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Scopus Author ID: 23034074000
Scopus Author ID: 57205017858

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Western University: ON, ON, CA

2023-01-01 to present | Associate Professor (Computer Science)
Employment
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Zubair Fadlullah

Works (50 of 146)

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Advancing Malaria Identification From Microscopic Blood Smears Using Hybrid Deep Learning Frameworks

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3402442
WOSUID: WOS:001231339800001
Contributors: Dev, Antora; Fouda, Mostafa M.; Kerby, Leslie; Md Fadlullah, Zubair
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FedSafe-No KDC Needed: Decentralized Federated Learning With Enhanced Security and Efficiency

IEEE Consumer Communications and Networking Conference
2024 | Conference paper
DOI: 10.1109/CCNC51664.2024.10454870
WOSUID: WOS:001192142600182
Contributors: Ibrahem, Mohamed I.; Fouda, Mostafa M.; Fadlullah, Zubair Md
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Robust Deep Learning-based Secret Key Generation in Dynamic LiFi Networks Against Concept Drift

IEEE Consumer Communications and Networking Conference
2024 | Conference paper
DOI: 10.1109/CCNC51664.2024.10454770
WOSUID: WOS:001192142600171
Contributors: Mahalal, Elmahedi; Ismail, Muhammad; Wu, Zi-Yang; Fouda, Mostafa M.; Fadlullah, Zubair Md; Kato, Nei
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A Dual-Objective Bandit-Based Opportunistic Band Selection Strategy for Hybrid-Band V2X Metaverse Content Update

IEEE Global Communications Conference
2023 | Conference paper
DOI: 10.1109/GLOBECOM54140.2023.10437383
WOSUID: WOS:001178562007075
Contributors: Hashima, Sherief; Fadlullah, Zubair Md; Fouda, Mostafa M.; Hatano, Kohei; Takimoto, Eiji; Guizani, Mohsen
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A Survey on Key Management and Authentication Approaches in Smart Metering Systems

Energies
2023 | Journal article
DOI: 10.3390/EN16052355
WOSUID: WOS:000947245600001
Contributors: Abdalzaher, Mohamed S. S.; Fouda, Mostafa M. M.; Emran, Ahmed; Fadlullah, Zubair Md; Ibrahem, Mohamed I. I.
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A Survey on Semantic Communications for Intelligent Wireless Networks

Wireless Personal Communications
2023 | Journal article
DOI: 10.1007/S11277-022-10111-7
WOSUID: WOS:000879680100001
Contributors: Iyer, Sridhar; Khanai, Rajashri; Torse, Dattaprasad; Pandya, Rahul Jashvantbhai; Rabie, Khaled M.; Pai, Krishna; Khan, Wali Ullah; Fadlullah, Zubair
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An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3330465
WOSUID: WOS:001104672300001
Contributors: Farrag, Aya; Gad, Gad; Fadlullah, Zubair Md.; Fouda, Mostafa M.; Alsabaan, Maazen
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Benchmarking the User-Centric Clustering and Pilot Assignment Problems in Cell-Free Networks

IEEE Global Communications Conference
2023 | Conference paper
DOI: 10.1109/GLOBECOM54140.2023.10437645
WOSUID: WOS:001178562004132
Contributors: Aboulfotouh, Ahmed; Fadlullah, Zubair Md; Fouda, Mostafa M.; Ismail, Muhammad; Niyato, Dusit
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Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
2023 | Conference paper
DOI: 10.1109/PIMRC56721.2023.10294036
WOSUID: WOS:001103214700287
Contributors: Gad, Gad; Farrag, Aya; Fadlullah, Zubair Md; Fouda, Mostafa M.
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Communication-Efficient Privacy-Preserving Federated Learning via Knowledge Distillation for Human Activity Recognition Systems

Conference Record - International Conference on Communications
2023 | Journal article
DOI: 10.1109/ICC45041.2023.10278987
WOSUID: WOS:001094862601110
Contributors: Gad, Gad; Fadlullah, Zubair Md; Section, Khaled Rabie; Fouda, Mostafa M.
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Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems

