Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Unmasking Clever Hans predictors and assessing what machines really learn
Lapuschkin, S.; Wäldchen, S.; Binder, A.; Montavon, G.; Samek, W.; Müller, K.-R.
Journal Article
2018Pathophysiological mechanisms of neuropathic pain: comparison of sensory phenotypes in patients and human surrogate pain models
Vollert, J,; Magerl, W.; Baron, R.; Binder, A.; Enax-Krumova, E.; Geisslinger, G.; Gierthmühlen, J.; Henrich, F.; Hüllemann, P.; Klein, T.; Lötsch, J.; Maier, C.; Oertel, B.; Schuh-Hofer, S.; Tölle, T.; Treede, R.-D.
Journal Article
2018Understanding and Comparing Deep Neural Networks for Age and Gender Classification
Samek, W.; Binder, A.; Lapuschkin, S.; Müller, K.-R.
Conference Paper
2017Evaluating the Visualization of What a Deep Neural Network Has Learned
Samek, W.; Binder, A.; Montavon, G.; Lapuschkin, S.; Müller, K.R.
Journal Article
2017Explaining nonlinear classification decisions with deep Taylor decomposition
Montavon, G.; Lapuschkin, S.; Binder, A.; Samek, W.; Müller, K.-R.
Journal Article
2017Object boundary detection and classification with image-level labels
Koh, J.Y.; Samek, W.; Müller, K.-R.; Binder, A.
Conference Paper
2016Analyzing classifiers: Fisher vectors and deep neural networks
Bach, S.; Binder, A.; Montavon, G.; Müller, K.-R.; Samek, W.
Conference Paper
2016Controlling explanatory heatmap resolution and semantics via decomposition depth
Bach, S.; Binder, A.; Müller, K.-R.; Samek, W.
Conference Paper
2016Layer-wise relevance propagation for deep neural network architectures
Binder, A.; Bach, S.; Montavon, G.; Müller, K.-R.; Samek, W.
Conference Paper
2016Layer-wise relevance propagation for neural networks with local renormalization layers
Binder, A.; Montavon, G.; Lapuschkin, S.; Müller, K.-R.; Samek, W.
Conference Paper
2016The LRP toolbox for artificial neural networks
Lapuschkin, S.; Binder, A.; Montavon, G.; Müller, K.-R.; Samek, W.
Journal Article
2015On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation
Bach, S.; Binder, A.; Montavon, G.; Klauschen, F.; Muller, KR.; Samek, W.
Journal Article
2014Keeping risks at bay - improving a test method to reliably quantify the capability of capillary active interior insulation
Binder, Andrea; Zirkelbach, Daniel; Künzel, Hartwig M.
Conference Paper
2014Machine learning for visual concept recognition and ranking for images
Binder, A.; Samek, W.; Müller, K.-R.; Kawanabe, M.
Book Article
2014Multi-modal identification and tracking of vehicles in partially observed environments
Becker, Daniel; Binder, Alexander; Einsiedler, Jens; Radusch, Ilja
Conference Paper
2013Enhanced representation and multi-task learning for image annotation
Binder, A.; Samek, W.; Müller, K.R.; Kawanabe, M.
Journal Article
2013Feuchtetechnische Auslegung: Beurteilung von Innendämm-Systemen
Künzel, Hartwig M.; Binder, Andrea; Zirkelbach, Daniel
Journal Article
2013Identification of vehicle tracks and association to wireless endpoints by multiple sensor modalities
Becker, Daniel; Einsiedler, Jens; Schäufele, Bernd; Binder, Alexander; Radusch, Ilja
Conference Paper
2013Maschinelles Lernen, Mustererkennung in der Bildverarbeitung
Binder, Alexander; Meinecke, Frank C.; Bießmann, Felix; Kawanabe, Motoaki; Müller, Klaus-Robert
Book Article
2013Method and System for the automatic analysis of an image of a biological sample
Kawanabe, Motoaki; Binder, Alexander
Patent
2013A new approach to measure liquid transport in capillary active interior insulation
Binder, Andrea; Künzel, Hartwig M.; Zirkelbach, Daniel
Conference Paper
2013Wireless surface acoustic wave pressure and temperature sensor with unique identification based on LiNbO3
Binder, A.; Bruckner, G.; Schobernig, N.; Schmitt, D.
