Personal information

Emails & domains

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Other IDs

ResearcherID: AAZ-7686-2020
Scopus Author ID: 42962250900

Keywords

Internet of Things, Machine Learning, Computer Networks, Cellular Networks, Clustering, Wireless Sensor Networks, Industrial networks

Countries

Ireland, Germany, Norway

Activities

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Employment (3)

Høgskolen i Østfold: Halden, Østfold, NO

2016-04-01 to 2020-12-30 | Research Assistan (Faculty of Computer Sciences)
Employment
Source: Self-asserted source
Amin Shahraki

The University of Melbourne: Melbourne, VIC, AU

2019-08-01 to 2020-02-01 | Visiting fellow (School of Computing and Information Systems)
Employment
Source: Self-asserted source
Amin Shahraki

University of Oulu: Oulu, FI

2016-01-01 to 2016-04-01 | Research Assistant (Department of Computer Sciences)
Employment
Source: Self-asserted source
Amin Shahraki

Education and qualifications (3)

University of Oslo: Oslo, Oslo, NO

PhD candidate (Department of Informatics)
Education
Source: Self-asserted source
Amin Shahraki

University of Applied Science and Technology: Mashhad, Khorasan Razavi, IR

B.Sc. (Computer Science)
Education
Source: Self-asserted source
Amin Shahraki

Islamic Azad University: Qazvin, Qazvin, IR

2010-08-01 to 2012-09-01 | M.Sc. (Computer Sciences)
Education
Source: Self-asserted source
Amin Shahraki

Professional activities (8)

National Elite Foundation: Tehran, IR

Member
Service
Source: Self-asserted source
Amin Shahraki

Macquarie University Faculty of Science and Engineering: Macquarie Park, NSW, AU

International Macquarie University Research Excellence Scholarship (iMQRES) Award Winner
Invited position
Source: Self-asserted source
Amin Shahraki

Macquarie University: Sydney, New South Wales, AU

of International Research Training Pathway (iRTP) award-winner
Invited position
Source: Self-asserted source
Amin Shahraki

Dublin Institute of Technology: Dublin, IE

Ph.D. research grant Award
Invited position
Source: Self-asserted source
Amin Shahraki

European Research Consortium for Informatics and Mathematics: Biot, Provence-Alpes-Côte d'Azu, FR

2020-12 to present | Postdoctoral researcher
Invited position
Source: Self-asserted source
Amin Shahraki

University of Technology Sydney: NSW, NSW, AU

2015 to present |  Award-winner of International Research Scholarship (IRS)+ UTS President’s Scholarship (UTSP)
Invited position
Source: Self-asserted source
Amin Shahraki

University of Ljubljana: Ljubljana, SI

2015 to present | Winner of PhD Research Grant award
Invited position
Source: Self-asserted source
Amin Shahraki

IEEE: New York, NY, US

2011-01-01 to present | IEEE Member
Service
Source: Self-asserted source
Amin Shahraki

Works (22)

Unleashing the Potential of Knowledge Distillation for IoT Traffic Classification

IEEE Transactions on Machine Learning in Communications and Networking
2024 | Journal article
DOI: 10.1109/TMLCN.2024.3360915
Contributors: Mahmoud Abbasi; Amin Shahraki; Javier Prieto; Angélica González Arrieta; Juan M. Corchado
Source: check_circle
Crossref

DCServCG: A data-centric service code generation using deep learning

Engineering Applications of Artificial Intelligence
2023-08 | Journal article
DOI: 10.1016/j.engappai.2023.106304
Contributors: Zakieh Alizadehsani; Hadi Ghaemi; Amin Shahraki; Alfonso Gonzalez-Briones; Juan M. Corchado
Source: check_circle
Crossref

When machine learning meets Network Management and Orchestration in Edge-based networking paradigms

Journal of Network and Computer Applications
2023-03 | Journal article
DOI: 10.1016/j.jnca.2022.103558
Contributors: Amin Shahraki; Torsten Ohlenforst; Felix Kreyß
Source: check_circle
Crossref

An Integration of Genetic Feature Selector, Histogram-Based Outlier Score, and Deep Learning for Wind Turbine Power Prediction

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects
2022-12-21 | Journal article
DOI: 10.1080/15567036.2022.2129876
Contributors: Parastou Fahim; Nima Vaezi; Amin Shahraki; Mohammad Khoshnevisan
Source: check_circle
Crossref

A comparative study on online machine learning techniques for network traffic streams analysis

