176
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KDD
2003
ACM
16 years 7 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...
191
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KDD
2003
ACM
16 years 7 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...
160
click to vote
KDD
2003
ACM
16 years 7 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 ...
192
click to vote
KDD
2003
ACM
16 years 7 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...
143
click to vote
KDD
2003
ACM
16 years 7 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...
191
click to vote
KDD
2003
ACM
16 years 7 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...
162
click to vote
KDD
2003
ACM
16 years 7 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...
227
click to vote
KDD
2003
ACM
16 years 7 months ago
2003
ACM
Airlines routinely overbook flights based on the expectation that some fraction of booked passengers will not show for each flight. Accurate forecasts of the expected number of no...
173
click to vote
KDD
2003
ACM
16 years 7 months ago
2003
ACM
Government regulations are semi-structured text documents that are often voluminous, heavily cross-referenced between provisions and even ambiguous. Multiple sources of regulation...