103 results
(View BibTeX file of all listed publications)

**On the representation, learning and transfer of spatio-temporal movement characteristics**
*International Journal of Humanoid Robotics*, 1(4):613-636, December 2004 (article)

**Insect-inspired estimation of egomotion**
*Neural Computation*, 16(11):2245-2260, November 2004 (article)

**Efficient face detection by a cascaded support-vector machine expansion**
*Proceedings of The Royal Society of London A*, 460(2501):3283-3297, A, November 2004 (article)

**Joint Kernel Maps**
(131), Max-Planck-Institute for Biological Cybernetics, Tübingen, November 2004 (techreport)

**Semi-Supervised Induction**
(141), Max Planck Institute for Biological Cybernetics, Tuebingen, Germany, August 2004 (techreport)

**Learning kernels from biological networks by maximizing entropy**
*Bioinformatics*, 20(Suppl. 1):i326-i333, August 2004 (article)

**Masking effect produced by Mach bands on the detection of narrow bars of random polarity**
*Journal of the Optical Society of America*, 21(8):1379-1387, A, August 2004 (article)

**Object categorization with SVM: kernels for local features**
(137), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 (techreport)

**Hilbertian Metrics and Positive Definite Kernels on Probability Measures**
(126), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 (techreport)

**Kernels, Associated Structures and Generalizations**
(127), Max Planck Institute for Biological Cybernetics, Tübingen, Germany, July 2004 (techreport)

**Support Vector Channel Selection in BCI**
*IEEE Transactions on Biomedical Engineering*, 51(6):1003-1010, June 2004 (article)

**Distance-Based Classification with Lipschitz Functions**
*Journal of Machine Learning Research*, 5, pages: 669-695, June 2004 (article)

**cDNA-Microarray Technology in Cartilage Research - Functional Genomics of Osteoarthritis [in German]**
*Zeitschrift f{\"u}r Orthop{\"a}die und ihre Grenzgebiete*, 142(2):241-247, April 2004 (article)

**A Compression Approach to Support Vector Model Selection**
*Journal of Machine Learning Research*, 5, pages: 293-323, April 2004 (article)

**Kamerakalibrierung und Tiefenschätzung:
Ein Vergleich von klassischer Bündelblockausgleichung und statistischen Lernalgorithmen**
Wilhelm-Schickard-Institut für Informatik, Universität Tübingen, Tübingen, Germany, March 2004 (techreport)

**Experimentally optimal v in support vector regression for different noise models and parameter settings**
*Neural Networks*, 17(1):127-141, January 2004 (article)

**Protein ranking: from local to global structure in the protein similarity network**
*Proceedings of the National Academy of Science*, 101(17):6559-6563, 2004 (article)

**Multivariate Regression with Stiefel Constraints**
(128), MPI for Biological Cybernetics, Spemannstr 38, 72076, Tuebingen, 2004 (techreport)

**Statistical Performance of Support Vector Machines**
2004 (article)

**Asymptotic Properties of the Fisher Kernel**
*Neural Computation*, 16(1):115-137, 2004 (article)

**Some observations on the effects of slant and texture type on slant-from-texture**
*Vision Research*, 44(13):1511-1535, 2004 (article)

**Learning from Labeled and Unlabeled Data Using Random Walks**
Max Planck Institute for Biological Cybernetics, 2004 (techreport)

**Minimizing the Cross Validation Error to Mix Kernel Matrices of Heterogeneous Biological Data**
*Neural Processing Letters*, 19, pages: 63-72, 2004 (article)

**A Tutorial on Support Vector Regression**
*Statistics and Computing*, 14(3):199-222, 2004 (article)

**Behaviour and Convergence of the Constrained Covariance**
(130), MPI for Biological Cybernetics, 2004 (techreport)

**Statistical Learning with Similarity and Dissimilarity Functions**
pages: 1-166, Technische Universität Berlin, Germany, Technische Universität Berlin, Germany, 2004 (phdthesis)

