multi-Agent
Systems with Uncertain Network Topology},
booktitle = {{ICASSP}},
pages = {3659--3663},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/Davar0P18,
author = {Somayeh Davar and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Event-Triggered Particle Filtering Via Diffusion Strategies for Distributed
Estimation in Autonomous Systems},
booktitle = {{ICASSP}},
pages = {6578--6582},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/Ghassab0AP18,
author = {Vahid Khorasani Ghassab and
Arash Mohammadi and
Seyed Farokh Atashzar and
Rajni V. Patel},
title = {Multiple-Model and Reduced-Order Kalman Filtering for Pathological
Hand Tremor Extraction},
booktitle = {{ICASSP}},
pages = {940--944},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/KalantarMMM018,
author = {Golnar Kalantar and
Sourav Kumar Mukhopadhyay and
Fatemeh Marefat and
Pedram Mohseni and
Arash Mohammadi},
title = {{WAKE-BPAT:} Wavelet-Based Adaptive Kalman Filtering for Blood Pressure
Estimation Via Fusion of Pulse Arrival Times},
booktitle = {{ICASSP}},
pages = {945--949},
year = {2018}
}
@inproceedings{DBLP:conf/icassp/Shahtalebi018,
author = {Soroosh Shahtalebi and
Arash Mohammadi},
title = {A Bayesian Framework to Optimize Double Band Spectra Spatial Filters
for Motor Imagery Classification},
booktitle = {{ICASSP}},
pages = {871--875},
year = {2018}
}
@inproceedings{DBLP:conf/icip/Afshar0P18,
author = {Parnian Afshar and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Brain Tumor Type Classification via Capsule Networks},
booktitle = {{ICIP}},
pages = {3129--3133},
year = {2018}
}
@inproceedings{DBLP:conf/icip/AfsharS0P18,
author = {Parnian Afshar and
Atefeh Shahroudnejad and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {{CARISI:} Convolutional Autoencoder-Based Inter-Slice Interpolation
of Brain Tumor Volumetric Images},
booktitle = {{ICIP}},
pages = {1458--1462},
year = {2018}
}
@inproceedings{DBLP:conf/ithings/Kalantar0S18,
author = {Golnar Kalantar and
Arash Mohammadi and
S. Nima Sadrieh},
title = {Analyzing the Effect of Bluetooth Low Energy {(BLE)} with Randomized
{MAC} Addresses in IoT Applications},
booktitle = {iThings/GreenCom/CPSCom/SmartData},
pages = {27--34},
year = {2018}
}
@inproceedings{DBLP:conf/mwscas/Davar018,
author = {Somayeh Davar and
Arash Mohammadi},
title = {Designing Optimal Thresholds for Ternary Event-based State Estimation
via Multi Objective Particle Swarm Optimizer},
booktitle = {{MWSCAS}},
pages = {1146--1149},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-10200,
author = {Parnian Afshar and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Brain Tumor Type Classification via Capsule Networks},
journal = {CoRR},
volume = {abs/1802.10200},
year = {2018}
}
@article{DBLP:journals/corr/abs-1802-10204,
author = {Atefeh Shahroudnejad and
Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Improved Explainability of Capsule Networks: Relevance Path by Agreement},
journal = {CoRR},
volume = {abs/1802.10204},
year = {2018}
}
@article{DBLP:journals/corr/abs-1808-07954,
author = {Parnian Afshar and
Arash Mohammadi and
Konstantinos N. Plataniotis and
Anastasia Oikonomou and
Habib Benali},
title = {From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges
and Opportunities},
journal = {CoRR},
volume = {abs/1808.07954},
year = {2018}
}
@article{DBLP:journals/corr/abs-1811-00597,
