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Mehran Pourvahab is a highly accomplished researcher and educator with a background in computer engineering and extensive experience in the fields of Medical Informatics, Data Science, Machine Learning, Cloud Security, Cloud Forensics, Software-defined Networking, and Blockchain Technology. Mehran is proud to be a scientific member and data manager of the PHArA-ON project [https://pharaon.eu/], which is one the biggest R&D projects in Europe to enhance the quality of life for Europe's aging population through ICT solutions in Europe. As the data manager for the PHArA-ON, Mehran spearheaded the development of an innovative semantic data model, integrating diverse data sources to facilitate collaborative, intelligent healthcare solutions, ensuring privacy and security in healthcare data management. He received his Ph.D. in computer engineering from the Azad University of Rasht Branch, Iran, where his thesis on collecting reliable legal evidence on cloud networks forensics earned him top honors with a thesis evaluation of 20/20. He holds multiple professional certifications, including MikroTik Certified Routing Engineer, MikroTik Certified Wireless Engineer, and Cyberoam Certified Network & Security Professional. Dr. Pourvahab has completed one postdoctoral position and is currently pursuing another, both at the University of Beira Interior in Portugal. His first postdoctoral position was at the C4 – Cloud Computing Competences Centre, where he researched and developed a platform to identify, monitor, warn, and predict relevant events in Cardiology and Neurodegenerative and Behavioral diseases. In his ongoing second postdoctoral position at the Centre for Human Language Technology and Bioinformatics (HULTIG), he is working on researching and developing predictive algorithms and knowledge-based modules in Medical Informatics. He had served as a faculty member of the computer department at Azad University, Langarud Branch. He has been a member of the Institute of Electrical and Electronics Engineers (IEEE) and the IEEE Computer Society since 2012. In addition, he has been an active participant in the Iranian ICT Guild Organization, serving as head of the security and network commission and commission membership of network and security. Additionally, he was the Chairman of the Board of MehranNet Internet Service Provider, established by him in 2001; also, he established the first computer store in the counties of Rudsar & Langarud, Guilan province, Iran, in 1997. Mehran has extensive publications, including papers in prestigious journals such as IEEE Access. He has also presented workshops on topics such as Blockchain and Cyber Warfare and has reviewed many articles for various journals and conferences. In addition to his research contributions, Mehran has a proven track record as an educator. He has taught courses on computer networks, data communications, and programming languages at universities and technical institutes in Iran. He has also supervised and co-supervised master's students, and has served on the jury for master's thesis defense. Dr. Pourvahab's contributions to the field of computer engineering and network security have been widely recognized, with his work focusing on data science, health data science, cloud network forensics, network security, and blockchain technology. Dr. Pourvahab's passion for research and dedication to advancing the field of computer engineering, data science, medical informatics, and network security is evident in his numerous publications, which have been widely cited and recognized by his peers. His commitment to excellence and his outstanding contributions to the field make him a highly respected and valued member of the research community. Follow him at mp@computer.org or m.p@ieee.org https://scholar.google.com/citations?user=Kq36ZfsAAAAJ&hl=en https://www.researchgate.net/profile/Mehran_Pourvahab https://www.webofscience.com/wos/author/record/1316706 https://mp.ub.pt
Identificação

Identificação pessoal

Nome completo
Mehran Pourvahab

Nomes de citação

  • Pourvahab, Mehran

Identificadores de autor

Ciência ID
CC18-062C-9D33
ORCID iD
0000-0002-0034-5506
Google Scholar ID
Kq36ZfsAAAAJ
Researcher Id
G-7257-2019

Endereços de correio eletrónico

  • mehran.pourvahab@ubi.pt (Profissional)

Telefones

Telemóvel
  • 914180951 (Pessoal)

Moradas

  • Residência de Docentes, Rua Morais do Convento, Apartment -4/D , 6200-371, Covilhã, Covilhã, Portugal (Pessoal)