Sensors
2023 | Journal article
DOI: 10.3390/S23010006
WOSUID: WOS:000910402600001
Contributors: Gad, Gad; Fadlullah, Zubair
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Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems

IEEE Global Communications Conference
2023 | Conference paper
DOI: 10.1109/GLOBECOM54140.2023.10437358
WOSUID: WOS:001178562002101
Contributors: Gad, Gad; Fadlullah, Zubair Md; Fouda, Mostafa M.; Ibrahem, Mohamed I.; Nasser, Nidal
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Mammogram Tumor Segmentation With Preserved Local Resolution: An Explainable AI System

IEEE Global Communications Conference
2023 | Conference paper
DOI: 10.1109/GLOBECOM54140.2023.10436915
WOSUID: WOS:001178562000052
Contributors: Farrag, Aya; Gad, Gad; Fadlullah, Zubair Md; Fouda, Mostafa M.
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On Enhancing WiGig Communications With A UAV-Mounted RIS System: A Contextual Multi-Armed Bandit Approach

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
2023 | Conference paper
DOI: 10.1109/PIMRC56721.2023.10293924
WOSUID: WOS:001103214700176
Contributors: Hashima, Sherief; Mohamed, Ehab Mahmoud; Hatano, Kohei; Takimoto, Eiji; Fouda, Mostafa M.; Fadlullah, Zubair Md
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On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities

IEEE Network Magazine
2023 | Journal article
DOI: 10.1109/MNET.103.2100587
WOSUID: WOS:000761348000001
Contributors: Hashima, Sherief; Fadlullah, Zubair Md; Fouda, Mostafa M.; Mohamed, Ehab Mahmoud; Hatano, Kohei; ElHalawany, Basem M.; Guizani, Mohsen
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PC-SSL: Peer-Coordinated Sequential Split Learning for Intelligent Traffic Analysis in mmWave 5G Networks

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC
2023 | Conference paper
DOI: 10.1109/PIMRC56721.2023.10293872
WOSUID: WOS:001103214700125
Contributors: Bedda, Khaled; Fouda, Mostafa M.; Fadlullah, Zubair Md
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Survival-Based Treatment Planning Using Stage-Specific Machine Learning Models

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3337117
WOSUID: WOS:001116420200001
Contributors: Farrag, Aya; Fadlullah, Zubair Md.; Fouda, Mostafa M.; Almalki, Nabil Sharaf
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A Hybrid AI Model for Improving COVID-19 Sentiment Analysis in Social Networks

Conference Record - International Conference on Communications
2022 | Journal article
DOI: 10.1109/ICC45855.2022.9839198
WOSUID: WOS:000864709902014
Contributors: Thapar, Kunal; Singh, Rahul; Fadlullah, Zubair Md; Fouda, Mostafa M.; Nasser, Nidal; Ali, Asmaa
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A lightweight federated learning based privacy preserving B5G pandemic response network using unmanned aerial vehicles: A proof-of-concept

Computer Networks
2022 | Journal article
DOI: 10.1016/J.COMNET.2021.108672
WOSUID: WOS:000773716000010
Contributors: Nasser, Nidal; Fadlullah, Zubair Md; Fouda, Mostafa M.; Ali, Asmaa; Imran, Muhammad
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A Lightweight Hierarchical AI Model for UAV-Enabled Edge Computing with Forest-Fire Detection Use-Case

IEEE Network Magazine
2022 | Journal article
DOI: 10.1109/MNET.003.2100325
WOSUID: WOS:001011249700006
Contributors: Fouda, Mostafa M.; Sakib, Sadman; Fadlullah, Zubair Md; Nasser, Nidal; Guizani, Mohsen
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A Survey on Semantic Communications for Intelligent Wireless Networks

ArXiv
2022 | Journal article
WOSUID: PPRN:22630554
Contributors: Iyer, Sridhar; Khanai, Rajashri; Torse, Dattaprasad; Pandya, Rahul Jashvantbhai; Rabie, Khaled; Pai, Krishna; Khan, Wali Ullah; Fadlullah, Zubair
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Allocation Schemes for Relay Communications: A Multiband Multichannel Approach Using Game Theory

