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Hassan Ouajji - IEEE Xplore Author Profile
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Hassan Ouajji

Also published under: H. Ouajji

Publications
23
Citations
259
Publications by Year
20052024
Co-Authors:
Show All Co-Authors (35)
Image of author Hassan Ouajji

Hassan Ouajji

Also published under: H. Ouajji

Affiliation

2IACS Laboratory
ENSET
Hassan II University of Casablanca, Mohammedia, Morocco

Publication Topics

Biography

Hassan Ouajji received the degree (higher education) from the Department of Electronic and Electrical Engineering, ENSET Mohammedia. He is currently a Full Professor with the Department of Electronic and Electrical Engineering, ENSET Mohammedia. He is also a Research Member with SSDIA Laboratory and the Head of the Network and Telecommunications Team, Hassan II University of Casablanca, Morocco. He has published tens of refereed journals and conference papers. He is a member of several scientific projects with the Hassan II University of Casablanca. His research interests include acoustic electrical engineering, signal processing, electronic, networks, and telecommunications. He is an outstanding reviewer of various indexed journals. He is ...
Publications
23
Citations
259
Publications by Year
20052024
Co-Authors:
Show All Co-Authors (35)
Author's Published Works

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Blockchain-Assisted IoT Wireless Framework for Equipment Monitoring in Smart Supply Chain: A Focus on Temperature and Humidity Sensing

Nabil Chbaik;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

IEEE Access
Year: 2024 | Volume: 12 | Journal Article |
This article addresses the dynamic landscape of smart supply chain management, characterized by the integration of cutting-edge technologies. It proposes an IoT-Blockchain system for monitoring equipment status in a smart supply chain environment. The system utilizes IoT sensors to collect temperature and humidity data from the equipment. This collected data is then processed and stored in the clo...Show More

Blockchain-Assisted IoT Wireless Framework for Equipment Monitoring in Smart Supply Chain: A Focus on Temperature and Humidity Sensing

Nabil Chbaik;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

Year: 2024 | Volume: 12 | Journal Article |

Enhancing Warehouse Efficiency With Time Series Clustering: A Hybrid Storage Location Assignment Strategy

Hicham Kalkha;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

IEEE Access
Year: 2024 | Volume: 12 | Journal Article |
Cited by: Papers (6)
In the rapidly evolving domain of e-commerce, effective warehouse management emerges as a critical factor for ensuring timely deliveries. This paper addresses the Storage Location Assignment Problem (SLAP) in e-commerce warehouses, a challenge intensified by varying product volumes and unpredictable demands. We introduce a novel Intelligent Storage Location Assignment (ISLA) method that utilizes a...Show More

Enhancing Warehouse Efficiency With Time Series Clustering: A Hybrid Storage Location Assignment Strategy

Hicham Kalkha;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

Year: 2024 | Volume: 12 | Journal Article |

Conceptualization and Configuration of a Generic SCM 4.0 Business Process Model Using BPMN Based on SCOR

Loubna Terrada;Mohamed El Khaili;Bensalem Elasri;Hassan Ouajji;Abdellah Zamma

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Year: 2023 | Conference Paper |
Systems modeling is a crucial step that comes before performance evaluation. Moreover, it allows us to better understand the company's flows, either to help in decision-making or to improve its Manufacturing Planning. In the context of Supply Chain Management 4.0 (SCM 4.0), we have chosen modeling tools that allow us to describe the main processes of the Supply Chain (SC), in order to define the n...Show More

Conceptualization and Configuration of a Generic SCM 4.0 Business Process Model Using BPMN Based on SCOR

Loubna Terrada;Mohamed El Khaili;Bensalem Elasri;Hassan Ouajji;Abdellah Zamma

Year: 2023 | Conference Paper |

Smart supply chain in Industry 4.0: The Moroccan strategy to adopt digital transformation

Nabil Chbaik;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Year: 2023 | Conference Paper |
Cited by: Papers (4)
The emergence of Industry 4.0 as the fourth industrial revolution has brought about a significant shift in the way industries operate globally. With the help of advanced technologies such as the Internet of Things, Big Data, and Blockchain, Industry 4.0 has revolutionized the supply chain processes and flows by integrating smart components vertically and horizontally. Today's smart supply chain pr...Show More

