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CSDA
2008
80views more  CSDA 2008»
15 years 4 months ago
Variational Bayesian functional PCA
A Bayesian approach to analyze the modes of variation in a set of curves is suggested. It is based on a generative model thus allowing for noisy and sparse observations of curves....
Angelika van der Linde
NIPS
2004
15 years 5 months ago
Semi-parametric Exponential Family PCA
We present a semi-parametric latent variable model based technique for density modelling, dimensionality reduction and visualization. Unlike previous methods, we estimate the late...
Sajama, Alon Orlitsky
PKDD
2004
Springer
324views Data Mining» more  PKDD 2004»
15 years 9 months ago
Orange: From Experimental Machine Learning to Interactive Data Mining
Abstract. Orange (www.ailab.si/orange) is a suite for machine learning and data mining. It can be used though scripting in Python or with visual programming in Orange Canvas using ...
Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk
ICRA
2007
IEEE
150views Robotics» more  ICRA 2007»
15 years 10 months ago
Enhancing Software Modularity and Extensibility: A Case for using Generic Data Representations
— Portable, modular and extensible software allows robotics researchers to pool their resources by sharing algorithms, thus advancing research in the field of robotics at a fast...
Gregory Broten
FLAIRS
2003
15 years 5 months ago
Decision Evaluation of Three Flood Management Strategies
This article describes the application of computational decision analytic techniques for a national policy decision. It constitutes an example of the increasing use of modern comp...
Mats Danielson, Love Ekenberg, Jim Johansson