Sciweavers

1177 search results - page 94 / 236
» Fusion of multiple classifiers
Sort
View
111
Voted
IDEAL
2004
Springer
15 years 8 months ago
In-Situ Learning in Multi-net Systems
Abstract. Multiple classifier systems based on neural networks can give improved generalisation performance as compared with single classifier systems. We examine collaboration in ...
Matthew C. Casey, Khurshid Ahmad
123
Voted
ISCI
2007
65views more  ISCI 2007»
15 years 2 months ago
Decision-tree instance-space decomposition with grouped gain-ratio
This paper examines a decision-tree framework for instance-space decomposition. According to the framework, the original instance-space is hierarchically partitioned into multiple...
Shahar Cohen, Lior Rokach, Oded Maimon
112
Voted
ACL
2010
15 years 20 days ago
Inducing Domain-Specific Semantic Class Taggers from (Almost) Nothing
This research explores the idea of inducing domain-specific semantic class taggers using only a domain-specific text collection and seed words. The learning process begins by indu...
Ruihong Huang, Ellen Riloff
130
Voted
HIS
2004
15 years 4 months ago
Adaptive Boosting with Leader based Learners for Classification of Large Handwritten Data
Boosting is a general method for improving the accuracy of a learning algorithm. AdaBoost, short form for Adaptive Boosting method, consists of repeated use of a weak or a base le...
T. Ravindra Babu, M. Narasimha Murty, Vijay K. Agr...
138
Voted
CVPR
2008
IEEE
16 years 4 months ago
Unifying discriminative visual codebook generation with classifier training for object category recognition
The idea of representing images using a bag of visual words is currently popular in object category recognition. Since this representation is typically constructed using unsupervi...
Liu Yang, Rong Jin, Rahul Sukthankar, Fréd&...