no code implementations • 28 May 2024 • Afrah Gueriani, Hamza Kheddar, Ahmed Cherif Mazari
Protecting Internet of things (IoT) devices against cyber attacks is imperative owing to inherent security vulnerabilities.
no code implementations • 18 Mar 2024 • Hamza Kheddar, Yassine Himeur, Abbes Amira, Rachik Soualah
The review concludes with an analysis of the current state of HEP, using DL methodologies.
no code implementations • 17 Mar 2024 • Yassine Habchi, Hamza Kheddar, Yassine Himeur, Abdelkrim Boukabou, Ammar Chouchane, Abdelmalik Ouamane, Shadi Atalla, Wathiq Mansoor
The growing interest in developing smart diagnostic systems to help medical experts process extensive data for treating incurable diseases has been notable.
no code implementations • 17 Mar 2024 • Billel Essaid, Hamza Kheddar, Noureddine Batel, Abderrahmane Lakas, Muhammad E. H. Chowdhury
Automatic speech recognition (ASR) plays a pivotal role in our daily lives, offering utility not only for interacting with machines but also for facilitating communication for individuals with either partial or profound hearing impairments.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 2 Mar 2024 • Hamza Kheddar, Mustapha Hemis, Yassine Himeur
DTL allows high-performance models using small yet related datasets, FL enables training on confidential data without dataset possession, and RL optimizes decision-making in dynamic environments, reducing computation costs.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • 25 Aug 2023 • Yassine Habchi, Yassine Himeur, Hamza Kheddar, Abdelkrim Boukabou, Shadi Atalla, Ammar Chouchane, Abdelmalik Ouamane, Wathiq Mansoor
There has been a growing interest in creating intelligent diagnostic systems to assist medical professionals in analyzing and processing big data for the treatment of incurable diseases.
no code implementations • 24 Aug 2023 • Yassine Himeur, Iraklis Varlamis, Hamza Kheddar, Abbes Amira, Shadi Atalla, Yashbir Singh, Faycal Bensaali, Wathiq Mansoor
Computer Vision (CV) is playing a significant role in transforming society by utilizing machine learning (ML) tools for a wide range of tasks.
no code implementations • 8 Aug 2023 • Hamza Kheddar, Mustapha Hemis, Yassine Himeur, David Megías, Abbes Amira
The paper provides a systematic review of recent research in the field, including data sets and evaluation metrics used in recent studies.
no code implementations • 27 Apr 2023 • Hamza Kheddar, Yassine Himeur, Somaya Al-Maadeed, Abbes Amira, Faycal Bensaali
Moreover, DL techniques and machine learning (ML) approaches in general, hypothesize that training and testing data come from the same domain, with the same input feature space and data distribution characteristics.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 19 Apr 2023 • Hamza Kheddar, Yassine Himeur, Ali Ismail Awad
The algorithms and methods used in several studies are presented, and the principles of DTL-based IDS subcategories are presented to the reader and illustrated deeply and clearly