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Staff

Muhammad Ali Chattha, M.Eng.

Contact +49 631 20575 5027 (Kaiserslautern)

Address (Kaiserslautern) Trippstadter Straße 122D-67663 Kaiserslautern

Publications

DeepLSF: Fusing Knowledge and Data for Time Series Forecasting

Muhammad Ali Chattha; Ludger van Elst; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. NA, Page NA, IEEE, 2023.

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Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting

Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

In: Springer (Hrsg.). Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. International Conference on Artificial Neural Networks (ICANN), September 26-30, Crete, Greece, Vol. 14259, Springer, 2023.

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A Comparative Analysis of Traditional and Deep Learning-based Anomaly Detection Methods for Streaming Data

Mohsin Munir; Muhammad Ali Chattha; Sheraz Ahmed; Andreas Dengel

In: 18th IEEE International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications (ICMLA-2019), December 16-19, Boca Raton, Florida, USA, Pages 561-566, ISBN 978-1-7281-4550-1, IEEE, 12/2019.

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All publications