Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021An Explainable Multimodal Neural Network Architecture for Predicting Epilepsy Comorbidities Based on Administrative Claims Data
Linden, Thoma; Jong, J. de; Lu, C.; Kiri, V.; Haeffs, K.; Fröhlich, H.
Journal Article
2021From Black-box to White-box: Examining Confidence Calibration under different Conditions
Schwaiger, Franziska; Henne, Maximilian; Küppers, Fabian; Schmoeller Roza, Felippe; Roscher, Karsten; Haselhoff, Anselm
Conference Paper
2021A Survey on the Explainability of Supervised Machine Learning
Burkart, Nadia; Huber, Marco F.
Journal Article
20203D-Reconstruction and Semantic Segmentation of Cystoscopic Images
Negassi, Misgana; Parupalli, Ujwala; Suarez-Ibarrola, Rodrigo; Schmitt, Annette; Hein, Simon; Miernik, Arkadiusz; Reiterer, Alexander
Conference Paper
2020Deep Learning Based Fall Detection Algorithms for Embedded Systems, Smartwatches, and IoT Devices Using Accelerometers
Kraft, Dimitri; Srinivasan, Karthik; Bieber, Gerald
Journal Article
2020Defect Shape Detection and Defect Reconstruction in Active Thermography by means of Two-Dimensional Convolutional Neural Network as well as Spatiotemporal Convolutional LSTM Network
Müller, David; Netzelmann, Udo; Valeske, Bernd
Journal Article
2020Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation
Mimilakis, Stylianos Ioannis; Drossos, Konstantinos; Cano, Estefanía; Schuller, Gerald
Journal Article
2020Fast and Accurate DRAM Simulation: Can we Further Accelerate it?
Feldmann, Johannes; Kraft, Kira; Steiner, Lukas; Wehn, Norbert; Jung, Matthias
Conference Paper
2020GuiltyTargets: Prioritization of Novel Therapeutic Targets with Deep Network Representation Learning
Muslu, Özlem; Hoyt, Charles Tapley; Lacerda, Mauricio Pio de; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2020Head localization and orientation by pruned neural networks in thermal images - a method for a robust and automatic pain detection
Wiede, Christian; Stender, David; Grabmaier, Anton
Journal Article, Conference Paper
2020Investigation and Implementation of Machine Learning Algorithms for Condition Monitoring of Piezoelectrically Driven Micropumps
Trautmann, Mauriz
Master Thesis
2020Neural network for analyzing prostate cancer tissue microarrays
Bauer, Markus; Zürner, Sebastian; Popp, Georg; Kristiansen, Glen; Braumann, Ulf-Dietrich
Conference Paper
2020Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism
Philipp, Patrick; Jacob, Ruben; Robert, Sebastian; Beyerer, Jürgen
Conference Paper
2020Preventing Catastrophic Forgetting in Deep Learning Classifiers
González, Camila
: Kuijper, Arjan (1. Gutachter); Mukhopadhyay, Anirban (2. Gutachter)
Master Thesis
2020A Shape-Model based Loss for End-to-End Training of Neural Networks
Bohlender, Simon Peter
: Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)
Master Thesis
2020State-Of-Charge Estimation Including Uncertainty Analysis
Augustin, Beatrix
: Schmid, Ute (Betreuer); Lehmann, Thomas (Betreuer)
Master Thesis
2020STYLE: Style Transfer for Synthetic Training of a YoLo6D Pose Estimator
Pöllabauer, Thomas Jürgen
: Rojtberg, Pavel (1. Prüfer); Kuijper, Arjan (2. Prüfer)
Master Thesis
2020Transforming Seismocardiograms into Electrocardiograms by Applying Convolutional Autoencoders
Haescher, Marian; Hoepfner, Florian; Chodan, Wencke; Kraft, Dimitri; Aehnelt, Mario; Urban, Bodo
Conference Paper
2020Vibroarthrography using Convolutional Neural Networks
Kraft, Dimitri; Bieber, Gerald
Conference Paper
2020Visually-aware Recommendation System for Interior Design
Metzler, Simon Konstantin
: Kuijper, Arjan (1. Review); Yeste Magdaleno, Javier (2. Review)
Bachelor Thesis
2020What identifies a whale by its fluke? On the benefit of interpretable machine learning for whale identification
Kierdorf, J.; Garcke, J.; Behley, J.; Cheeseman, T.; Roscher, R.
