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Smart Data & Knowledge Services

Publications

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  1. 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.

  2. Revisiting the Shape-Bias of Deep Learning for Dermoscopic Skin Lesion Classification

    In: Guang Yang; Angelica Aviles-Rivero; Michael Roberts; Carola-Bibiane Schönlieb (Hrsg.). Annual Conference on Medical Image Understanding and …

  3. TSInsight: A local-global attribution framework for interpretability in time-series data

    In: Sensors - Open Access Journal (Sensors), Vol. 21, Pages 1-16, MDPI, 11/2021.

  4. Junaid Younas; Shoaib Ahmed Siddiqui; Mohsin Munir; Muhammad Imran Malik; Faisal Shafait; Paul Lukowicz; Sheraz Ahmed

    Fi-Fo Detector: Figure and Formula Detection Using Deformable Networks

    In: Applied Sciences, Vol. 10, No. 18 (6460), Pages 1-16, MDPI, 9/2020.

  5. Adriano Lucieri; Huzaifa Sabir; Muhammad Shoaib Ahmed Siddiqui; Syed Tahseen Raza Rizvi; Brian Kenji Iwana; Seiichi Uchida; Andreas Dengel; Sheraz Ahmed

    Benchmarking Deep Learning Models for Classification of Book Covers

    In: Springer Singapore (Hrsg.). SN Computer Science, Vol. 1, No. Issue 3, Pages 1-16, Springer, Singapore, 5/2020.

  6. Muhammad Naseer Bajwa; Kaoru Muta; Muhammad Imran Malik; Shoaib Ahmed Siddiqui; Stephan Alexander Braun; Bernhard Homey; Andreas Dengel; Sheraz Ahmed

    Computer-Aided Diagnosis of Skin Diseases using Deep Neural Networks

    In: Applied Sciences, Vol. 10, No. 7, Pages 1-13, MDPI, 4/2020.

  7. Muhammad Ali Chatta; Muhammad Shoaib Ahmed Siddiqui; Moshin Munir; Ludger van Elst; Imran Malik; Andreas Dengel; Sheraz Ahmed

    DeepEX: Bridging the Gap Between Knowledge and Data Driven Techniques for Time Series Forecasting

    In: The 28th International Conference on Artificial Neural Networks. International Conference on Artificial Neural Networks (ICANN-2019), September …

  8. Muhammad Shoaib Ahmed Siddiqui; Imran Ali Fateh; Syed Tahseen Raza Rizvi; Andreas Dengel; Sheraz Ahmed

    DeepTabStR: Deep Learning based Table Structure Recognition

    In: IEEE (Hrsg.). International Conference on Document Analysis and Recognition. International Conference on Document Analysis and Recognition …

  9. Muhammad Shoaib Ahmed Siddiqui; Pervaiz Khan; Andreas Dengel; Sheraz Ahmed

    Rethinking Semantic Segmentation for Table Structure Recognition in Documents

    In: Proceedings - The 15th IAPR International Conference on Document Analysis and Recognition. International Conference on Document Analysis and …

  10. Mohsin Munir; Muhammad Shoaib Ahmed Siddiqui; Andreas Dengel; Sheraz Ahmed

    DeepAnT: A Deep Learning Approach for Unsupervised Anomaly Detection in Time Series

    In: IEEE Access, Vol. 7, Pages 1991-2005, IEEE, 12/2018.

Contact

Office:
Brigitte Selzer
Phone: +49 631 20575 1010


Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI)
Research Department Smart Data & Knowledge Services
Trippstadter Str. 122
67663 Kaiserslautern
Germany