Isolated handwriting recognition via multi-stage Support Vector Machines. - Nadine Hajj; Mariette Awad (IEEE Conf. of Intelligent Systems, 2012)

Weighted entropy cortical algorithms for isolated Arabic speech recognition. - Nadine Hajj; Mariette Awad (IJCNN, 2013)

A Game Theory Approach to Demand Side Management in Smart Grids. - Nadine Hajj; Mariette Awad (IEEE Conf. on Intelligent Systems (2), 2014)

A MapReduce Cortical Algorithms Implementation for Unsupervised Learning of Big Data. - Nadine Hajj; Yara Rizk; Mariette Awad (INNS Conference on Big Data, 2015)

A biologically inspired deep neural network of basal ganglia switching in working memory tasks. - Nadine Hajj; Mariette Awad (SSCI, 2017)

On Biologically Inspired Stochastic Reinforcement Deep Learning: A Case Study on Visual Surveillance. - Nadine Hajj; Mariette Awad (IEEE Access, 2019)

A piecewise weight update rule for a supervised training of cortical algorithms. - Nadine Hajj; Mariette Awad (Neural Comput. Appl., 2019)

A subjectivity classification framework for sports articles using improved cortical algorithms. - Nadine Hajj; Yara Rizk; Mariette Awad (Neural Comput. Appl., 2019)