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AIA
2007
15 years 1 months ago
A framework for generating data to simulate changing environments
A fundamental assumption often made in supervised classification is that the problem is static, i.e. the description of the classes does not change with time. However many practi...
Anand M. Narasimhamurthy, Ludmila I. Kuncheva
112
Voted
LREC
2010
191views Education» more  LREC 2010»
15 years 1 months ago
Spatial Role Labeling: Task Definition and Annotation Scheme
One of the essential functions of natural language is to talk about spatial relationships between objects. Linguistic constructs can express highly complex, relational structures ...
Parisa KordJamshidi, Martijn van Otterlo, Marie-Fr...
100
Voted
SDM
2010
SIAM
158views Data Mining» more  SDM 2010»
15 years 1 months ago
On the Use of Combining Rules in Relational Probability Trees
A relational probability tree (RPT) is a type of decision tree that can be used for probabilistic classification of instances with a relational structure. Each leaf of an RPT cont...
Daan Fierens
HCI
2007
15 years 1 months ago
Detailed Monitoring of User's Gaze and Interaction to Improve Future E-Learning
In this paper, we investigate how to use future interaction technologies to enhance learning technologies. We examine in detail how tracking the mouse pointer and observing the use...
Heiko Drewes, Richard Atterer, Albrecht Schmidt
SDM
2007
SIAM
137views Data Mining» more  SDM 2007»
15 years 1 months ago
Semi-supervised Feature Selection via Spectral Analysis
Feature selection is an important task in effective data mining. A new challenge to feature selection is the so-called “small labeled-sample problem” in which labeled data is...
Zheng Zhao, Huan Liu