IEEE Sensors Letters
2022 | Journal article
DOI: 10.1109/LSENS.2021.3137152
WOSUID: WOS:000739995800001
Contributors: Mughal, Bushra; Fadlullah, Zubair Md; Fouda, Mostafa M.; Ikki, Salama
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Applying Game Theory to Relay Resource Selection in Hybrid-Band Wireless Systems

IEEE Sensors Journal
2022 | Journal article
DOI: 10.1109/JSEN.2022.3213731
WOSUID: WOS:000893571900124
Contributors: Mughal, Bushra; Fadlullah, Zubair Md.; Fouda, Mostafa M.; Ikki, Salama
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Assisting in Diagnosis of Temporomandibular Disorders: A Deep Learning Approach

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3224055
WOSUID: WOS:000893248700001
Contributors: Zou, Wei; Mao, Bomin; Fadlullah, Zubair Md.; Qi, Kun
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Balancing QoS and Security in the Edge: Existing Practices, Challenges, and 6G Opportunities With Machine Learning

IEEE Communications Surveys & Tutorials
2022 | Journal article
DOI: 10.1109/COMST.2022.3191697
WOSUID: WOS:000923685400015
Contributors: Fadlullah, Zubair Md; Mao, Bomin; Kato, Nei
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Cost-Aware Bandits for Efficient Channel Selection in Hybrid Band Networks

Electronics
2022 | Journal article
DOI: 10.3390/ELECTRONICS11111782
WOSUID: WOS:000808767900001
Contributors: Hashima, Sherief; Hatano, Kohei; Fouda, Mostafa M.; Fadlullah, Zubair M.; Mohamed, Ehab Mahmoud
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Deep Learning Models for Magnetic Cardiography Edge Sensors Implementing Noise Processing and Diagnostics

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2021.3138976
WOSUID: WOS:000739987800001
Contributors: Sakib, Sadman; Fouda, Mostafa M.; Al-Mahdawi, Muftah; Mohsen, Attayeb; Oogane, Mikihiko; Ando, Yasuo; Fadlullah, Zubair Md
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Deep Learning-Based Context-Aware Video Content Analysis on IoT Devices

Electronics
2022 | Journal article
DOI: 10.3390/ELECTRONICS11111785
WOSUID: WOS:000808827100001
Contributors: Gad, Gad; Gad, Eyad; Cengiz, Korhan; Fadlullah, Zubair; Mokhtar, Bassem
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Energy-Aware Hybrid RF-VLC Multiband Selection in D2D Communication: A Stochastic Multiarmed Bandit Approach

IEEE Internet of Things Journal
2022 | Journal article
DOI: 10.1109/JIOT.2022.3162135
WOSUID: WOS:000884575200099
Contributors: Hashima, Sherief; Fouda, Mostafa M.; Sakib, Sadman; Fadlullah, Zubair Md.; Hatano, Kohei; Mohamed, Ehab Mahmoud; Shen, Xuemin
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HCP: Heterogeneous Computing Platform for Federated Learning Based Collaborative Content Caching Towards 6G Networks

IEEE Transactions on Emerging Topics in Computing
2022 | Journal article
DOI: 10.1109/TETC.2020.2986238
WOSUID: WOS:000764828500015
Contributors: Fadlullah, Zubair Md; Kato, Nei
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MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health

Conference Record - International Conference on Communications
2022 | Journal article
DOI: 10.1109/ICC45855.2022.9839076
WOSUID: WOS:000864709904011
Contributors: Haridas, Harishma T.; Fouda, Mostafa M.; Fadlullah, Zubair Md; Mahmoud, Mohamed; ElHalawany, Basem M.; Guizani, Mohsen
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On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach

Conference Record - International Conference on Communications
2022 | Journal article
DOI: 10.1109/ICC45855.2022.9838544
WOSUID: WOS:000864709902013
Contributors: Nagulapati, Venkata S.; Rapelli, Sai R.; Fadlullah, Zubair Md; Fouda, Mostafa M.; Alasmary, Waleed; Guizani, Mohsen
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Optimal Channel Selection in Hybrid RF/VLC Networks: A Multi-Armed Bandit Approach