Smart supply chain in Industry 4.0: The Moroccan strategy to adopt digital transformation

Nabil Chbaik;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

Year: 2023 | Conference Paper |

The Rising Trends of Smart E-Commerce Logistics

Hicham Kalkha;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

IEEE Access
Year: 2023 | Volume: 11 | Journal Article |
Cited by: Papers (27)
Smart Logistics (SL) offers a competitive advantage for e-commerce by utilizing Information and Communication Technologies (ICT) such as IoT, AI, Blockchain, Cloud computing, 5G, etc. This technology automates, optimizes, and enables real-time tracking and monitoring of shipments, predicts, and prevents delays, and optimizes delivery routes and schedules. It also provides greater visibility and co...Show More

The Rising Trends of Smart E-Commerce Logistics

Hicham Kalkha;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

Year: 2023 | Volume: 11 | Journal Article |

Recent Technological Progress to Empower Smart Manufacturing: Review and Potential Guidelines

Karim Haricha;Azeddine Khiat;Yassine Issaoui;Ayoub Bahnasse;Hassan Ouajji

IEEE Access
Year: 2023 | Volume: 11 | Journal Article |
Cited by: Papers (23)
With growing evidence of advanced technologies-assisted smart processes, it is fundamental to comprehend whether manufacturing systems are adequate to manage flexibility and complexity to enhance the monitoring of smart factories. Smart manufacturing (SM) is evolving as a new version of traditional manufacturing, revealing the magnitude and power of smart technologies such as Artificial Intelligen...Show More

Recent Technological Progress to Empower Smart Manufacturing: Review and Potential Guidelines

Karim Haricha;Azeddine Khiat;Yassine Issaoui;Ayoub Bahnasse;Hassan Ouajji

Year: 2023 | Volume: 11 | Journal Article |

An Advanced System to Enhance and Optimize Delivery Operations in a Smart Logistics Environment

Yassine Issaoui;Azeddine Khiat;Karim Haricha;Ayoub Bahnasse;Hassan Ouajji

IEEE Access
Year: 2022 | Volume: 10 | Journal Article |
Cited by: Papers (22)
Optimization of order dispatch operations and delivery time prediction is a major concern in supply chains, mainly for e-commerce, which requires the implementation of advanced solutions to reduce delivery time, minimize costs and maximize customer satisfaction. In practice, they fail to warrant scalable and sustainable solutions as the numbers of orders become larger. For that, proper prediction ...Show More

An Advanced System to Enhance and Optimize Delivery Operations in a Smart Logistics Environment

Yassine Issaoui;Azeddine Khiat;Karim Haricha;Ayoub Bahnasse;Hassan Ouajji

Year: 2022 | Volume: 10 | Journal Article |

An Advanced LSTM Model for Optimal Scheduling in Smart Logistic Environment: E-Commerce Case

Yassine Issaoui;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

IEEE Access
Year: 2021 | Volume: 9 | Journal Article |
Cited by: Papers (18)
At present, most logistics systems, especially those dedicated to e-commerce, are based on artificial intelligence techniques to offer better services and increase outcomes. However, the variety and complexity of resource allocation, as well as task scheduling, denote that dynamic environments have still great challenges to overcome. So advanced models based on strong algorithms are required. Intr...Show More

An Advanced LSTM Model for Optimal Scheduling in Smart Logistic Environment: E-Commerce Case

Yassine Issaoui;Azeddine Khiat;Ayoub Bahnasse;Hassan Ouajji

Year: 2021 | Volume: 9 | Journal Article |

New Database of French Computer Science Words Handwritten Vocabulary

Soufiane Hamida;Bouchaib Cherradi;Oussama El Gannour;Oumaima Terrada;Abdelhadi Raihani;Hassan Ouajji

