Cyber-Physical Systems

Page 3 of 14.

1. 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.

2. 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.

3. 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.

4. 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.

5. 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. International Conference on Bioinformatics Models, Methods and Algorithms (BIOINFORMATICS-2023), located at BIOSTEC 2023, February 16-18, Lisbon, Portugal, Pages 175-187, SCITEPRESS, 2/2023.

6. 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 Industry (WDSA/CCWI-2022), 2nd, July 18-22, Valencia, Spain, Universitat Politècnica de València, 2023.

7. Pervaiz 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.

8. 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, ISBRA 2023, Proceedings. International Symposium on Bioinformatics Research and Applications (ISBRA-2023), October 9-12, Wroclaw, Poland, Pages 72-84, Lecture Notes in Computer Science (LNC), Vol. 14248, ISBN 978-981-99-7073-5, Springer, 2023.

9. 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.

10. 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.

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