Hamza Baali

According to our database, Hamza Baali authored at least 20 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

A Deep Learning-Based Method for Crowd Counting Using Shunting Inhibition Mechanism.

Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Son Lam Phung, Hoang Thanh Le, Hamza Baali

IEEE Trans. Artif. Intell., November, 2024

2021

Sparsity And Nonnegativity Constrained Krylov Approach For Direction Of Arrival Estimation.

Hamza Baali, Abdesselam Bouzerdoum, Abdelkrim Khelif

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Breast Mass Tumor Classification using Deep Learning.

Anas S. Abdel Rahman, Samir B. Belhaouari, Abdesselam Bouzerdoum, Hamza Baali, Tanvir Alam, Ahmed M. Eldaraa

Proceedings of the IEEE International Conference on Informatics, 2020

Identification of Potential Risk Factors of Diabetes for the Qatari Population.

Saleh Musleh, Tanvir Alam, Abdesselam Bouzerdoum, Samir B. Belhaouari, Hamza Baali

Proceedings of the IEEE International Conference on Informatics, 2020

Classification of Sleep Arousal using Compact CNN.

Ahmed M. Eldaraa, Hamza Baali, Abdesselam Bouzerdoum, Samir B. Belhaouari, Tanvir Alam, Anas S. Abdel Rahman

Proceedings of the IEEE International Conference on Informatics, 2020

Multichannel Signal Classification Using Vector Autoregression.

Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Efficient Pre-Designed Convolutional Front-End for Deep Learning.

Hamza Baali, Abdesselam Bouzerdoum

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

2018

Inequality Indexes as Sparsity Measures Applied to Ventricular Ectopic Beats Detection and its Efficient Hardware Implementation.

Hamza Baali, Xiaojun Zhai, Hamza Djelouat, Abbes Amira, Faycal Bensaali

IEEE Access, 2018

An Efficient Compressive Sensing Method for Connected Health Applications.

Mohammed Al Disi, Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Chris Kontronis, George Dimitrakopoulos, Guillaume Alinier

Proceedings of the Intelligent Systems and Applications, 2018

2017

An Adaptive Joint Sparsity Recovery for Compressive Sensing Based EEG System.

Hamza Djelouat, Hamza Baali, Abbes Amira, Faycal Bensaali

Wirel. Commun. Mob. Comput., 2017

IoT Based Compressive Sensing for ECG Monitoring.

Hamza Djelouat, Hamza Baali, Abbes Amira, Faycal Bensaali

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

QRS Complexes Classification Using Dictionary Learning and Pietra Index.

Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Xiaojun Zhai

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Managing Criticalities of e-Health IoT systems.

Christos Kotronis, G. Minou, George Dimitrakopoulos, Mara Nikolaidou, Dimosthenis Anagnostopoulos, Abbes Amira, Faycal Bensaali, Hamza Baali, Hamza Djelouat

Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

Joint sparsity recovery for compressive sensing based EEG system.

Hamza Djelouat, Hamza Baali, Abbes Amira, Faycal Bensaali

Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

Efficient hardware implementation of the l1 - Regularized least squares for IoT edge computing.

Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Xiaojun Zhai

Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

2015

Motor Imagery Task Classification Using a Signal-Dependent Orthogonal Transform Based Feature Extraction.

Mostefa Mesbah, Aida Khorshidtalab, Hamza Baali, Ahmed Al-Ani

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Ventricular ectopic beats classification using Sparse Representation and Gini Index.

Hamza Baali, Mostefa Mesbah

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

ECG Parametric Modeling Based on Signal Dependent Orthogonal Transform.

Hamza Baali, Rini Akmeliawati, Momoh-Jimoh E. Salami, Aida Khorshidtalab, Einly Lim

IEEE Signal Process. Lett., 2014

2013

Regularized Least Squares Applied to Heartbeat Classification using Transform-based and RR Intervals Features.

Hamza Baali, Rini Akmeliawati, Momoh-Jimoh E. Salami

Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

2011

Analysis of the ECG Signal Using SVD-Based Parametric Modelling Technique.

Hamza Baali, Momoh-Jimoh E. Salami, Rini Akmeliawati, Abiodun Musa Aibinu

Proceedings of the Sixth IEEE International Symposium on Electronic Design, 2011