2021 International Congress of Advanced Technology and Engineering (ICOTEN)
Year: 2021 | Conference Paper |
Cited by: Papers (27)
Handwriting recognition still considered a difficult problem statement. In this paper, we present a new database containing educational vocabulary written by adolescent’s learners. 200 Moroccan secondary school students whose age varies between 14 and 16 years participated in the development of the first version of the Computer Science Vocabulary Database (CSVD). Our database contains a set of 150...Show More

New Database of French Computer Science Words Handwritten Vocabulary

Soufiane Hamida;Bouchaib Cherradi;Oussama El Gannour;Oumaima Terrada;Abdelhadi Raihani;Hassan Ouajji

Year: 2021 | Conference Paper |

Analyzing COVID19 Crisis in North Africa: Using Health Indicators

Youssef Mnaoui;Aouatif Najoua;Hassan Ouajji

2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)
Year: 2020 | Conference Paper |
Cited by: Papers (2)
All countries of the world are facing an unprecedented crisis, where the anti-COVID19 policies applied vary from country to country. In North Africa, the number of confirmed cases has been limited, despite the region's proximity to Europe.In this study, we examine the statistical relationship between deaths attributable to COVID19 and confirmed cases of infection in North Africa. We used daily dat...Show More

Analyzing COVID19 Crisis in North Africa: Using Health Indicators

Youssef Mnaoui;Aouatif Najoua;Hassan Ouajji

Year: 2020 | Conference Paper |

Optimization of Machine Learning Algorithms Hyper-Parameters for Improving the Prediction of Patients Infected with COVID-19

Soufiane HAMIDA;Oussama EL GANNOUR;Bouchaib CHERRADI;Hassan OUAJJI;Abdelhadi RAIHANI

2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)
Year: 2020 | Conference Paper |
Cited by: Papers (31)
In the modeling domain, the selection of appropriate hyper-parameters for classification or prediction algorithms is a difficult task, which has an impact on generalization capacity and classifier performance. In this paper, we compared the performance of five Machine Learning (ML) algorithms from different categories namely: SVM, AdaBoost, Random Forest, XGBoost and Decision Tree. In the first ex...Show More

Optimization of Machine Learning Algorithms Hyper-Parameters for Improving the Prediction of Patients Infected with COVID-19

Soufiane HAMIDA;Oussama EL GANNOUR;Bouchaib CHERRADI;Hassan OUAJJI;Abdelhadi RAIHANI

Year: 2020 | Conference Paper |

Smart Urban Traffic for Green Supply Chain Management

Loubna Terrada;Mohamed El Khaïli;Hassan Ouajji;Abdelaziz Daaif

2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)
Year: 2020 | Conference Paper |
Cited by: Papers (1)
Green Supply Chain Management (GrSCM) has appeared as an environmental innovation which involves environmental concerns and issues into the Supply Chain Management (SCM). In this study we aim to demonstrate the added value of the urban traffic control and its incorporation in the concept of Green in the Supply Chain Management (GrSCM) and its impact on the performance improvement in the transporta...Show More

Smart Urban Traffic for Green Supply Chain Management

Loubna Terrada;Mohamed El Khaïli;Hassan Ouajji;Abdelaziz Daaif

Year: 2020 | Conference Paper |

A Novel Feature Extraction System for Cursive Word Vocabulary Recognition using Local Features Descriptors and Gabor Filter

Soufiane Hamida;Bouchaib Cherradi;Oumaima Terrada;Abdelhadi Raihani;Hassan Ouajji;Sara Laghmati

2020 3rd International Conference on Advanced Communication Technologies and Networking (CommNet)
Year: 2020 | Conference Paper |
Cited by: Papers (19)
The problems which arise in the system of automatic recognition of the handwritten Arabic script shows that the morphology complexity of the Arabic script and its cursivity remains a very vast subject of research. This research subject has known in recent years a great progress especially in the automation of postal mail sorting, check processing and form processing. Generally, there are two main ...Show More

A Novel Feature Extraction System for Cursive Word Vocabulary Recognition using Local Features Descriptors and Gabor Filter

Soufiane Hamida;Bouchaib Cherradi;Oumaima Terrada;Abdelhadi Raihani;Hassan Ouajji;Sara Laghmati

