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Waleed Mustafa
Waleed Mustafa
Verified email at rhrk.uni-kl.de
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sPCA: Scalable principal component analysis for big data on distributed platforms
T Elgamal, M Yabandeh, A Aboulnaga, W Mustafa, M Hefeeda
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
672015
The impact of personalisation on human-robot interaction in learning scenarios
N Churamani, P Anton, M Brügger, E Fließwasser, T Hummel, J Mayer, ...
Proceedings of the 5th international conference on human agent interaction …, 2017
412017
Norm-based generalisation bounds for deep multi-class convolutional neural networks
A Ledent, W Mustafa, Y Lei, M Kloft
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8279-8287, 2021
15*2021
Hey robot, why don't you talk to me?
HG Ng, P Anton, M Brügger, N Churamani, E Fließwasser, T Hummel, ...
2017 26th IEEE International Symposium on Robot and Human Interactive …, 2017
142017
Microcalcification detection with and without CAD system (LIBCAD): A comparative study
NMA Razek, WA Yousef, WA Mustafa
The Egyptian Journal of Radiology and Nuclear Medicine 44 (2), 397-404, 2013
72013
Input Hessian Regularization of Neural Networks
W Mustafa, RA Vandermeulen, M Kloft
Workshop on "Beyond first-order methods in ML systems" at the 37th …, 2020
32020
On detecting abnormalities in digital mammography
WA Yousef, WA Mustafa, AA Ali, NA Abdelrazek, AM Farrag
2010 IEEE 39th Applied Imagery Pattern Recognition Workshop (AIPR), 1-7, 2010
32010
Fine-grained generalization analysis of structured output prediction
W Mustafa, Y Lei, A Ledent, M Kloft
arXiv preprint arXiv:2106.00115, 2021
22021
Method and system for image analysis to detect cancer
WA Yousef, AA Abouelkahire, D Almahallawi, OS Marzouk, SK Mohamed, ...
arXiv preprint arXiv:1908.10661, 2019
22019
Microcalcification detection with and without prototype CAD system (LIBCAD): a comparative study
NA Razek, W Yousef, W Mustafa
European Congress of Radiology 2012, 2012
22012
On the generalization analysis of adversarial learning
W Mustafa, Y Lei, M Kloft
International Conference on Machine Learning, 16174-16196, 2022
2022
Designing Resilient Manufacturing Systems using Cross Domain Application of Machine Learning Resilience
A Mukherjee, M Glatt, W Mustafa, M Kloft, JC Aurich
Procedia CIRP 115, 83-88, 2022
2022
Fine-grained Generalization Analysis of Structured Output Prediction
M Mustafa, Waleed and Lei, Yunwen and Ledent, Antoine and Kloft
Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021
2021
Nested Cavity Classifier: performance and remedy
WA Mustafa, WA Yousef
arXiv preprint arXiv:1906.09669, 2019
2019
Microcalcification detection with and without prototype CAD system (LIBCAD): a comparative study
NA Razek, W Yousef, W Mustafa
European Congress of Radiology 2012, 2012
2012
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