Campus-Institut Data Science


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  • 2023 Journal Article | 
    ​ ​The Impacts of Quality-Oriented Dataset Labeling on Tree Cover Segmentation Using U-Net: A Case Study in WorldView-3 Imagery​
    Jiang, T.; Freudenberg, M.; Kleinn, C.; Ecker, A. & Nölke, N.​ (2023) 
    Remote Sensing15(6).​ DOI: 
    Details  DOI 
  • 2023 Journal Article | 
    ​ ​Species diversity of forest floor biota in non‐native Douglas‐fir stands is similar to that of native stands​
    Glatthorn, J.; Appleby, S.; Balkenhol, N. ; Kriegel, P.; Likulunga, L. E.; Lu, J. & Matevski, D. et al.​ (2023) 
    Ecosphere14(7).​ DOI: 
    Details  DOI 
  • 2022 Journal Article | Research Paper | 
    ​ ​BotanizeR: A flexible R package with Shiny app to practice plant identification for online teaching and beyond​
    Denelle, P.; Weigelt, P. ; Brambach, F.   & Kreft, H. ​ (2022) 
    Plants, People, Planet4(2) pp. 122​-127​.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​Mapping ex ante risks of COVID‐19 in Indonesia using a Bayesian geostatistical model on airport network data​
    Seufert, J. D.; Python, A.; Weisser, C.; Cisneros, E. ; Kis-Katos, K.   & Kneib, T. ​ (2022) 
    Journal of the Royal Statistical Society: Series A (Statistics in Society), art. rssa.12866​.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | Research Paper | 
    ​ ​An iterative topic model filtering framework for short and noisy user-generated data: analyzing conspiracy theories on twitter​
    Kant, G.; Wiebelt, L.; Weisser, C.; Kis-Katos, K. ; Luber, M. & Säfken, B.​ (2022) 
    International Journal of Data Science and Analytics,.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​Context-dependent selectivity to natural images in the retina​
    Goldin, M. A.; Lefebvre, B.; Virgili, S.; Pham Van Cang, M. K.; Ecker, A. ; Mora, T. & Ferrari, U. et al.​ (2022) 
    Nature Communications13(1).​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​Pseudo-document simulation for comparing LDA, GSDMM and GPM topic models on short and sparse text using Twitter data​
    Weisser, C.; Gerloff, C.; Thielmann, A.; Python, A.; Reuter, A.; Kneib, T.   & Säfken, B.​ (2022) 
    Computational Statistics,.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​Integrating Text Mining into the Curation of Disease Maps​
    Voskamp, M.; Vinhoven, L.; Stanke, F.; Hafkemeyer, S. & Nietert, M. M. ​ (2022) 
    Biomolecules12(9) pp. 1278​.​ DOI: 
    Details  DOI 
  • 2022 Journal Article
    ​ ​Naturalized alien floras still carry the legacy of European colonialism​
    Lenzner, B.; Latombe, G.; Schertler, A.; Seebens, H.; Yang, Q.; Winter, M. & Weigelt, P.  et al.​ (2022) 
    Nature Ecology & Evolution,.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​Open tools for quantitative anonymization of tabular phenotype data: literature review​
    Haber, A. C; Sax, U.   & Prasser, F.​ (2022) 
    Briefings in Bioinformatics, art. bbac440​.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics​
    Marmolejo‐Ramos, F.; Tejo, M.; Brabec, M.; Kuzilek, J.; Joksimovic, S.; Kovanovic, V. & González, J. et al.​ (2022) 
    Wiley Interdisciplinary Reviews. Data Mining and Knowledge Discovery,.​ DOI: 
    Details  DOI 
  • 2022 Journal Article | 
    ​ ​A seed‐like proteome in oil‐rich tubers​
    Niemeyer, P. W.; Irisarri, I. ; Scholz, P.; Schmitt, K.; Valerius, O. ; Braus, G. H.   & Herrfurth, C.  et al.​ (2022) 
    The Plant Journal112(2) art. tpj.15964​.​ DOI: 
    Details  DOI 
  • 2021 Journal Article | Research Paper | 
    ​ ​Introductory data science across disciplines, using Python, case studies, and industry consulting projects​
    Lasser, J.; Manik, D.; Silbersdorff, A. ; Säfken, B. & Kneib, T. ​ (2021) 
    Teaching Statistics43 pp. S190​-S200​.​ DOI: 
    Details  DOI 
  • 2021 Conference Abstract
    ​ ​The bumpy road of FAIRification in practice​
    Kusch, H. ; Bauer, C. R.; Bender, T.; Hügel, J. ; Kossen, R. ; Nussbeck, S. Y. & Sax, U. ​ (2021)
    ​66. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e. V. (GMDS), 12. Jahreskongress der Technologie- und Methodenplattform für die vernetzte medizinische Forschung e. V. (TMF)​, virtuell. DOI: 
    Details  DOI 

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