IEEE Transactions on Vehicular Technology
2022 | Journal article
DOI: 10.1109/TVT.2022.3163078
WOSUID: WOS:000815676900108
Contributors: Fouda, Mostafa M.; Hashima, Sherief; Sakib, Sadman; Fadlullah, Zubair Md; Hatano, Kohei; Shen, Xuemin
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Optimizing Packet Forwarding Performance in Multiband Relay Networks via Customized Reinforcement Learning

IEEE Open Journal of the Communications Society
2022 | Journal article
DOI: 10.1109/OJCOMS.2022.3183172
WOSUID: WOS:000815660100001
Contributors: Mughal, Bushra; Fadlullah, Zubair Md; Fouda, Mostafa M.; Ikki, Salama
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Privacy-Preserving Federated-Learning-Based Net-Energy Forecasting

SoutheastCon
2022 | Conference paper
DOI: 10.1109/SOUTHEASTCON48659.2022.9764093
WOSUID: WOS:000821548200022
Contributors: Badr, Mahmoud M.; Ibrahem, Mohamed I.; Mahmoud, Mohamed; Alasmary, Waleed; Fouda, Mostafa M.; Almotairi, Khaled H.; Fadlullah, Zubair Md
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SMART, OPTIMAL, AND EXPLAINABLE ORCHESTRATION OF NETWORK SLICES IN 5G AND BEYOND NETWORKS

IEEE Wireless Communications
2022 | Journal article
DOI: 10.1109/MWC.2022.9749185
WOSUID: WOS:000803106900026
Contributors: Fadlullah, Zubair Md; Fouda, Mostafa M.; Rabie, Khaled; Li, Ruidong
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A Circuit-embedded Reservoir Computer for Smart Noise Reduction of MCG Signals

IEEE International Conference on Internet of Things and Intelligence System
2021 | Conference paper
DOI: 10.1109/IOTAIS53735.2021.9628824
WOSUID: WOS:000853039400009
Contributors: Shakya, Biraj; Fouda, Mostafa M.; Chiu, Steve C.; Fadlullah, Zubair Md
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A Deep Learning Method for Predictive Channel Assignment in Beyond 5G Networks

IEEE Network Magazine
2021 | Journal article
DOI: 10.1109/MNET.011.2000301
WOSUID: WOS:000641159800039
Contributors: Sakib, Sadman; Tazrin, Tahrat; Fouda, Mostafa M.; Fadlullah, Zubair Md.; Nasser, Nidal
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A Proof-of-Concept of Ultra-Edge Smart IoT Sensor: A Continuous and Lightweight Arrhythmia Monitoring Approach

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3056509
WOSUID: WOS:000619317300001
Contributors: Sakib, Sadman; Fouda, Mostafa M.; Fadlullah, Zubair Md.; Nasser, Nidal; Alasmary, Waleed
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A Resource Allocation Model Based on Trust Evaluation in Multi-Cloud Environments

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3100316
WOSUID: WOS:000681079400001
Contributors: Alam, A. B. M. Bodrul; Fadlullah, Zubair MD.; Choudhury, Salimur
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A Rigorous Analysis of Biomedical Edge Computing: An Arrhythmia Classification Use-Case Leveraging Deep Learning

IEEE International Conference on Internet of Things and Intelligence System
2021 | Conference paper
DOI: 10.1109/IOTAIS50849.2021.9359721
WOSUID: WOS:000670599800023
Contributors: Sakib, Sadman; Fouda, Mostafa M.; Fadlullah, Zubair Md
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A Systematic Comparison of Traditional and Hybrid AI Models for NHANES Big Data Analytics

IEEE International Conference on Internet of Things and Intelligence System
2021 | Conference paper
DOI: 10.1109/IOTAIS53735.2021.9628435
WOSUID: WOS:000853039400015
Contributors: Barge, Komal; Patel, Nidhi; Fouda, Mostafa M.; Fadlullah, Zubair Md
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An Efficient and Lightweight Predictive Channel Assignment Scheme for Multiband B5G-Enabled Massive IoT: A Deep Learning Approach

