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ICDM
2006
IEEE
145views Data Mining» more  ICDM 2006»
15 years 10 months ago
Stability Region Based Expectation Maximization for Model-based Clustering
In spite of the initialization problem, the ExpectationMaximization (EM) algorithm is widely used for estimating the parameters in several data mining related tasks. Most popular ...
Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratn...
138
Voted
ICPADS
2006
IEEE
15 years 10 months ago
XYZ: A Scalable, Partially Centralized Lookup Service for Large-Scale Peer-to-Peer Systems
Peer-to-Peer (P2P) systems are characterized by direct access between peer computers, rather than through a centralized server. File sharing is the dominant P2P application on the...
Jianying Zhang, Jie Wu
126
Voted
IISWC
2006
IEEE
15 years 10 months ago
MineBench: A Benchmark Suite for Data Mining Workloads
Abstract— Data mining constitutes an important class of scientific and commercial applications. Recent advances in data extraction techniques have created vast data sets, which ...
Ramanathan Narayanan, Berkin Özisikyilmaz, Jo...
IJCNN
2006
IEEE
15 years 10 months ago
Extraction of Components with Structured Variance
Abstract— We present a method for exploratory data analysis of large spatiotemporal data sets such as global longtime climate measurements, extending our previous work on semibli...
Alexander Ilin, Harri Valpola, Erkki Oja
INFOCOM
2006
IEEE
15 years 10 months ago
On the Capacity of Optical Networks: A Framework for Comparing Different Transport Architectures
— In this work, we compare three optical transport network architectures: optical packet switching (OPS), optical flow switching (OFS), and optical burst switching (OBS). Our co...
Guy Weichenberg, Vincent W. S. Chan, Muriel M&eacu...