2111 search results - page 66 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
103
click to vote
ICSE
2003
IEEE-ACM
16 years 2 months ago
2003
IEEE-ACM
Web applications have become critical components of the global information infrastructure, and it is important that they be validated to ensure their reliability. Therefore, many ...
226
click to vote
CISISSPAIN
2011
14 years 6 months ago
2011
In last decades there have been many proposals from the machine learning community in the intrusion detection field. One of the main problems that Intrusion Detection Systems (IDSs...
146
click to vote
ICST
2011
IEEE
14 years 6 months ago
2011
IEEE
User input validation is a technique to counter attacks on web applications. In typical client-server architectures, this validation is performed on the client side. This is ineff...
105
click to vote
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
In this paper, we present a general machine learning approach to the problem of deciding when to share probabilistic beliefs between agents for distributed monitoring. Our approac...
152
click to vote
ML
2000
ACM
15 years 2 months ago
2000
ACM
The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. A numb...