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DAGM
2010
Springer
13 years 10 months ago
Incremental Learning in the Energy Minimisation Framework for Interactive Segmentation
In this article we propose a method for parameter learning within the energy minimisation framework for segmentation. We do this in an incremental way where user input is required ...
Denis Kirmizigül, Dmitrij Schlesinger
AAAI
1994
13 years 11 months ago
Improving Learning Performance Through Rational Resource Allocation
This article shows how rational analysis can be used to minimize learning cost for a general class of statistical learning problems. We discuss the factors that influence learning...
Jonathan Gratch, Steve A. Chien, Gerald DeJong
ICML
1997
IEEE
14 years 11 months ago
Robot Learning From Demonstration
The goal of robot learning from demonstration is to have a robot learn from watching a demonstration of the task to be performed. In our approach to learning from demonstration th...
Christopher G. Atkeson, Stefan Schaal
WWW
2004
ACM
14 years 10 months ago
Towards the self-annotating web
The success of the Semantic Web depends on the availability of ontologies as well as on the proliferation of web pages annotated with metadata conforming to these ontologies. Thus...
Philipp Cimiano, Siegfried Handschuh, Steffen Staa...
AGENTS
2000
Springer
14 years 2 months ago
Capability-based agent matchmaking
In an agent-based system, where different agents form dynamic associations for the purposes of collaborative processing, agents must be able to locate other agents that can provi...
Anthony R. Cassandra, Damith Chandrasekara, Marian...