Sciweavers

1107 search results - page 57 / 222
» Multi-instance tree learning
Sort
View
ADMA
2006
Springer
110views Data Mining» more  ADMA 2006»
15 years 3 months ago
Learning with Local Drift Detection
Abstract. Most of the work in Machine Learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Gladys Castillo
JIIS
2000
120views more  JIIS 2000»
14 years 11 months ago
Machine Learning for Intelligent Processing of Printed Documents
Abstract. A paper document processing system is an information system component which transforms information on printed or handwritten documents into a computer-revisable form. In ...
Floriana Esposito, Donato Malerba, Francesca A. Li...
DIAGRAMS
2004
Springer
15 years 4 months ago
Decision Diagrams in Machine Learning: An Empirical Study on Real-Life Credit-Risk Data
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
Christophe Mues, Bart Baesens, Craig M. Files, Jan...
MMM
2011
Springer
251views Multimedia» more  MMM 2011»
14 years 3 months ago
Randomly Projected KD-Trees with Distance Metric Learning for Image Retrieval
Abstract. Efficient nearest neighbor (NN) search techniques for highdimensional data are crucial to content-based image retrieval (CBIR). Traditional data structures (e.g., kd-tree...
Pengcheng Wu, Steven C. H. Hoi, Duc Dung Nguyen, Y...
ACL
2000
15 years 19 days ago
Diagnostic Processing of Japanese for Computer-Assisted Second Language Learning
As an application of NLP to computer-assisted language learning(CALL) , we propose a diagnostic processing of Japanese being able to detect errors and inappropriateness of sentenc...
Jun'ichi Kakegawa, Hisayuki Kanda, Eitaro Fujioka,...