Control of a robot manipulator and pendubot system using artificial neural networks. - Joseph Constantin; Chaiban Nasr; Denis Hamad (Robotica, 2005)

Reduced-reference quality assessment of computer-generated images based on RVM. - Joseph Constantin; Samuel Delepoulle; André Bigand; Christophe Renaud (ICCIT, 2013)

Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine. - Joseph Constantin; André Bigand; Ibtissam Constantin; Denis Hamad (IWANN (2), 2013)

A global methodology for modeling and simulating medical systems. - Charbel El-Gemayel; Fabrice Jumel; Nacer Abouchi; Joseph Constantin; Doumit Zaouk (Healthcom, 2014)

Image noise detection in global illumination methods based on FRVM. - Joseph Constantin; André Bigand; Ibtissam Constantin; Denis Hamad (Neurocomputing, 2015)

Perception of noise in global illumination based on inductive learning. - Joseph Constantin; Ibtissam Constantin; André Bigand; Denis Hamad (IJCNN, 2016)

Pooling Spike Neural Network for Acceleration of Global Illumination Rendering. - Joseph Constantin; André Bigand; Ibtissam Constantin (IWANN (1), 2017)

Image Quality Assessment of Computer-generated Images - Based on Machine Learning and Soft Computing - André Bigand; Julien Dehos; Christophe Renaud; Joseph Constantin (Springer, 2018)

Dynamic Partitioning of Transportation Network Using Evolutionary Spectral Clustering. - Pamela Al Alam; Denis Hamad; Joseph Constantin; Ibtissam Constantin; Youssef Zaatar (SADASC, 2020)

On the Use of Deep Active Semi-Supervised Learning for Fast Rendering in Global Illumination. - Ibtissam Constantin; Joseph Constantin; André Bigand (J. Imaging, 2020)

Pooling spike neural network for fast rendering in global illumination. - Joseph Constantin; André Bigand; Ibtissam Constantin (Neural Comput. Appl., 2020)

Graph Convolution Networks for Unsupervised Learning. - Maria Al Jreidy; Joseph Constantin; Fadi Dornaika; Denis Hamad (SADASC, 2022)

Partitioning of Transportation Networks by Efficient Evolutionary Clustering and Density Peaks. - Pamela Al Alam; Joseph Constantin; Ibtissam Constantin; Clélia Lopez (Algorithms, 2022)

Adaptive Unsupervised Graph Convolution Network for Data Clustering with Graph Reconstruction. - Maria Al Jreidy; Joseph Constantin; Fadi Dornaika; Denis Hamad (Cogn. Comput., 2025)