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IWANN
2005
Springer
9 years 4 months ago
Joint Kernel Maps
Jason Weston, Bernhard Schölkopf, Olivier Bou...
IWANN
2005
Springer
9 years 4 months ago
Filtering-Free Blind Separation of Correlated Images
Abstract. When using ICA for image separation, a well-known problem is that most often a large correlation exists between the sources. Because of this dependence, there is no more ...
Frédéric Vrins, John Aldo Lee, Miche...
IWANN
2005
Springer
9 years 4 months ago
Input Selection for Long-Term Prediction of Time Series
Prediction of time series is an important problem in many areas of science and engineering. Extending the horizon of predictions further to the future is the challenging and diffic...
Jarkko Tikka, Jaakko Hollmén, Amaury Lendas...
IWANN
2005
Springer
9 years 4 months ago
Highly Modular Architecture for the General Control of Autonomous Robots
Ricardo A. Téllez, Cecilio Angulo, Diego E....
IWANN
2005
Springer
9 years 4 months ago
Input and Structure Selection for k-NN Approximator
Abstract. This paper presents k-NN as an approximator for time series prediction problems. The main advantage of this approximator is its simplicity. Despite the simplicity, k-NN c...
Antti Sorjamaa, Nima Reyhani, Amaury Lendasse
IWANN
2005
Springer
9 years 4 months ago
Vision-Based Walking Parameter Estimation for Biped Locomotion Imitation
Abstract. This paper proposes a new vision-based system that can extract walking parameters from human demonstration. The system uses only a non-calibrated USB webcam connected to ...
Juan Pedro Bandera Rubio, Changjiu Zhou, Francisco...
IWANN
2005
Springer
9 years 4 months ago
Heuristic Search over a Ranking for Feature Selection
In this work, we suggest a new feature selection technique that lets us use the wrapper approach for finding a well suited feature set for distinguishing experiment classes in hig...
Roberto Ruiz, José Cristóbal Riquelm...
IWANN
2005
Springer
9 years 4 months ago
Bias and Variance of Rotation-Based Ensembles
Abstract. In Machine Learning, ensembles are combination of classifiers. Their objective is to improve the accuracy. In previous works, we have presented a method for the generati...
Juan José Rodríguez, Carlos J. Alons...
IWANN
2005
Springer
9 years 4 months ago
A Competitive-Based Method for Determining the Number of Groups: A Clinical Application
A proper gait assessment in patients with knee or hip injuries strongly determines the diagnosis and consequently the evolution of the pathology, the quality of life of implanted p...
Antonio Sánchez, Francisco J. Vico, Santiag...
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