75 search results - page 6 / 15 » Incremental Fuzzy Decision Trees |
94
Voted
SIGMOD
1999
ACM
15 years 2 months ago
1999
ACM
Classification is an important data mining problem. Given a training database of records, each tagged with a class label, the goal of classification is to build a concise model ...
70
Voted
FSS
2008
14 years 10 months ago
2008
In this paper we propose a generic methodology for the automated generation of fuzzy models. The methodology is realized in three stages. Initially, a crisp model is created and i...
95
Voted
KBS
2002
14 years 10 months ago
2002
In this paper, a hybrid learning approach named HDT is proposed. HDT simulates human reasoning by using symbolic learning to do qualitative analysis and using neural learning to d...
102
Voted
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
Recent decision-theoric planning algorithms are able to find optimal solutions in large problems, using Factored Markov Decision Processes (fmdps). However, these algorithms need ...
74
Voted
AAAI
2006
14 years 11 months ago
2006
Most existing decision tree inducers are very fast due to their greedy approach. In many real-life applications, however, we are willing to allocate more time to get better decisi...