author = {Parnian Afshar and
Konstantinos N. Plataniotis and
Arash Mohammadi},
title = {Capsule Networks for Brain Tumor Classification based on {MRI} Images
and Course Tumor Boundaries},
journal = {CoRR},
volume = {abs/1811.00597},
year = {2018}
}
@article{DBLP:journals/icl/MohammadianAK17,
author = {Roozbeh Mohammadian and
Arash Amini and
Babak Hossein Khalaj},
title = {Compressive Sensing-Based Pilot Design for Sparse Channel Estimation
in {OFDM} Systems},
journal = {{IEEE} Commun. Lett.},
volume = {21},
number = {1},
pages = {4--7},
year = {2017}
}
@article{DBLP:journals/mj/AmirsoleimaniSA17,
author = {Amirali Amirsoleimani and
Jafar Shamsi and
Majid Ahmadi and
Arash Ahmadi and
Shahpour Alirezaee and
Karim Mohammadi and
Mohammad Azim Karami and
Chris Yakopcic and
Omid Kavehei and
Said F. Al{-}Sarawi},
title = {Accurate charge transport model for nanoionic memristive devices},
journal = {Microelectron. J.},
volume = {65},
pages = {49--57},
year = {2017}
}
@article{DBLP:journals/spl/OwrangMPJ17,
author = {Arash Owrang and
Mohammadreza Malek{-}Mohammadi and
Alexandre Prouti{\`{e}}re and
Magnus Jansson},
title = {Consistent Change Point Detection for Piecewise Constant Signals With
Normalized Fused {LASSO}},
journal = {{IEEE} Signal Process. Lett.},
volume = {24},
number = {6},
pages = {799--803},
year = {2017}
}
@article{DBLP:journals/tsp/MohammadiP17,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Event-Based Estimation With Information-Based Triggering and Adaptive
Update},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {18},
pages = {4924--4939},
year = {2017}
}
@article{DBLP:journals/twc/MohammadianAK17,
author = {Roozbeh Mohammadian and
Arash Amini and
Babak Hossein Khalaj},
title = {Deterministic Pilot Design for Sparse Channel Estimation in MISO/Multi-User
{OFDM} Systems},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {16},
number = {1},
pages = {129--140},
year = {2017}
}
@inproceedings{DBLP:conf/ccece/SadreazamiA017,
author = {Hamidreza Sadreazami and
Amir Asif and
Arash Mohammadi},
title = {Data-driven image stylization using graph-based filtering},
booktitle = {{CCECE}},
pages = {1--4},
year = {2017}
}
@inproceedings{DBLP:conf/dcoss/Davar017,
author = {Somayeh Davar and
Arash Mohammadi},
title = {Multi-sensor and Information-Based Event Triggered Distributed Estimation},
booktitle = {{DCOSS}},
pages = {130--133},
year = {2017}
}
@inproceedings{DBLP:conf/eusipco/DavarM17,
author = {Somayeh Davar and
Arash Mohammadi},
title = {Event-based particle filtering with point and set-valued measurements},
booktitle = {{EUSIPCO}},
pages = {211--215},
year = {2017}
}
@inproceedings{DBLP:conf/eusipco/ShahtalebiM17,
author = {Soroosh Shahtalebi and
Arash Mohammadi},
title = {Error correction output codding coupled with the {CSP} for motor imagery
{BCI} systems},
booktitle = {{EUSIPCO}},
pages = {2071--2075},
year = {2017}
}
@inproceedings{DBLP:conf/globalsip/0001ZP17,
author = {Arash Mohammadi and
Xiao{-}Ping Zhang and
Konstantinos N. Plataniotis},
title = {Interactive Gaussian-sum filtering for estimating systematic risk
in financial econometrics},
booktitle = {GlobalSIP},
pages = {903--907},
year = {2017}
}
@inproceedings{DBLP:conf/globalsip/Amini0A17,
author = {Amir Amini and
Arash Mohammadi and
Amir Asif},
title = {A guaranteed cost LMI-based approach for event-triggered average consensus
