484 results
(View BibTeX file of all listed publications)

**A Meanfield Approach to the Thermodynamics of a Protein-Solvent System with Application to the Oligomerization of the Tumour Suppressor p53.**
*Proceedings of the National Academy of Sciences of the United States of America*, 97(18):9955-9960, August 2000 (article)

**Observational Learning with Modular Networks**
In *Lecture Notes in Computer Science (LNCS 1983)*, LNCS 1983, pages: 126-132, Springer-Verlag, Heidelberg, International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), July 2000 (inproceedings)

**The Infinite Gaussian Mixture Model**
In *Advances in Neural Information Processing Systems 12*, pages: 554-560, (Editors: Solla, S.A. , T.K. Leen, K-R Müller), MIT Press, Cambridge, MA, USA, Thirteenth Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**Generalization Abilities of Ensemble Learning Algorithms**
In *Proc. of the Korean Brain Society Conference*, pages: 129-133, Korean Brain Society Conference, June 2000 (inproceedings)

**Support vector method for novelty detection**
In *Advances in Neural Information Processing Systems 12*, pages: 582-588, (Editors: SA Solla and TK Leen and K-R Müller), MIT Press, Cambridge, MA, USA, 13th Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**v-Arc: Ensemble Learning in the Presence of Outliers**
In *Advances in Neural Information Processing Systems 12*, pages: 561-567, (Editors: SA Solla and TK Leen and K-R Müller), MIT Press, Cambridge, MA, USA, 13th Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**Invariant feature extraction and classification in kernel spaces**
In *Advances in neural information processing systems 12*, pages: 526-532, (Editors: SA Solla and TK Leen and K-R Müller), MIT Press, Cambridge, MA, USA, 13th Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**Transductive Inference for Estimating Values of Functions**
In *Advances in Neural Information Processing Systems 12*, pages: 421-427, (Editors: Solla, S.A. , T.K. Leen, K-R Müller), MIT Press, Cambridge, MA, USA, Thirteenth Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**The entropy regularization information criterion**
In *Advances in Neural Information Processing Systems 12*, pages: 342-348, (Editors: SA Solla and TK Leen and K-R Müller), MIT Press, Cambridge, MA, USA, 13th Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**Model Selection for Support Vector Machines**
In *Advances in Neural Information Processing Systems 12*, pages: 230-236, (Editors: Solla, S.A. , T.K. Leen, K-R Müller), MIT Press, Cambridge, MA, USA, Thirteenth Annual Neural Information Processing Systems Conference (NIPS), June 2000 (inproceedings)

**New Support Vector Algorithms**
*Neural Computation*, 12(5):1207-1245, May 2000 (article)

**Generalization Abilities of Ensemble Learning Algorithms: OLA, Bagging, Boosting**
In *Proc. of the Korea Information Science Conference*, pages: 226-228, Conference on Korean Information Science, April 2000 (inproceedings)

**A simple iterative approach to parameter optimization**
In *RECOMB2000*, pages: 318-327, ACM Press, New York, NY, USA, Forth Annual Conference on Research in Computational Molecular Biology, April 2000 (inproceedings)

**Bounds on Error Expectation for Support Vector Machines**
*Neural Computation*, 12(9):2013-2036, 2000 (article)

**Bayesian modelling of fMRI time series**
In pages: 754-760, (Editors: Sara A. Solla, Todd K. Leen and Klaus-Robert Müller), 2000 (inproceedings)

**Choosing nu in support vector regression with
different noise models — theory and experiments**
In *Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium*, IEEE, International Joint Conference on Neural Networks, 2000 (inproceedings)

**A High Resolution and Accurate Pentium Based Timer**
In 2000 (inproceedings)

**Robust Ensemble Learning for Data Mining**
In *Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining*, 1805, pages: 341-341, Lecture Notes in Artificial Intelligence, (Editors: H. Terano), Fourth Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2000 (inproceedings)

**Sparse greedy matrix approximation for machine learning.**
In *17th International Conference on Machine Learning, Stanford, 2000*, pages: 911-918, (Editors: P Langley), Morgan Kaufman, San Fransisco, CA, USA, 17th International Conference on Machine Learning (ICML), 2000 (inproceedings)

**Enhanced Password Authentication Through Typing Biometrics with K-Means Clustering Algorithm**
In 2000 (inproceedings)

**Entropy Numbers of Linear Function Classes.**
In *13th Annual Conference on Computational Learning Theory*, pages: 309-319, (Editors: N Cesa-Bianchi and S Goldman), Morgan Kaufman, San Fransisco, CA, USA, 13th Annual Conference on Computational Learning Theory (COLT), 2000 (inproceedings)

**Phenomenological damping in optical response tensors**
*PHYSICAL REVIEW A*, 61(3), 2000 (article)

**Ab initio investigation of the sum-frequency hyperpolarizability of small chiral molecules**
*CHEMICAL PHYSICS LETTERS*, 331(1):83-88, 2000 (article)

**Three-wave mixing in chiral liquids**
*PHYSICAL REVIEW LETTERS*, 85(20):4253-4256, 2000 (article)

**A brachiating robot controller**
*IEEE Transactions on Robotics and Automation*, 16(2):109-123, 2000, clmc (article)

**Real-time robot learning with locally weighted statistical learning**
In *International Conference on Robotics and Automation (ICRA2000)*, San Francisco, April 2000, 2000, clmc (inproceedings)

**Fast learning of biomimetic oculomotor control with nonparametric regression networks**
In *International Conference on Robotics and Automation (ICRA2000)*, pages: 3847-3854, San Francisco, April 2000, 2000, clmc (inproceedings)

**Interaction of rhythmic and discrete pattern generators in single joint movements**
*Human Movement Science*, 19(4):627-665, 2000, clmc (article)

**Locally weighted projection regression: An O(n) algorithm for incremental real time learning in high dimensional spaces**
In *Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000)*, 1, pages: 288-293, Stanford, CA, 2000, clmc (inproceedings)

**Dynamics of a bouncing ball in human performance**
*Physical Review E*, 63(011902):1-8, 2000, clmc (article)

**Inverse kinematics for humanoid robots**
In *International Conference on Robotics and Automation (ICRA2000)*, pages: 294-299, San Fransisco, April 24-28, 2000, 2000, clmc (inproceedings)

**Fast and efficient incremental learning for high-dimensional movement systems**
In *International Conference on Robotics and Automation (ICRA2000)*, San Francisco, April 2000, 2000, clmc (inproceedings)

**On-line learning for humanoid robot systems**
In *Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000)*, 1, pages: 191-198, Stanford, CA, 2000, clmc (inproceedings)

**Humanoid Robot DB**
In *Proceedings of the International Conference on Machine Automation (ICMA2000)*, pages: 21-26, 2000, clmc (inproceedings)