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GIS
2009
ACM
14 years 2 days ago
REG^2: a regional regression framework for geo-referenced datasets
Traditional regression analysis derives global relationships between variables and neglects spatial variations in variables. Hence they lack the ability to systematically discover...
Oner Ulvi Celepcikay, Christoph F. Eick
AUSDM
2007
Springer
100views Data Mining» more  AUSDM 2007»
14 years 1 months ago
An E-Market Framework to Determine the Strength of Business Relationships between Intelligent Agents
When an agent enters in an e-Market for the first time, it has no historical information that can be used to determine the strength of business relationship with participant agen...
Khandaker Shahidul Islam
ICDM
2008
IEEE
179views Data Mining» more  ICDM 2008»
14 years 1 months ago
Detection and Exploration of Outlier Regions in Sensor Data Streams
Sensor networks play an important role in applications concerned with environmental monitoring, disaster management, and policy making. Effective and flexible techniques are need...
Conny Franke, Michael Gertz
KDD
2004
ACM
164views Data Mining» more  KDD 2004»
14 years 7 months ago
Discovering complex matchings across web query interfaces: a correlation mining approach
To enable information integration, schema matching is a critical step for discovering semantic correspondences of attributes across heterogeneous sources. While complex matchings ...
Bin He, Kevin Chen-Chuan Chang, Jiawei Han
SDM
2003
SIAM
125views Data Mining» more  SDM 2003»
13 years 8 months ago
Scalable, Balanced Model-based Clustering
This paper presents a general framework for adapting any generative (model-based) clustering algorithm to provide balanced solutions, i.e., clusters of comparable sizes. Partition...
Shi Zhong, Joydeep Ghosh