Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2019Combination of sensor-embedded and secure server-distributed artificial intelligence for healthcare applications
Gembaczka, Pierre; Heidemann, Burkhard; Bennertz, Bernhard; Gröting, Wolfgang; Norgall, Thomas; Seidl, Karsten
Journal Article
2019Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning
Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens
Conference Paper
2019Managing Uncertainty of AI-based Perception for Autonomous Systems
Henne, Maximilian; Schwaiger, Adrian; Weiß, Gereon
Conference Paper
2019A mixture of experts approach to handle ambiguities in parameter identification problems in material modeling
Morand, L.; Helm, D.
Journal Article
2019Using neural networks to detect objects in MLS point clouds based on local point neighborhoods
Borgmann, Björn; Hebel, Marcus; Arens, Michael; Stilla, Uwe
Conference Paper
2018Aesthetic discrimination of graph layouts
Klammler, M.; Mchedlidze, T.; Pak, Alexey
Conference Paper
2018Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf
Conference Paper
2018Detection of vehicles in multisensor data via multibranch convolutional neural networks
Schilling, Hendrik; Bulatov, Dimitri; Niessner, Robin; Middelmann, Wolfgang; Soergel, Uwe
Journal Article
2018A novel Bayesian model incorporating deep neural network and statistical shape model for pancreas segmentation
Ma, Jingting; Lin, Feng; Wesarg, Stefan; Erdt, Marius
Conference Paper
2017Deep cross-domain flying object classification for robust UAV detection
Schumann, A.; Sommer, L.; Klatte, J.; Schuchert, Tobias; Beyerer, Jürgen
Conference Paper
2017Impacts of a forecast-based operation strategy for grid-connected PV storage systems on profitability and the energy system
Teichtmann, Lukas; Klingler, Anna-Lena
Conference Paper
2017Impacts of a forecast-based operation strategy for grid-connected PV storage systems on profitability and the energy system
Klingler, Anna-Lena; Teichtmann, Lukas
Journal Article
2017Know thy neighbor - a data-driven approach to neighborhood estimation in VANETs
Roscher, Karsten; Nitsche, Thomas; Knorr, Rudi
Conference Paper
2017Material-based process-chain optimization in metal forming
Morand, L.; Pagenkopf, J.; Helm, D.
Journal Article, Conference Paper
2017Projecting our past to the future - challenges and results
Papaefthymiou, M.; Nikolakopoulou, V.; Leventis, G.; Domajnko, Matevz; Ioannides, M.; Papagiannakis, G.; Santos, Pedro
Conference Paper
2015Design, implementation, and assessment of predictive cognitive channel access for industrial communication in the 2.4 GHz ISM band
Pant, Dheeraj
: Mähönen, Petri (Supervisor); Petrova, Marina (Supervisor); Achtzehn, Andreas (Supervisor); Saad, Ahmad (Supervisor)
Master Thesis
2014Solving the forward kinematics of cable-driven parallel robots with neural networks and interval arithmetic
Schmidt, Valentin; Müller, Bertram; Pott, Andreas
Conference Paper
2013Cognitive parameter adaption in regular control structures
Schmid, Martin; Berger, Simon; Reinhart, Gunther
Conference Paper
2012Structural, syntactic, and statistical pattern recognition. Joint IAPR International Workshop, SSPR & SPR 2012
: Gimel'farb, Georgy (Ed.); Hancock, Edwin (Ed.); Imiya, Atsushi (Ed.); Kuijper, Arjan (Ed.); Kudo, Mineichi (Ed.); Omachi, Shinichiro (Ed.); Windeatt, Terry (Ed.); Yamada, Keiji (Ed.)
Conference Proceedings
2010Decision tree classifier for character recognition combining support vector machines and artificial neural networks
Grafmüller, M.; Beyerer, J.; Kroschel, K.
Conference Paper
2009Fault detection in discrete event based distributed systems by forecasting message sequences with neural networks
Langer, F.; Eilers, D.; Knorr, R.
Conference Paper
2007Forecasting a logistic service demand based on neural network
Zhou, L.; Heimann, B.; Clausen, U.
Conference Paper
2007Qualitätsbasierte Überwachung und Regelung von Spritzgießprozessen mit NEPRES
Neher, Joachim; Schmidberger, Ernst
Conference Paper
2006Prediction of delays in public transportation using neural networks
Peters, J.; Emig, B.; Jung, M.; Schmidt, S.
Conference Paper
2004Artificial neural networks for object recognition and localization
Yuan, C.
Dissertation
2003Identification and predictive control of laser beam welding using neural networks
Bollig, A.; Abel, D.; Kratzsch, C.; Kaierle, S.
Conference Paper
2002Neural motion and evolutionary decision in robotic competition applied for molecular machine system design
Silva, A.C. da
Conference Paper
2002Phi-scatterometry for integrated linewidth and process control in DRAM manufacturing
Hettwer, A.; Benesch, N.; Schneider, C.; Pfitzner, L.; Ryssel, H.
