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86
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BMCBI
2007
132views more  BMCBI 2007»
15 years 23 days ago
Analysis of probe level patterns in Affymetrix microarray data
Background: Microarrays have been used extensively to analyze the expression profiles for thousands of genes in parallel. Most of the widely used methods for analyzing Affymetrix ...
Alexander C. Cambon, Abdelnaby Khalyfa, Nigel G. F...
SPAA
2005
ACM
15 years 6 months ago
Decentralized algorithms using both local and random probes for P2P load balancing
We study randomized algorithms for placing a sequence of n nodes on a circle with unit perimeter. Nodes divide the circle into disjoint arcs. We desire that a newly-arrived node (...
Krishnaram Kenthapadi, Gurmeet Singh Manku
73
Voted
HICSS
2003
IEEE
148views Biometrics» more  HICSS 2003»
15 years 6 months ago
Bluenet II - A Detailed Realization of the Algorithm and Performance
The recent interest in ad hoc networks, in general, and in the Bluetooth technology, in particular, has stimulated much research in algorithms for topology control of such network...
Zhifang Wang, Zygmunt J. Haas, Robert J. Thomas
KDD
2004
ACM
624views Data Mining» more  KDD 2004»
15 years 6 months ago
Programming the K-means clustering algorithm in SQL
Using SQL has not been considered an efficient and feasible way to implement data mining algorithms. Although this is true for many data mining, machine learning and statistical a...
Carlos Ordonez
115
Voted
SIGMOD
2000
ACM
173views Database» more  SIGMOD 2000»
15 years 4 months ago
Efficient Algorithms for Mining Outliers from Large Data Sets
In this paper, we propose a novel formulation for distance-based outliers that is based on the distance of a point from its kth nearest neighbor. We rank each point on the basis o...
Sridhar Ramaswamy, Rajeev Rastogi, Kyuseok Shim