in multi-agent networks},
booktitle = {GlobalSIP},
pages = {543--547},
year = {2017}
}
@inproceedings{DBLP:conf/globalsip/Ghassab0AP17,
author = {Vahid Khorasani Ghassab and
Arash Mohammadi and
Seyed Farokh Atashzar and
Rajni V. Patel},
title = {Dynamic estimation strategy for {E-BMFLC} filters in analyzing pathological
hand tremors},
booktitle = {GlobalSIP},
pages = {442--446},
year = {2017}
}
@inproceedings{DBLP:conf/globalsip/KalantarS0A17,
author = {Golnar Kalantar and
Hamidreza Sadreazami and
Arash Mohammadi and
Amir Asif},
title = {Adaptive dimensionality reduction method using graph-based spectral
decomposition for motor imagery-based brain-computer interfaces},
booktitle = {GlobalSIP},
pages = {990--994},
year = {2017}
}
@inproceedings{DBLP:conf/globalsip/Shahtalebi0AP17,
author = {Soroosh Shahtalebi and
Arash Mohammadi and
Seyed Farokh Atashzar and
Rajni V. Patel},
title = {A multi-rate and auto-adjustable wavelet decomposition framework for
pathological hand tremor extraction},
booktitle = {GlobalSIP},
pages = {432--436},
year = {2017}
}
@inproceedings{DBLP:conf/icassp/Amini0A17,
author = {Amir Amini and
Arash Mohammadi and
Amir Asif},
title = {Event-based consensus for a class of heterogeneous multi-agent systems:
An {LMI} approach},
booktitle = {{ICASSP}},
pages = {3306--3310},
year = {2017}
}
@inproceedings{DBLP:conf/iscas/SadreazamiAM17,
author = {Hamidreza Sadreazami and
Amir Asif and
Arash Mohammadi},
title = {Data-adaptive color image denoising and enhancement using graph-based
filtering},
booktitle = {{ISCAS}},
pages = {1--4},
year = {2017}
}
@inproceedings{DBLP:conf/mwscas/BlizzardD017,
author = {Desiree Blizzard and
Somayeh Davar and
Arash Mohammadi},
title = {Real-time and event-triggered object detection, recognition, and tracking},
booktitle = {{MWSCAS}},
pages = {1589--1592},
year = {2017}
}
@inproceedings{DBLP:conf/mwscas/MaloneyK017,
author = {Tim Maloney and
Golnar Kalantar and
Arash Mohammadi},
title = {Progressive fusion of multi-rate motor imagery classification for
brain computer interfaces},
booktitle = {{MWSCAS}},
pages = {1613--1616},
year = {2017}
}
@inproceedings{DBLP:conf/mwscas/SadreazamiA017,
author = {Hamidreza Sadreazami and
Amir Asif and
Arash Mohammadi},
title = {A late adaptive graph-based edge-aware filtering with iterative weight
updating process},
booktitle = {{MWSCAS}},
pages = {1581--1584},
year = {2017}
}
@inproceedings{DBLP:conf/smc/0002AMNN17,
author = {Arash Mohammadi and
Houshyar Asadi and
Shady M. K. Mohamed and
Kyle Nelson and
Saeid Nahavandi},
title = {Openga, a {C++} genetic algorithm library},
booktitle = {{SMC}},
pages = {2051--2056},
year = {2017}
}
@inproceedings{DBLP:conf/smc/Shahtalebi017,
author = {Soroosh Shahtalebi and
Arash Mohammadi},
title = {Ternary {ECOC} classifiers coupled with optimized spatio-spectral
patterns for multiclass motor imagery classification},
booktitle = {{SMC}},
pages = {2231--2236},
year = {2017}
}
@article{DBLP:journals/corr/Amini0A17,
author = {Amir Amini and
Arash Mohammadi and
Amir Asif},
title = {Multi-Objective Event-triggered Consensus of Linear Multi-agent Systems},
journal = {CoRR},
volume = {abs/1702.06285},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-06815,
author = {Soroosh Shahtalebi and
Arash Mohammadi and
Seyed Farokh Atashzar and
