Saad Mohamad

According to our database, Saad Mohamad authored at least 13 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Do the Right Thing: A Privacy Policy Adherence Analysis of over Two Million Apps in Apple iOS App Store.

Hamad Alamri, Carsten Maple, Saad Mohamad, Gregory Epiphaniou

Sensors, 2022

Scaling up stochastic gradient descent for non-convex optimisation.

Saad Mohamad, Hamad Alamri, Abdelhamid Bouchachia

Mach. Learn., 2022

2020

Online active learning for human activity recognition from sensory data streams.

Saad Mohamad, Moamar Sayed Mouchaweh, Abdelhamid Bouchachia

Neurocomputing, 2020

Deep online hierarchical dynamic unsupervised learning for pattern mining from utility usage data.

Saad Mohamad, Abdelhamid Bouchachia

Neurocomputing, 2020

Adaptive Experience Selection for Policy Gradient.

Saad Mohamad, Giovanni Montana

CoRR, 2020

Online Gaussian LDA for Unsupervised Pattern Mining from Utility Usage Data.

Saad Mohamad, Abdelhamid Bouchachia

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Asynchronous Stochastic Variational Inference.

Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed Mouchaweh

Proceedings of the Recent Advances in Big Data and Deep Learning, 2019

2018

A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams.

Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed Mouchaweh

IEEE Trans. Neural Networks Learn. Syst., 2018

Active learning for classifying data streams with unknown number of classes.

Saad Mohamad, Moamar Sayed Mouchaweh, Abdelhamid Bouchachia

Neural Networks, 2018

Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data.

Saad Mohamad, Damla Arifoglu, Chemseddine Mansouri, Abdelhamid Bouchachia

Proceedings of the Advances in Computational Intelligence Systems, 2018

Scalable online learning for flink: SOLMA library.

Waqas Jamil, N.-C. Duong, W. Wang, Chemseddine Mansouri, Saad Mohamad, Abdelhamid Bouchachia

Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

2016

Active Learning for Data Streams Under Concept Drift and Concept Evolution.

Saad Mohamad, Moamar Sayed Mouchaweh, Abdelhamid Bouchachia

Proceedings of the Workshop on Large-scale Learning from Data Streams in Evolving Environments (STREAMEVOLV 2016) co-located with the 2016 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2016), 2016

2015

A non-parametric hierarchical clustering model.

Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed Mouchaweh

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015