Muhammad Umer

Adversary Aware Continual Learning. M Umer Rowan University, 2023.

Found on Publication Page

False memory formation in continual learners through imperceptible backdoor trigger. M Umer, R Polikar arXiv preprint arXiv:2202.04479, 2022.

Found on Publication Page

Adversarial targeted forgetting in regularization and generative based continual learning models. M Umer, R Polikar 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021.

Found on Publication Page

Machine learning analysis of digital clock drawing test performance for differential classification of mild cognitive impairment subtypes versus Alzheimer's disease. R Binaco, N Calzaretto, J Epifano, S McGuire, M Umer, S Emrani, ... Journal of the International Neuropsychological Society 26 (7), 690-700, 2020.

Found on Publication Page

Targeted forgetting and false memory formation in continual learners through adversarial backdoor attacks. M Umer, G Dawson, R Polikar 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020.

Found on Publication Page

Comparative analysis of extreme verification latency learning algorithms. M Umer, R Polikar arXiv preprint arXiv:2011.14917, 2020.

Found on Publication Page

Vulnerability of covariate shift adaptation against malicious poisoning attacks. M Umer, C Frederickson, R Polikar 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019.

Found on Publication Page

Adversarial poisoning of importance weighting in domain adaptation. M Umer, C Frederickson, R Polikar 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 381-388, 2018.

Found on Publication Page

LEVELIW: Learning extreme verification latency with importance weighting. M Umer, R Polikar, C Frederickson 2017 International Joint Conference on Neural Networks (IJCNN), 1740-1747, 2017.

Found on Publication Page

Learning Extreme Verification Latency Quickly with Importance Weighting: FAST COMPOSE & LEVELIW. M Umer Rowan University, 2017.

Found on Publication Page

Learning under extreme verification latency quickly: Fast compose. M Umer, C Frederickson, R Polikar 2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016.

Found on Publication Page

Electrocardiogram feature extraction and pattern recognition using a novel windowing algorithm. M Umer, BA Bhatti, MH Tariq, M Zia-ul-Hassan, MY Khan, T Zaidi Advances in Bioscience and Biotechnology 5 (11), 886, 2014.

Found on Publication Page

Carrier and symbol synchronization in digital receivers using feedback compensation loop and early late gate on FPGA. BA Bhatti, M Umer, W Ahmed, MH Tariq, U Ali 2014 International Conference on Robotics and Emerging Allied Technologies ..., 2014.

Found on Publication Page