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Journal Articles (11)
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Steinke, F., P.
Wolfrum and C. Hoffmann: Grid vs. storage in a 100%
renewable Europe, Renewable Energy 50, 826-832, (2013)
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Schaber, K., F. Steinke and T. Hamacher: Grid
Extensions for the Integration of Variable Renewable Energies in Europe: Who Benefits Where?, Energy Policy 43, 123-135, (2012)
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Schaber, K., F.
Steinke, P. Mühlich and T. Hamacher:
Parametric study of variable renewable energy integration in Europe: Advantages and costs of transmission grid extensions, Energy Policy 42,
498-508, (2012)
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E. Della Valle, I. Celino, D. Dell’Aglio, R.
Grothmann, F. Steinke and V. Tresp: Semantic Traffic-Aware
Routing Using the LarKC Platform, IEEE Internet Computing 15(6),
15-23, (11 2011)
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Hofmann, M., I. Bezrukov, F. Mantlik, P. Aschoff, F. Steinke, T. Beyer, B. J. Pichler and B. Schölkopf:
MRI-Based Attenuation Correction for Whole-Body PET/MRI: Quantitative
Evaluation of Segmentation- and Atlas-Based Methods, Journal of Nuclear
Medicine 52(9), 1392-1399, (08 2011)
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Steinke, F., M. Hein and B.
Schölkopf: Non-parametric Regression between
General Riemannian Manifolds, SIAM Journal on Imaging Sciences (SIIMS) 3(3),
527-563, (09 2010)
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Steinke, F. and B. Schölkopf:
Kernels, Regularization and Differential Equations. Pattern Recognition 41(11),
3271-3286 (11 2008)
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Hofmann, M., F. Steinke, V. Scheel, G. Charpiat,
J. Farquhar, P. Aschoff, M. Brady, B. Schölkopf and B. J. Pichler:
MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining
Pattern Recognition and Atlas Registration. Journal of
Nuclear Medicine 49(11), 1875-1883 (10 2008)
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Steinke, F., M. Hein, J. Peters
and B. Schölkopf: Manifold-valued Thin-plate
Splines with Applications in Computer Graphics. Computer Graphics
Forum 27(2), 437-448 (04 2008)
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Steinke, F., M. Seeger and K.
Tsuda: Experimental design for efficient identification of
gene regulatory networks using sparse Bayesian models. BMC Systems
Biology 1(51), 1-15 (11 2007)
 
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Steinke, F., B. Schölkopf and V.
Blanz: Support Vector Machines for 3D Shape Processing. Computer Graphics
Forum 24(3, EUROGRAPHICS 2005), 285-294 (09 2005)
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Peer-Reviewed
Conference Papers (12)
J. L. Moore, F. Steinke, and V. Tresp: A
Novel Metric for Information Retrieval in Semantic Networks. 3rd
International Workshop on Inductive Reasoning and Machine Learning for
the Semantic Web (IRMLeS 2011), Heraklion, Greece (2011)
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I. Celino, D. Dell'Aglio, E. Della
Valle, R. Grothmann, F. Steinke and V. Tresp:
Integrating Machine Learning in a Semantic Web Platform for Traffic
Forecasting and Routing. 3rd International Workshop on Inductive
Reasoning and Machine Learning for the Semantic Web (IRMLeS 2011), Heraklion, Greece (2011)
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D. Magatti, F. Steinke, M. Bundschus and
V. Tresp: Combined Structured and Keyword-Based
Search in Textually Enriched Entity-Relationship Graphs. First Workshop
on Automated Knowledge Base Construction, Grenoble (2010)
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T.A. Runkler and F. Steinke: A New
Approach to Clustering Using Eigen Decomposition. World Congress on
Computational Intelligence (WCCI), International Conference on Fuzzy Systems
(FUZZ-IEEE), Barcelona, Spain (2010)
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K.I. Kim, F. Steinke and M. Hein:
Semi-supervised Regression using Hessian energy with an application to
semi-supervised dimensionality reduction. Advances in Neural Information
Processing Systems 22: Proceedings of the 2009 Conference, MIT Press, Cambridge, MA, USA (2009)
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Lee, D., M. Hofmann, F. Steinke, Y.
Altun, N. D. Cahill and B. Schölkopf:
Learning the Similarity Measure for Multi-Modal 3D Image Registration.
Proceedings of the IEEE Computer Society Conference on Computer Vision
and Pattern Recognition (CVPR 2009) (accepted) (06 2009)
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Steinke, F. and M. Hein:
Non-parametric Regression between Riemannian Manifolds. Advances in
Neural Information Processing Systems 21: Proceedings of the 2008
Conference, 1561-1568. (Eds.) Koller, D., D. Schuurmans, Y. Bengio, L.
Bottou, MIT Press, Cambridge, MA, USA (06 2009)
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Steinke, F., B. Schölkopf and V.