Rajni V. Patel},
title = {{WAKE:} Wavelet Decomposition Coupled with Adaptive Kalman Filtering
for Pathological Tremor Extraction},
journal = {CoRR},
volume = {abs/1711.06815},
year = {2017}
}
@article{DBLP:journals/sensors/YangMC16,
author = {Chun Yang and
Arash Mohammadi and
Qingwei Chen},
title = {Multi-Sensor Fusion with Interaction Multiple Model and Chi-Square
Test Tolerant Filter},
journal = {Sensors},
volume = {16},
number = {11},
pages = {1835},
year = {2016}
}
@article{DBLP:journals/tnn/0001P16,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Improper Complex-Valued Bhattacharyya Distance},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {5},
pages = {1049--1064},
year = {2016}
}
@inproceedings{DBLP:conf/icassp/0001A16,
author = {Arash Mohammadi and
Amir Asif},
title = {Diffusive particle filtering for distributed multisensor estimation},
booktitle = {{ICASSP}},
pages = {3801--3805},
year = {2016}
}
@inproceedings{DBLP:conf/icfsp/MirzazadehPM16,
author = {Hojjat Mirzazadeh and
Arash Porssa and
Fahimeh Mohammadi},
title = {The impact of {E} business solutions on NIGC\({}^{\mbox{1}}\)'s customer
service},
booktitle = {{ICFSP}},
pages = {5--9},
year = {2016}
}
@inproceedings{DBLP:conf/ieeesam/0001MP16,
author = {Arash Mohammadi and
Argin Margoosian and
Konstantinos N. Plataniotis},
title = {Widely-linear Gaussian sum filter},
booktitle = {{SAM}},
pages = {1--5},
year = {2016}
}
@inproceedings{DBLP:conf/smc/0002AMNN16,
author = {Arash Mohammadi and
Houshyar Asadi and
Shady M. K. Mohamed and
Kyle Nelson and
Saeid Nahavandi},
title = {MPC-based motion cueing algorithm with short prediction horizon using
exponential weighting},
booktitle = {{SMC}},
pages = {521--526},
year = {2016}
}
@inproceedings{DBLP:conf/smc/Asadi0MLKKN16,
author = {Houshyar Asadi and
Arash Mohammadi and
Shady M. K. Mohamed and
Chee Peng Lim and
Amin Khatami and
Abbas Khosravi and
Saeid Nahavandi},
title = {A Particle Swarm Optimization-based washout filter for improving simulator
motion fidelity},
booktitle = {{SMC}},
pages = {1963--1968},
year = {2016}
}
@inproceedings{DBLP:conf/ssp/0001P16,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Secure estimation against complex-valued attacks},
booktitle = {{SSP}},
pages = {1--4},
year = {2016}
}
@article{DBLP:journals/sigpro/0001A15,
author = {Arash Mohammadi and
Amir Asif},
title = {Consensus-based distributed dynamic sensor selection in decentralised
sensor networks using the posterior Cram{\'{e}}r-Rao lower bound},
journal = {Signal Process.},
volume = {108},
pages = {558--575},
year = {2015}
}
@article{DBLP:journals/sigpro/Zhong0PA15,
author = {Xionghu Zhong and
Arash Mohammadi and
A. Benjamin Premkumar and
Amir Asif},
title = {A distributed particle filtering approach for multiple acoustic source
tracking using an acoustic vector sensor network},
journal = {Signal Process.},
volume = {108},
pages = {589--603},
year = {2015}
}
@article{DBLP:journals/spl/0001P15,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Structure-Induced Complex Kalman Filter for Decentralized Sequential
Bayesian Estimation},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {9},
pages = {1419--1423},
year = {2015}
}
@article{DBLP:journals/spl/MohammadiP15,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Complex-Valued Gaussian Sum Filter for Nonlinear Filtering of Non-Gaussian/Non-Circular
