1134 search results - page 52 / 227 » Sequential Inductive Learning |
124
click to vote
DATAMINE
2010
15 years 23 days ago
2010
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
82
Voted
ML
2000
ACM
15 years 14 days ago
2000
ACM
Abstract. A single mechanism is responsible for three pathologies of induction algorithms: attribute selection errors, overfitting, and oversearching. In each pathology, induction ...
102
Voted
IJCV
2000
15 years 15 days ago
2000
In this paper we first overview the main concepts of Statistical Learning Theory, a framework in which learning from examples can be studied in a principled way. We then briefly di...
94
Voted
ECAI
1998
Springer
15 years 5 months ago
1998
Springer
In this paper we describe an approach for integrating abduction and induction in the ILP setting of learning from interpretations with the aim of solving the problem of incomplete...
85
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
This paper proposes a novel decision tree for a data set with time-series attributes. Our time-series tree has a value (i.e. a time sequence) of a time-series attribute in its int...