Computer Networks
2022-04 | Journal article
DOI: 10.1016/j.comnet.2022.108836
Contributors: Amin Shahraki; Mahmoud Abbasi; Amir Taherkordi; Anca Delia Jurcut
Source: check_circle
Crossref

Active Learning for Network Traffic Classification: A Technical Study

IEEE Transactions on Cognitive Communications and Networking
2022-03 | Journal article
DOI: 10.1109/TCCN.2021.3119062
Contributors: Amin Shahraki; Mahmoud Abbasi; Amir Taherkordi; Anca Delia Jurcut
Source: check_circle
Crossref

TONTA: Trend-based Online Network Traffic Analysis in ad-hoc IoT networks

Computer Networks
2021-07 | Journal article
DOI: 10.1016/j.comnet.2021.108125
Contributors: Amin Shahraki; Amir Taherkordi; Øystein Haugen
Source: check_circle
Crossref
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Deep Reinforcement Learning for QoS provisioning at the MAC layer: A Survey

Engineering Applications of Artificial Intelligence
2021-06 | Journal article
DOI: 10.1016/j.engappai.2021.104234
Contributors: Mahmoud Abbasi; Amin Shahraki; Md. Jalil Piran; Amir Taherkordi
Source: check_circle
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Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey

Computer Communications
2021-03 | Journal article
DOI: 10.1016/j.comcom.2021.01.021
Contributors: Mahmoud Abbasi; Amin Shahraki; Amir Taherkordi
Source: check_circle
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Synchronization Techniques in “Device to Device- and Vehicle to Vehicle-Enabled” Cellular Networks: A survey

Computers & Electrical Engineering
2021-03 | Journal article
DOI: 10.1016/j.compeleceng.2020.106955
Contributors: Mahmoud Abbasi; Amin Shahraki; Hamid R. Barzegar; Claus Pahl
Source: check_circle
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A Survey and Future Directions on Clustering: From WSNs to IoT and Modern Networking Paradigms

IEEE Transactions on Network and Service Management
2020 | Journal article
DOI: 10.1109/TNSM.2020.3035315
EID:

2-s2.0-85096375382

Part of ISSN: 19324537
Contributors: Shahraki, A.; Taherkordi, A.; Haugen, O.; Eliassen, F.
Source: Self-asserted source
Amin Shahraki via Scopus - Elsevier
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Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost

Engineering Applications of Artificial Intelligence
2020 | Journal article
DOI: 10.1016/J.ENGAPPAI.2020.103770
WOSUID: WOS:000564244500008
Contributors: Shahraki, Amin; Abbasi, Mahmoud; Haugen, Oystein
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Clustering objectives in wireless sensor networks: A survey and research direction analysis

Computer Networks
2020 | Journal article
DOI: 10.1016/J.COMNET.2020.107376
WOSUID: WOS:000571740900004
Contributors: Shahraki, Amin; Taherkordi, Amir; Haugen, Oystein; Eliassen, Frank
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A comparative node evaluation model for highly heterogeneous massive‐scale Internet of Things‐Mist networks

Transactions on Emerging Telecommunications Technologies
2020-12 | Journal article
DOI: 10.1002/ett.3924
Contributors: Amin Shahraki; Marius Geitle; Øystein Haugen
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A distributed Fog node assessment model by using Fuzzy rules learned by XGBoost

4TH INTERNATIONAL CONFERENCE ON SMART AND SUSTAINABLE TECHNOLOGIES (SPLITECH)
2019 | Journal article
DOI: 10.23919/SPLITECH.2019.8783016
WOSUID: WOS:000502810800042
Contributors: Shahraki, Amin; Geitle, Marius; Haugen, Oystein
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An Outlier Detection Method to Improve Gathered Datasets for Network Behavior Analysis in IoT

Journal of Communications
2019 | Journal article
DOI: 10.12720/JCM.14.6.455-462
Contributors: Amin Shahraki; Øystein Haugen
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A review on the effects of IoT and smart cities technologies on urbanism

South-Eastern European Design Automation, Computer Engineering, Computer Networks and Society Media Conference (SEEDA_CECNSM)
2018 | Journal article
DOI: 10.23919/SEEDA-CECNSM.2018.8544932
WOSUID: INSPEC:18288903
Contributors: Shahraki, A.; Kaffash, D.K.; Haugen, O.
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Social ethics in Internet of Things: An outline and review

IEEE Industrial Cyber-Physical Systems (ICPS)
2018 | Journal article
DOI: 10.1109/ICPHYS.2018.8390757
Contributors: Amin Shahraki; Oystein Haugen
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Hierarchical distributed management clustering protocol for wireless sensor networks