Noise},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {4},
pages = {440--444},
year = {2015}
}
@article{DBLP:journals/tsipn/0001P15,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Distributed Widely Linear Multiple-Model Adaptive Estimation},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {1},
number = {3},
pages = {164--179},
year = {2015}
}
@article{DBLP:journals/tsp/0001A15,
author = {Arash Mohammadi and
Amir Asif},
title = {Distributed Consensus + Innovation Particle Filtering for Bearing/Range
Tracking With Communication Constraints},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {3},
pages = {620--635},
year = {2015}
}
@article{DBLP:journals/tsp/0001P15,
author = {Arash Mohammadi and
Konstantinos N. Plataniotis},
title = {Improper Complex-Valued Multiple-Model Adaptive Estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {6},
pages = {1528--1542},
year = {2015}
}
@inproceedings{DBLP:conf/apsipa/MohammadianAKO15,
author = {Roozbeh Mohammadian and
Arash Amini and
Babak H. Khalaj and
Naeimeh Omidvar},
title = {{MIMO-OFDM} pilot symbol design for sparse channel estimation},
booktitle = {{APSIPA}},
pages = {975--980},
year = {2015}
}
@inproceedings{DBLP:conf/smc/0002MNA15,
author = {Arash Mohammadi and
Shady M. K. Mohamed and
Saeid Nahavandi and
Karsten Ahnert},
title = {CISR-ODE, {A} {C++} Framework with {ODE} Solver for Code Based System
Dynamics Simulation},
booktitle = {{SMC}},
pages = {401--406},
year = {2015}
}
@article{DBLP:journals/nca/KamariNSM14,
author = {Arash Kamari and
Mohammad Nikookar and
Leili Sahranavard and
Amir H. Mohammadi},
title = {Efficient screening of enhanced oil recovery methods and predictive
economic analysis},
journal = {Neural Comput. Appl.},
volume = {25},
number = {3-4},
pages = {815--824},
year = {2014}
}
@article{DBLP:journals/taes/0001A14,
author = {Arash Mohammadi and
Amir Asif},
title = {Full- and reduced-order distributed Bayesian estimation analytical
performance bounds},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {50},
number = {4},
pages = {2468--2488},
year = {2014}
}
@article{DBLP:journals/tsp/Malek-MohammadiBAJ14,
author = {Mohammadreza Malek{-}Mohammadi and
Massoud Babaie{-}Zadeh and
Arash Amini and
Christian Jutten},
title = {Recovery of Low-Rank Matrices Under Affine Constraints via a Smoothed
Rank Function},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {4},
pages = {981--992},
year = {2014}
}
@inproceedings{DBLP:conf/icassp/AsifMS14,
author = {Amir Asif and
Arash Mohammadi and
Shivam Saxena},
title = {Reduced order distributed particle filter for electric power grids},
booktitle = {{ICASSP}},
pages = {7609--7613},
year = {2014}
}
@inproceedings{DBLP:conf/icassp/MohammadiA14,
author = {Arash Mohammadi and
Amir Asif},
title = {A distributed consensus plus innovation particle filter for networks
with communication constraints},
booktitle = {{ICASSP}},
pages = {1105--1109},
year = {2014}
}
@inproceedings{DBLP:conf/iconip/AsadiMMN14,
author = {Houshyar Asadi and
Arash Mohammadi and
Shady M. K. Mohamed and
Saeid Nahavandi},
title = {Adaptive Translational Cueing Motion Algorithm Using Fuzzy Based Tilt
Coordination},
booktitle = {{ICONIP} {(3)}},
pages = {474--482},
year = {2014}
}
@inproceedings{DBLP:conf/iconip/AsadiMMZN14,
author = {Houshyar Asadi and
Arash Mohammadi and
Shady M. K. Mohamed and
