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Journals paper

List of scientific papers authored by the project team members and acknowledging the DA4DTE project updated as of December 2024

Published

  • Gencer Sumbul, Begüm Demir, Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning, IEEE Transactions on Image Processing, vol. 32, pp. 4529-4542, 2023, doi: 10.1109/TIP.2023.3293776, 2023.
    https://arxiv.org/abs/2212.01261
  • Sergios-Anestis Kefalidis, Dharmen Punjani, Eleni Tsalapati, Konstantinos Plas, Maria-Aggeliki Pollali, Pierre Maret, Manolis Koubarakis, The question answering system GeoQA2 and a new benchmark for its evaluation, International Journal of Applied Earth Observation and Geoinformation, vol. 134, 104203, 2024, doi: 10.1016/j.jag.2024.104203.
    https://www.sciencedirect.com/science/article/pii/S1569843224005594
  • A. Mantas et al., Plato: A Semantic Data Cube System Using Ontology-Based Data Access Technologies in IEEE Access, vol. 12, pp. 130356-130374, 2024, doi: 10.1109/ACCESS.2024.3453494.
    https://ieeexplore.ieee.org/document/10670134
  • Leonard Hackel Kai Norman Clasen, Begüm Demir, ConfigILM: A General Purpose Configurable Library, for Combining Image and Language Models for Visual Question Answering, SoftwareX, 2024, doi: 10.1016/j.softx.2024.101731, 2024.
    https://www.sciencedirect.com/science/article/pii/S235271102400102X Journal paper under review
  • Leonard Hackel Kai Norman Clasen, Begüm Demir, ConfigILM: A General Purpose Configurable Library, for Combining Image and Language Models for Visual Question Answering, SoftwareX, 2024, doi: 10.1016/j.softx.2024.101731, 2024.
    https://www.sciencedirect.com/science/article/pii/S235271102400102X Journal paper under review

Under review

  • Jakob Hackstein, Gencer Sumbul, Kai Norman Clasen, and Begüm Demir, Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing, in minor review, 2024.
    https://arxiv.org/abs/2401.07782
  • Kai Norman Clasen, Leonard Hackel, Tom Burgert, Gencer Sumbul, Begüm Demir, Volker Markl, reBEN: Refined BigEarthNet Dataset for Remote Sensing Image Analysis, IEEE GRSM, in major review, 2024.
    https://arxiv.org/pdf/2407.03653

Books and books’ chapters

List of books and books’ chapters authored by the project team members and acknowledging the DA4DTE project updated as of December 2024

  • Manolis Koubarakis. Geospatial Data Science: A Hands-on Approach for Building Geospatial Applications Using Linked Data Technologies., ACM Books 51, ACM 2023, ISBN 979-8-4007-0740-7
    Available at https://dl.acm.org/doi/book/10.1145/3581906

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