TY - JOUR A1 - Bayat, Zeinab A1 - Dindar, Serdar A1 - Güldür Erkal, Burcu T1 - Deep Learning for Post-earthquake Road Blockage and Debris Detection in Resource-Limited Contexts JF - Journal of the Indian Society of Remote Sensing KW - post-disaster assessment KW - debris detection KW - satellite imagery KW - deep learning Y1 - 2025 U6 - https://doi.org/10.1007/s12524-025-02394-7 SN - 0255-660X IS - 29 PB - Springer Science and Business Media LLC ER - TY - JOUR A1 - Triantafyllopoulos, Andreas A1 - Schuller, Björn W. A1 - İymen, Gökçe A1 - Sezgin, Metin A1 - He, Xiangheng A1 - Yang, Zijiang A1 - Tzirakis, Panagiotis A1 - Liu, Shuo A1 - Mertes, Silvan A1 - André, Elisabeth A1 - Fu, Ruibo A1 - Tao, Jianhua ED - Popovic, Zoya T1 - An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era BT - Special Issue: Affective Computing JF - Proceedings of the IEEE KW - affective computing KW - deep learning KW - emotional voice conversion (EVC) KW - speech synthesis Y1 - 2023 UR - https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/deliver/index/docId/104403/file/104403.pdf U6 - https://doi.org/10.1109/jproc.2023.3250266 SN - 0018-9219 SN - 1558-2256 VL - 111 IS - 10 SP - 1355 EP - 1381 PB - Institute of Electrical and Electronics Engineers (IEEE) CY - Piscataway, New Jersey ER - TY - JOUR A1 - Sellner, Jan A1 - Studier-Fischer, Alexander A1 - Bin Qasim, Ahmad A1 - Seidlitz, Silvia A1 - Schreck, Nicholas A1 - Tizabi, Minu A1 - Wiesenfarth, Manuel A1 - Kopp-Schneider, Annette A1 - Heinecke, Janne A1 - Brandt, Jule A1 - Knödler, Samuel A1 - Haney, Caelan Max A1 - Salg, Gabriel A1 - Özdemir, Berkin A1 - Dietrich, Maximilian A1 - Michel, Maurice Stephan A1 - Nickel, Felix A1 - Kowalewski, Karl-Friedrich A1 - Maier-Hein, Lena T1 - Xeno-Learning: Knowledge Transfer Across Species in Deep Learning-Based Spectral Image Analysis KW - hyperspectral imaging KW - surgical scene segmentation KW - tissue classification KW - domain generalization KW - deep learning KW - hyperspectral imaging; surgical scene segmentation; tissue classification; domain generalization; Y1 - 2024 U6 - https://doi.org/10.48550/arXiv.2410.19789 ER - TY - JOUR A1 - Schellenberg, Melanie A1 - Dreher, Kris K. A1 - Holzwarth, Niklas A1 - Isensee, Fabian A1 - Reinke, Annika A1 - Schreck, Nicholas A1 - Seitel, Alexander A1 - Tiziabi, Minu D. A1 - Maier-Hein, Lena A1 - Gröhl, Janek T1 - Semantic Segmentation of Multispectral Photoacoustic Images Using Deep Learning JF - Photoacoustics KW - medical image segmentation KW - deep learning KW - multispectral imaging KW - photoacoustics KW - optoacoustics Y1 - 2022 U6 - https://doi.org/10.1016/j.pacs.2022.100341 SN - 2213-5979 VL - 26 IS - 2022,June PB - Elsevier ER - TY - JOUR A1 - Kratsch, Wolfgang A1 - Manderscheid, Jonas A1 - Röglinger, Maximilian A1 - Seyfried, Johannes T1 - Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction JF - Business & information systems engineering KW - predictive process monitoring KW - business process management KW - outcome prediction KW - deep learning KW - machine learning Y1 - 2020 U6 - https://doi.org/10.1007/s12599-020-00645-0 SN - 1867-0202 VL - 63 IS - 2021,3 SP - 261 EP - 276 ER - TY - JOUR A1 - Oğuz, Faruk Enes A1 - Alkan, Ahmet A1 - Schöler, Thorsten T1 - Emotion Detection from ECG Signals with Different Learning Algorithms and Automated Feature Engineering JF - Signal, Image and Video Processing KW - emotion detection KW - machine learning KW - deep learning KW - ECG KW - BiLSTM Y1 - 2023 U6 - https://doi.org/10.1007/s11760-023-02606-y SN - 1863-1711 ER -