74
Voted
DATAMINE
2002
15 years 6 days ago
2002
109
Voted
DATAMINE
2002
15 years 6 days ago
2002
An overview of cluster analysis techniques from a data mining point of view is given. This is done by a strict separation of the questions of various similarity and distance measur...
101
Voted
DATAMINE
2002
15 years 6 days ago
2002
Reflectance spectroscopy is a standard tool for studying the mineral composition of rock and soil samples and for remote sensing of terrestrial and extraterrestrial surfaces. We de...
108
Voted
DATAMINE
2002
15 years 6 days ago
2002
: Web usage mining, possibly used in conjunction with standard approaches to personalization such as collaborative filtering, can help address some of the shortcomings of these tec...
75
Voted
DATAMINE
2002
15 years 6 days ago
2002
111
Voted
DATAMINE
2002
15 years 6 days ago
2002
Discrete values have important roles in data mining and knowledge discovery. They are about intervals of numbers which are more concise to represent and specify, easier to use and ...
125
Voted
DATAMINE
2002
15 years 6 days ago
2002
Collaborative recommender systems allow personalization for e-commerce by exploiting similarities and dissimilarities among customers' preferences. We investigate the use of a...
118
Voted
DATAMINE
2002
15 years 6 days ago
2002
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
100
Voted
DATAMINE
2002
15 years 6 days ago
2002
To satisfy potential customers of a Web site and to lead them to the goods offered by the site, one should support them in the course of navigation they have embarked on. This pape...
87
Voted
DATAMINE
2002
15 years 6 days ago
2002
Cubegrades are generalization of association rules which represent how a set of measures (aggregates) is affected by modifying a cube through specialization (rolldown), generaliza...