Search Results for author: Hamza Kheddar

Found 9 papers, 0 papers with code

High-energy physics image classification: A Survey of Jet Applications

no code implementations18 Mar 2024 Hamza Kheddar, Yassine Himeur, Abbes Amira, Rachik Soualah

In recent times, the fields of high-energy physics (HEP) experimentation and phenomenological studies have seen the integration of machine learning (ML) and its specialized branch, deep learning (DL).

Image Classification Jet Tagging

Machine Learning and Vision Transformers for Thyroid Carcinoma Diagnosis: A review

no code implementations17 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.

Management

Advanced Artificial Intelligence Algorithms in Cochlear Implants: Review of Healthcare Strategies, Challenges, and Perspectives

no code implementations17 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

Automatic Speech Recognition using Advanced Deep Learning Approaches: A survey

no code implementations2 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

AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions

no code implementations25 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.

Federated Learning for Computer Vision

no code implementations24 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.

Federated Learning

Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization

no code implementations27 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

Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review

no code implementations19 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

Intrusion Detection Transfer Learning

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