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KDD
2004
ACM
211views Data Mining» more  KDD 2004»
16 years 4 months ago
Towards parameter-free data mining
Most data mining algorithms require the setting of many input parameters. Two main dangers of working with parameter-laden algorithms are the following. First, incorrect settings ...
Eamonn J. Keogh, Stefano Lonardi, Chotirat (Ann) R...
NSDI
2008
15 years 6 months ago
NetComplex: A Complexity Metric for Networked System Designs
The systems and networking community treasures "simple" system designs, but our evaluation of system simplicity often relies more on intuition and qualitative discussion...
Byung-Gon Chun, Sylvia Ratnasamy, Eddie Kohler
KDD
2006
ACM
115views Data Mining» more  KDD 2006»
16 years 4 months ago
Aggregating time partitions
Partitions of sequential data exist either per se or as a result of sequence segmentation algorithms. It is often the case that the same timeline is partitioned in many different ...
Evimaria Terzi, Panayiotis Tsaparas, Taneli Mielik...
GECCO
2007
Springer
193views Optimization» more  GECCO 2007»
15 years 10 months ago
Approximating covering problems by randomized search heuristics using multi-objective models
The main aim of randomized search heuristics is to produce good approximations of optimal solutions within a small amount of time. In contrast to numerous experimental results, th...
Tobias Friedrich, Nils Hebbinghaus, Frank Neumann,...
ICRA
2005
IEEE
86views Robotics» more  ICRA 2005»
15 years 9 months ago
A New Perspective on O(n) Mass-Matrix Inversion for Serial Revolute Manipulators
– This paper describes a new algorithm for the efficient mass-matrix inversion of serial manipulators. Whereas several well-known O(n) algorithms already exist, our presentation ...
Kiju Lee, Gregory S. Chirikjian