231 results
(View BibTeX file of all listed publications)

**Kernel Methods for Measuring Independence**
*Journal of Machine Learning Research*, 6, pages: 2075-2129, December 2005 (article)

**A Unifying View of Sparse Approximate Gaussian Process Regression**
*Journal of Machine Learning Research*, 6, pages: 1935-1959, December 2005 (article)

**Maximal Margin Classification for Metric Spaces**
*Journal of Computer and System Sciences*, 71(3):333-359, October 2005 (article)

**Selective integration of multiple biological data for supervised
network inference**
*Bioinformatics*, 21(10):2488 , October 2005 (article)

**Assessing Approximate Inference for Binary Gaussian Process Classification**
*Journal of Machine Learning Research*, 6, pages: 1679 , October 2005 (article)

**Clustering on the Unit Hypersphere using von Mises-Fisher Distributions**
*Journal of Machine Learning Research*, 6, pages: 1345-1382, September 2005 (article)

**Support Vector Machines for 3D Shape Processing**
*Computer Graphics Forum*, 24(3, EUROGRAPHICS 2005):285-294, September 2005 (article)

**Fast Protein Classification with Multiple Networks**
*Bioinformatics*, 21(Suppl. 2):59-65, September 2005 (article)

**Iterative Kernel Principal Component Analysis for Image Modeling**
*IEEE Transactions on Pattern Analysis and Machine Intelligence*, 27(9):1351-1366, September 2005 (article)

**Phenotypic characterization of chondrosarcoma-derived cell lines**
*Cancer Letters*, 226(2):143-154, August 2005 (article)

**Local Rademacher Complexities**
*The Annals of Statistics*, 33(4):1497-1537, August 2005 (article)

**Learning the Kernel with Hyperkernels**
*Journal of Machine Learning Research*, 6, pages: 1043-1071, July 2005 (article)

**Image Reconstruction by Linear Programming**
*IEEE Transactions on Image Processing*, 14(6):737-744, June 2005 (article)

**RASE: recognition of alternatively spliced exons in C.elegans**
*Bioinformatics*, 21(Suppl. 1):i369-i377, June 2005 (article)

**Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection**
*Journal of Machine Learning Research*, 6, pages: 995-1018, June 2005 (article)

**Texture and haptic cues in slant discrimination: Reliability-based cue weighting without statistically optimal cue combination**
*Journal of the Optical Society of America A*, 22(5):801-809, May 2005 (article)

**Bayesian inference for psychometric functions**
*Journal of Vision*, 5(5):478-492, May 2005 (article)

**A gene expression map of Arabidopsis thaliana development**
*Nature Genetics*, 37(5):501-506, April 2005 (article)

**Experimentally optimal v in support vector regression for different noise models and parameter settings**
*Neural Networks*, 18(2):205-205, March 2005 (article)

**Composite adaptive control with locally weighted statistical learning**
*Neural Networks*, 18(1):71-90, January 2005, clmc (article)

**Invariance of Neighborhood Relation under Input Space to Feature Space Mapping**
*Pattern Recognition Letters*, 26(6):707-718, 2005 (article)

**Theory of Classification: A Survey of Some Recent Advances**
*ESAIM: Probability and Statistics*, 9, pages: 323 , 2005 (article)

**Support Vector Machines and Kernel Algorithms**
In *Encyclopedia of Biostatistics (2nd edition), Vol. 8*, 8, pages: 5328-5335, (Editors: P Armitage and T Colton), John Wiley & Sons, NY USA, 2005 (inbook)

**Moment Inequalities for Functions of Independent Random Variables**
*To appear in Annals of Probability*, 33, pages: 514-560, 2005 (article)

**Visual perception
I: Basic principles**
In *Handbook of Cognition*, pages: 3-47, (Editors: Lamberts, K. , R. Goldstone), Sage, London, 2005 (inbook)

**A tutorial on v-support vector machines**
*Applied Stochastic Models in Business and Industry*, 21(2):111-136, 2005 (article)

