Publication View

Communication and Memory Efficient Parallel Decision Tree Construction (2003)

Abstract
Decision tree construction is an important data mining problem. In this paper, we revisit this problem, with a new goal, i.e. Can we develop an efficient parallel algorithm for decision tree construction that can be parallelized in the same way as algorithms for other major mining tasks ?.

Publication details
Download http://citeseerx.ist.psu.edu/viewdoc/summary?doi=?doi=10.1.1.4.3059
Source http://www.cis.ohio-state.edu/%7Ejinr/Papers/siam03.pdf
Contributors CiteSeerX
Repository CiteSeerX - Scientific Literature Digital Library and Search Engine (United States)
Type text
Language English
Relation 10.1.1.41.6931, 10.1.1.104.152, 10.1.1.119.3124, 10.1.1.40.5742, 10.1.1.42.5335, 10.1.1.136.3242, 10.1.1.46.9705, 10.1.1.27.1592, 10.1.1.35.9164, 10.1.1.40.3406, 10.1.1.29.1220, 10.1.1.106.8174, 10.1.1.2.9831, 10.1.1.9.1885, 10.1.1.51.1900, 10.1.1.76.9371, 10.1.1.113.3192, 10.1.1.70.1295, 10.1.1.121.8179, 10.1.1.129.8897