Articles dans des revues internationales avec comité de lecture

S. Zanelli, M. A. E. Yacoubi, M. Hallab and M. Ammi, "Type 2 Diabetes Detection With Light CNN From Single Raw PPG Wave", IEEE Access, vol. 11, pp. 57652–57665, 2023.

O. Mounnan, O. Manad, A. El Mouatasim, L. Boubchir and B. Daachi, "Deep Speech Recognition System Based on AutoEncoder-GAN for Biometric Access Control", International Journal of Advanced Computer Science and Applications (IJACSA), vol. 14, no. 11, 2023.

Y. El Marhraoui, S. Bouilland, M. Boukallel, M. Anastassova and M. Ammi, "CNN-based self-attention weight extraction for fall event prediction using balance test score", Sensors 23 (22), p.9194, 2023.

S. Zanelli, K. Eveilleau, P.H. Charlton, M. Ammi, M. Hallab and M.A. El Yacoubi, "Clustered photoplethysmogram pulse wave shapes and their associations with clinical data", Frontiers in Physiology 14 : 1176753, 2023.

H. Amroun, F. Hafid, M. Ammi, "How statistical modeling and machine learning could help in the calibration of numerical simulation and fluid mechanics models ? Application to the calibration of models reproducing the vibratory behavior of an overhead line conductor", Array, vol. 15, pages 100187, 2022.

M. De Bois, M. A. El Yacoubi, M. Ammi, "GLYFE : review and benchmark of personalized glucose predictive models in type 1 diabetes", Medical & Biological Engineering & Computing, vol. 60, pp. 1–17, 2022.

X. Wang, L. Besançon, M. Ammi, T. Isenberg, "Understanding differences between combinations of 2D and 3D input and output devices for 3D data visualization", International Journal of Human-Computer Studies, vol. 163, pages 102820, 2022.

S. Zanelli, M. Ammi, M. Hallab, M. A. El Yacoubi, "Diabetes Detection and Management through Photoplethysmographic and Electrocardiographic Signals Analysis : A Systematic Review", Sensors, vol. 22, no. 23, pages 4890, 2022.

Y. El Marhraoui, H. Amroun, M. Boukallel, M. Anastassova, S. Lamy, S. Bouilland, M. Ammi, "Foot-to-Ground Phases Detection : A Comparison of Data Representation Formatting Methods with Respect to Adaption of Deep Learning Architectures", Computers, vol. 11, no. 5, pages 58, 2022.

S. Famié, M. Ammi, V. Bourdin, M.-A. Amorim, "Evidence for an internal model of friction when controlling kinetic energy at impact to slide an object along a surface toward a target", PLoS ONE, Vol. 17, no. 2, pages e0264370, 2022.

A. Arnaud, M. Gouiffès, M. Ammi, "Towards Real-Time 3D Editable Model Generation for Existing Indoor Building Environments on a Tablet", Frontiers in Virtual Reality, vol. 3, pages 782564, 2022.

N. Brahimi, T. Bouden, T. Brahimi, L. Boubchir, "Efficient multiplier-less parametric integer approximate transform based on 16-points DCT for image compression", Multimedia Tools and Applications, vol. 81. no. 26, pp. 37723–37746, 2022.

N. Brahimi, T. Bouden, T. Brahimi, L. Boubchir, "Lossy image compression based on efficient multiplier-less 8-points DCT", Multimedia Systems, vol. 28. no. 1, pp. 171–182, 2022.

D. Cherifi, N. Falkoun, F. Ouakouak, L. Boubchir, A. Nait-Ali, "EEG Signal Feature Extraction and Classification for Epilepsy Detection", Informatica, vol. 46, no. 4, pp. 493–506, 2022.

H. Amroun, M. Ammi, F. Hafid, "Proof of Concept : Calibration of an Overhead Line Conductors’ Movements Simulation Model Using Ensemble-Based Machine Learning Model", IEEE Access, vol. 9, pp. 163391–163411, 2021.

