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ALAM NOOR. Published 10 articles in journals. Works in the area(s) of exact sciences with emphasis on computers and information sciences with emphasis on computer vision. In his curriculum, Ciência Vitae, the most frequent terms in the context of scientific, technological, and artistic-cultural output are: convolutional neural networks; graph neural networks; the internet of things; computer vision; image processing; medical imaging; pattern Pattern Recognition; .
Identificação

Identificação pessoal

Nome completo
ALAM NOOR

Nomes de citação

  • NOOR, ALAM

Identificadores de autor

Ciência ID
F919-244E-A2A5
ORCID iD
0000-0002-0077-6509

Telefones

Telemóvel
  • 920234701 (Pessoal)

Moradas

  • CISTER Research Centre Building Rua Alfredo Allen, 535 Porto,, 4249-015, Porto, North, Portugal (Profissional)

Websites

Domínios de atuação

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

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Urdu Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Pashto (Idioma materno)
Formação
Grau Classificação
2021/02/15 - 2025/06/15
Em curso
 Doctoral Program in Electrical and Computer Engineering (Doutoramento)
Especialização em Electrical and Computer Engineering
Universidade do Porto Faculdade de Engenharia, Portugal
"Unmanned Arial Vehicular detection real-time system for day and night vision " (TESE/DISSERTAÇÃO)
2017/09/01 - 2019/07/15
Concluído
 School of Electronics and Information Engineering (Master)
Especialização em Master of Engineering in Information and Communication
Harbin Institute of Technology, China
"Sheep Facial Expression Pain Rating Scale: Using Convolutional Neural Networks" (TESE/DISSERTAÇÃO)
 3.5/4.0
2010/09/01 - 2014/12/31
Concluído
 Bachelor´s of Science (Bachelor)
Especialização em Electronics
University of Peshawar, Paquistão
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2019/11/19 - 2020/02/02 Leitor (Docente Universitário) Sarhad University of Science and Information Technology Ring Road Campus, Paquistão
Sarhad University of Science and Information Technology Ring Road Campus, Paquistão

Cargos e Funções

Categoria Profissional
Instituição de acolhimento 		Empregador
2020/02/08 - 2020/12/31 Deep Learning Researcher Prince Sultan University, Arábia Saudita
Prince Sultan University, Arábia Saudita

Outros

Categoria Profissional
Instituição de acolhimento 		Empregador
2021/05/18 - Atual Researcher Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Projetos

Bolsa

Designação Financiadores
2023/03/15 - Atual LASI: Recognition systems for unmanned aerial vehicles
FEUP-CISTER_PhD
Bolseiro de Doutoramento
Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal
Em curso
2021/01/01 - 2022/11/17 CRUAV: Cooperative Trajectory Planning for Real-Time Surveillance in UAV-assisted Intelligent Transportation Systems
CMU/TIC/0022/2019
Investigador
Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal
Desativado

Projeto

Designação Financiadores
2020/02/08 - 2020/12/31 Car Anomaly detection using 3D Deep learning models
0000
Investigador
Prince Sultan University, Arábia Saudita
 Prince Sultan University
Concluído
Produções

