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CORR
2002
Springer
105views Education» more  CORR 2002»
15 years 6 months ago
Petabyte Scale Data Mining: Dream or Reality?
Science is becoming very data intensive1 . Today's astronomy datasets with tens of millions of galaxies already present substantial challenges for data mining. In less than 1...
Alexander S. Szalay, Jim Gray, Jan vandenBerg
DEXA
2005
Springer
148views Database» more  DEXA 2005»
16 years 6 days ago
XG: A Data-Driven Computation Grid for Enterprise-Scale Mining
In this paper we introduce a novel architecture for data processing, based on a functional fusion between a data and a computation layer. We show how such an architecture can be le...
Radu Sion, Ramesh Natarajan, Inderpal Narang, Wen-...
TKDE
1998
111views more  TKDE 1998»
15 years 6 months ago
Efficient Data Mining for Path Traversal Patterns
—In this paper, we explore a new data mining capability that involves mining path traversal patterns in a distributed information-providing environment where documents or objects...
Ming-Syan Chen, Jong Soo Park, Philip S. Yu
158
Voted
IV
2005
IEEE
94views Visualization» more  IV 2005»
16 years 7 days ago
Community Mining Tool Using Bibliography Data
Research communities are very important for researchers undertaking new research topics. In this paper, we propose a community mining system using bibliography data in order to ...
Ryutaro Ichise, Hideaki Takeda, Kosuke Ueyama
EDBT
2000
ACM
15 years 11 months ago
Quality Assessment and Uncertainty Handling in Data Mining Process
The KDD process aims at the discovery and extraction of “useful” knowledge (such as interesting patterns, classification, rules etc) from large data repositories. A widely rec...
Maria Halkidi