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KDD
1994
ACM
93views Data Mining» more  KDD 1994»
15 years 10 months ago
Using Metagueries to Integrate Inductive Learning and Deductive Database Technology
Wei-Min Shen, Bharat G. Mitbander, KayLiang Ong, C...
FSKD
2006
Springer
199views Fuzzy Logic» more  FSKD 2006»
15 years 10 months ago
Location-Aware Data Mining for Mobile Users Based on Neuro-fuzzy System
Data mining tools generally deal with highly structured and precise data. However, classical methods fail to handle imprecise or uncertain information. This paper proposes a neuro-...
Romeo Mark A. Mateo, Malrey Lee, Su-Chong Joo, Jae...
PVLDB
2010
151views more  PVLDB 2010»
15 years 4 months ago
A Generic Framework for Handling Uncertain Data with Local Correlations
Data uncertainty is ubiquitous in many real-world applications such as sensor/RFID data analysis. In this paper, we investigate uncertain data that exhibit local correlations, tha...
Xiang Lian, Lei Chen 0002
JMLR
2010
182views more  JMLR 2010»
15 years 1 months ago
Decision Tree for Dynamic and Uncertain Data Streams
Current research on data stream classification mainly focuses on certain data, in which precise and definite value is usually assumed. However, data with uncertainty is quite natu...
Chunquan Liang, Yang Zhang, Qun Song
FLAIRS
2003
15 years 7 months ago
Using Bayesian Networks for Cleansing Trauma Data
Medical data is unique due to its large volume, heterogeneity and complexity. This necessitates costly active participation of medical domain experts in the task of cleansing medi...
Prashant Doshi, Lloyd Greenwald, John R. Clarke