Delpak Rahim Zadeh and
Saeid Nahavandi},
title = {Adaptive Washout Algorithm Based Fuzzy Tuning for Improving Human
Perception},
booktitle = {{ICONIP} {(3)}},
pages = {483--492},
year = {2014}
}
@inproceedings{DBLP:conf/ieeesam/Malek-MohammadiJOKB14,
author = {Mohammadreza Malek{-}Mohammadi and
Magnus Jansson and
Arash Owrang and
Ali Koochakzadeh and
Massoud Babaie{-}Zadeh},
title = {{DOA} estimation in partially correlated noise using low-rank/sparse
matrix decomposition},
booktitle = {{SAM}},
pages = {373--376},
year = {2014}
}
@inproceedings{DBLP:conf/issnip/ZhongMPA14,
author = {Xionghu Zhong and
Arash Mohammadi and
A. Benjamin Premkumar and
Amir Asif},
title = {A distributed particle filter for acoustic source tracking using an
acoustic vector sensor network},
booktitle = {{ISSNIP}},
pages = {1--5},
year = {2014}
}
@article{DBLP:journals/corr/Malek-MohammadiJOKB14,
author = {Mohammadreza Malek{-}Mohammadi and
Magnus Jansson and
Arash Owrang and
Ali Koochakzadeh and
Massoud Babaie{-}Zadeh},
title = {{DOA} Estimation in Partially Correlated Noise Using Low-Rank/Sparse
Matrix Decomposition},
journal = {CoRR},
volume = {abs/1405.0674},
year = {2014}
}
@article{DBLP:journals/spl/MohammadiA13,
author = {Arash Mohammadi and
Amir Asif},
title = {Decentralized Conditional Posterior Cram{\'{e}}r-Rao Lower Bound
for Nonlinear Distributed Estimation},
journal = {{IEEE} Signal Process. Lett.},
volume = {20},
number = {2},
pages = {165--168},
year = {2013}
}
@article{DBLP:journals/tsp/MohammadiA13,
author = {Arash Mohammadi and
Amir Asif},
title = {Distributed Particle Filter Implementation With Intermittent/Irregular
Consensus Convergence},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {10},
pages = {2572--2587},
year = {2013}
}
@inproceedings{DBLP:conf/dcoss/MohammadiAZP13,
author = {Arash Mohammadi and
Amir Asif and
Xionghu Zhong and
A. Benjamin Premkumar},
title = {Decentralized Bayesian Estimation with Quantized Observations: Theoretical
Performance Bounds},
booktitle = {{DCOSS}},
pages = {149--156},
year = {2013}
}
@inproceedings{DBLP:conf/fusion/ZhongMWPA13,
author = {Xionghu Zhong and
Arash Mohammadi and
Wenwu Wang and
A. Benjamin Premkumar and
Amir Asif},
title = {Acoustic source tracking in a reverberant environment using a pairwise
synchronous microphone network},
booktitle = {{FUSION}},
pages = {953--960},
year = {2013}
}
@inproceedings{DBLP:conf/icassp/MohammadiA13,
author = {Arash Mohammadi and
Amir Asif},
title = {Decentralized computation of the conditional posterior Cram{\'{e}}r-Rao
lower bound: Application to adaptive sensor selection},
booktitle = {{ICASSP}},
pages = {5278--5282},
year = {2013}
}
@inproceedings{DBLP:conf/icassp/MohammadiA13a,
author = {Arash Mohammadi and
Amir Asif},
title = {Full order nonlinear distributed estimation in intermittently connected
networks},
booktitle = {{ICASSP}},
pages = {6327--6331},
year = {2013}
}
@article{DBLP:journals/corr/Malek-MohammadiBAJ13,
author = {Mohammadreza Malek{-}Mohammadi and
Massoud Babaie{-}Zadeh and
Arash Amini and
Christian Jutten},
title = {Recovery of Low Rank Matrices Under Affine Constraints via a Smoothed
Rank Function},
journal = {CoRR},
volume = {abs/1308.2293},
year = {2013}
}
@article{DBLP:journals/corr/MohammadiAZP13,
author = {Arash Mohammadi and
Amir Asif and
Xionghu Zhong and
A. Benjamin Premkumar},
