PUB - Publikationen an der Universität Bielefeld

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• [31]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135

  van Kevelaer, R., Langenkämper, D., Nilssen, I., Buhl-Mortensen, P., & Nattkemper, T. W. (2023). A data science approach for multi-sensor marine observatory data monitoring cold water corals (Paragorgia arborea) in two campaigns. PLOS ONE, 18(7), e0282723. https://doi.org/10.1371/journal.pone.0282723

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• [30]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979717

  Momber, A. W., Langenkämper, D., Möller, T., & Nattkemper, T. W. (2023). The exploration and annotation of large amounts of visual inspection data for protective coating systems on stationary marine steel structures. Ocean Engineering, 278, 114337. https://doi.org/10.1016/j.oceaneng.2023.114337

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• [29]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165

  Kloster, M., Burfeid-Castellanos, A. M., Langenkämper, D., Nattkemper, T. W., & Beszteri, B. (2023). Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint. PLOS ONE, 18(2), e0272103. https://doi.org/10.1371/journal.pone.0272103

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• [28]
  

  2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968512

  Momber, A., Langenkämper, D., Möller, T., & Nattkemper, T. W. (2023). Eine Online-Plattform für die Verarbeitung digitaler visueller Daten zur Zustandsbeschreibung von Beschichtungssystemen an maritimen Stahlbauten. Stahlbau . https://doi.org/10.1002/stab.202200080

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• [27]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2965093

  Langenkämper, D., Mogstad, A. A., Hansen, I. M., Baussant, T., Bergsagel, O., Nilssen, I., Frost, T. K., et al. (2022). Exploring time series of hyperspectral images for cold water coral stress response analysis. PLoS ONE , 17(8), e0272408. https://doi.org/10.1371/journal.pone.0272408

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• [26]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556

  Tan, M., Langenkämper, D., & Nattkemper, T. W. (2022). The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects. Sensors, 22(14), 5383. https://doi.org/10.3390/s22145383

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• [25]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962701

  Momber, A. W., Nattkemper, T. W., Langenkämper, D., Möller, T., Bruen, D., Schaumann, P., & Shojai, S. (2022). Corrigendum to “A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structures” [Renew. Energy 186 (2022) 957–973]. Renewable Energy , 188, 1184. https://doi.org/10.1016/j.renene.2022.02.079

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• [24]
  

  2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960547

  Momber, A. W., Nattkemper, T. W., Langenkämper, D., Möller, T., Brün, D., Schaumann, P., & Shojai, S. (2022). A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structures. Renewable Energy. https://doi.org/10.1016/j.renene.2022.01.022

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• [23]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2952736

  Canals, M., Pham, C. K., Bergmann, M., Gutow, L., Hanke, G., van Sebille, E., Angiolillo, M., et al. (2021). The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects. Environmental Research Letters , 16(2), 023001. https://doi.org/10.1088/1748-9326/abc6d4

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• [22]
  

  2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960196

  Momber, A. W., Möller, T., Langenkämper, D., Nattkemper, T. W., & Bruen, D. (2021). A Digital Twin concept for the prescriptive maintenance of protective coating systems on wind turbine structures. Wind Engineering, 0309524X211060550. https://doi.org/10.1177/0309524X211060550

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• [21]
  

  2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2956291

  Momber, A., Nattkemper, T. W., Langenkämper, D., Möller, T., Bruen, D., Schaumann, P., & Shojai, S. (2021). Digitalisierung und Verarbeitung von Sensordaten für die Zustandsbewertung von Oberflächenschutzsystemen stählerner Türme von Onshore-Windenergieanlagen. Stahlbau, 90(7), 528-541. https://doi.org/10.1002/stab.202100020

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• [20]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723

  Kloster, M., Langenkämper, D., Zurowietz, M., Beszteri, B., & Nattkemper, T. W. (2020). Deep learning-based diatom taxonomy on virtual slides. Scientific Reports, 10(1), 14416. https://doi.org/10.1038/s41598-020-71165-w

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• [19]
  

  2020 | Bielefelder E-Dissertation | PUB-ID: 2941174

  Langenkämper, D. (2020). Data-driven models for taxonomic classification in marine science. Bielefeld: Universität Bielefeld. https://doi.org/10.4119/unibi/2941174

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• [18]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381

  Langenkämper, D., Zurowietz, M., Schoening, T., & Nattkemper, T. W. (2020). Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science, 7, 617268. doi:10.3389/fmars.2020.617268

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• [17]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775

