KDD
2003
ACM
14 years 5 months ago
2003
ACM
KDD
2003
ACM
14 years 5 months ago
2003
ACM
The growth of bioinformatics has resulted in datasets with new characteristics. These datasets typically contain a large number of columns and a small number of rows. For example,...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Using visualization techniques to explore and understand high-dimensional data is an efficient way to combine human intelligence with the immense brute force computation power ava...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
We present and evaluate a NIC-based network intrusion detection system. Intrusion detection at the NIC makes the system potentially tamper-proof and is naturally extensible to wor...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Anomaly detection is an area that has received much attention in recent years. It has a wide variety of applications, including fraud detection and network intrusion detection. A ...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Data mining techniques are routinely used by fundraisers to select those prospects from a large pool of candidates who are most likely to make a financial contribution. These tech...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
A large amount of information on the Web is contained in regularly structured objects, which we call data records. Such data records are important because they often present the e...
KDD
2003
ACM
14 years 5 months ago
2003
ACM
Finding effective methods for developing an ensemble of models has been an active research area of large-scale data mining in recent years. Models learned from data are often subj...