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NIPS
2003
15 years 8 months ago
Learning with Local and Global Consistency
We consider the general problem of learning from labeled and unlabeled data, which is often called semi-supervised learning or transductive inference. A principled approach to sem...
Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal,...
FUIN
2008
107views more  FUIN 2008»
15 years 7 months ago
Modelling and Simulation of Quantum Teleportation and Dense Coding Using Predicate/Transition-Nets
Reachability analysis is one of the most successful methods used in design and validation of protocols for classical communication, whereas the predicate/transition-net formalism i...
Kimmo Varpaaniemi, Leo Ojala
CORR
2007
Springer
102views Education» more  CORR 2007»
15 years 6 months ago
Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps
Kohonen self-organisation maps are a well know classification tool, commonly used in a wide variety of problems, but with limited applications in time series forecasting context....
Geoffroy Simon, Amaury Lendasse, Marie Cottrell, J...
AUTOMATICA
2002
124views more  AUTOMATICA 2002»
15 years 6 months ago
Predictive pole-placement control with linear models
The predictive pole-placement control method introduced in this paper embeds the classical pole-placement state feedback design into a quadratic optimisation based model-predictiv...
Peter J. Gawthrop, Eric Ronco
RSCTC
2010
Springer
160views Fuzzy Logic» more  RSCTC 2010»
15 years 5 months ago
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data
Abstract. Clinical Decision Support Systems embed data-driven decision models designed to represent clinical acumen of an experienced physician. We argue that eliminating physician...
William Klement, Szymon Wilk, Martin Michalowski, ...