title = {Distributed Computation of the Conditional {PCRLB} for Quantized Decentralized
Particle Filters},
journal = {CoRR},
volume = {abs/1307.5435},
year = {2013}
}
@inproceedings{DBLP:conf/esa/HellMNR12,
author = {Pavol Hell and
Monaldo Mastrolilli and
Mayssam Mohammadi Nevisi and
Arash Rafiey},
title = {Approximation of Minimum Cost Homomorphisms},
booktitle = {{ESA}},
pages = {587--598},
year = {2012}
}
@inproceedings{DBLP:conf/fusion/MohammadiA12,
author = {Arash Mohammadi and
Amir Asif},
title = {Decentralized sensor selection based on the distributed posterior
Cram{\'{e}}r-Rao lower bound},
booktitle = {{FUSION}},
pages = {1668--1675},
year = {2012}
}
@inproceedings{DBLP:conf/globecom/MohammadiA12,
author = {Arash Mohammadi and
Amir Asif},
title = {Theoretical performance bounds for reduced-order linear and nonlinear
distributed estimation},
booktitle = {{GLOBECOM}},
pages = {3905--3911},
year = {2012}
}
@inproceedings{DBLP:conf/icc/MohammadiA12,
author = {Arash Mohammadi and
Amir Asif},
title = {A constraint sufficient statistics based distributed particle filter
for bearing only tracking},
booktitle = {{ICC}},
pages = {3670--3675},
year = {2012}
}
@inproceedings{DBLP:conf/ieeesam/0001A12,
author = {Arash Mohammadi and
Amir Asif},
title = {Distributed posterior Cram{\'{e}}r-Rao lower bound for nonlinear
sequential Bayesian estimation},
booktitle = {{SAM}},
pages = {509--512},
year = {2012}
}
@inproceedings{DBLP:conf/ssp/0001A12,
author = {Arash Mohammadi and
Amir Asif},
title = {Distributed state estimation for large-scale nonlinear systems: {A}
reduced order particle filter implementation},
booktitle = {{SSP}},
pages = {249--252},
year = {2012}
}
@inproceedings{DBLP:conf/ssp/0001A12a,
author = {Arash Mohammadi and
Amir Asif},
title = {Full order distributed particle filters for intermittent connections:
Feedback from fusion filters to local filters improves performance},
booktitle = {{SSP}},
pages = {524--527},
year = {2012}
}
@article{DBLP:journals/eswa/MohammadiA11,
author = {Arash Mohammadi and
Farshad Almasganj},
title = {Reconstruction of missing features by means of multivariate Laplace
distribution {(MLD)} for noise robust speech recognition},
journal = {Expert Syst. Appl.},
volume = {38},
number = {4},
pages = {3918--3930},
year = {2011}
}
@inproceedings{DBLP:conf/camsap/0001A11,
author = {Arash Mohammadi and
Amir Asif},
title = {A consensus/fusion based distributed implementation of the particle
filter},
booktitle = {{CAMSAP}},
pages = {285--288},
year = {2011}
}
@article{DBLP:journals/corr/abs-1112-2431,
author = {Arash Mohammadi and
Amir Asif},
title = {Distributed Particle Filter Implementation with Intermittent/Irregular
Consensus Convergence},
journal = {CoRR},
volume = {abs/1112.2431},
year = {2011}
}
@inproceedings{DBLP:conf/icitst/ZolfagharBM09,
author = {Kiyana Zolfaghar and
Arash Barfar and
Shahriar Mohammadi},
title = {A framework for online counter terrorism},
booktitle = {{ICITST}},
pages = {1--5},
year = {2009}
}
@inproceedings{DBLP:conf/ijcnn/TaherkhaniMSD08,
author = {Aboozar Taherkhani and
Arash Mohammadi and
Seyyed Ali Seyyedsalehi and
Hamed Davande},
title = {Design of a chaotic neural network by using chaotic nodes and {NDRAM}
network},
booktitle = {{IJCNN}},
pages = {3500--3504},
year = {2008}
}
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