Websites

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Português Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1)
Francês Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1)
Árabe Utilizador elementar (A2) Utilizador elementar (A2) Utilizador elementar (A2) Utilizador elementar (A2) Utilizador elementar (A2)
Persa (Idioma materno)
Formação
Grau Classificação
2022/10/26 - 2023/08/31
Em curso
Pilots for Healthy and Active Ageing (PHArA-ON) (Pós-doutoramento)
Especialização em As the data manager for this project, my role involves designing a data semantic model and unifying different data models from Pharaon pilots into a unique Pharaon Semantic Model.
Universidade da Beira Interior, Portugal
2022/02/21 - 2022/08/31
Concluído
C4 - Centro de Competências em Cloud Computing - Predictive Algorithms for Health (Pós-doutoramento)
Universidade da Beira Interior, Portugal
2015/09/23 - 2020/02/05
Concluído
Computer Engineering (Doutoramento)
Islamic Azad University, Irão
"Collecting of Reliable Legal Evidence on Cloud Networks Forensics" (TESE/DISSERTAÇÃO)
2011/09 - 2013/09
Concluído
Information Technology Engineering (Mestrado)
Especialização em Networking
University of Guilan, Irão
2008/02 - 2011/02
Concluído
Computer Software Engineering (Bacharelato)
Islamic Azad University, Irão
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento
Empregador
2021/02 - Atual Pós-doutorado (Investigação) Universidade da Beira Interior Departamento de Informática, Portugal
Universidade da Beira Interior Departamento de Informática, Portugal
2024/01/07 - 2024/02/07 Investigador visitante (Investigação) Université de Caen Normandie, França
Groupe de Recherche en Informatique Image Automatique et Instrumentation de Caen, França
(...)

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2020/02 - 2021/11 Professor Auxiliar (Docente Universitário) Islamic Azad University, Irão
Islamic Azad University, Irão
2013/09 - 2021/11 Leitor (Docente Universitário) SamaTechnical and Vocational, Langarud Center, Irão
SamaTechnical and Vocational, Langarud Center, Irão
2012/09 - 2021/07 Leitor (Docente Universitário) Chamran Technical and Vocational University, Irão
Chamran Technical and Vocational University, Irão
2016/09 - 2020/02 Leitor (Docente Universitário) Islamic Azad University, Irão
Islamic Azad University, Irão
2016/09 - 2017/02 Leitor (Docente Universitário) Islamic Azad University, Irão
Islamic Azad University, Irão

Cargos e Funções

Categoria Profissional
Instituição de acolhimento
Empregador
2009/10 - 2021/11 Chairman of the Board (COB) MehranNet - Internet Service Provider, Irão
MehranNet - Internet Service Provider, Irão
2017/09 - 2021/01 Head of the Department of Computer, Langarud Branch Islamic Azad University, Irão
Islamic Azad University, Irão
2012/08 - 2019/01 Director of ICT, Guilan Province Islamic Azad University, Irão
Islamic Azad University, Irão
2006/09 - 2018/11 Manager of ICT, Langarud Branch Islamic Azad University, Irão
Islamic Azad University, Irão
2001/07 - 2009/05 CEO MehranNet - Internet Service Provider, Irão
MehranNet - Internet Service Provider, Irão
Projetos

Bolsa

Designação Financiadores
2022/10/26 - 2025/02/28 Pilots for Healthy and Active Ageing (PHArA-ON)
Investigador Pós-doutorado
Assisted Living Computing and Telecommunications Laboratory, Department of Computer Science, University of Beira Interior, Portugal
European Commission
Em curso
2024/02/15 - 2024/08/15 Towards a Transfer-based Explainable Artificial Intelligence in ECG-based Diagnosis for Cardiac Disorders by Using Knowledge-Based Modules
2023.10386.CPCA
Investigador responsável
Fundação para a Ciência e a Tecnologia, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2021/12 - 2022/08 CENTRO-01-0145-FEDER-0000190-C4-Centro de Competências em Cloud Computing, financiado pelo Programma Operacional Regional do Centro (Centro 2020)
Investigador Pós-doutorado
C4 – Cloud Computing Competences Centre, University of Beira Interior, Portugal
Concluído
2015/09/23 - 2020/02/05 Collecting Legal Evidence on cloud networks forensics
PHD-By-RESEARCH-GRANT
Bolseiro de Doutoramento
Islamic Azad University Rasht Branch, Irão
Concluído

Outro

Designação Financiadores
2010/02 - 2011/02 Radius Server & Web Accounting with PHP
No Grant
Bachelor student
Islamic Azad University of Lahijan, Irão
Concluído
Produções