Publicações

Artigo em conferência
  1. Ullah, Hikmat; Zhao, Yaqin; Wu, Longwen; Noor, Alam; Zhao, Liang. "Multi-modal Medical Image Fusion Technique to Improve Glioma Classification Accuracy". 2021.
    10.1109/icsip52628.2021.9689018
  2. Noor, Alam; Li, Kai; Ammar, Adel; Koubaa, Anis; Benjdira, Bilel; Tovar, Eduardo. "A Hybrid Deep Learning Model for UAVs Detection in Day and Night Dual Visions". 2021.
    10.1109/cogmi52975.2021.00037
  3. NOOR, ALAM. "Binary Classification of Modulation Formats in the Presence of Noise through Convolutional Neural Networks". 2020.
    10.1109/icsp48669.2020.9321024
  4. NOOR, ALAM. "Multiclass Classification of Modulation Formats in the presence of Rayleigh and Rician Channel Noise using Deep Learning Methods". 2020.
    10.1109/icoiact50329.2020.9332035
  5. NOOR, ALAM. "DriftNet: Aggressive Driving Behaviour Detection using 3D Convolutional Neural Networks". 2020.
    10.1109/smart-tech49988.2020.00056
Artigo em revista
  1. Alam Noor; Murray J. Corke; Eduardo Tovar. "Sheep health behavior analysis in machine learning: A short comprehensive survey". Smart Agricultural Technology (2023): https://doi.org/10.1016/j.atech.2023.100366.
    10.1016/j.atech.2023.100366
  2. Li, Kai; Ni, Wei; Noor, Alam; Guizani, Mohsen. Autor correspondente: Li, Kai. "Employing Intelligent Aerial Data Aggregators for the Internet of Things: Challenges and Solutions". IEEE Internet of Things Magazine 5 1 (2022): 136-141. http://dx.doi.org/10.1109/iotm.001.2100161.
    Publicado • 10.1109/iotm.001.2100161
  3. Nagwa M. AboElenein; Songhao Piao; Alam Noor; Pir Noman Ahmed. "MIRAU-Net: An improved neural network based on U-Net for gliomas segmentation". Signal Processing: Image Communication 101 (2022): 116553-116553. https://doi.org/10.1016/j.image.2021.116553.
    10.1016/j.image.2021.116553
  4. Kai Li; Wei Ni; Xin Yuan; Alam Noor; Abbas Jamalipour. "Deep Graph-based Reinforcement Learning for Joint Cruise Control and Task Offloading for Aerial Edge Internet-of-Things (EdgeIoT)". IEEE Internet of Things Journal (2022): https://doi.org/10.1109/JIOT.2022.3182119.
    10.1109/JIOT.2022.3182119
  5. NOOR, ALAM. "3D convolutional neural networks based automatic modulation classification in the presence of channel noise". IET Communications (2021): http://dx.doi.org/10.1049/cmu2.12269.
    10.1049/cmu2.12269
  6. NOOR, ALAM. "An efficient adaptive modulation technique over realistic wireless communication channels based on distance and SINR". Frequenz 0 0 (2021): http://dx.doi.org/10.1515/freq-2021-0066.
    10.1515/freq-2021-0066
  7. Rahim Khan; Qiang Yang; Ahsan Bin Tufail; Alam Noor; Yong-Kui Ma; Danfeng Hong. "Classification of Digital Modulated COVID-19 Images in the Presence of Channel Noise Using 2D Convolutional Neural Networks". Wireless Communications and Mobile Computing 2021 (2021): 1-15. https://doi.org/10.1155/2021/5539907.
    10.1155/2021/5539907
  8. NOOR, ALAM. "Integration and Applications of Fog Computing and Cloud Computing Based on the Internet of Things for Provision of Healthcare Services at Home". Electronics 10 9 (2021): 1077-1077. http://dx.doi.org/10.3390/electronics10091077.
    10.3390/electronics10091077
  9. Muhammad Ijaz; Gang Li; Huiquan Wang; Ahmed M. El-Sherbeeny; Yussif Moro Awelisah; Ling Lin; Anis Koubaa; Alam Noor. "Intelligent Fog-Enabled Smart Healthcare System for Wearable Physiological Parameter Detection". Electronics (2020): https://doi.org/10.3390/electronics9122015.
    10.3390/electronics9122015
  10. Md Belal Bin Heyat; Faijan Akhtar; Asif Khan; Alam Noor; Bilel Benjdira; Yumna Qamar; Syed Jafar Abbas; Dakun Lai. "A Novel Hybrid Machine Learning Classification for the Detection of Bruxism Patients Using Physiological Signals". Applied Sciences 10 21 (2020): 7410-7410. https://doi.org/10.3390/app10217410.
    10.3390/app10217410
  11. NOOR, ALAM. "Automated sheep facial expression classification using deep transfer learning". Computers and Electronics in Agriculture (2020): http://dx.doi.org/10.1016/j.compag.2020.105528.
    10.1016/j.compag.2020.105528
  12. Alam Noor; Yaqin Zhao; Rahim Khan; Longwen Wu; Fakheraldin Y.O. Abdalla. "Median filters combined with denoising convolutional neural network for Gaussian and impulse noises". Multimedia Tools and Applications 79 25-26 (2020): 18553-18568. https://doi.org/10.1007/s11042-020-08657-4.
    10.1007/s11042-020-08657-4
  13. NOOR, ALAM. "Deep convolutional neural network application to classify the ECG arrhythmia". Signal, Image and Video Processing (2020): http://dx.doi.org/10.1007/s11760-020-01688-2.
    10.1007/s11760-020-01688-2
  14. NOOR, ALAM. "ECG arrhythmia classification using artificial intelligence and nonlinear and nonstationary decomposition". Signal, Image and Video Processing 13 7 (2019): 1283-1291. http://dx.doi.org/10.1007/s11760-019-01479-4.
    10.1007/s11760-019-01479-4

Outros

Outra produção
  1. DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture. 2020. NOOR, ALAM.
Atividades

Participação em evento

Descrição da atividade
Tipo de evento 		Nome do evento
Instituição / Organização
2021/12/13 - 2021/12/15 IEEE Conference on Cognitive Machine Intelligence (IEEE CogMI) conference goal is to create a research and development forum on cognitive machine intelligence to foster research results on AI and ML with cognitive science and behavioral science. Our paper "A Hybrid Deep Learning Model for UAVs Detection in Day and Night Dual Visions" has been accepted as a regular conference paper. The research focus is to detect UAVs in day and night vision using RGB and IR videos using deep learning big data model.
Conferência
 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI)
IEEE, Estados Unidos

Membro de comissão

Descrição da atividade
Tipo de participação 		Instituição / Organização
2022/10/01 - 2022/11/14 I have been a member of the PC for the 15th IEEE International Conference on Security of Information and Networks. My responsibility was to monitor quality papers and assign reviewers. Furthermore, reviewers' comments were considered as part of the decision.
Membro
 IEEE, Estados Unidos

Tutoria

Tópico Nome do aluno
2020/01/15 - 2021/11/17 Brain Tumor segmentation using deep learning Nagwa M. AboElenein
2019/12/15 - 2021/08/20 Convolutional neural networks based automatic modulation classification Rahim Khan
2020/02/01 - 2021/05/02 Integration and applications of fog computing and cloud computing for healthcare services at home Muhammad Ijaz
Distinções

Prémio

2023 FEUP |Research Grant |CISTER_PhD
Universidade do Porto Faculdade de Engenharia, Portugal
2021 ISEP Grant
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 Chinese Governement Scholarship
Harbin Institute of Technology, China