M. De Bois, M. A. El Yacoubi, M. Ammi, "Adversarial multi-source transfer learning in healthcare : Application to glucose prediction for diabetic people", Computer Methods and Programs in Biomedicine, vol. 199, p. 105874, 2021.

N. Brahimi, T. Bouden, T. Brahimi, L. Boubchir, "Efficient multiplier-less parametric integer approximate transform based on 16-points DCT for image compression", Multimedia Tools and Applications, pp. 1-24, 2021.

M. De Bois, M. A. El-Yacoubi, M. Ammi, "Integration of clinical criteria into the training of deep models : Application to glucose prediction for diabetic people", Smart Health, vol. 21, 100193, 2021.

M. De Bois, M. A. El Yacoubi, M. Ammi, "Enhancing the Interpretability of Deep Models in Healthcare Through Attention : Application to Glucose Forecasting for Diabetic People", International Journal of Pattern Recognition and Artificial Intelligence, vol. 35(12), p. 160006, 2021.

Y. Aberni, L. Boubchir and B. Daachi, "Palm Vein Recognition based on Competitive Coding Scheme using Multi-scale Local Binary Pattern with Ant Colony Optimization", Pattern Recognition Letters, vol. 136, pp. 101–110, 2020.

N. Brahimi, T. Bouden, T. Brahimi and L. Boubchir, "A novel and efficient 8-point DCT approximation for image compression", Multimedia Tools and Applications, vol. 79, pp.  615–7631, 2020.

L. Boubchir, "Editorial commentary on special issue of Advances in EEG Signal Processing and Machine Learning for Epileptic Seizure Detection and Prediction", Journal of Biomedical Research, vol. 34(3), pp. 149-150, 2020.

I. Ben Slimen, L. Boubchir, Z. Mbarki and H. Seddik, "EEG epileptic seizure detection and classification based on dual-tree complex wavelet transform and machine learning algorithms", Journal of Biomedical Research, vol. 34(3), pp. 151–161, 2020.

I. Ben Slimen, L. Boubchir and H. Seddik, "Epileptic Seizure Prediction Based on EEG Spikes Detection of Ictal-Preictal States", Journal of Biomedical Research, vol. 34(3), pp. 162–169, 2020.

B. Ammour, L. Boubchir, T. Bouden and M. Ramdani, "Face–Iris Multimodal Biometric Identification System", Electronics, vol. 9(1), 85, 2020.

K. Chenane, Y. Touati, L. Boubchir and B. Daachi, "Neural Net-Based Approach to EEG Signal Acquisition and Classification in BCI Applications", Computers, 8(4), 87, 2019.

S. Sid Ahmed, Z. Messali, L. Boubchir, A. Bouridane, S. Marco and C. Messaoudi, "Iterative Bayesian Denoising based on Variance Stabilization using Contourlet Transform with Sharp Frequency Localization : Application to EFTEM images", BMC Biomedical Engineering, pp. 1–13, 2019.

S. Zenati, A. Boukrouche and L. Boubchir, "Reconstruction of catadioptric omnidirectional images using dual alternating total variation minimization", Evolving Systems, vol. 10, pp. 707–723, 2019.

Y. Aberni, L. Boubchir and B. Daachi, "Multispectral palmprint recognition : A survey and comparative study", Journal of Circuits Systems and Computers, vol. 28, no. 7, 1950107, 2019.

Z. Youbi, L. Boubchir and A. Boukrouche, "Human ear recognition based on local multi-scale LBP features with city-block distance", Multimedia Tools and Applications, Volume 78, Issue 11, pp. 14425–14441, 2019.

R. Boujelbene, L. Boubchir and Y. Ben Jemaa, "An enhanced Embedded Zerotree Wavelet algorithm for lossy image coding", IET Image Processing, Volume 13, Issue 8, p. 1364–1374, 2019.

A. O. Lishani, L. Boubchir, E. Khalifa and A. Bouridane, "Human gait recognition using GEI-based local multi-scale feature descriptors", Multimedia Tools and Applications, Volume 78, Issue 5, pp. 5715–5730, 2019.

