74
Voted
KDD
2001
ACM
15 years 9 months ago
2001
ACM
This paper introduces the application of data mining methods to the analysis and prediction of the typhoon. The testbed for this research is the typhoon image collection that we e...
KDD
2001
ACM
15 years 9 months ago
2001
ACM
In this paper, a multimedia data mining framework for discovering important but previously unknown knowledge such as vehicle identification, traffic flow, and the spatio-temporal ...
123
Voted
KDD
2001
ACM
15 years 9 months ago
2001
ACM
Breast cancer represents the second leading cause of cancer deaths in women today and it is the most common type of cancer in women. This paper presents some experiments for tumou...
52
Voted
KDD
2001
ACM
15 years 9 months ago
2001
ACM
KDD
2001
ACM
15 years 9 months ago
2001
ACM
In this paper, we focus on mining surprising periodic patterns in a sequence of events. In many applications, e.g., computational biology, an infrequent pattern is still considere...
KDD
2001
ACM
15 years 9 months ago
2001
ACM
This study compares five well-known association rule algorithms using three real-world datasets and an artificial dataset. The experimental results confirm the performance improve...
89
Voted
KDD
2001
ACM
15 years 9 months ago
2001
ACM
We present a generalization of frequent itemsets allowing the notion of errors in the itemset definition. We motivate the problem and present an efficient algorithm that identifie...
60
Voted
KDD
2001
ACM
15 years 9 months ago
2001
ACM
64
Voted
KDD
2001
ACM
15 years 9 months ago
2001
ACM
KDD
2001
ACM
15 years 9 months ago
2001
ACM
We focus on the problem of finding patterns across two large, multidimensional datasets. For example, given feature vectors of healthy and of non-healthy patients, we want to answ...