Houda Harkat. Completed the Doctor in Engineering Sciences, Physical Sciences, Mathematics and Computer Science in 2018/08/01 by Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Master in Telecom and Network Engineering, in 2013/06/01 by Université Sidi Mohamed Ben Abdellah Ecole Nationale des Sciences Appliquées de Fès and Licence in mathematics, Informatics, and physics in 2010/06/01 by Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès. Is Researcher in Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Assistant Professor in Universidade Lusófona Associação para a Investigação e Desenvolvimento em Cognição e Computação Centrado nas Pessoas and Invited Auxiliary Researcher in UNINOVA Instituto de Desenvolvimento de Novas Tecnologias. Published 11 articles in journals. Has 4 section(s) of books. Organized 3 event(s). Participates and/or participated as PhD Student Fellow in 1 project(s) and Post-doc Fellow in 1 project(s). Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics with emphasis on Telecommunications. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: antenna feeds; antenna radiation patterns; beam steering; linear antenna arrays; microstrip antenna arrays; permittivity; printed circuits; ultra wideband antennas; WiMax; wireless LAN; optimization parameter; ultra wideband linear microstrip array antenna; wireless communication; end-fire characteristic; secondary lobe; wideband frequency operation; square radiating patch; ground plane; FR4 printed circuit board; dielectric constant; microstrip feedline technique; radiation pattern; WiMAX; WLAN; Ansoft high frequency structure simulator; HFSS; computer simulation tool sooftware; CST; bandwidth 4 GHz; Wireless LAN; Antennas; Rectangular patch; UWB; End-Fire; return loss; VSWR; gain; ground radar; machine learning; deep learning; data inversion; Unmanned Aerial Systems; Airborne Fire Detection ; Firefront Forecast; Decision Support Information Systems; Wildfire; Segmentation; Atrous Spatial Pyramid Pooling; Dilated Convolution; .
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Identificação pessoal

Nome completo
Houda Harkat

Nomes de citação

  • Harkat, Houda

Identificadores de autor

Ciência ID
991F-2F5C-2433
ORCID iD
0000-0002-7827-1527
Researcher Id
A-9436-2019
Scopus Author Id
56736693300

Endereços de correio eletrónico

  • houda.harkat@usmba.ac.ma (Profissional)

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Telecomunicações

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Árabe (Idioma materno)
Francês (Idioma materno)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Português Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2)
Grau Classificação
2018/08/01
Concluído
 Engineering Sciences, Physical Sciences, Mathematics and Computer Science (Doctor)
Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos
2013/06/01
Concluído
 Telecom and Network Engineering, (Master)
Université Sidi Mohamed Ben Abdellah Ecole Nationale des Sciences Appliquées de Fès, Marrocos
 4
2010/06/01
Concluído
 mathematics, Informatics, and physics (Licence)
Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2022/03/16 - Atual Investigador Auxiliar Convidado (carreira) (Investigação) CTS-COPELABS, Portugal
UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal
2013/12/01 - Atual Investigador (Investigação) Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos
2022/03/16 - 2023/08/31 Investigador Contratado (Investigação) UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal
UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal
2020/03/16 - 2022/03/16 Pós-doutorado (Investigação) Instituto de Telecomunicações, Portugal
Instituto de Telecomunicações, Portugal
2019/05/06 - 2020/03/15 Pós-doutorado (Investigação) Universidade de Aveiro, Portugal
Instituto de Telecomunicações Campus Universitário de Santiago, Portugal
2016/09/26 - 2018/08/01 Estagiário de Investigação (Investigação) Universidade do Algarve - Campus de Gambelas, Portugal
Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/09/01 - Atual Professor Auxiliar (Docente Universitário) Universidade Lusófona Associação para a Investigação e Desenvolvimento em Cognição e Computação Centrado nas Pessoas, Portugal
Universidade Lusófona Associação para a Investigação e Desenvolvimento em Cognição e Computação Centrado nas Pessoas, Portugal

Bolsa

Designação Financiadores
2019/05 - 2020/03/31 SOCA (CENTRO-01-0145-FEDER-000010)
CENTRO-01-0145-FEDER-000010
Bolseiro de Pós-Doutoramento
CENTRO-01-0145-FEDER-000010
Em curso
2014/06 - 2017/06 PBER : Édition 2014
026USMBA2014
 Centre National pour la Recherche Scientifique et Technique

