Boudour Ammar

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 21

Top Topics

Data Representations

Top Venues

Biomed. Signal Process. Control.

Publications

Ali Hussein Ali, Maha Charfeddine, Boudour Ammar, Bassem Ben Hamed, Faisal Albalwy, Abdulrahman Alqarafi, Amir Hussain
Unveiling machine learning strategies and considerations in intrusion detection systems: a comprehensive survey. Frontiers Comput. Sci. 6 (2024)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification. Cogn. Comput. 16 (3) (2024)
Adel Hameed, Rahma Fourati, Boudour Ammar, Amel Ksibi, Ala Saleh D. Alluhaidan, Mounir Ben Ayed, Hussain Kareem Khleaf
Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis. Biomed. Signal Process. Control. 87 (Part A) (2024)
Zeineb Fki, Boudour Ammar, Rahma Fourati, Hela Fendri, Amir Hussain, Mounir Ben Ayed
A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism. Multim. Tools Appl. 83 (18) (2024)
Ali Hussein Ali, Maha Charfeddine, Boudour Ammar, Bassem Ben Hamed
Intrusion Detection Schemes Based on Synthetic Minority Oversampling Technique and Machine Learning Models. ISORC (2024)
Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi
Unsupervised Learning in Reservoir Computing for EEG-Based Emotion Recognition. IEEE Trans. Affect. Comput. 13 (2) (2022)
Naima Chouikhi, Boudour Ammar, Amir Hussain, Adel M. Alimi
Novel single and multi-layer echo-state recurrent autoencoders for representation learning. Eng. Appl. Artif. Intell. 114 (2022)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Optimization of Residual Convolutional Neural Network for Electrocardiogram Classification. CoRR (2021)
Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi
EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. IJCNN (2020)
Naima Chouikhi, Boudour Ammar, Amir Hussain, Adel M. Alimi
Bi-level multi-objective evolution of a Multi-Layered Echo-State Network Autoencoder for data representations. Neurocomputing 341 (2019)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Risk Prediction in Smart Home Care. AINA (2018)
Boudour Ammar, Hajer Brahmi, Farouk Chérif
On the Weighted Pseudo-Almost Periodic Solution for BAM Networks with Delays. Neural Process. Lett. 48 (2) (2018)
Naima Chouikhi, Boudour Ammar, Adel M. Alimi
Hierarchical Bi-level Multi-Objective Evolution of Single- and Multi-layer Echo State Network Autoencoders for Data Representations. CoRR (2018)
Naima Chouikhi, Boudour Ammar, Adel M. Alimi
Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoders for Efficient Data Representations. CoRR (2018)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Machine learning with Internet of Things data for risk prediction: Application in ESRD. RCIS (2018)
Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Adel M. Alimi
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition. CoRR (2018)
Hajer Brahmi, Boudour Ammar, Farouk Chérif, Adel M. Alimi
Stability and Exponential Synchronization of High-Order Hopfield Neural Networks with Mixed Delays. Cybern. Syst. 48 (1) (2017)
Rahma Fourati, Boudour Ammar, Chaouki Aouiti, Javier J. Sánchez Medina, Adel M. Alimi
Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion Recognition. ICONIP (2) (2017)
Naima Chouikhi, Boudour Ammar, Nizar Rokbani, Adel M. Alimi
PSO-based analysis of Echo State Network parameters for time series forecasting. Appl. Soft Comput. 55 (2017)
Naima Chouikhi, Raja Fdhila, Boudour Ammar, Nizar Rokbani, Adel M. Alimi
Single- and multi-objective particle swarm optimization of reservoir structure in Echo State Network. IJCNN (2016)
Hajer Brahmi, Boudour Ammar, Adel M. Alimi, Farouk Chérif
Pseudo almost periodic solutions of impulsive recurrent neural networks with mixed delays. IJCNN (2016)
Naima Chouikhi, Boudour Ammar, Nizar Rokbani, Adel M. Alimi, Ajith Abraham
A Hybrid Approach Based on Particle Swarm Optimization for Echo State Network Initialization. SMC (2015)
Nouha Ghribi, Boudour Ammar, Adel M. Alimi
Regimdroid: Framework for customize Android platform to act as a brain for telepresence robot. ICIS (2015)
Hajer Brahmi, Boudour Ammar, Farouk Chérif, Adel M. Alimi
Exponential synchronization of high-order recurrent neural networks with mixed delays. ISDA (2015)
Hajer Brahmi, Boudour Ammar, Farouk Chérif, Adel M. Alimi
On the dynamics of the high-order type of neural networks with time varying coefficients and mixed delay. IJCNN (2014)
Nouha Ghribi, Boudour Ammar, Adel M. Alimi
Architectural proposal for a mobile telepresence robot, REGIMTEL. SoCPaR (2014)
Farouk Chérif, Hajer Brahmi, Boudour Ammar, Adel M. Alimi
Exponential Synchronization of a Class of RNNs with Discrete and Distributed Delays. ICANN (2013)
Boudour Ammar, Naima Chouikhi, Adel M. Alimi, Farouk Chérif, Nasser Rezzoug, Philippe Gorce
Learning to Walk Using a Recurrent Neural Network with Time Delay. ICANN (2013)
Amel Ksibi, Boudour Ammar, Anis Ben Ammar, Chokri Ben Amar, Adel M. Alimi
REGIMRobvid: Objects and Scenes Detection for Robot Vision 2013. CLEF (Working Notes) (2013)
Boudour Ammar, Farouk Chérif, Adel M. Alimi
Existence and Uniqueness of Pseudo Almost-Periodic Solutions of Recurrent Neural Networks With Time-Varying Coefficients and Mixed Delays. IEEE Trans. Neural Networks Learn. Syst. 23 (1) (2012)
Sonda Bousnina, Boudour Ammar, Nesrine Baklouti, Adel M. Alimi
Learning system for mobile robot detection and tracking. ICCIT (2012)
Nizar Rokbani, Elhoucine Benboussada, Boudour Ammar, Adel M. Alimi
Biped robot control using particle swarm optimization. SMC (2010)