Blanz: Learning Dense 3D Correspondence. Advances in Neural
Information Processing Systems 19: Proceedings of the 2006 Conference,
1313-1320. (Eds.) Schölkopf, B., J. Platt, T. Hofmann, MIT Press,
Cambridge, MA, USA (09 2007)
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Seeger, M., F. Steinke and K.
Tsuda: Bayesian Inference and Optimal Design in the Sparse
Linear Model. Proceedings of the 11th International Conference on
Artificial Intelligence and Statistics (AISTATS 2007), 444-451. (Eds.) Meila, M.,
X. Shen, Microtome, Brookline, MA, USA (03 2007)
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Steinke, F. and B. Schölkopf:
Machine Learning Methods For Estimating Operator Equations. Proceedings
of the 14th IFAC Symposium on System Identification (SYSID 2006), 1-6. (Eds.) Ninness,
B., H. Hjalmarsson, Elsevier, Oxford, United Kingdom (03 2006)
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Cooke, T., F. Steinke, C. Wallraven
and H. H. Bülthoff: A similarity-based approach to
perceptual feature validation. Proceedings of the 2nd Symposium on
Applied Perception in Graphics and Visualization (APGV‘05), 59-66, ACM
Press, New York, NY, USA (08 2005)
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Schölkopf, B., F. Steinke and V.
Blanz: Object correspondence as a machine learning
problem. Proceedings of the 22nd International Conference on Machine
Learning, 777 - 784. (Eds.) De Raedt, L., S. Wrobel (2005)
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Technical Reports (2)
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VDE Studie: Erneuerbare Energie braucht flexible
Kraftwerke – Szenarien bis 2020, (2012)
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Hein, M., F. Steinke and B.
Schölkopf: Energy Functionals for Manifold-valued
Mappings and Their Properties. (167) (01 2008)
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Abstracts (2)
F. Steinke, K. Schaber, T. Hamacher: Die
Netzabhängige Dynamik zukünftiger Elektrizitätsmärkte. ETG-Kongress /
Fachtagung Kundenbeteiligung (2011)
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Hofmann, M., F. Steinke, V. Scheel, G. Charpiat,
M. Brady, B. Schölkopf and B. J. Pichler:
MR-Based PET Attenuation Correction: Method and Validation. 2007 IEEE
Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2007) 2007(M16-6),
1-2 (11 2007)
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Diploma & PhD Theses (2)
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Steinke, F.: From
Differential Equations to Differential Geometry: Aspects of
Regularisation in Machine Learning. (05/ 2009)
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Steinke, F.:
Implicit Surfaces For Modelling Human Heads. (09/ 2005)
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Talks (8)
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I. Thien, M. Leuthold, F. Steinke, D. U. Sauer: Speicher- und
Netzausbaubedarf in einem europäischen
Elektrizitätsversorgungssystem mit 100% EE-Versorgung, VDE
Kongress, Stuttgart (2012)
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I. Pyc, F. Steinke, B. Gemsjäger: Scenarios
for a Sustainable Decentralized Electricity Generation in
Germany until 2020 and Consequences for
Power Plant Operation, VDE Kongress, Würzburg (2011)
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F. Steinke, C. Hofmann: Energie System
Design – Koppelung von Meteorologie, Geographie und Energiewirtschaft für
die Analyse zukünftiger Energiesysteme, 4. Deutsches GeoForum, Berlin,
Germany (2011)
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Hofmann, M., F. Steinke, P. Aschoff, M.
Lichy, M. Brady, B. Schölkopf and B. J. Pichler:
MR-Based PET Attenuation Correction: Initial Results for Whole Body.
Medical Imaging Conference, Dresden, Germany (10 2008)
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Steinke, F., M. Hein and B.
Schölkopf: Thin-Plate Splines Between Riemannian
Manifolds. Workshop on Geometry and Statistics of Shapes 2008, Bonn, Germany (06 2008)
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Hofmann, M., F. Steinke, V. Scheel, M.
Brady, B. Schölkopf and B. J. Pichler:
MR-Based PET Attenuation Correction: Method and Validation. Joint Molecular
Imaging Conference 2007, Providence, RI, USA (09 2007)
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Hofmann, M., F. Steinke, M. S.
Judenhofer, C. D. Claussen, B. Schölkopf and B. J. Pichler: A
Machine Learning Approach for Determining the PET Attenuation Map from
Magnetic Resonance Images. IEEE Medical Imaging Conference 2006,
San Diego, CA, USA (11 2006)
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Hofmann, M., F. Steinke, I. Bezrukov, A. Kolb, P. Aschoff,
M. Lichy, M. Erb, T. Nägele, M. Brady, B. Schölkopf and B. J.
Pichler: MR-based Attenuation Correction for PET/MR, ISMRM 2009,
Honolulu, Hawaii
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