  Schoening, T., Purser, A., Langenkämper, D., Suck, I., Taylor, J., Cuvelier, D., Lins, L., et al. (2020). Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison. BIOGEOSCIENCES, 17(12), 3115-3133. doi:10.5194/bg-17-3115-2020

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• [16]
  

  2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758

  Langenkämper, D., van Kevelaer, R., Purser, A., & Nattkemper, T. W. (2020). Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification. Frontiers in Marine Science, 7, 506. doi:10.3389/fmars.2020.00506

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• [15]
  

  2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069

  Langenkämper, D., Simon-Lledó, E., Hosking, B., Jones, D. O. B., & Nattkemper, T. W. (2019). On the impact of Citizen Science-derived data quality on deep learning based classification in marine images. PLOS ONE, 14(6), e0218086. https://doi.org/10.1371/journal.pone.0218086

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• [14]
  

  2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366

  Zurowietz, M., Langenkämper, D., & Nattkemper, T. W. (2019). BIIGLE2Go - A scalable image annotation system for easy deployment on cruises. Proceedings of IEEE OCEANS 2019. doi:10.1109/OCEANSE.2019.8867417

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• [13]
  

  2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705

  Möller, T., Langenkämper, D., & Nattkemper, T. W. (In Press). Wind turbine segmentation performing kNN-clustering on superpixel segmentations. In L. Bruzzone & F. Bovolo (Eds.), Image and Signal Processing for Remote Sensing XXV. Proceedings: Vol. 11155. Image and Signal Processing for Remote Sensing XXV

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• [12]
  

  2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066

  Zurowietz, M., Langenkämper, D., Hosking, B., Ruhl, H., & Nattkemper, T. W. (2018). MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration . PLoS ONE, 13(11), e0207498. doi:10.1371/journal.pone.0207498

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• [11]
  

  2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039

  Langenkämper, D., van Kevelaer, R., & Nattkemper, T. W. (Accepted). Strategies for Tackling the Class Imbalance Problem in Marine Image Classification. Presented at the International Conference on Pattern Recognition 2018, Computer Vision for Automated Analysis of Underwater Imagery Workshop, Beijing.

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• [10]
  

  2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190

  Langenkämper, D., Zurowietz, M., Schoening, T., & Nattkemper, T. W. (2017). BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science, 4(March), 83. doi:10.3389/fmars.2017.00083

  PUB | Dateien verfügbar | DOI | WoS
   
• [9]
  

  2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477

  Ahmed Raza, S. E., Langenkämper, D., Sirinukunwattana, K., Epstein, D., Nattkemper, T. W., & Rajpoot, N. M. (2016). Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Mining, 9(1), 11. doi:10.1186/s13040-016-0088-2

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• [8]
  

  2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943

  Langenkämper, D., Jakobi, T., Feld, D., Jelonek, L., Goesmann, A., & Nattkemper, T. W. (2016). Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations. Frontiers in Genetics, 7, 5. doi:10.3389/fgene.2016.00005

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• [7]
  

  2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670

  Langenkämper, D., & Nattkemper, T. W. (Accepted). COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data. Proceedings of the International Conference on Pattern Recognition (ICPR)

  PUB
   
• [6]
  

  2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947

  Schoening, T., Langenkämper, D., Steinbrink, B., Brün, D., & Nattkemper, T. W. (In Press). Rapid image processing and classification in underwater exploration using advanced high performance computing. Proc. of the IEEE Oceans

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• [5]
  

  2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712

  Langenkämper, D., Goesmann, A., & Nattkemper, T. W. (2014). AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization. BMC Bioinformatics, 15(1), 384. doi:10.1186/s12859-014-0384-0

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• [4]
  

  2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783

  Kölling, J., Langenkämper, D., Sylvie, A., Michale, K., & Nattkemper, T. W. (2012). WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages. Bioinformatics, 28(8), 1143-1150. doi:10.1093/bioinformatics/bts104

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• [3]
  

  2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232

  Loyek, C., Kölling, J., Langenkämper, D., Niehaus, K., & Nattkemper, T. W. (2011). A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages. In J. Gama, E. Bradley, & J. Hollmén (Eds.), Lecture Notes in Computer Science: Vol. 7014. Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings (pp. 258-269). Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-24800-9_25

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• [2]
  

  2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237

  Langenkämper, D., Kölling, J., Khan, M., Rajpoot, N., & Nattkemper, T. W. (2011). Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis. Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland.

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• [1]
  

  2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705

  Langenkämper, D., Kölling, J., Abouna, S., Khan, M., Niehaus, K., & Nattkemper, T. W. (2011). TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.

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