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COLT
2005
Springer
14 years 1 months ago
Towards a Theoretical Foundation for Laplacian-Based Manifold Methods
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivatedâ€...
Mikhail Belkin, Partha Niyogi
WOA
2003
13 years 9 months ago
Towards the Improvement of Monitoring and Control Agencies through Knowledge-Based Approaches
Abstract—This paper illustrates how the functionalities of monitoring/control systems, within an agent–based framework, can be improved by the adoption of Knowledge–Based tec...
Matteo Palmonari, Fabio Sartori
JTAER
2008
200views more  JTAER 2008»
13 years 7 months ago
Exploring Relationships between Products Characteristics and B2C Interaction in Electronic Commerce
The main purpose of the paper is to explore and discuss the influence of product type on customer interaction in electronic commerce. We have conducted two qualitative case studie...
Karin Axelsson
PROCEDIA
2010
85views more  PROCEDIA 2010»
13 years 6 months ago
Toward interactive statistical modeling
When solving machine learning problems, there is currently little automated support for easily experimenting with alternative statistical models or solution strategies. This is be...
Sooraj Bhat, Ashish Agarwal, Alexander Gray, Richa...
CAISE
2003
Springer
14 years 29 days ago
Towards a Distributed Pedagogical Simulator
The use of simulation for a pedagogical purpose is very interesting. One of the essential repercussions of the construction of a pedagogical simulator is the perennisation of the â...
Hana Bensalem, Tahar Bensebaa