Telecommunication Systems
2017 | Journal article
DOI: 10.1007/S11235-016-0218-7
WOSUID: WOS:000399021600015
Contributors: Shahraki, Amin; Rafsanjani, Marjan Kuchaki; Saeid, Arsham Borumand
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Last Significant Trend Change Detection Method for Offline Poisson Distribution Datasets

International Symposium on Networks, Computers and Communications (ISNCC)
2017 | Journal article
DOI: 10.1109/ISNCC.2017.8071994
WOSUID: WOS:000454359200021
Contributors: Shahraki, Amin; Haugen, Oystein; Taherzadeh, Hamed
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QARIMA: A new approach to prediction in queue theory

Applied Mathematics and Computation
2014 | Journal article
DOI: 10.1016/J.AMC.2014.06.108
WOSUID: WOS:000342265700045
Contributors: Rafsanjani, Marjan Kuchaki; Rezaei, Atieh; Shahraki, Amin; Saeid, Arsham Borumand
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A new approach for energy and delay trade-off intra-clustering routing in WSNs

Computers & Mathematics with Applications
2011 | Journal article
DOI: 10.1016/J.CAMWA.2011.06.003
WOSUID: WOS:000294797400007
Contributors: Shahraki, Amin; Rafsanjani, Marjan Kuchaki; Saeid, Arsham Borumand
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Peer review (140 reviews for 63 publications/grants)

Review activity for ... International Wireless Communications and Mobile Computing Conference. (1)
Review activity for ACM transactions on knowledge discovery from data. (2)
Review activity for Ad hoc networks. (1)
Review activity for Ad hoc networks. (6)
Review activity for Advances in space research. (1)
Review activity for Applied energy (1)
Review activity for Applied energy. (2)
Review activity for Cluster computing. (1)
Review activity for Computer communications. (2)
Review activity for Computer modeling in engineering & sciences (1)
Review activity for Computer networks. (2)
Review activity for Computers & electrical engineering. (3)
Review activity for Concurrency and computation. (1)
Review activity for Drones. (1)
Review activity for Electronics. (4)
Review activity for Engineering applications of artificial intelligence. (2)
Review activity for Engineering applications of artificial intelligence. (14)
Review activity for Expert systems with applications. (2)
Review activity for F1000Research. (1)
Review activity for Frontiers in Communications and Networks (1)
Review activity for Future generation computer systems. (2)
Review activity for IEEE access : (7)
Review activity for IEEE internet of things journal. (1)
Review activity for IEEE network. (1)
Review activity for IEEE transactions on communications. (1)
Review activity for IEEE transactions on emerging topics in computing. (2)
Review activity for IEEE transactions on green communications and networking. (2)
Review activity for IEEE transactions on machine learning in communications and networking. (3)
Review activity for IEEE transactions on network and service management. (4)
Review activity for IEEE transactions on neural networks and learning systems. (1)
Review activity for IEEE transactions on services computing. (3)
Review activity for IEEE transactions on sustainable computing. (1)
Review activity for IEEE transactions on vehicular technology. (1)
Review activity for Intelligent systems with applications. (1)
Review activity for International journal of communication systems. (4)
Review activity for International journal of network management. (1)
Review activity for International journal of wireless information networks. (1)
Review activity for International journal of wireless information networks. (4)
Review activity for Iranian journal of fuzzy systems. (1)
Review activity for Journal of ambient intelligence & humanized computing (1)
Review activity for Journal of ambient intelligence and humanized computing. (2)
Review activity for Journal of marine science and engineering. (1)
Review activity for Journal of network and computer applications. (2)
Review activity for Journal of parallel and distributed computing. (1)
Review activity for Journal of reliable intelligent environments. (4)
Review activity for Journal of Traffic and Transportation Engineering. (1)
Review activity for Machine learning with applications. (1)
Review activity for Mathematical biosciences and engineering. (1)
Review activity for Mathematics. (2)
Review activity for Peer-to-Peer Networking and Applications (1)
Review activity for Peer-to-peer networking and applications. (4)
Review activity for Pervasive and mobile computing. (1)
Review activity for Pervasive and mobile computing. (3)
Review activity for PloS one. (3)
Review activity for Progress in artificial intelligence. (1)
Review activity for Security and communication networks. (1)
Review activity for Sensors. (6)
Review activity for Simulation modelling practice and theory. (2)
Review activity for The imaging science journal (1)
Review activity for Transactions on emerging telecommunications technologies. (2)
Review activity for Vehicular communications. (7)
Review activity for Wireless networks. (1)
Review activity for Wireless networks. (1)
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