5463 search results - page 69 / 1093 » Evaluating algorithms that learn from data streams |
112
click to vote
KDD
1998
ACM
15 years 4 months ago
1998
ACM
This paper presents an algorithm for discovering conjunction rules with high reliability from data sets. The discovery of conjunction rules, each of which is a restricted form of ...
192
Voted
VLDB
2004
ACM
16 years 24 days ago
2004
ACM
There is growing interest in algorithms for processing and querying continuous data streams (i.e., data that is seen only once in a fixed order) with limited memory resources. In i...
179
Voted
PRL
2011
14 years 3 months ago
2011
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
119
click to vote
KDD
2005
ACM
16 years 29 days ago
2005
ACM
Temporal Text Mining (TTM) is concerned with discovering temporal patterns in text information collected over time. Since most text information bears some time stamps, TTM has man...
110
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...