Fiche de BAKIR Toufik

Abdellah El Zaar, Amine Mansouri, Nabil Benaya, Abderrahim El Allati, Toufik Bakir. A Contribution to Time Series Analysis and Forecasting Using Deep Learning Approaches. 2024 International Conference on Control, Automation and Diagnosis (ICCAD), IEEE, May 2024, Paris, France. ⟨hal-04757043⟩

Abdellah El Zaar, Nabil Benaya, Toufik Bakir, Amine Mansouri, Abderrahim El Allati. Prediction of US 30-years-treasury-bonds mouvement and trading entry point using Robust 1DCNN-BiLSTM-XGBoost algorithm. Expert Systems, 2023. ⟨hal-04756981⟩

Amine Mansouri, Toufik Bakir, Abdellah Elzaar. Improved semantic-guided network for skeleton-based action recognition. Journal of Visual Communication and Image Representation, 2024, 104, pp.104281. ⟨10.1016/j.jvcir.2024.104281⟩. ⟨hal-04756814⟩

Toufik Bakir, Bernard Bonnard, Ilias Boualam, Mokrane Abdiche. Control and Estimation for the Design of a Smart Electrostimulator using Ding et al. Model. FGS 2024 - French-German-Spanish Conference on Optimization, Jun 2024, Gijon, Spain. ⟨hal-04598660v2⟩

Oumaima Liouane, Smain Femmam, Toufik Bakir, Abdessalem Ben Abdelali. Novel DV-hop algorithm-based machines learning technics for node localization in rang-free wireless sensor networks. International Journal of Informatics and Communication Technology (IJ-ICT), 2023, 12 (2), pp.140. ⟨10.11591/ijict.v12i2.pp140-149⟩. ⟨hal-04427310⟩

Abdellah El Zaar, Rachida Assawab, Ayoub Aoulalay, Nabil Benaya, Toufik Bakir, et al.. MFTs-Net: A Deep Learning Approach for High Similarity Date Fruit Recognition. Journal of advances in information technology, 2023, 14 (6), pp.1151-1158. ⟨10.12720/jait.14.6.1151-1158⟩. ⟨hal-04427302⟩

Amine Mansouri, Toufik Bakir, Smain Femmam. Human Action Recognition with Skeleton and Infrared Fusion Model. Journal of Image and Graphics, 2023, 11 (4), pp.309-320. ⟨10.18178/joig.11.4.309-320⟩. ⟨hal-04427297⟩

Oumaima Liouane, Smain Femmam, Toufik Bakir, Abdessalem Ben Abdelali. New Online DV-Hop Algorithm via Mobile Anchor for Wireless Sensor Network Localization. Tsinghua Science and Technology, 2023, 28 (5), pp.940-951. ⟨10.26599/TST.2022.9010048⟩. ⟨hal-04427286⟩

Abdellah El Zaar, Nabil Benaya, Toufik Bakir, Amine Mansouri, Abderrahim El Allati. Prediction of US 30‐years‐treasury‐bonds movement and trading entry point using the robust 1DCNN‐BiLSTM‐XGBoost algorithm. Expert Systems, 2023, 41 (1), ⟨10.1111/exsy.13459⟩. ⟨hal-04427276⟩

Toufik Bakir, Bernard Bonnard, Sandrine Gayrard, Jérémy Rouot. Finite Dimensional Approximation to Muscular Response in Force-Fatigue Dynamics using Functional Electrical Stimulation. Automatica, 2022, ⟨10.1016/j.automatica.2022.110464⟩. ⟨hal-03154450v3⟩