Publicações

Artigo em conferência
  1. Pourvahab, Mehran; Monteiro, Anilson; Mousavirad, Seyed Jalaleddin; Sebastião Augusto Rodrigues Figueiredo Pais. Autor correspondente: Pourvahab, Mehran. "Advanced Semantic Integration with RDF and R2RML for Unified Data Management". Trabalho apresentado em 13° Forum Italian Ambient Assisted Living - ForItAAL 2024, Florence, 2024.
    Aceite para publicação
  2. Pourvahab, Mehran; Monteiro, Anilson; Pombo, Nuno; Sebastião Augusto Rodrigues Figueiredo Pais. "Enhancing Senior Wellness with Optimized Online Volunteer Services: Presenting a Data-Driven Conceptual Model Using Multimodal Recommender Systems". Trabalho apresentado em 13° Forum of Italian Ambient Assisted Living (ForItAAL 2024), Florence, 2024.
    Aceite para publicação
  3. Salvador, Carolina; Felizardo, Virginie; Zacarias, Henriques; Souza-Pereira, Leonice; Pourvahab, Mehran; Pombo, Nuno; Garcia, Nuno M.. "Epileptic seizure prediction using EEG peripheral channels". Trabalho apresentado em 2023 IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), Porto, 2023.
    Publicado • 10.1109/enbeng58165.2023.10175347
  4. Henriques Zacarias; Virginie Felizardo; Leonice Souza-Pereira; André Pinho; Susana Ramos; Pourvahab, Mehran; Nuno M. Garcia; Pombo, Nuno. "Gender Classification Using nonstandard ECG Signals - A Conceptual Framework of Implementation". Trabalho apresentado em EAI International Conference on IoT Technologies for HealthCare (HealthyIoT 2022), Brada, 2022.
    Publicado • 10.1007/978-3-031-28663-6_9
  5. Nooreddin Jafari; Pourvahab, Mehran; Mohammad Saffari. "Intelligent Energy Saver System for Street Lighting (in Persian)". Trabalho apresentado em 1st Langaroud,s Conference on Electrical Engineering, Langarud, 2015.
    Publicado
  6. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht; Hassan Kouchakinejad. "Design and implementation of an authentication system for firewall against cyber attacks (in Persian)". Trabalho apresentado em 7th National Conference Iran's Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I), Tehran, 2013.
    Publicado
  7. Pourvahab, Mehran; Reza Ebrahimi Atani; Seyed Nima Shabanzadeh; Reza Farmandeh Bahri. "Lightweight authentication system for firewall Using Port-Knocking and utilizing special features Internet Protocol Control Messages (ICMP) (in Persian)". Trabalho apresentado em 2nd PetroICT Conference & Exhibition, Nov 26-27, 2013, Shahid Beheshti Conference Center, Tehran, 2013.
    Publicado
  8. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht. "Use of Port-Knocking on The first line of cyber defense, using a combination of source and destination ports against replay attacks and utilizing tunneling against NAT-Knocking (PSDT) - (Best Paper Award)(in Persian)". Trabalho apresentado em Sixth National Conference Electronic Warfare, 8-9 October 2013, Imam Hossein Comprehensive University, Tehran, 2013.
    Publicado
  9. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht. "Analysis of authentication based on Port-Knocking - (Best Paper Award) - (in Persian)". Trabalho apresentado em Research Week Conference, 9-12 June 2013, University of Guilan, Rasht, 2013.
    Publicado
  10. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht. "Port-Knocking with the usage of Web, Internet control message protocol and Tunneling (PWIT) - (Best Paper Award) (in Persian)". Trabalho apresentado em 6th National Conference Iran’s Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I), Tehran, 2012.
    Publicado
  11. Shabnam Mahjoub; Pourvahab, Mehran. "A new Method for Uniformization of Three-Level Loops Using an Evolutionary Approach - (Best Paper Award) (in Persian)". Lahijan, 2012.
    Publicado
  12. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht. "Increased Security of Port-Knocking, using tunneling and Internet messages control protocol (SPKT+I) - (in Persian)". Trabalho apresentado em 2nd Lahijan's National Conference on Software Engineering (LNCSE), Lahijan, 2012.
    Publicado
  13. Pourvahab, Mehran; Laleh Boroumand; Reza Ebrahimi Atani. "SPKT: Secure Port Knock-Tunneling, an Enhanced Port Security Authentication Mechanism". Trabalho apresentado em IEEE Symposium on Computers & Informatics (ISCI 2012), Penang, 2012.
    Publicado • 10.1109/ISCI.2012.6222683
  14. Bahman Ghanipour; Pourvahab, Mehran; Shahram Ghanbari. "Review of Telemedicine (in Persian)". Trabalho apresentado em The first conference on new approaches in computer engineering and information technology,, Rudsar, 2011.
    Publicado
  15. Pourvahab, Mehran; Azamossadat Nourbakhsh; Yousef Bagheri. "Analysis of Quality of Service in bandwidth management in Linux (in Persian)". Trabalho apresentado em 1nd Lahijan's National Conference on Software Engineering (LNCSE), Lahijan, 2009.
    Publicado
Artigo em revista
  1. Pourvahab, Mehran; Mousavirad, Seyed Jalaleddin. Autor correspondente: Mousavirad, Seyed Jalaleddin. "GSK-LocS: Towards a More Effective Generalisation in Population-based Neural Network Training". Alexandria Engineering Journal (2025): https://www.sciencedirect.com/journal/alexandria-engineering-journal.