Journal Article
2012Ein abschätzender Blick in die Zukunft
Binder, Andrea; Künzel, Hartwig M.; Zirkelbach, Daniel
Journal Article
2012Insights from classifying visual concepts with multiple kernel learning
Binder, A.; Nakajima, S.; Kloft, M.; Müller, C.; Samek, W.; Brefeld, U.; Müller, K.R.; Kawanabe, M.
Journal Article
2012On taxonomies for multi-class image categorization
Binder, A.; Müller, K.-R.; Kawanabe, M.
Journal Article
2012Praxisgerechte Beurteilung und Quantifizierung der Kapillaraktivität von Innendämmmaterialien
Binder, Andrea; Zirkelbach, Daniel; Künzel, Hartwig M.; Fitz, Cornelia
Journal Article
2011A hybrid supervised-unsupervised vocabulary generation algorithm for visual concept recognition
Binder, A.; Wojcikiewicz, W.; Müller, C.; Kawanabe, M.
Conference Paper
2011The joint submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the image CLEF 2011 photo annotation task
Binder, A.; Samek, W.; Kloft, M.; Müller, C.; Müller, K.-R.; Kawanabe, M.
Conference Paper
2011Kapillaraktive Innendämmung - Bewertung und Wirkung
Binder, Andrea; Zirkelbach, Daniel; Künzel, Hartwig M.
Conference Paper
2011Kapillaraktive Innendämmungen - Wirkung und Beurteilung
Zirkelbach, Daniel; Binder, Andrea; Künzel, Hartwig M.
Conference Paper
2011Mit neuen Kennwerten genauer rechnen
Zirkelbach, D.; Binder, A.
Journal Article
2011Multi-modal visual concept classification of images via Markov random walk over tags
Kawanabe, M.; Binder, A.; Müller, C.; Wojcikiewicz, W.
Conference Paper
2011Multi-task learning via non-sparse multiple kernel learning
Samek, W.; Binder, A.; Kawanabe, M.
Conference Paper
2011Praxisgerechte Beurteilung und Quantifizierung der Kapillaraktivität von Innendämmmaterialien
Binder, Andrea; Zirkelbach, Daniel; Künzel, Hartwig M.; Fitz, Cornelia
Journal Article
2010Bemessung von Innendämmungen
Künzel, H.; Binder, A.; Zirkelbach, D.
Conference Paper
2010Efficient classification of images with taxonomies
Binder, A.; Kawanabe, M.; Brefeld, U.
Conference Paper
2010Enhancing recognition of visual concepts with primitive color histograms via non-sparse multiple kernel learning
Binder, A.; Kawanabe, M.
Conference Paper
2010New method to quantify liquid transport inside hydrophilic interior insulation materials
Binder, A.; Zirkelbach, D.; Künzel, H.M.
Conference Paper
2010Shrinking large visual vocabularies using multi-label agglomerative information bottleneck
Wojcikiewicz, W.; Binder, A.; Kawanabe, M.
Conference Paper
2010Test method to quantify the wicking properties of insulation materials designed to prevent interstitial condensation
Binder, A.; Zirkelbach, D.; Künzel, H.M.
Conference Paper
2010Test method to quantify the wicking properties of porous insulation materials designed to prevent interstitial condensation
Binder, A.; Zirkelbach, D.; Künzel, H.
Conference Paper
2009A procedure of adaptive kernel combination with kernel-target alignment for object classification
Kawanabe, M.; Nakajima, S.; Binder, A.
Conference Paper