Publications

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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.
Muhammad Ali Chattha; Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Ludger van Elst; Andreas Dengel; Sheraz Ahmed
KINN: Incorporating Expert Knowledge in Neural Networks
In: AAAI-MAKE. AAAI Spring Symposium (AAAI SSS-2019), March 25-27, Stanford, CA, USA, AAAI, 3/2019.
Junaid Younas; Syed Tahseen Raza Rizvi; Muhammad Imran Malik; Faisal Shafait; Paul Lukowicz; Sheraz Ahmed
FFD: Figure and Formula Detection from Document Images
In: IEEE (Hrsg.). 2019 International Conference on Digital Image Computing: Techniques and Applications (DICTA). International Conference on Digital …
Jameel Malik; Ahmed Elhayek; Sheraz Ahmed; Faisal Shafait; Muhammad Imran Malik; Didier Stricker
3DAirSig: A Framework for Enabling In-Air Signatures Using a Multi-Modal Depth Sensor
In: Sensors - Open Access Journal (Sensors), Vol. 18, No. 11, Page 3872, MDPI AG, Basel, Switzerland, 11/2018.
Shoaib Ahmed Siddiqui; Muhammad Imran Malik; Stefan Agne; Andreas Dengel; Sheraz Ahmed
DeCNT: Deep Deformable CNN for Table Detection
In: IEEE Access, Vol. 6, Pages 74151-74161, IEEE, 2018.