| 2019 | ESANN | On the Speedup of Deep Reinforcement Learning Deep Q-Networks (RL-DQNs). | Anas Albaghajati, Lahouari Ghouti |
| 2014 | ESANN | Mobility Prediction Using Fully-Complex Extreme Learning Machines. | Lahouari Ghouti |
| 2014 | ESANN | NMF-Density: NMF-Based Breast Density Classifier. | Lahouari Ghouti, Abdullah Owaidh |
| 2014 | ICANN | Sparse Single-Hidden Layer Feedforward Network for Mapping Natural Language Questions to SQL Queries. | Issam H. Laradji, Lahouari Ghouti, Faisal Saleh, Musab A. AlTurki |
| 2014 | ICASSP | Robust perceptual color image hashing using quaternion singular value decomposition. | Lahouari Ghouti |
| 2013 | ANT | Mobility Prediction in Mobile Ad Hoc Networks Using Extreme Learning Machines. | Lahouari Ghouti, Tarek R. Sheltami, Khaled S. Alutaibi |
| 2013 | ANT | Implementation of Rank Based Sleep Scheduling (RBSS) Protocol for WSNs in a Fixed Grid Topology. | Tarek R. Sheltami, Abdul Jabbar Siddiqui, Hamza Ijaz Abbasi, Uthman Baroudi, Lahouari Ghouti |
| 2013 | ICIP | Perceptual hashing of color images using hypercomplex representations. | Issam H. Laradji, Lahouari Ghouti, El-Hebri Khiari |
| 2010 | ESANN | Hybrid Soft Computing for PVT Properties Prediction. | Lahouari Ghouti, Saeed Al-Bukhitan |
| 2007 | SECRYPT | Utilizing Extension Character 'Kashida' with Pointed Letters for Arabic Text Digital Watermarking. | Adnan Abdul-Aziz Gutub, Lahouari Ghouti, Alaaeldin A. Amin, Talal M. Alkharobi, Mohammad K. Ibrahim |
| 2006 | ICASSP | A Robust Perceptual Audio Hashing using Balanced Multiwavelets. | Lahouari Ghouti, Ahmed Bouridane |
| 2006 | ICIP | Towards a Universal Multiresolution-Based Perceptual Model. | Lahouari Ghouti, Ahmed Bouridane |
| 2005 | ICIP | Two-step variance-adaptive image denoising. | Lahouari Ghouti, Ahmed Bouridane |
| 2005 | ICIP | High capacity watermarking using balanced multiwavelet transforms. | Lahouari Ghouti, Ahmed Bouridane, Said Boussakta |
| 2005 | ISCAS | Image compression using texture modeling. | Lahouari Ghouti, Ahmed Bouridane, Mohammad K. Ibrahim |
| 2002 | ESANN | Use of artificial neural networks process analyzers: a case study. | Hussain N. Al-Duwaish, Lahouari Ghouti, Talal O. Halawani, Mohamed A. Mohandes |
| 1999 | ICASSP | Deconvolution of ultrasonic nondestructive evaluation signals using higher-order statistics. | Lahouari Ghouti, Chi Hau Chen |