W. Al-Tarhouni, L. Boubchir, M. Elbendak and A. Bouridane, "Multispectral palmprint recognition using Pascal coefficients-based LBP and PHOG descriptors with random sampling", Neural Computing and Applications, Volume 31, Issue 2, pp. 593–603, 2019.

H. Doghmane, A. Boukrouche and L. Boubchir, "A novel discriminant multiscale representation for ear recognition", International Journal of Biometrics (IJBM), Vol. 11, No. 1, pp. 1–17, 2019.

R. Djemili and L. Boubchir, "Autoregressive Modeling Based Empirical Mode Decomposition (EMD) for Epileptic Seizures Detection Using EEG Signals", Traitement du Signal (IIETA), vol. 36(3), pp. 273–279, 2019.

R. Raman, L. Boubchir, P. K. Sa, B. Majhi and S. Bakshi, "Beyond estimating discrete directions of walk : a fuzzy approach", Machine Vision and Applications, Vol. 30(5), pp. 901–917, 2019.

M. Bobin, F. Bimbard, M. Boukallel, M. Anastassova, M. Ammi, "SpECTRUM : Smart ECosystem for sTRoke patient ? s Upper limbs Monitoring", Smart Health, vol. 13, pages100066, 2019.

L. Besançon, M. Sereno, L. Yu, M. Ammi, T. Isenberg, "Hybrid touch/tangible spatial 3D data selection", Computer Graphics Forum, vol. 38, no. 3, pp. 553-567, 2019.

X. Wang, L. Besançon, M. Ammi, T. Isenberg, "Augmenting tactile 3D data navigation with pressure sensing", Computer Graphics Forum, vol. 38, no. 3, pp. 635–647, 2019.

M. Y. Tsalamlal, W. Rizer, J. C. Martin, M. Ammi, M. Ziat, "Affective communication through air jet stimulation : Evidence from event-related potentials", International Journal of Human ? Computer Interaction, vol. 34, no. 12, pp. 1157–1168, 2018.

Y. Tsalamlal, M. A. Amorim, J. C. Martin, M. Ammi, "Modeling emotional valence integration from voice and touch", Frontiers in Psychology, vol. 9, Pages. 1966, 2018.

M. Bobin, M. Anastassova, M. Boukallel, M. Ammi„ "Design and study of a smart cup for monitoring the arm and hand activity of stroke patients", IEEE Journal of Translational Engineering in Health and Medicine, vol. 6, pp. 1–12, 2018.

Y. Gaffary, J. C. Martin, M. Ammi, "Haptic expression and perception of spontaneous stress", IEEE Transactions on Affective Computing, vol. 11, no. 1, pp. 138-150, 2018.

A. Arnaud, M. Gouiffès, M. Ammi, "On the fly plane detection and time consistency for indoor building wall recognition using a tablet equipped with a depth sensor", IEEE Access, vol. 6, pp. 17643–17652, 2018.

J. B. Corrégé, C. Clavel, J. Christophe, M. Ammi, "Social norms from a goal-system point of view : contributions of activity analysis", Basic and Applied Social Psychology, vol. 40, no. 2, pp. 73–86, 2018.

H. Amroun, Y. Benziani, M. Ammi, "Long Short-Term Memory Based Model for Modeling Nicotine Consumption Using an Electronic Cigarette and Internet of Things Devices", International Journal of Computer and Information Engineering, vol. 12, no. 3, pp. 188–192, 2018.

B. Ammour, T. Bouden and L. Boubchir, "Face-iris multi-modal biometric system using multi-resolution Log-Gabor filter with spectral regression kernel discriminant analysis", IET Biometrics, vol. 7, no. 5, pp. 482-489, 2018.

H. Amroun and M. Ammi, "Who Used My Smart Object ? A Flexible Approach for the Recognition of Users", IEEE Access, vol. 6, pp. 7112–7122, 2018