Publikationen

Seite 2 von 13.

Pervaiz Iqbal Khan; Andreas Dengel; Sheraz Ahmed
Randout-KD: Finetuning Foundation Models for Text Classification via Random Noise and Knowledge Distillation
In: ICAART. International Conference on Agents and Artificial Intelligence (ICAART-2023), February 22-24, Lisbon, Portugal, SCITEPRESS, 2023.
Ahtisham Fazeel Abbasi; Muhammad Nabeel Asim; Johan Trygg; Andreas Dengel; Sheraz Ahmed
Deep Learning Architectures For the Prediction of YY1-Mediated Chromatin Loops
In: Xuan Guo; Serghei Mangul; Murray Patterson; Alexander Zelikovsky (Hrsg.). Bioinformatics Research and Applications, 19th International Symposium, …
Sourajyoti Datta; Muhammad Nabeel Asim; Andreas Dengel; Sheraz Ahmed
NTpred: A robust and precise machine learning framework for in-silico identification of Tyrosine nitration sites in protein sequences
In: Briefings in Functional Genomics, Vol. 18, Pages 1-17, Oxford University Press, 2023.
Muhammad Ali Chattha; Ludger van Elst; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
DeepLSF: Fusing Knowledge and Data for Time Series Forecasting
In: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. NA, Page NA, IEEE, 2023.
Muhammad Ali Chattha; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed
Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting
In: Springer (Hrsg.). Knowledge Forcing: Fusing Knowledge-Driven Approaches with LSTM for Time Series Forecasting. International Conference on …
Muhammad Ali Ibrahim Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Ahtisham Fazeel; Andreas Dengel; Sheraz Ahmed
DNA-MP: a generalized DNA modifications predictor for multiple species based on powerful sequence encoding method
In: Briefings in Bioinformatics, Vol. 24, No. 1, Pages 546-566, Oxford University Press, 12/2022.
Saifullah Saifullah; Dominique Mercier; Adriano Lucieri; Andreas Dengel; Sheraz Ahmed
Privacy Meets Explainability: A Comprehensive Impact Benchmark
In: ArXiv e-prints (arxiv), Vol. 2211.04110, Pages 1-16, arxiv, 11/2022.
Christoph Peter Balada; Sheraz Ahmed; Andreas Dengel; Max Bondorf; Nikolai Hopfer; Markus Zdrallek
Fühler-im-Netz: A smart grid and power line communication data set
In: IET Smart Grid, Pages 1-13, Wiley, 11/2022.
Muhammad Nabeel Asim; Ahtisham Fazeel; Muhammad Ali Ibrahim; Andreas Dengel; Sheraz Ahmed
MP-VHPPI: Meta predictor for viral host protein-protein interaction prediction in multiple hosts and viruses
In: Frontiers in Medicine, Vol. 9, Pages 1-20, Frontiers Media SA, 11/2022.
Pervaiz Iqbal Khan; Shoaib Ahmed Siddiqui; Imran Razzak; Andreas Dengel; Sheraz Ahmed
Improving Health Mention Classification of Social Media Content using Contrastive Adversarial Training
In: IEEE Access, Vol. 10, Pages 87900-87910, Institute of Electrical and Electronics Engineers (IEEE), 8/2022.