**Bayesian analysis of the Scatterometer Wind Retrieval Inverse Problem: Some New Approaches**
*Journal of the Royal Statistical Society B*, 66, pages: 1-17, 3, 2004 (article)

**Feature Selection for Support Vector Machines Using Genetic Algorithms**
*International Journal on Artificial Intelligence Tools (Special Issue on Selected Papers from the 15th IEEE International Conference on Tools with Artificial Intelligence 2003)*, 13(4):791-800, 2004 (article)

**Confidence Sets for Ratios: A Purely Geometric Approach To Fieller’s Theorem**
(133), Max Planck Institute for Biological Cybernetics, 2004 (techreport)

**Transductive Inference with Graphs**
Max Planck Institute for Biological Cybernetics, 2004, See the improved version Regularization on Discrete Spaces. (techreport)

**Classification and Feature Extraction in Man and Machine**
Biologische Kybernetik, University of Tübingen, Germany, 2004, online publication (phdthesis)

**Phenotypic Characterization of Human Chondrocyte Cell Line C-20/A4: A Comparison between Monolayer and Alginate Suspension Culture**
*Cells Tissues Organs*, 178(2):65-77, 2004 (article)

**Kernel Methods and their Potential Use in Signal Processing**
*IEEE Signal Processing Magazine*, (Special issue on Signal Processing for Mining), 2004 (article) Accepted

**E. Coli Inspired Propulsion for Swimming Microrobots**
pages: 1037–1041, 2004 (article)

**Discovering optimal imitation strategies**
*Robotics and Autonomous Systems*, 47(2-3):68-77, 2004, clmc (article)

**Rhythmic movement is not discrete**
*Nature Neuroscience*, 7(10):1137-1144, 2004, clmc (article)

**Investigation of oxide layers in tunnel junctions**
University of Stuttgart, Stuttgart, 2004 (mastersthesis)

**Uncompensated spins in a micro-patterned CoFeB / MnIr exchange bias system**
*{Applied Physics Letters}*, 85(12):2310-2312, 2004 (article)

**Comparative study of magnetization reversal in isolated and strayfield coupled microcontacts**
*{Applied Physics Letters}*, 85(7):1193-1195, 2004 (article)

**Grain boundary faceting close to the \Sigma3 coincidence misorientation in copper**
*{Zeitschrift f\"ur Metallkunde}*, 95, pages: 939-944, 2004 (article)

**Untersuchung der Desorptionskinetik von Metallhydriden in Bezug auf technische Anwendungen**
Universität Stuttgart, Stuttgart, 2004 (phdthesis)

**Photoelectron spectroscopy on Pt atoms and clusters deposited on C(0001)**
*{European Physical Journal D}*, 29(1):57-61, 2004 (article)

**Enhanced flux line pinning by substrate induced defects in YBCO thin films**
*{Physica C}*, 404, pages: 18-21, 2004 (article)

**Amorphous carbon nanotubes produced by a temperature controlled DC arc discharge**
*{Carbon}*, 42(8-9):1852-1855, 2004 (article)

**Initial oxidation of quasicrystals - an investigation by high-resolution RBS and ERDA**
*{Journal of Non-Crystalline Solids}*, 334-335, pages: 524-531, 2004 (article)

**First-principles modeling of magnetism and phase equilibria in binary alloys**
*{Journal of Alloys and Compounds}*, 369, pages: 27-32, 2004 (article)

**Critical thicknesses of domain formations in cubic particles and thin films**
*{Physica B}*, 343(1-4):229-235, 2004 (article)

**Learning from demonstration and adaptation of biped locomotion**
*Robotics and Autonomous Systems*, 47(2-3):79-91, 2004, clmc (article)

**Towards Tractable Parameter-Free Statistical Learning (Phd Thesis)**
Department of Computer Science, University of Southern California, Los Angeles, 2004, clmc (phdthesis)

**Critical sizes for ferromagnetic spherical hollow nanoparticles**
*{Physical Review B}*, 70(18), 2004 (article)