Sciweavers

977 search results - page 59 / 196
» An Algebraic Approach to Data Mining: Some Examples
Sort
View
SDM
2008
SIAM
177views Data Mining» more  SDM 2008»
15 years 7 months ago
Roughly Balanced Bagging for Imbalanced Data
Imbalanced class problems appear in many real applications of classification learning. We propose a novel sampling method to improve bagging for data sets with skewed class distri...
Shohei Hido, Hisashi Kashima
PKDD
2000
Springer
134views Data Mining» more  PKDD 2000»
15 years 9 months ago
Induction of Multivariate Decision Trees by Using Dipolar Criteria
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
Leon Bobrowski, Marek Kretowski
ADMI
2009
Springer
16 years 24 days ago
Concept Learning for Achieving Personalized Ontologies: An Active Learning Approach
In many multiagent approaches, it is usual to assume the existence of a common ontology among agents. However, in dynamic systems, the existence of such an ontology is unrealistic ...
Murat Sensoy, Pinar Yolum
CMOT
2002
73views more  CMOT 2002»
15 years 6 months ago
A Structural and Evolutionary Approach to Change Management
Organizational change management is concerned with realizing strategies using models, methods and prescriptions that seek to guide the three key elements of strategic management p...
Thierry Rakotobe-Joel, Ian P. McCarthy, David Tran...
ECAI
2006
Springer
15 years 9 months ago
A Learning Classifier Approach to Tomography
Tomography is an important technique for noninvasive imaging: images of the interior of an object are computed from several scanned projections of the object, covering a range of a...
Kees Joost Batenburg