    Em revisão
  2. Pourvahab, Mehran; Lisana Moniz de Sousa Daniel; Felizardo, Virginie; Nuno M. Garcia. Autor correspondente: Lisana Moniz de Sousa Daniel. "Comparative study and integration of algorithms for automatic ECG fiducial points identification". Computers in Biology and Medicine (2025): https://www.sciencedirect.com/journal/computers-in-biology-and-medicine.
    Em revisão
  3. Pourvahab, Mehran; Henriques Zacarias; Nuno M. Garcia; Felizardo, Virginie. Autor correspondente: Henriques Zacarias. "Navigating ECG Signal Forecasting: A Systematic Review of Current Trends and Future Directions". Frontiers in Artificial Intelligence (2025): https://www.frontiersin.org/journals/artificial-intelligence.
    Em revisão
  4. Henriques Zacarias; João Alexandre Lôbo Marques; Virginie Felizardo; Mehran Pourvahab; Nuno M. Garcia. "ECG Forecasting System Based on Long Short-Term Memory". Bioengineering (2024): https://doi.org/10.3390/bioengineering11010089.
    10.3390/bioengineering11010089
  5. Pourvahab, Mehran; Seyed Jalaleddin Mousavirad; Henriques Zacarias; Pombo, Nuno; Virginie Felizardo; Mohammadigheymasi, Hamzeh; Seyed Nooreddin Jafari; Nuno M. Garcia. "A Cluster-Based Opposition Differential Evolution Boosted By a Local Search for ECG Signal Classification". Journal of Computational Science (2023): https://doi.org/10.48550/arXiv.2305.02731.
    Em revisão
  6. Seyed Jalaleddin Mousavirad; Khosro Rezaee; Ali Wagdy Mohamedi; Pourvahab, Mehran; Mohammad Tabatabaei; Diego Oliva. "Towards a More Effective Generalisation in Population-based Neural Network Training,". Expert Systems With Applications (2023):
    Submetido
  7. Hamzeh Mohammadigheymasi; Peidong Shi; Nasrin Tavakolizadeh; Zhuowei Xiao; S. Mostafa Mousavi; Luis Matias; Mehran Pourvahab; Rui Fernandes. "IPIML: A Deep-Scan Earthquake Detection and Location Workflow Integrating Pair-Input Deep Learning Model and Migration Location Method". IEEE Transactions on Geoscience and Remote Sensing (2023): https://doi.org/10.1109/TGRS.2023.3293914.
    10.1109/TGRS.2023.3293914
  8. Mehran Pourvahab; Gholamhossein Ekbatanifard. "An Efficient Forensics Architecture in Software-Defined Networking-IoT Using Blockchain Technology". IEEE Access 7 (2019): 99573-99588. https://doi.org/10.1109/ACCESS.2019.2930345.
    Publicado • 10.1109/ACCESS.2019.2930345
  9. Mehran Pourvahab; Gholamhossein Ekbatanifard. "Digital Forensics Architecture for Evidence Collection and Provenance Preservation in IaaS Cloud Environment Using SDN and Blockchain Technology". IEEE Access 7 (2019): 153349-153364. https://doi.org/10.1109/ACCESS.2019.2946978.
    Publicado • 10.1109/ACCESS.2019.2946978
  10. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht. "Utilizing Port-Knocking as first defensive layer at defense-in-depth strategies using hybrid of the Internet Control Message Protocol features, Internet Addresses and Tunneling (in Persian)". Journal of Electronic and Cyber Defence(ecdj) 2 4 (2015): https://ecdj.ihu.ac.ir/article_200071.html.
    Publicado
  11. Pourvahab, Mehran; Reza Ebrahimi Atani; Hoss Fatemi. "Enhanced Secure Web-Knocking Using Single Packet Authorization (SPA) and One-Time Password (OTP)". INTERNATIONAL JOURNAL OF SCIENCES 4 3 (2014): 504-511.
    Publicado
  12. Pourvahab, Mehran; Laleh Boroumand. "A Review of Techniques to Resolve the Hidden Node Problem in Wireless Networks". Smart Computing Review (2012): https://www.researchgate.net/publication/330142537_Smart_Computing_Review_A_Review_of_Techniques_to_Resolve_the_Hidden_Node_Problem_in_Wireless_Networks.
    Publicado • 10.6029/SMARTCR.2012.02.001
  13. Pourvahab, Mehran; Reza Ebrahimi Atani; Milad Shavanddasht. "Review of authentication based on Port-Knocking - (in Persian)". Cryptography and Network Security(CNS) (2012):
    Publicado
Capítulo de livro
  1. Pourvahab, Mehran; Mousavirad, Seyed Jalaleddin; Sebastião Augusto Rodrigues Figueiredo Pais; Monteiro, Anilson. Autor correspondente: Pourvahab, Mehran. "PEL: Population-Enhanced Learning Classification for ECG Signal Analysis". In Advances in Optimization Algorithms for Multidisciplinary Engineering Applications: From Classical Methods to AI-Enhanced Solutions, editado por Diego Oliva; Arturo Valdivia; Seyed Jalaleddin Mousavirad; Kanak Kalita. Springer, 2024.
    Aceite para publicação
Poster em conferência
  1. Pourvahab, Mehran; beatriz ferreira. Autor correspondente: beatriz ferreira. "Diagnosis Support in Parkinson’s Disease Based on Daily Tremor Using Inertial Sensors". Trabalho apresentado em BIOSIGNALS 2024 - Accept, 2024.
Resumo em conferência
  1. Pombo, Nuno; Pourvahab, Mehran. "Another Brick in the Code". Trabalho apresentado em 5th IITEE International Instructional Technologies in Engineering Education, Izmir, 2023.
    Publicado
Tese / Dissertação
  1. "Collecting of Reliable Legal Evidence on Cloud Networks Forensics". Doutoramento, Islamic Azad University Rasht Branch, 2020.
  2. "Presentation of authentication techniques in computer networks based on Port-Knocking". Mestrado, University of Guilan, 2013.

