TY - CHAP A1 - Krüger, Max A1 - Lausser, Ludwig T1 - Identifying Key Features in Aggregated Real-Life AIS-Messages for Classification of Maritime Vessels by Random Forests T2 - 2023 26th International Conference on Information Fusion (FUSION) UR - https://doi.org/10.23919/FUSION52260.2023.10224109 KW - Classification KW - key features KW - AIS KW - aggregated messages KW - performance evaluation KW - experimental comparison KW - maritime surveillance systems Y1 - 2023 UR - https://doi.org/10.23919/FUSION52260.2023.10224109 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Lausser, Ludwig A1 - Szekely, Robin A1 - Kessler, Viktor A1 - Schwenker, Friedhelm ED - Pancioni, Luca ED - Schwenker, Friedhelm ED - Trentin, Edmondo T1 - Selecting Features from Foreign Classes T2 - Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop, ANNPR 2018, Siena, Italy, September 19–21, 2018: Proceedings UR - https://doi.org/10.1007/978-3-319-99978-4_5 Y1 - 2018 UR - https://doi.org/10.1007/978-3-319-99978-4_5 SN - 978-3-319-99978-4 SN - 978-3-319-99977-7 SP - 66 EP - 77 PB - Springer CY - Cham ER - TY - CHAP A1 - Bellmann, Peter A1 - Lausser, Ludwig A1 - Kestler, Hans A. ED - Torsello, Andrea ED - Rossi, Luca ED - Pelillo, Marcello ED - Biggio, Battista ED - Robles-Kelly, Antonio T1 - Experimental Analysis of Bidirectional Pairwise Ordinal Classifier Cascades T2 - Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshops, S+SSPR 2020, Padua, Italy, January 21–22, 2021: Proceedings UR - https://doi.org/10.1007/978-3-030-73973-7_6 KW - Ordinal classification KW - Ordinal classifier cascades Y1 - 2021 UR - https://doi.org/10.1007/978-3-030-73973-7_6 SN - 978-3-030-73973-7 SN - 978-3-030-73972-0 SP - 55 EP - 64 PB - Springer CY - Cham ER - TY - CHAP A1 - Bellmann, Peter A1 - Lausser, Ludwig A1 - Kestler, Hans A. A1 - Schwenker, Friedhelm ED - Del Bimbo, Alberto ED - Cucchiara, Rita ED - Sclaroff, Stan ED - Farinella, Giovanni Maria ED - Mei, Tao ED - Bertini, Marco ED - Escalante, Hugo Jair ED - Vezzani, Roberto T1 - Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario T2 - Pattern Recognition: ICPR International Workshops and Challenges: Virtual Event, January 10–15, 2021: Proceedings, Part VI UR - https://doi.org/10.1007/978-3-030-68780-9_58 KW - Ordinal classifier cascades KW - Ordinal classification KW - Pain intensity recognition KW - Physiological signals Y1 - 2021 UR - https://doi.org/10.1007/978-3-030-68780-9_58 SN - 978-3-030-68780-9 SN - 978-3-030-68779-3 SP - 773 EP - 787 PB - Springer CY - Cham ER - TY - CHAP A1 - Lausser, Ludwig A1 - Bertram, Christof A1 - Klopfleisch, Robert A1 - Aubreville, Marc ED - Deserno, Thomas Martin ED - Handels, Heinz ED - Maier, Andreas ED - Maier-Hein, Klaus H. ED - Palm, Christoph ED - Tolxdorff, Thomas T1 - Limits of Human Expert Ensembles in Mitosis Multi-expert Ground Truth Generation T2 - Bildverarbeitung für die Medizin 2023: Proceedings, German Workshop on Medical Image Computing, Braunschweig, July 2-4, 2023 UR - https://doi.org/10.1007/978-3-658-41657-7_27 Y1 - 2023 UR - https://doi.org/10.1007/978-3-658-41657-7_27 SN - 978-3-658-41657-7 SN - 978-3-658-41656-0 SP - 116 EP - 121 PB - Springer Vieweg CY - Wiesbaden ER - TY - CHAP A1 - Ganz, Jonathan A1 - Ammeling, Jonas A1 - Rosbach, Emely A1 - Lausser, Ludwig A1 - Bertram, Christof A1 - Breininger, Katharina A1 - Aubreville, Marc ED - Palm, Christoph ED - Breininger, Katharina ED - Deserno, Thomas Martin ED - Handels, Heinz ED - Maier, Andreas ED - Maier-Hein, Klaus H. ED - Tolxdorff, Thomas T1 - Is Self-supervision Enough? BT - Benchmarking Foundation Models Against End-to-end Training for Mitotic Figure Classification T2 - Bildverarbeitung für die Medizin 2025: Proceedings, German Conference on Medical Image Computing, Regensburg March 09–11, 2025 UR - https://doi.org/10.1007/978-3-658-47422-5_15 Y1 - 2025 UR - https://doi.org/10.1007/978-3-658-47422-5_15 SN - 978-3-658-47422-5 SP - 63 EP - 68 PB - Springer Vieweg CY - Wiesbaden ER -