Year: 2020 | Conference Paper |

Conception of a Training System for Emergency Situation Managers

Youssef Mnaoui;Aouatif Najoua;Hassan Ouajji

2020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Year: 2020 | Conference Paper |
Cited by: Papers (2)
This paper presents a new training approach based on artificial intelligence for air traffic management. A first objective is to provide a conceptual and theoretical connotation on how to treat the Concept of accident causation by establishing a critical approach to the concept. Also, we propose a Design of a Training /Evaluating system based on voice recognition based on temporal and qualitative ...Show More

Conception of a Training System for Emergency Situation Managers

Youssef Mnaoui;Aouatif Najoua;Hassan Ouajji

Year: 2020 | Conference Paper |

Handwritten Arabic Words Recognition System Based on HOG and Gabor Filter Descriptors

Soufiane Hamida;Bouchaib Cherradi;Hassan Ouajji

2020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Year: 2020 | Conference Paper |
Cited by: Papers (20)
Automatic recognition of handwritten Arabic words is a research area opens to a large number of industrial applications. However, the solution to the problem of cursive handwriting recognition still laborious because of the complexity of the morphology of Arabic script. In our work, we study and implement an offline handwritten word recognition system using the IFN / ENIT dataset of Arabic words r...Show More

Handwritten Arabic Words Recognition System Based on HOG and Gabor Filter Descriptors

Soufiane Hamida;Bouchaib Cherradi;Hassan Ouajji

Year: 2020 | Conference Paper |

Total Productive Maintenance Implementation in Cables Manufacturing: A Case Study

Laila AIT EL MAALEM;My El houssine ECH-CHHIBAT;Laidi ZAHIRI;Hassan OUAJJI

2020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Year: 2020 | Conference Paper |
Maintenance activities, such as curative maintenance, preventive maintenance and spare parts management, represent an essential axis in the industry. Its aim consists to improve the productivity of the production systems. Total Productive Maintenance (TPM) is the most effective maintenance strategy used to improve the overall equipment efficiency (OEE). This research paper addresses the impact of ...Show More

Total Productive Maintenance Implementation in Cables Manufacturing: A Case Study

Laila AIT EL MAALEM;My El houssine ECH-CHHIBAT;Laidi ZAHIRI;Hassan OUAJJI

Year: 2020 | Conference Paper |

Performance Evaluation of Machine Learning Algorithms in Handwritten Digits Recognition

Soufiane HAMIDA;Bouchaib CHERRADI;Abdelhadi RAIHANI;Hassan OUAJJI

2019 1st International Conference on Smart Systems and Data Science (ICSSD)
Year: 2019 | Conference Paper |
The recognition of handwritten characters has always been a very difficult task because of the many variations of handwritten characters with different writing styles. This type of intelligent systems is applied in various fields: check processing, processing of forms, automatic processing of handwritten answers to an examination, etc. This last application is the subject of this work. We compared...Show More

Performance Evaluation of Machine Learning Algorithms in Handwritten Digits Recognition

Soufiane HAMIDA;Bouchaib CHERRADI;Abdelhadi RAIHANI;Hassan OUAJJI

Year: 2019 | Conference Paper |

Comparative study of boost, interleaved and double dual boost converter topologies

G. TRAIKI;H. OUAJJI;A. BIFADENE;O. BOUATTANE

2018 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS)
Year: 2018 | Conference Paper |
Cited by: Papers (4)
Photovoltaic cell produces weak voltage which should be increased. In fact, the DC / DC converters managed the energy flow between the photovoltaic generator and the battery module which impose the DC bus voltage, with a great flexibility in order to achieve the appropriate voltage level. In this work, we illustrate the functioning principle of three converters as well as the mathematical model an...Show More

Comparative study of boost, interleaved and double dual boost converter topologies

G. TRAIKI;H. OUAJJI;A. BIFADENE;O. BOUATTANE

Year: 2018 | Conference Paper |

A new efficient distributed computing middleware based on cloud micro-services for HPC