IEEE Internet of Things Journal
2021 | Journal article
DOI: 10.1109/JIOT.2020.3032516
WOSUID: WOS:000633436600018
Contributors: Sakib, Sadman; Tazrin, Tahrat; Fouda, Mostafa M.; Fadlullah, Zubair Md; Nasser, Nidal
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An Explainable AI Model for Interpretable Lung Disease Classification

IEEE International Conference on Internet of Things and Intelligence System
2021 | Conference paper
DOI: 10.1109/IOTAIS53735.2021.9628573
WOSUID: WOS:000853039400016
Contributors: Pitroda, Vidhi; Fouda, Mostafa M.; Fadlullah, Zubair Md
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An Intelligent Route Computation Approach Based on Real-Time Deep Learning Strategy for Software Defined Communication Systems

IEEE Transactions on Emerging Topics in Computing
2021 | Journal article
DOI: 10.1109/TETC.2019.2899407
WOSUID: WOS:000697823100042
Contributors: Mao, Bomin; Tang, Fengxiao; Fadlullah, Zubair Md.; Kato, Nei
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Asynchronous Federated Learning-based ECG Analysis for Arrhythmia Detection

IEEE International Mediterranean Conference on Communications and Networking
2021 | Conference paper
DOI: 10.1109/MEDITCOM49071.2021.9647636
WOSUID: WOS:000852833400051
Contributors: Sakib, Sadman; Fouda, Mostafa M.; Fadlullah, Zubair Md; Abualsaud, Khalid; Yaacoub, Elias; Guizani, Mohsen
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Improved UCB-based Energy-Efficient Channel Selection in Hybrid-Band Wireless Communication

IEEE Global Communications Conference
2021 | Conference paper
DOI: 10.1109/GLOBECOM46510.2021.9685996
WOSUID: WOS:000790747205046
Contributors: Hashima, Sherief; Fouda, Mostafa M.; Fadlullah, Zubair Md; Mohamed, Ehab Mahmoud; Hatano, Kohei
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Internet of Things for smart living

Wireless Networks
2021 | Journal article
DOI: 10.1007/S11276-019-01970-3
WOSUID: WOS:000686886300039
Contributors: Pathan, Al-Sakib Khan; Fadlullah, Zubair Md.; Choudhury, Salimur; Guerroumi, Mohamed
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LiHEA: Migrating EEG Analytics to Ultra-Edge IoT Devices With Logic-in-Headbands

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3118971
WOSUID: WOS:000707432500001
Contributors: Tazrin, Tahrat; Rahman, Quazi Abidur; Fouda, Mostafa M.; Fadlullah, Zubair Md
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Noise-Removal from Spectrally-Similar Signals Using Reservoir Computing for MCG Monitoring

Conference Record - International Conference on Communications
2021 | Journal article
DOI: 10.1109/ICC42927.2021.9500993
WOSUID: WOS:000719386004085
Contributors: Sakib, Sadman; Fouda, Mostafa M.; Al-Mahdawi, Muftah; Mohsen, Attayeb; Oogane, Mikihiko; Ando, Yasuo; Fadlullah, Zubair Md
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Peer review (203 reviews for 17 publications/grants)

Review activity for IEEE access : (26)
Review activity for IEEE communications magazine. (1)
Review activity for IEEE Communications surveys and tutorials. (82)
Review activity for IEEE internet of things journal. (7)
Review activity for IEEE internet of things magazine. (34)
Review activity for IEEE network. (1)
Review activity for IEEE networking letters. (1)
Review activity for IEEE transactions on emerging topics in computing. (1)
Review activity for IEEE transactions on industrial informatics. (3)
Review activity for IEEE transactions on network science and engineering. (1)
Review activity for IEEE transactions on pattern analysis and machine intelligence. (1)
Review activity for IEEE transactions on vehicular technology. (38)
Review activity for IEEE vehicular technology magazine. (2)
Review activity for IEEE wireless communications. (1)
Review activity for IEEE/ACM transactions on computational biology and bioinformatics. (1)
Review activity for Intelligent transportation systems, IEEE transactions on. (2)
Review activity for Sensors. (1)
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