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» Mining Model Trees from Spatial Data
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KDD
2000
ACM
121views Data Mining» more  KDD 2000»
15 years 4 months ago
Mining high-speed data streams
Many organizations today have more than very large databases; they have databases that grow without limit at a rate of several million records per day. Mining these continuous dat...
Pedro Domingos, Geoff Hulten
113
Voted
ICDM
2009
IEEE
207views Data Mining» more  ICDM 2009»
14 years 10 months ago
Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
Goo Jun, Ranga Raju Vatsavai, Joydeep Ghosh
99
Voted
SAC
2004
ACM
15 years 6 months ago
Frequent free tree discovery in graph data
In recent years, researchers in graph mining have been exploring linear paths as well as subgraphs as pattern languages. In this paper, we are investigating the middle ground betw...
Ulrich Rückert, Stefan Kramer
97
Voted
APPINF
2003
15 years 1 months ago
Fast Frequent Itemset Mining using Compressed Data Representation
Discovering association rules by identifying relationships among sets of items in a transaction database is an important problem in Data Mining. Finding frequent itemsets is compu...
Raj P. Gopalan, Yudho Giri Sucahyo
ITIIS
2008
84views more  ITIIS 2008»
15 years 16 days ago
A Scalable Recovery Tree Construction Scheme Considering Spatial Locality of Packet Loss
Packet losses tend to occur during short error bursts separated by long periods of relatively error-free transmission. There is also a significant spatial correlation in loss amon...
Jinsuk Baek, Jehan-François Pâris