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» FACT: A New Fuzzy Adaptive Clustering Technique
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TKDE
2011
332views more  TKDE 2011»
14 years 6 months ago
Adaptive Cluster Distance Bounding for High-Dimensional Indexing
—We consider approaches for similarity search in correlated, high-dimensional data-sets, which are derived within a clustering framework. We note that indexing by “vector appro...
Sharadh Ramaswamy, Kenneth Rose
ICDE
2010
IEEE
195views Database» more  ICDE 2010»
14 years 12 months ago
Advances in constrained clustering
— Constrained clustering (semi-supervised learning) techniques have attracted more attention in recent years. However, the commonly used constraints are restricted to the instanc...
ZiJie Qi, Yinghui Yang
ERCIMDL
2010
Springer
153views Education» more  ERCIMDL 2010»
14 years 9 months ago
Link Proximity Analysis - Clustering Websites by Examining Link Proximity
This research-in-progress paper presents a new approach called Link Proximity Analysis (LPA) for identifying related web pages based on link analysis. In contrast to current techni...
Bela Gipp, Adriana Taylor, Jöran Beel
CIDU
2010
14 years 9 months ago
Multi-label ASRS Dataset Classification Using Semi Supervised Subspace Clustering
There has been a lot of research targeting text classification. Many of them focus on a particular characteristic of text data - multi-labelity. This arises due to the fact that a ...
Mohammad Salim Ahmed, Latifur Khan, Nikunj C. Oza,...
TVCG
2012
213views Hardware» more  TVCG 2012»
13 years 2 months ago
Mesh-Driven Vector Field Clustering and Visualization: An Image-Based Approach
—Vector field visualization techniques have evolved very rapidly over the last two decades, however, visualizing vector fields on complex boundary surfaces from computational ...
Zhenmin Peng, Edward Grundy, Robert S. Laramee, Gu...