Embedded Intelligence

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1. Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   ColDBin: Cold Diffusion for Document Image Binarization

   In: Document Analysis and Recognition - ICDAR 2023. International Conference on Document Analysis and Recognition (ICDAR-2023), located at The 17th …

2. Dominique Mercier; Andreas Dengel; Sheraz Ahmed

   From Private to Public: Benchmarking GANs in the Context of Private Time Series Classification

   In: Applied Intelligence (APIN), Vol. July 2024, Pages 1-15, Springer Nature, 7/2023.

3. Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

   Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI

   In: Juan Guillermo Diaz Ochoa (Hrsg.). Frontiers in Bioinformatics, Vol. 3, Pages 1-19, Frontiers Media SA, 7/2023.

4. Syed Tahseen Raza Rizvi; Sheraz Ahmed; Andreas Dengel

   ACE 2.0: A Comprehensive tool for automatic extraction, analysis, and digital profiling of the researchers in Scientific Communities

   In: Social Network Analysis and Mining (SNAM), Vol. 13, No. 1, Page 81, Springer Nature, 5/2023.

5. Saifullah Saifullah; Stefan Agne; Andreas Dengel; Sheraz Ahmed

   Analyzing the potential of active learning for document image classification

   In: International Journal on Document Analysis and Recognition (IJDAR), Vol. 26, Pages 187-209, Springer Nature, 4/2023.

6. Ahtisham Abbasi; Areeb Agha; Sheraz Ahmed; Andreas Dengel

   NP-BERT: A Two-Staged BERT Based Nucleosome Positioning Prediction Architecture For Multiple Species

   In: BIOSTEC 2023 - 16th International Joint Conference on Biomedical Engineering Systems and Technologies - Final Program and Book of Abstracts. …

7. Amin E. Bakhshipour; Alireza Koochali; Ulrich Dittmer; Ali Haghighi; Sheraz Ahmed; Andreas Dengel

   A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction

   In: WDSA - CCWI - Proceedings Book. International Joint Conference on Water Distribution Systems Analysis & Computing and Control in the Water …

8. 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.

9. 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, …

10. 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.

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