Projeto

Designação Financiadores
2019/03/01 - 2022/02/28 Real-Time Forest Fire Mapping and Spread Forecast Using Unmanned Aerial Vehicles
PCIF/SSI/0096/2017
Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Laboratório de Robótica e Sistemas de Engenharia, Portugal

Instituto de Telecomunicações, Portugal

Associação para o Desenvolvimento da Aerodinâmica Industrial, Portugal

Força Aérea Portuguesa, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2017/11 - 2018/07 ICM Ualg/Marrocos: marenostrum2017
KA107-022660/(034)001/2016
Bolseiro de Doutoramento
Erasmus Plus, Bélgica
Concluído
2016/09 - 2017/07 ICM Ualg/Marrocos
2015-01-PT01-KA107-04276
 Erasmus

Publicações

Artigo em conferência
  1. Harkat, H.; Nascimento, J.; Bernardino, A.; Ahmed, H. Farhana Thariq. "Fire image detection based on clustering data mining techniques". 2022.
    10.1117/12.2636268
  2. Harkat, Houda. "Fire segmentation using a SqueezeSegv2". 2021.
    10.1117/12.2598566
  3. Harkat, Houda. "Wi-Fi CSI Based Human Sign Language Recognition using LSTM Network". 2021.
    10.1109/iaict52856.2021.9532548
  4. Harkat, Houda. "Fire Detection using Deeplabv3+ with Mobilenetv2". 2021.
    10.1109/igarss47720.2021.9553141
  5. Houda Harkat; Jose M.P. Nascimento; Alexandre Bernardino; Harkat, Houda. "Fire Detection using Residual Deeplabv3+ Model". 2021.
    10.1109/CONFTELE50222.2021.9435459
  6. Harkat, Houda. "Fire segmentation using a DeepLabv3+ architecture". 2020.
    10.1117/12.2573902
  7. Hasmath Farhana Thariq Ahmed; Hafisoh Ahmad; Swee King Phang; Chockalingam Aravind Vaithilingam; Harkat, Houda; Narasingamurthi, Kulasekharan. "Sign Language Gesture Recognition with Bispectrum Features Using SVM". Trabalho apresentado em 13th Eureca, Tay-lor’s University, Lakeside Campus. Subang Jaya, Malaysia, 2019.
    Submetido • 10.1063/5.0002344
  8. Harkat, Houda. "GPR hyperbolas classification using a multi-objective genetic approach". Trabalho apresentado em 9th European Symposium on Computational Intelligence and Mathematics At: Faro (Portugal), October 4th-7th, 2017, 2017.
  9. Houda Harkat; Saad Dosse Bennani; Anas Mansouri; Abdellatif Slimani; Harkat, H.; Bennani, S.D.; Mansouri, A.; Slimani, A.. "Inversion of GPR data: 2D forms reconstruction for cavities based on born approximation, TSVD regularization and image processing algorithms". 2016.
    10.1109/it4od.2016.7479317
  10. Slimani, A.; Bennani, S.D.; El Alami, A.; Harkat, H.; A. Slimani; S. D. Bennani; A. El Alami; H. Harkat. "Conception and optimization of a bidirectional ultra wide band planar array antennas for C-Band weather radar applications". 2016.
    10.1109/IT4OD.2016.7479269
  11. Harkat, H.; Elfakir, Y.; Bennani, S.D.; Khaissidi, G.; Mrabti, M.; Houda Harkat; Youssef Elfakir; et al. "Ground penetrating radar hyperbola detection using Scale-Invariant Feature Transform". 2016.
    10.1109/EITech.2016.7519626
  12. Harkat, Houda; A. Slimani; S.D. Bennani; A. El Alami; H. Harkat. "Optimization parameters of ultra wideband microstrip array antenna for wireless communication usign beam steering". 2015.
    10.1109/RAWSN.2015.7173271
  13. Harkat, Houda. "Time-Frequency Analysis of GPR Signal Using a Modified Hilbert Huang Approach". Trabalho apresentado em International Conference on Wireless Technologies, Embedded and In-telligent Systems 2015,, Fez, 2015.
    Publicado
  14. Cristian, Raicu Vasile; Ioan, Nicolaescu. "Contribution to the Optimization of the Radiation Performance of Patch Array Antenna for WiMAX Applications". Trabalho apresentado em International Conference on Wireless Technologies, Embedded and In-telligent Systems 2015, Fez, 2015.
    Publicado • 10.1109/iccomm.2018.8484829
  15. Houda Harkat; Saad Dosse Bennani; Jamal Belkadid. "A Modified Approach Based On The Hough transform For Target Localization In GPR B-Scans". 2014.
    10.13140/rg.2.1.5032.7442
Artigo em revista
  1. Houda Harkat; Luis M. Camarinha-Matos; João Goes; Hasmath F.T. Ahmed. "Cyber-physical systems security: A systematic review". Computers & Industrial Engineering (2024): https://doi.org/10.1016/j.cie.2024.109891.
    10.1016/j.cie.2024.109891
  2. Harkat, Houda; Nascimento, Jose M. P.; Bernardino, Alexandre; Ahmed, Hasmath Farhana Thariq. "Fire images classification based on a handcraft approach". Expert Systems with Applications (2023): https://publons.com/wos-op/publon/52485417/.
