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» Classes and clusters in data analysis
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ECAI
2004
Springer
15 years 3 months ago
Piece-Wise Model Fitting Using Local Data Patterns
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...
Ricardo Vilalta, Murali-Krishna Achari, Christoph ...
KBSE
2005
IEEE
15 years 3 months ago
Identifying traits with formal concept analysis
Traits are basically mixins or interfaces but with method bodies. In languages that support traits, classes are composed out of traits. There are two main advantages with traits. ...
Adrian Lienhard, Stéphane Ducasse, Gabriela...
COMPSAC
2003
IEEE
15 years 3 months ago
Data-Flow-Based Unit Testing of Aspect-Oriented Programs
The current research so far in aspect-oriented software development is focused on problem analysis, software design, and implementation techniques. Even though the importance of s...
Jianjun Zhao
ICIP
1997
IEEE
15 years 11 months ago
Surrounding Region Dependence Method for Detection of Clustered Microcalcifications on Mammograms
Clustered microcalcifications on X-ray mammograms are an important feature in the detection of breast cancer. For the detection of the clustered microcalcifications on digitized m...
Jong-Kook Kim, Hyun Wook Park
ICML
2001
IEEE
15 years 11 months ago
Constrained K-means Clustering with Background Knowledge
Clustering is traditionally viewed as an unsupervised method for data analysis. However, in some cases information about the problem domain is available in addition to the data in...
Kiri Wagstaff, Claire Cardie, Seth Rogers, Stefan ...