Outros

Outra produção
  1. Build your own private blockchain based on Ethereum. 2018. Pourvahab, Mehran. https://www.researchgate.net/publication/330142200_Build_your_own_private_blockchain_based_on_Ethereum.
    10.13140/rg.2.2.32037.76008
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2023/11/15 Unified Data Model, Semantic Model, and Data Repository for PHArA-ON (Pilots for Healthy and Active Ageing) Fondazione Casa Sollievo della Sofferenza - IRCCS
Casa Sollievo della Sofferenza (San Giovanni Rotondo, Itália)
2023/03/16 Another Brick in the Code 5th IITEE 2023- International Instructional Technologies in Engineering Education Symposium
Ege University (Izmir, Turquia)
2019/12 Cyber Warfare Research Week Conference
Islamic Azad University of Langaroud Branch (Langaroud, Irão)
2018/12 Build your own private blockchain based on Ethereum Blockchain Class
Islamic Azad University of Lahijan Branch (Lahijan, Irão)
2018/12 Blockchain Research Week Conference
Islamic Azad University of Langaroud Branch (Langaroud, Irão)
2017/12 Home Network Security Research Week
Islamic Azad University of Langaroud Branch (Langarud, Irão)
2015/09/02 Crime Detection in Cloud Networking (in Persian) 9th Elecompt Exhibition of Guilan 2015
Hive Netowrks (Rasht, Irão)
2013/12 Design and implementation of an authentication system for firewall against cyber attacks 7th National Conference Iran’s Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I)
Imam Hossein Comprehensive University (Tehran, Irão)
2013/11 Lightweight authentication system for firewall Using Port-Knocking and utilizing special features Internet Protocol Control Messages (ICMP) 2nd PetroICT Conference & Exhibition
Shahid Beheshti University, Conference Center (Tehran, Irão)
2013/10 Use of Port-Knocking on The first line of cyber defense, using a combination of source and destination ports against replay attacks and utilizing tunneling against NAT-Knocking (PSDT) Sixth National Conference Electronic Warfare
Imam Hossein Comprehensive University (Tehran, Irão)
2013/06 Analysis of authentication based on Port-Knocking Research Week Conference
University of Guilan (Rasht, Irão)
2012/11 Increased Security of Port-Knocking, using tunneling and Internet messages control protocol (SPKT+I) 2nd Lahijan’s National Conference on Software Engineering (LNCSE)
Islamic Azad University of Lahijan Branch (Lahijan, Irão)
2012/11 Port-Knocking with the usage of Web, Internet control message protocol and Tunneling (PWIT) 6th National Conference Iran’s Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I)
Shahid Beheshti University (Tehran, Irão)
2012/03/19 SPKT: Secure Port Knock-Tunneling, an Enhanced Port Security Authentication Mechanism IEEE Symposium on Computers & Informatics (ISCI 2012)
Penang, Malaysia (Penang, Malásia)
2012/03 Intro MikroTik The First Workshop Of Advance Computer Networks, Computer Networks Association of Guilan University
University of Guilan (Rasht, Irão)
2012/03 Authentication based on Port-Knocking The Second Workshop on Computer Network Security, cryptography scientific association of Guilan University
University of Guilan (Rasht, Irão)
2011/09 Mesh Networks with MikroTik Train the Trainer of MikroTik
MikroTik (Dubai, Emiratos Árabes Unidos)

