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EDBT
2009
ACM
113views Database» more  EDBT 2009»
15 years 8 months ago
Type-based categorization of relational attributes
In this work we concentrate on categorization of relational attributes based on their data type. Assuming that attribute type/characteristics are unknown or unidentifiable, we an...
Babak Ahmadi, Marios Hadjieleftheriou, Thomas Seid...
99
Voted
IJON
2007
99views more  IJON 2007»
15 years 1 months ago
A relative trust-region algorithm for independent component analysis
In this paper we present a method of parameter optimization, relative trust-region learning, where the trust-region method and the relative optimization [21] are jointly exploited...
Heeyoul Choi, Seungjin Choi
ICRA
2009
IEEE
113views Robotics» more  ICRA 2009»
15 years 8 months ago
Wiping motion for deformable object handling
— This paper presents wiping motion as a task during which the movement and deformation of a deformable object occur simultaneously. During the wiping motion of a deformable obje...
Mizuho Shibata, Tsuyoshi Ota, Shinichi Hirai
106
Voted
ICML
2007
IEEE
16 years 2 months ago
Relational clustering by symmetric convex coding
Relational data appear frequently in many machine learning applications. Relational data consist of the pairwise relations (similarities or dissimilarities) between each pair of i...
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip...
129
Voted
SDM
2007
SIAM
176views Data Mining» more  SDM 2007»
15 years 3 months ago
Adaptive Concept Learning through Clustering and Aggregation of Relational Data
We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
Hichem Frigui, Cheul Hwang