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» Presenting Data from Experiments in Algorithmics
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185
Voted
EDBT
2010
ACM
132views Database» more  EDBT 2010»
15 years 9 months ago
Algorithm-safe privacy-preserving data publishing
This paper develops toolsets for eliminating algorithm-based disclosure from existing privacy-preserving data publishing algorithms. We first show that the space of algorithm-base...
Xin Jin, Nan Zhang 0004, Gautam Das
INCDM
2010
Springer
172views Data Mining» more  INCDM 2010»
15 years 4 months ago
Evaluating the Quality of Clustering Algorithms Using Cluster Path Lengths
Many real world systems can be modeled as networks or graphs. Clustering algorithms that help us to organize and understand these networks are usually referred to as, graph based c...
Faraz Zaidi, Daniel Archambault, Guy Melanç...
169
Voted
IPPS
1998
IEEE
15 years 10 months ago
High Performance Data Mining Using Data Cubes on Parallel Computers
On-Line Analytical Processing techniques are used for data analysis and decision support systems. The multidimensionality of the underlying data is well represented by multidimens...
Sanjay Goil, Alok N. Choudhary
156
Voted
IBPRIA
2005
Springer
15 years 11 months ago
A Stochastic Approach to Wilson's Editing Algorithm
Abstract. Two extensions of the original Wilson’s editing method are introduced in this paper. These new algorithms are based on estimating probabilities from the k-nearest neigh...
Fernando Vázquez, José Salvador S&aa...
VLDB
1999
ACM
188views Database» more  VLDB 1999»
15 years 10 months ago
Comparing Hierarchical Data in External Memory
We present an external-memory algorithm for computing a minimum-cost edit script between two rooted, ordered, labeled trees. The I/O, RAM, and CPU costs of our algorithm are, resp...
Sudarshan S. Chawathe