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ILP
2005
Springer
16 years 7 days ago
Generalization Behaviour of Alkemic Decision Trees
Abstract. This paper is concerned with generalization issues for a decision tree learner for structured data called Alkemy. Motivated by error bounds established in statistical lea...
Kee Siong Ng
IWINAC
2005
Springer
16 years 7 days ago
Reasoning by Assumption: Formalisation and Analysis of Human Reasoning Traces
This paper shows how empirical human reasoning traces can be formalised and automatically analysed against dynamic properties they fulfil. To this end, for the reasoning pattern c...
Tibor Bosse, Catholijn M. Jonker, Jan Treur
LPAR
2005
Springer
16 years 7 days ago
Recursive Path Orderings Can Also Be Incremental
In this paper the Recursive Path Ordering is adapted for proving termination of rewriting incrementally. The new ordering, called Recursive Path Ordering with Modules, has as ingre...
Mirtha-Lina Fernández, Guillem Godoy, Alber...
MLDM
2005
Springer
16 years 7 days ago
Diagnosis of Lung Nodule Using Reinforcement Learning and Geometric Measures
This paper uses a set of 3D geometric measures with the purpose of characterizing lung nodules as malignant or benign. Based on a sample of 36 nodules, 29 benign and 7 malignant, t...
Aristófanes Corrêa Silva, Valdeci Rib...
PAKDD
2005
ACM
132views Data Mining» more  PAKDD 2005»
16 years 7 days ago
On Multiple Query Optimization in Data Mining
Traditional multiple query optimization methods focus on identifying common subexpressions in sets of relational queries and on constructing their global execution plans. In this p...
Marek Wojciechowski, Maciej Zakrzewicz