Journal Article
2002Robo-Salamander: An approach for the benefit of both robotics and biology
Breithaupt, R.; Dahnke, J.; Zahedi, K.; Hertzberg, J.; Pasemann, F.
Conference Paper
2001The "echo state" approach to analysing and training recurrent neural networks
Jaeger, H.
Report
2001Adaptive and economic data representation in control architectures of real world robots
Fischer, J.; Breithaupt, R.; Bode, M.
Conference Paper
2001A modeling approach for mechatronic systems - modeling and simulation of an elevator system
Schneider, P.; Huck, E.; Schwarz, P.
Conference Paper
2001Process monitoring in chemical plants using neural networks
Neumann, J.; Deerberg, G.; Schlüter, S.; Fahlenkamp, H.
Conference Paper
2001Short term memory in echo state networks
Jaeger, H.
Book
2001An unsupervised neural network for stock prediction
Chan, T.K.; Tan, E.C.; Haralalka, N.
Conference Paper
2000Assessment and Identification of Undesired States in Chemical Semibatch Reactors Using Neural Networks
Hessel, Günther; Kryk, H.; Schmitt, Wilfried; Seiler, T.; Weiß, Frank-Peter; Deerberg, Görge; Neumann, Joachim
Conference Paper
2000Automatic Tuning of Electronic Circuits
Westkämper, E.; Kischkat, R.
Conference Paper
1999Early detection and identification of undesirable states in chemical plants using neural networks
Neumann, J.; Deerberg, G.; Schlüter, S.; Schmitt, W.; Hessel, G.
Conference Paper
1999Fehler früh erkennen - Verbesserte Qualitätssicherung für pharmazeutische Anlagen durch neuronale Netze
Neumann, J.
Journal Article
1999Zur Früherkennung sicherheitsrelevanter Betriebszustände in Chemieanlagen mit neuronalen Netzen
Neumann, J.
Dissertation
1998Altkunststoffe schnell erkennen - Gleitfunken-Spektren mit neuronalen Netzen klassifizieren
Neumann, J.; Seidel, T.
Journal Article
1998Analyse schaltender und driftender Dynamik mit neuronalen Netzen
Kohlmorgen, J.
Dissertation
1998Bedarfsgeregelte Lüftung
Endres, H.-E.
Book Article
1998Früherkennung gefährlicher Betriebszustände in Chemieanlagen mit neuronalen Netzen
Schlüter, S.; Neumann, J.; Steiff, A.; Schmitt, W.; Hessel, G.; Vorst, K. van der; Weiß, F.-P.
Journal Article
1998Früherkennung sicherheitsrelevanter Betriebszustände in Chemieanlagen mit neuronalen Netzen
Neumann, J.; Deerberg, G.; Schlüter, S.
Journal Article
1998Früherkennung sicherheitsrelevanter Betriebszustände in Chemieanlagen mit neuronalen Netzen
Neumann, J.; Deerberg, G.; Schlüter, S.
Conference Paper
1998Früherkennung sicherheitsrelevanter Betriebszustände in Chemieanlagen mit neuronalen Netzen
Neumann, J.; Deerberg, G.; Schlüter, S.
Conference Paper
1998Laser-induced breakdown spectroscopy for polymer identification
Sattmann, R.; Mönch, I.; Krause, H.; Noll, R.; Couris, S.; Hatziapostolou, A.; Mavromanolakis, A.; Fotakis, C.; Larrauri, E.; Miguel, R.
Journal Article
1998Training für die Anlage. Früherkennung sicherheitsrelevanter Betriebszustände in Chemieanlagen mit neuronalen Netzen
Neumann, J.; Deerberg, G.; Schlüter, S.
Journal Article
1997High speed identification of polymers by laser-induced breakdown spectroscopy
Mönch, I.; Sattmann, R.; Noll, R.
Conference Paper
1997Inter-patient analysis of tomographic data
Busch, C.
Conference Paper
1997Signal evaluation of gas sensors with neural nets
Endres, H.-E.
Conference Paper
1996Color recipe prediction by artificial neural networks
Wölker, M.; Kolk, M.; Kettler, W.H.; Spehl, J.
Journal Article
1996Modelling of Interaction in Environment and Cod Using a Neural Network
Fuchs, F.
Conference Paper
1996Online-Prozeßoptimierung für aufgeladene Dieselmotoren
Bauer, M.; Bredenbeck, J.; Krause, F.-L.; Pucher, H.; Raubold, W.
Journal Article
1996SIMB. System zum Lernen durch Vorzeigen bei der Auswertung medizinischer Bilder
Heinze, N.; Korn, A.
Conference Paper
1996SIOB. Integration modularer und wissensbasierter Komponenten zur sichtgestützten Inspektion von Objekten in industrieller Umgebung
Korn, A.; Heinze, N.; Glesner, M.; König, A.; Ortmann, S.
Conference Paper
1996SIOB: System zum Lernen durch Vorzeigen bei der optischen Oberflächenprüfung
Heinze, N.; Korn, A.
Conference Paper