1006 search results - page 23 / 202 » A Case Study for Learning from Imbalanced Data Sets |
STACS
1999
Springer
13 years 12 months ago
1999
Springer
Abstract. We advocate to analyze the average complexity of learning problems. An appropriate framework for this purpose is introduced. Based on it we consider the problem of learni...
ML
2008
ACM
13 years 7 months ago
2008
ACM
Abstract. We revisit an application developed originally using Inductive Logic Programming (ILP) by replacing the underlying Logic Program (LP) description with Stochastic Logic Pr...
VISUALIZATION
2002
IEEE
14 years 19 days ago
2002
IEEE
We have created an application, called PRIMA (Patient Record Intelligent Monitoring and Analysis), which can be used to visualize and understand patient record data. It was develo...
IJCNLP
2005
Springer
14 years 1 months ago
2005
Springer
The current work applies Conditional Random Fields to the problem of temporal reference mapping from Chinese text to English text. The learning algorithm utilizes a moderate number...
EMMCVPR
2011
Springer
12 years 7 months ago
2011
Springer
The recently proposed ImageNet dataset consists of several million images, each annotated with a single object category. However, these annotations may be imperfect, in the sense t...