    10.1016/J.ESWA.2022.118594
  3. Houda Harkat; Paulo Monteiro; Atilio Gameiro; Fernando Guiomar; Hasmath Farhana Thariq Ahmed. "A Survey on MIMO-OFDM Systems: Review of Recent Trends". Signals (2022): https://www.mdpi.com/2624-6120/3/2/23.
    10.3390/signals3020023
  4. Harkat, Houda; Nascimento, José M. P.; Bernardino, Alexandre; Thariq Ahmed, Hasmath Farhana. "Assessing the Impact of the Loss Function and Encoder Architecture for Fire Aerial Images Segmentation Using Deeplabv3+". Remote Sensing 14 9 (2022): 2023. http://dx.doi.org/10.3390/rs14092023.
    10.3390/rs14092023
  5. Harkat, Houda; Hasmath Farhana Thariq Ahmed; Hafisoh Ahmad; Swee King Phang; Houda Harkat; Kulasekharan Narasingamurthi. "DF-WiSLR: Device-Free Wi-Fi-based Sign Language Recognition". Pervasive and Mobile Computing 69 Journal P (2020): 101289-101289. http://dx.doi.org/10.1016/j.pmcj.2020.101289.
  6. Hasmath Farhana Thariq Ahmed; Hafisoh Ahmad; Swee King Phang; Chockalingam Aravind Vaithilingam; Houda Harkat; Kulasekharan Narasingamurthi. "Higher Order Feature Extraction and Selection for Robust Human Gesture Recognition using CSI of COTS Wi-Fi Devices". Sensors 19 13 (2019): 2959-2959. https://doi.org/10.3390%2Fs19132959.
    10.3390/s19132959
  7. Harkat, H.; Ruano, A.E.; Ruano, M.G.; Bennani, S.D.. "GPR target detection using a neural network classifier designed by a multi-objective genetic algorithm". Applied Soft Computing Journal 79 (2019): 310-325. http://www.scopus.com/inward/record.url?eid=2-s2.0-85064080885&partnerID=MN8TOARS.
    10.1016/j.asoc.2019.03.030
  8. H. Harkat; A. Ruano; M.G. Ruano; S.D. Bennani. "Classifier Design by a Multi-Objective Genetic Algorithm Approach for GPR Automatic Target Detection". IFAC-PapersOnLine 51 10 (2018): 187-192. https://doi.org/10.1016%2Fj.ifacol.2018.06.260.
    10.1016/j.ifacol.2018.06.260
  9. Ghizlane Khaissidi; Mostafa Mrabti; Saad Dosse Bennani; Youssef Elfakir; Houda Harkat. "Ground Penetrating Radar Hyperbola Detection Using Scale-Invariant Feature Transform". International Conference on Electrical and Information Technologies (ICEIT) (2016): https://publons.com/publon/17917923/.
    10.1109/EITECH.2016.7519626
  10. Houda Harkat; Saad Dosse Bennani. "Ground Penetrating Radar Imaging for Buried Cavities in a Dispersive Medium: Profile Reconstruction Using a Modified Hough Transform Approach and a Time-Frequency Analysis". International Journal on Communications Antenna and Propagation (IRECAP) 5 2 (2015): 78-78. https://doi.org/10.15866%2Firecap.v5i2.4978.
    10.15866/irecap.v5i2.4978
  11. Abdellatif Slimani; Saad Dosse Bennani; Ali El Alami; Houda Harkat. "Conception and Optimization of Patch Array Antenna for WiMAX Applications Using Stubs and Slots Techniques Matching". International Journal on Communications Antenna and Propagation (IRECAP) 5 1 (2015): 39-39. https://doi.org/10.15866%2Firecap.v5i1.5179.
    10.15866/irecap.v5i1.5179
Capítulo de livro
  1. Ricardo Ribeiro; Alexandre Bernardino; Gonçalo Cruz; Diogo Silva; Luis Félix; Joao Vieira Caetano; Duarte Folgado; et al. "Towards the Automation of Wildfire Monitoring with Aerial Vehicles: The FIREFRONT Project". 183–193-183–193. Springer Nature Switzerland, 2023.
    10.1007/978-3-031-37742-6_15
  2. Jabeur, Reda; Ouaaline, Najat; Soufiane, Abouzaid; Abderrazak, Lakrim; Harkat, Houda. "The Use of IoT to Improve the Energy Efficiency of the Fez Meknes Exhibition Hall". In The Proceedings of the International Conference on Electrical Systems & Automation, 133-143. Springer Singapore, 2022.
    10.1007/978-981-19-0035-8_11
  3. Houda Harkat; Jose Nascimento; Alexandre Bernardino; Hasmath Farhana Thariq Ahmed. "Fire images classification using high order statistical features". 192-197. Imprensa da Universidade de Coimbra, 2022.
    10.14195/978-989-26-2298-9_31
  4. Harkat, Houda. "Comparative Study of the Radiation Performance between Uniform and Non-uniform Excitation of Linear Patch Antenna Array for UWB Radar Applications". In Wseas Books: Mathematical and Computational Methods in Electrical Engineering, 89-95. WSEAS, 2015.
    Publicado
Poster em conferência
  1. Harkat Houda; Saad Dosse Bennani. "Inversion des Données GPR par Algorithmes Génétiques : Cas d'une Couche Dispersive". 2015.
    10.13140/rg.2.2.21135.64167/1