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2023/03 - Atual Validation of 5-lead and 12-lead ECG of VITALPROVID VSM system
Coorientador de Lisana Moniz de Sousa Daniel
M.Sc. in Bioengineering (Mestrado)
Universidade da Beira Interior Departamento de Informática, Portugal
2022/09 - 2023/06 Epileptic seizure prediction using machine learning techniques
Coorientador
Relatório no âmbito da UC Seminário 1o ciclo em Ciências Biomédicas (Mestrado)
Universidade da Beira Interior Faculdade de Engenharia, Portugal
2017/07 - 2020/02 Employing Data Mining Techniques to Design an Intelligent Recommender System in Movie Domain
Coorientador de Mahmoud Hafshanjani
M.Sc. in Computer Software Engineering (Mestrado)
Ayandegan Institute of Higher Education, Irão

Participação em evento

Descrição da atividade
Tipo de evento
Nome do evento
Instituição / Organização
2023/05/09 - 2033/05/11 PHArA-ON (Pilots for Healthy and Active Ageing) plenary meeting in Malaga, Spain. During these sessions, it reflected on the significant accomplishments we achieved through the Pharaon pilot programs.
Encontro
PHArA-ON plenary meeting in Malaga, Spain. On May 9th to May 11th 2023
2023/01/31 - 2033/02/02 PHArA-ON (Pilots for Healthy and Active Ageing) plenary meeting in Murcia, Spain.
Encontro
PHArA-ON plenary meeting in Murcia, Spain. On 31 January and 1 and 2 February,
Servicio Murciano de Salud, Espanha
2024/01/29 - 2024/01/30 Participant and Collaborator of Mental Health and Artificial Intelligence Symposium
Simpósio
Mental Health and Artificial Intelligence Symposium
Université de Caen Basse-Normandie, França
2023/11/15 - 2023/11/16 PHArA-ON (Pilots for Healthy and Active Ageing) plenary meeting in San Giovanni Rotondo, Italy. This event brought together more than 40 partners, highlighting the progress and advancements within the Pharaon project.
Encontro
The Pharaon Plenary Meeting, San Giovanni Rotondo, Italy
Fondazione Casa Sollievo della Sofferenza - IRCCS, Itália
2023/11/09 - 2023/11/10 The presentations and discussions around adversarial attacks, deep learning applications, and security design approaches were particularly stimulating.
Oficina (workshop)
Workshop on Cybersecurity Applications of Machine Learning (& Friends).
Universidade da Beira Interior, Portugal
2023/03/16 - 2023/03/16 5th IITEE International Instructional Technologies in Engineering Education, EGE University, Izmir, Turkey.
Simpósio
5th IITEE 2023- International Instructional Technologies in Engineering Education Symposium
Ege Üniversitesi Biyomühendislik Bölümü, Turquia
2012/03/18 - 2021/03/20 IEEE Symposium on Computers & Informatics (ISCI 2012), Penang, Malaysia
Conferência
IEEE Symposium on Computers & Informatics (ISCI 2012)
2015/02/25 - 2015/02/25 1st Langaroud,s Conference on Electrical Engineering, Azad University of Langarud Branch, Langarud, Iran
Conferência
1st Langaroud,s Conference on Electrical Engineering
Islamic Azad University, Langarud Branch, Irão
2013/12/10 - 2013/12/11 7th National Conference Iran's Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I), Tehran, Iran.
Conferência
7th National Conference Iran's Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I)
Imam Hossein University, Irão
2013/11/26 - 2013/11/27 2nd PetroICT Conference & Exhibition, Shahid Beheshti Conference Center, Tehran, Iran
Conferência
2nd PetroICT Conference & Exhibition, Nov 26-27, 2013, Shahid Beheshti Conference Center
Shahid Beheshti University, Irão
2013/10/08 - 2013/10/09 Sixth National Conference Electronic Warfare, Imam Hossein Comprehensive University, Tehran, Iran.
Conferência
Sixth National Conference Electronic Warfare, 8-9 October 2013, Imam Hossein Comprehensive University
Imam Hossein University, Irão
2013/06/09 - 2013/06/12 Research Week Conference, University of Guilan, Rasht, Iran
Conferência
Research Week Conference, 9-12 June 2013, University of Guilan
University of Guilan, Irão
2012/11/28 - 2012/11/29 6th National Conference Iran's Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I), Tehran, Iran
Conferência
6th National Conference Iran's Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I)
Shahid Beheshti University, Irão
2012/10/30 - 2012/11/01 2nd Lahijan's National Conference on Software Engineering (LNCSE), Azad University of Lahijan Branch, Lahijan, Iran
Conferência
2nd Lahijan's National Conference on Software Engineering (LNCSE)
Islamic Azad University of Lahijan, Irão

