Hamza Baali

25 papers Misc 2Journal 9Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Lightweight Hybrid Gabor Deep Learning Approach and its Application to Medical Image Classification.
Int. J. Comput. Vis.
Rayyan Ahmed, Hamza Baali, Abdesselam Bouzerdoum
2025 J jnl
AttDCT: Attention-Based Deep Learning Approach for Time Series Classification in the DCT Domain.
IEEE Trans. Artif. Intell.
Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum
2025 J jnl
DCT-Based Channel Attention for Multivariate Time Series Classification.
IEEE Open J. Comput. Soc.
Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum
2025 J jnl
FiLM-SimVP: Scalable Uncertainty Quantification in Spatiotemporal Forecasting.
IEEE Open J. Comput. Soc.
Shehel Yoosuf, Hamza Baali, Abdesselam Bouzerdoum
2025 J jnl
Improving perceptual quality in spatiotemporal timeseries forecasting.
Eng. Appl. Artif. Intell.
Shehel Yoosuf, Hamza Baali, Abdesselam Bouzerdoum
2024 J jnl
A Deep Learning-Based Method for Crowd Counting Using Shunting Inhibition Mechanism.
IEEE Trans. Artif. Intell.
Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Son Lam Phung, Hoang Thanh Le, Hamza Baali
2021 Misc conf
Sparsity And Nonnegativity Constrained Krylov Approach For Direction Of Arrival Estimation.
ICASSP
Hamza Baali, Abdesselam Bouzerdoum, Abdelkrim Khelif
2020 — conf
Breast Mass Tumor Classification using Deep Learning.
ICIoT
Anas S. Abdel Rahman, Samir B. Belhaouari, Abdesselam Bouzerdoum, Hamza Baali, Tanvir Alam, Ahmed M. Eldaraa
2020 — conf
Classification of Sleep Arousal using Compact CNN.
ICIoT
Ahmed M. Eldaraa, Hamza Baali, Abdesselam Bouzerdoum, Samir B. Belhaouari, Tanvir Alam, Anas S. Abdel Rahman
2020 — conf
Identification of Potential Risk Factors of Diabetes for the Qatari Population.
ICIoT
Saleh Musleh, Tanvir Alam, Abdesselam Bouzerdoum, Samir B. Belhaouari, Hamza Baali
2020 Misc conf
Multichannel Signal Classification Using Vector Autoregression.
ICASSP
Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum
2019 — conf
Efficient Pre-Designed Convolutional Front-End for Deep Learning.
MLSP
Hamza Baali, Abdesselam Bouzerdoum
2018 — conf
An Efficient Compressive Sensing Method for Connected Health Applications.
IntelliSys (2)
Mohammed Al Disi, Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Chris Kontronis, George Dimitrakopoulos, Guillaume Alinier
2018 J jnl
Inequality Indexes as Sparsity Measures Applied to Ventricular Ectopic Beats Detection and its Efficient Hardware Implementation.
IEEE Access
Hamza Baali, Xiaojun Zhai, Hamza Djelouat, Abbes Amira, Faycal Bensaali
2017 J jnl
An Adaptive Joint Sparsity Recovery for Compressive Sensing Based EEG System.
Wirel. Commun. Mob. Comput.
Hamza Djelouat, Hamza Baali, Abbes Amira, Faycal Bensaali
2017 — conf
Efficient hardware implementation of the l1 - Regularized least squares for IoT edge computing.
ICUWB
Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Xiaojun Zhai
2017 — conf
IoT Based Compressive Sensing for ECG Monitoring.
iThings/GreenCom/CPSCom/SmartData
Hamza Djelouat, Hamza Baali, Abbes Amira, Faycal Bensaali
2017 — conf
Joint sparsity recovery for compressive sensing based EEG system.
ICUWB
Hamza Djelouat, Hamza Baali, Abbes Amira, Faycal Bensaali
2017 — conf
Managing Criticalities of e-Health IoT systems.
ICUWB
Christos Kotronis, G. Minou, George Dimitrakopoulos, Mara Nikolaidou, Dimosthenis Anagnostopoulos, Abbes Amira, Faycal Bensaali, Hamza Baali, Hamza Djelouat
2017 — conf
QRS Complexes Classification Using Dictionary Learning and Pietra Index.
iThings/GreenCom/CPSCom/SmartData
Hamza Baali, Hamza Djelouat, Abbes Amira, Faycal Bensaali, Xiaojun Zhai
2015 — conf
Motor Imagery Task Classification Using a Signal-Dependent Orthogonal Transform Based Feature Extraction.
ICONIP (2)
Mostefa Mesbah, Aida Khorshidtalab, Hamza Baali, Ahmed Al-Ani
2015 — conf
Ventricular ectopic beats classification using Sparse Representation and Gini Index.
EMBC
Hamza Baali, Mostefa Mesbah
2014 J jnl
ECG Parametric Modeling Based on Signal Dependent Orthogonal Transform.
IEEE Signal Process. Lett.
Hamza Baali, Rini Akmeliawati, Momoh-Jimoh E. Salami, Aida Khorshidtalab, Einly Lim
2013 — conf
Regularized Least Squares Applied to Heartbeat Classification using Transform-based and RR Intervals Features.
BIOINFORMATICS
Hamza Baali, Rini Akmeliawati, Momoh-Jimoh E. Salami
2011 — conf
Analysis of the ECG Signal Using SVD-Based Parametric Modelling Technique.
DELTA
Hamza Baali, Momoh-Jimoh E. Salami, Rini Akmeliawati, Abiodun Musa Aibinu