Outros

Outra produção
  1. Time-Frequency Analysis of GPR Signal for Cavities Detection Application. 2016. Houda Harkat; Saad Bennani Dosse; Abdellatif Slimani. https://doi.org/10.1007%2F978-3-319-30301-7_12.
    10.1007/978-3-319-30301-7_12

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2015/03/21 Application des méthodes géophysiques pour la détection et la cartographie des cavités souterraines 1st edition of doctoral day of LERSI laboratory under the theme « Gathering, Sharing and fruitful exchange in favor of Scientific Research ».
sidi mohammed Ben abdellah University, Faculty of Sciences and techniques (Fez, Marrocos)

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação) 		Instituição / Organização
2016 - 2016 Member of the Congress Front Committee « IT4OD 2016 : international conference on Information Technology for Organisations Development ». (2016 - 2016)
Conferência (Membro da Comissão Organizadora)
 Université Sidi Mohamed Ben Abdellah Ecole Nationale des Sciences Appliquées de Fès, Marrocos

Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos
2015 - 2015 Member of the organizing committee of the 1st edition of doctoral day of LERSI laboratory under the theme « Gathering, Sharing and fruitful exchange in favor of Scientific Research ». (2015 - 2015)
Oficina (workshop) (Membro da Comissão Organizadora)
 Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos
2015 - 2015 Member of the Congress Front Committee « The International Conference on WIreless Technologies, Embedded Systems and intelligent WITS-2015 ». (2015 - 2015)
Conferência (Membro da Comissão Organizadora)
 Université Sidi Mohamed Ben Abdellah Ecole Nationale des Sciences Appliquées de Fès, Marrocos

Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos

Arbitragem científica em conferência

Nome da conferência Local da conferência
2020 - 2020 The 6th International Conference On Wireless Technologies, Embedded And Intelligent Systems (Wits-2020). Fez, Morocco

Arbitragem científica em revista

Nome da revista (ISSN) Editora
2022/01/01 - Atual Fire (2571-6255) Mdpi

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2014 - 2016 Teaching Signal Processing and Electronics Labs (Master) Université Sidi Mohamed Ben Abdellah Ecole Nationale des Sciences Appliquées de Fès, Marrocos

Université Sidi Mohamed Ben Abdellah Faculté des Sciences et Techniques de Fès, Marrocos