Fatéma Zahra Benchara;Mohamed Youssfi;Omar Bouattane;Hassan Ouajji

2016 5th International Conference on Multimedia Computing and Systems (ICMCS)
Year: 2016 | Conference Paper |
Cited by: Papers (14)
The aim of this paper is to present a new distributed computing middleware for High Performance Computing (HPC) based cloud micro-services. The great challenge is to maintain the scalability and efficiency of massively parallel and distributed computational system when the intensive big data processed by its applications is widely increased. Besides, the proposed middleware implements a new cooper...Show More

A new efficient distributed computing middleware based on cloud micro-services for HPC

Fatéma Zahra Benchara;Mohamed Youssfi;Omar Bouattane;Hassan Ouajji

Year: 2016 | Conference Paper |

A mobile agent team works model for HPC big data analysis: Fuzzy logic application

Fatéma Zahra Benchara;Mohamed Youssfi;Omar Bouattane;Hassan Ouajji

2015 5th International Conference on Information & Communication Technology and Accessibility (ICTA)
Year: 2015 | Conference Paper |
The aim of this paper is to present a distributed implementation of the Type-2 Fuzzy Logic (T2FL) algorithm in a mobile agent based distributed computing platform. The proposed algorithm is assigned to be implemented on an SPMD (Single Program Multiple Data) architecture which is based on a cooperative mobile agent model. It is constituted by a set of mobile agents as AVPEs (Agent Virtual Processi...Show More

A mobile agent team works model for HPC big data analysis: Fuzzy logic application

Fatéma Zahra Benchara;Mohamed Youssfi;Omar Bouattane;Hassan Ouajji

Year: 2015 | Conference Paper |

A computational model based on cooperative mobile agents for big data image segmentation

Fatéma Zahra Benchara;Mohamed Youssfi;Omar Bouattane;Hassan Ouajji;Mohammed Ouadi Bensalah

2014 Second World Conference on Complex Systems (WCCS)
Year: 2014 | Conference Paper |
The aim of this paper is to present interesting results obtained by implementing big data classification algorithm using a cooperative mobile agents model. In this work we focused on the application of this classification for Magnetic Resonance Images (MRI) segmentation which is presented based on parallel fine grained c-means algorithm. This algorithm is converged to distributed classification c-...Show More

A computational model based on cooperative mobile agents for big data image segmentation

Fatéma Zahra Benchara;Mohamed Youssfi;Omar Bouattane;Hassan Ouajji;Mohammed Ouadi Bensalah

Year: 2014 | Conference Paper |

Post-curing influence on electrostatic charges deposited on epoxy/silica composites used for microelectronic packaging

A. Sylvestre;H. Ouajji;P. Gonon;J. Teysseyre;F. Jomni;K. Raouadi

2005 7th Electronic Packaging Technology Conference
Year: 2005 | Conference Paper |
Cited by: Papers (1)
In this work, we present the potentialities of the surface potential method to investigate electrostatics charges deposited on epoxy resins used in packaging. Curing and post-mould-curing (PMC), with various durations have been performed on epoxy resins. Negative ions are deposited by corona discharge on the surface of these epoxy resins. Then the flowing of charges as a function of time, namely t...Show More

Post-curing influence on electrostatic charges deposited on epoxy/silica composites used for microelectronic packaging

A. Sylvestre;H. Ouajji;P. Gonon;J. Teysseyre;F. Jomni;K. Raouadi

Year: 2005 | Conference Paper |

Dielectric properties in thin film SrTiO/sub 3/ capacitor

H. Ouajji;A. Sylvestre;E. Defay;K. Raouadi;F. Jomni

2005 7th Electronic Packaging Technology Conference
Year: 2005 | Conference Paper |
The dielectric behavior of Pt/SrTiO3/Pt thin films is reported in this paper. STO thin films (20 nm and 50 nm) were deposited by ion-beam-sputtering (IBS). This study was carried out in the temperature ranging from 25degC to 150degC and for frequencies in the range 0.01 Hz-1 MHz. Results showed that the permittivity depends strongly on frequency, temperature and sample thickness. For this latter, ...Show More

Dielectric properties in thin film SrTiO/sub 3/ capacitor

H. Ouajji;A. Sylvestre;E. Defay;K. Raouadi;F. Jomni

Year: 2005 | Conference Paper |

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