**Robust EEG Channel Selection Across Subjects for Brain Computer Interfaces**
*EURASIP Journal on Applied Signal Processing*, 2005(19, Special Issue: Trends in Brain Computer Interfaces):3103-3112, (Editors: Vesin, J. M., T. Ebrahimi), 2005 (article)

**Nonlinear optical spectroscopy of chiral molecules**
*CHIRALITY*, 17(8):421-437, 2005 (article)

**Negative refraction at optical frequencies in nonmagnetic two-component molecular media**
*PHYSICAL REVIEW LETTERS*, 95(6), 2005 (article)

**A model of smooth pursuit based on learning of the target dynamics using only retinal signals**
*Neural Networks*, 18, pages: 213-225, 2005, clmc (article)

**From colloidal Co/CoO core/shell nanoparticles to arrays of metallic nanomagnets: surface modification and magnetic properties**
*{ChemPhysChem}*, 6(12):2522-2526, 2005 (article)

**Competition between order and phase separation in Au-Ni**
*{Physical Review Letters}*, 95(23), 2005 (article)

**Influence of faceting-roughening on triple-junction migration in zinc**
*{Zeitschrift f\"ur Metallkunde}*, 96(10):1147-1151, 2005 (article)

**Damping of spin dynamics in nanostructures: an ab initio study**
*{Physical Review B}*, 72, 2005 (article)

**Test of the hypothesis of transient molten state diffusion for swift-heavy-ion induced mixing**
*{Physical Review B}*, 71, 2005 (article)

**Hydrogen physisorption in metal-organic porous crystals**
*{Advanced Materials}*, 17(5):538-541, 2005 (article)

**The influence of misorientation deviation on the faceting of \Sigma3 grain boundaries in aluminium**
*{Zeitschrift f\"ur Metallkunde}*, 96(2):216-219, 2005 (article)

**Metal-oxide interfacial reactions: encapsulation of Pd on TiO2(110)**
*{Journal of Physical Chemistry B}*, 109, pages: 944-951, 2005 (article)

**Faceting of \Sigma3 and \Sigma9 grain boundaries in Cu-Bi alloys**
*{Acta Materialia}*, 53(2):247-254, 2005 (article)

**Dependence of damage efficiency of ions in diamond on electronic stopping**
*{Nuclear Instruments and Methods in Physics Research B}*, 230, pages: 129-132, 2005 (article)

**Volumetric measurement of hydrogen storage in HCl-treated polyaniline and polypyrrole**
*{Synthetic Metals}*, 151, pages: 208-210, 2005 (article)

**Permanent magnet alloys based on Sm2Co17; phase evolution in the quinary system Sm-Zr-FeCo-Cu**
*{Zeitschrift f\"ur Metallkunde}*, 96(1):17-23, 2005 (article)

**Parametric and Non-Parametric approaches for nonlinear tracking of moving objects**
*Technical Report-2005-1*, 2005, clmc (article)

**Anisotropic temperature-dependent current densities in vicinal YBCO**
*{Physical Review B}*, 72, 2005 (article)

**Effects of catalysts on the dehydriding of alanates monitored by proton NMR**
*{Journal of Alloys and Compounds}*, 404, pages: 738-742, 2005 (article)

**Kinetics of carbon precipitation and re-solution in low Si-content silicon iron**
*{Physica Status Solidi A}*, 202(14):2667-2678, 2005 (article)

**Highly homogeneous MgB2 films prepared by a new post-annealing process**
*{Superconductor Science and Technology}*, 18, pages: 1313-1316, 2005 (article)

**Spin-polarized quasiparticle injection effects in YBCO thin films**
*{Solid State Communications}*, 135, pages: 461-465, 2005 (article)

**Thermodynamic properties from ab-initio calculations: New theoretical developments, and applications to various materials systems**
*{Physica Status Solidi (B)}*, 242, pages: 1159-1173, 2005 (article)

**Nuclear magnetic resonance measurements of the hydrogen dynamics in nanocrystalline graphite**
*{Journal of Applied Physics}*, 98, 2005 (article)