Conference Paper
2019Automatisierte Geschäftsmodellanalysen mit Deep Neural Networks
Sachs, Moritz Karl
: Unbescheiden, Matthias (Betreuer); Buxmann, Peter (Betreuer)
Master Thesis
2019Detection of surface properties using image recognition techniques using deep learning algorithms
Dhanekula, Rakesh
: Urban, Bodo; Hoepfner, Florian; Haescher, Marian
Master Thesis
2019Forcing Interpretability for Deep Neural Networks through Rule-based Regularization
Burkart, Nadia; Huber, Marco; Faller, Philipp M.
Conference Paper
2019Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna
Conference Paper
2019Ubiquitous Person Detection and Identification in Smart Living Environments
Kubon, Philipp
: Kuijper, Arjan (1. Gutachten); Boutros, Fadi (2. Gutachten)
Bachelor Thesis
2019Unterwasserdetektion von Munitionsaltlasten auf Sonarbildern durch Convolutional Neural Networks
Sidin, Dennis
: Ferrein, Alexander (Betreuender Professor); Albadawi, Mohamad (Betreuender Mitarbeiter)
Bachelor Thesis
2018OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
: Stoyanov, Danail (Ed.); Taylor, Zaike (Ed.); Sarikaya, Duygu (Ed.); McLeod, Jonathan (Ed.); González Ballester, Miguel Angel (Ed.); Codella, Noel C.F. (Ed.); Martel, Anne (Ed.); Maier-Hein, Lena (Ed.); Malpani, Anand (Ed.); Zenati, Marco A. (Ed.); Ribaupierre, Sandrine de (Ed.); Xiongbiao, Luo (Ed.); Collins, Toby (Ed.); Reichl, Tobias (Ed.); Drechsler, Klaus (Ed.); Erdt, Marius (Ed.); Linguraru, Marius George (Ed.); Oyarzun Laura, Cristina (Ed.); Shekhar, Raj (Ed.); Wesarg, Stefan (Ed.); Celebi, M. Emre (Ed.); Dana, Kristin (Ed.); Halpern, Allan (Ed.)
Conference Proceedings
2017Fiber defect detection of inhomogeneous voluminous textiles
Siegmund, Dirk; Samartzidis, Timotheos; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Conference Paper
2016AAC encoding detection and bitrate estimation using a convolutional neural network
Seichter, Daniel; Cuccovillo, Luca; Aichroth, Patrick
Conference Paper
2015Weighted integration of neighbors distance ratio in multi-biometric fusion
Damer, Naser; Nouak, Alexander
Conference Paper
2013An efficient knowledge based system for the prediction of the technical feasibility of sheet metal forming processes
Steffes-lai, Daniela; Turck, Sven; Klimmek, Christian; Clees, Tanja
Conference Paper
2013Inspecting rapidly moving surfaces for small defects using CNN cameras
Blug, Andreas; Carl, Daniel; Höfler, Heinrich
Conference Paper
2013Synaptic behavior and STDP of asymmetric nanoscale memristors in biohybrid systems
Williamson, A.; Schumann, L.; Hiller, L.; Klefenz, F.; Hoerselmann, I.; Husar, P.; Schober, A.
Journal Article
2012Chip form classification in carbon steel turning through cutting force measurement and principal component analysis
Segreto, T.; Simeone, A.; Teti, R.
Conference Paper, Journal Article
1994Multiple imputation of missing data in a dairy breeding program
Diederich, J.; Finn, G.; Moulder, H.; Paaß, G.
1993Layout design using neural networks and Markov random fields
Paaß, G.
Conference Paper