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ICML
2005
IEEE
16 years 7 months ago
Robust one-class clustering using hybrid global and local search
Unsupervised learning methods often involve summarizing the data using a small number of parameters. In certain domains, only a small subset of the available data is relevant for ...
Gunjan Gupta, Joydeep Ghosh
EDBT
2008
ACM
113views Database» more  EDBT 2008»
16 years 6 months ago
Ensuring correctness over untrusted private database
In this paper we address the problem of ensuring the correctness of query results returned by an untrusted private database. The database owns the data and may modify it at any ti...
Sarvjeet Singh, Sunil Prabhakar
ICDM
2007
IEEE
196views Data Mining» more  ICDM 2007»
16 years 1 months ago
Diagnosing Similarity of Oscillation Trends in Time Series
Sensor networks have increased the amount and variety of temporal data available, requiring the definition of new techniques for data mining. Related research typically addresses...
Leonardo E. Mariote, Claudia Bauzer Medeiros, Rica...
NOMS
2006
IEEE
16 years 22 days ago
System Support for Management of Networked Low-Power Sensors
— This paper addresses the problem of managing a wireless sensor network with mobile managers. The mobile managers should be able to create their connectivity to the nodes they m...
Jai-Jin Lim, Daniel L. Kiskis, Kang G. Shin
ICDM
2005
IEEE
168views Data Mining» more  ICDM 2005»
16 years 10 days ago
Discovering Frequent Arrangements of Temporal Intervals
In this paper we study a new problem in temporal pattern mining: discovering frequent arrangements of temporal intervals. We assume that the database consists of sequences of even...
Panagiotis Papapetrou, George Kollios, Stan Sclaro...