Júri de grau académico

Tema
Tipo de participação
Nome do candidato (Tipo de grau)
Instituição / Organização
2022/03 A Medical Recommender System Based on Data Mining Techniques for Providing Treatment Services to Patients
Vogal
Hamed Janati Rad (Mestrado)
Ayandegan Institute of Higher Education, Irão
2021/09 A New Model for Price Prediction in Stock Market Using Neural Network Technique
Vogal
Mohammad Hassan Esmaelzadeh (Mestrado)
Ayandegan Institute of Higher Education, Irão
2021/09 An Efficient Machine Learning Based Method for Automatic Abstractive Summarization of Text
Vogal
Mahsa Shakibaie (Mestrado)
Ayandegan Institute of Higher Education, Irão
2021/06 Application of Deep Learning Model in Order to Detect Scientific Plagiarism of Persian Texts
Vogal
Majid Khosravi (Mestrado)
Ayandegan Institute of Higher Education, Irão
2021/02 Providing a New Energy Efficient Routing Method Based on Multi-criteria Decision for Mobile Ad-hoc Networks in the Neutrosophic Environment
Vogal
Fatemeh Rasolpour (Mestrado)
Ayandegan Institute of Higher Education, Irão
2020/02 Employing Data Mining Techniques to Design an Intelligent Recommender System in Movie Domain Supervisor
Orientador
Mahmoud Hafshanjani (Mestrado)
Ayandegan Institute of Higher Education, Irão

Arbitragem científica em conferência

Nome da conferência Local da conferência
2023/07/15 - 2033/07/16 2023 IEEE Symposium on Industrial Electronics & Applications (ISIEA2023) Hotel Maya KLCC, Kuala Lumpur, Malaysia
2023/05/18 - 2033/05/19 International Conference on Sustaining Heritage: Innovative and Digital Approaches University of Bahrain and IEEE
2022/05/21 - 2022/05/22 2022 IEEE 12th Symposium on Computer Applications & Industrial Electronics (ISCAIE) Penang Island, Malaysia
2021/11/25 - 2021/11/26 International Conference on Data Analytics for Business and Industry UNIVERSITY OF BAHRAIN
2019/11/29 - 2019/12/01 IEEE International Conference on Control Systems, Computing and Engineering (ICCSCE2019) Universiti Teknologi MARA (UiTM) - PENANG, MALAYSIA
2019/08/02 - 2019/08/03 10th IEEE Control and System Graduate Research Colloquium (ICSGRC 2019)
2015/02/25 - 2015/02/26 1st Langaroud,s Conference on Electrical Engineering Islamic Azad University of Langaroud Branch
2014/09/24 - 2014/09/27 International Conference on Advances in Computing, Communications and Informatics (ICACCI) Delhi, India

Consultoria / Parecer

Descrição da atividade Instituição / Organização
2018 - Atual Official Adviser Grade 3 in Networking and Internet Iranian ICT Guild Organization, Guilan Province, Irão

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2016/09 - 2021 Advanced Computer Networks IT (Master) Islamic Azad University of Lahijan, Irão
2014 - 2021 Web-Based Programming Computer (Bachelor) Islamic Azad University, Langarud Branch, Irão
2014 - 2021 Data Communications Computer Engineering (Bachelor) Islamic Azad University, Langarud Branch, Irão

Chamran Technical and Vocational University, Irão
2014 - 2021 Advanced Programming Computer Engineering (Bachelor) Islamic Azad University, Langarud Branch, Irão
2013 - 2021 Computer Basics and Programming Associate Degree in Accounting SamaTechnical and Vocational, Langarud Center, Irão
2012 - 2021 Computer Networks Computer Engineering (Bachelor) Islamic Azad University, Langarud Branch, Irão

Chamran Technical and Vocational University, Irão
2012 - 2021 Network Security (Bachelor) Islamic Azad University, Langarud Branch, Irão
2013 - 2020 Computer Applications in Accounting Associate Degree in Accounting SamaTechnical and Vocational, Langarud Center, Irão
2014 - 2019 Multimedia Computer Engineering (Bachelor) Islamic Azad University, Langarud Branch, Irão

Chamran Technical and Vocational University, Irão

Entrevista (jornal / revista)

Descrição da atividade Jornal / Forum
2018/12/24 The need to pay attention to emerging threats in the virtual and cyber world Azad News Agency (ANA)

Membro de associação

Nome da associação Tipo de participação
2015 - Atual Iranian ICT Guild Organization (IGG), Guilan Province Member
2012 - Atual IEEE Computer Society Member
2012 - Atual IEEE Member
2011 - Atual ISC Iranian Society of Cryptology Member

