HIS
2004
13 years 8 months ago
2004
The increasing volume of unsolicited bulk e-mail (also known as spam) has generated a need for reliable anti-spam filters. Using a classifier based on machine learning techniques ...
ECIR
2006
Springer
13 years 8 months ago
2006
Springer
Abstract. This paper describes an efficient method to construct reliable machine learning applications in peer-to-peer (P2P) networks by building ensemble based meta methods. We co...
EACL
2006
ACL Anthology
13 years 8 months ago
2006
ACL Anthology
Extending a machine learning based coreference resolution system with a feature capturing automatically generated information about semantic roles improves its performance.
EACL
2006
ACL Anthology
13 years 8 months ago
2006
ACL Anthology
This paper deals with the problem of recognizing and extracting acronymdefinition pairs in Swedish medical texts. This project applies a rule-based method to solve the acronym rec...
FLAIRS
2004
13 years 8 months ago
2004
Machine learning (ML) is often used to obtain control knowledge to improve planning efficiency. Usually, ML techniques are used in isolation from experience that could be obtained...
CLIN
2004
13 years 8 months ago
2004
Machine learning and statistical methods have yielded impressive results in a wide variety of natural language processing tasks. These advances have generally been regarded as eng...
AOIS
2004
13 years 8 months ago
2004
Large scale multi-agent systems (MASs) in unpredictable environments must use machine learning techniques to perform their goals and improve the performance of the system. This pap...
AAAI
2006
13 years 8 months ago
2006
A major goal for AI is to allow users to interact with agents that learn in real time, making new kinds of interactive simulations, training applications, and digital entertainmen...
AAAI
2004
13 years 8 months ago
2004
Computer systems are rapidly becoming so complex that maintaining them with human support staffs will be prohibitively expensive and inefficient. In response, visionaries have beg...
AAAI
2004
13 years 8 months ago
2004
For a robot, the ability to get from one place to another is one of the most basic skills. However, locomotion on legged robots is a challenging multidimensional control problem. ...