Sciweavers

2137 search results - page 241 / 428
» Experiments in Predicting Biodegradability
Sort
View
ECML
2003
Springer
14 years 3 months ago
Ensembles of Multi-instance Learners
In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. Through analyzin...
Zhi-Hua Zhou, Min-Ling Zhang
EMSOFT
2001
Springer
14 years 2 months ago
An Implementation of Scoped Memory for Real-Time Java
Abstract. This paper presents our experience implementing the memory management extensions in the Real-Time Specification for Java. These extensions are designed to given real-tim...
William S. Beebee, Martin C. Rinard
ILP
2001
Springer
14 years 2 months ago
Learning Functions from Imperfect Positive Data
The Bayesian framework of learning from positive noise-free examples derived by Muggleton [12] is extended to learning functional hypotheses from positive examples containing norma...
Filip Zelezný
PAKDD
2001
ACM
104views Data Mining» more  PAKDD 2001»
14 years 2 months ago
Optimizing the Induction of Alternating Decision Trees
The alternating decision tree brings comprehensibility to the performance enhancing capabilities of boosting. A single interpretable tree is induced wherein knowledge is distribute...
Bernhard Pfahringer, Geoffrey Holmes, Richard Kirk...
WEBI
2001
Springer
14 years 2 months ago
Collaborative Filtering Using Principal Component Analysis and Fuzzy Clustering
: Automated collaborative filtering is a popular technique for reducing information overload. In this paper, we propose a new approach for the collaborative filtering using local...
Katsuhiro Honda, Nobukazu Sugiura, Hidetomo Ichiha...