Membro de comissão

Descrição da atividade
Tipo de participação
Instituição / Organização
2015 - Atual Member of Network and Security Commission
Membro
Iranian ICT Guild Organization, Guilan Province, Irão
2018/08 - 2022/08 Head of Security and Network Commission Iranian ICT Guild Organization, Guilan Province
Diretor
Iranian ICT Guild Organization, Guilan Province, Irão
2012/08 - 2019/01 Secretary of the Information Technology Council
Coordenador
Islamic Azad University Rasht Branch, Irão
2010/12 - 2018/11 Secretary of ICT Steering Committee
Membro
Islamic Azad University, Langarud Branch, Irão

Revisão ad hoc de artigos em revista

Nome da revista (ISSN) Editora
2023 - Atual IEEE Internet of Things Journal (2327-4662)
2019 - 2023 IEEE Access (2169-3536) Institute of Electrical and Electronics Engineers
2022 - 2022 COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE (1687-5273) hindawi
2020 - 2021 International Journal of Computing and Digital Systems (IJCDS) (2210-142X) University of Bahrain Scientific Journals
2019 - 2019 IEEE Computer Magazine IEEE

Tutoria

Tópico Nome do aluno
2023/01 - Atual ECG signal validation process Margarida Pereira Rodrigues
2023 - Atual Feature extraction and selection for the prediction of epileptic seizures using a 40-minute pre-ictal phase Lara Sofia Afonso de Paiva
2022 - Atual Collection and analysis of tremor not associated with Parkinson's disease Rodrigo Miguel Ferreira Teixeira
2022 - Atual Voice collection and analysis during the menstrual cycle Ana Sofia Taborda Silvestre
2023/03 - 2023/05 ECG waveform validation Margarida Rodrigues
2018/10/22 - 2018/10/26 MTCNA - MikroTik Certified Network Associate. Amin Hosseini
Distinções

Prémio

2024 Grant Recipient for the proposal on "Project Code: 2023.10386.CPCA" under the Call for Computing Projects initiative by FCT. Recognized for innovative approach and potential impact on computational research.
Fundação para a Ciência e a Tecnologia, Portugal
2019 Outstanding Professor of the Year, Azad University, Langarud Branch
Islamic Azad University, Langarud Branch, Irão
2019 Recognized as an Excellent Reviewer by Web of Science for outstanding contributions to peer review.
Clarivate - Web of Science, Estados Unidos
2014 Outstanding Professor of the Year, Chamran University
Chamran Technical and Vocational University, Irão
2013 Best Paper Award in Sixth National Conference Electronic Warfare, 8-9 October 2013, Tehran, Iran
Imam Hossein University, Irão
2013 Best Paper Award in Research Week Conference, 9-12 June 2013, University of Guilan.
University of Guilan, Irão
2012 Best Researcher of the Year (in the student section), Guilan University
University of Guilan, Irão
2012 Success in obtaining the ISMS certificate (ISO 270001), As a first scope in IRI universities
Islamic Azad University, Langarud Branch, Irão
2012 Best Paper Award in 6th National Conference Iran's Scientific Society on Command, Control, Communications, Computer and Intelligence (C4I), 28-29 November 2012, Shahid Beheshti University, Tehran
Shahid Beheshti University, Irão
2012 Best Paper Award in 2nd Lahijan's National Conference on Software Engineering (LNCSE), Azad University, Lahijan, Iran.
2011 Best Employee of the Year of Azad University, Langarud Branch
Islamic Azad University, Langarud Branch, Irão

Título

2024 Guest Editor of special section Neural Technology of Frontiers in Neuroscience Journal (ISSN:1662453X Impact:5.2 Publisher: Frontiers)
Frontiers Media SA, Suiça
2024 Collaborator of NOVA-LINCS UBI is the research center of NOVA Laboratory for Computer Science and Informatics (NOVA LINCS)
NOVA Laboratory for Computer Science and Informatics (NOVA LINCS) , Portugal
2023 Editor of American Journal of Computer Science and Technology Journal (ISSN:2640-012X Publisher: SciencePG)
Science Publishing Group, Ilhas Virgens (Estados Unidos)

Outra distinção

2022 Postdoctoral Research Grant (BPD) for the R&D Program "Pilots for Healthy and Active Ageing (PHArA-ON)"
Universidade da Beira Interior, Portugal
2021 Postdoctoral Research Grant (BPD) for the R&D Integrated Program "C4 - Cloud Computing Competences Centre" (C4 - Centro de Competências em Cloud Computing)
Universidade da Beira Interior, Portugal
2020 Ambassador for IEEEXtreme 14.0 Programming Competition, October 2020
IEEE, Estados Unidos
2019 Ambassador for IEEEXtreme 13.0 Programming Competition, October 2019
IEEE, Estados Unidos