Publications

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Marco Stricker; Muhammad Nabeel Asim; Andreas Dengel; Sheraz Ahmed
CircNet: An encoder–decoder-based convolution neural network (CNN) for circular RNA identification
In: Neural Computing and Applications, Vol. 34, Pages 11441-11452, Springer, London, 1/2021.
Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Christoph Zehe; Olivier Cloarec; Rickard Sjogren; Johan Trygg; Andreas Dengel; Sheraz Ahmed
L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework
In: IJCNN 2021 Conference Proceedings. International Joint Conference on Neural Networks (IJCNN-2021), July 18-22, ISBN 978-0-7381-3366-9, IEEE, 2021.
Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane
In: 2021 BHI Conference Proceedings. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI-2021), July 27-30, Pages 1-4, ISBN …
Muhammad Nabeel Asim; Muhammad Usman Ghani; Muhammad Ali Ibrahim; Waqar Mahmood; Andreas Dengel; Sheraz Ahmed
Benchmarking performance of machine and deep learning-based methodologies for Urdu text document classification
In: Neural Computing and Applications, Vol. 33, Pages 5437-5469, Springer, 9/2020.
Muhammad Nabeel Asim; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons
In: 2020 International Joint Conference onNeural Networks (IJCNN). International Joint Conference on Neural Networks (IJCNN-2020), July 19-24, …
Muhammad Nabeel Asim; Muhammad Imran Malik; Christoph Zehe; Johan Trygg; Andreas Dengel; Sheraz Ahmed
MirLocPredictor: a ConvNet-based multi-label MicroRNA subcellular localization predictor by incorporating k-Mer positional information
In: Genes, Vol. 11, No. 12 (1475), Pages 1-23, MDPI, 2020.
Muhammad Nabeel Asim; Muhammad Imran Malik; Christoph Zehe; Johan Trygg; Andreas Dengel; Sheraz Ahmed
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)
In: IEEE Access, Vol. 9, Pages 19379-19390, IEEE, 2020.
Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
Enhancer-DSNet: A Supervisedly Prepared Enriched Sequence Representation for the Identification of Enhancers and Their Strength
In: International Conference on Neural Information Processing. International Conference on Neural Information Processing (ICONIP-2020), Springer, …
Muhammad Nabeel Asim; Muhammad Usman Ghani Khan; Muhammad Imran Malik; Khizar Razzaque; Andreas Dengel; Sheraz Ahmed
Two Stream Deep Network for Document Image Classification
In: ICDAR. International Conference on Document Analysis and Recognition (ICDAR-2019), September 20-25, Sydney, Australia, IEEE, 9/2019.
Muhammad Nabeel Asim; Muhammad Usman Ghani Khan; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
A Robust Hybrid Approach for Textual Document Classification
In: ICDAR. International Conference on Document Analysis and Recognition (ICDAR-2019), September 20-25, Sydney, Australia, IEEE, 9/2019.