Muhammad Umer

Unsupervised Artificial Neural Networks ( ANNs ) For Intelligent Pheromone up Gradation . Further Evolution of Neural Augmented Ant Colony Optimization ( NaACO )

Muhammad Umer, Dr. Riaz Ahmad, Dr.Imran Sharif Chaudhry, 2013 .

Machine Learning Analysis of Digital Clock Drawing Test Performance for Differential Classification of Mild Cognitive Impairment Subtypes Versus Alzheimer’s Disease

R. Polikar, D. Libon, Nicholas Calzaretto, 2020, Journal of the International Neuropsychological Society.

Stock Market Prediction Using Machine Learning(ML)Algorithms

Muhammad Umer, Muhammad Awais, Muhammad Muzammul, 2019, ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal.

Macroeconomic Variables Impact on Stock Market Performance in the Short & Long Run: A Pakistan Perspective

Muhammad Umer, 2016 .

Learning under extreme verification latency quickly: FAST COMPOSE

Robi Polikar, Muhammad Umer, Christopher Frederickson, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

LEVELIW: Learning extreme verification latency with importance weighting

Robi Polikar, Christopher Frederickson, Muhammad Umer, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models

Robi Polikar, Muhammad Umer, R. Polikar, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

Vulnerability of Covariate Shift Adaptation Against Malicious Poisoning Attacks

Robi Polikar, Christopher Frederickson, Muhammad Umer, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).