ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
In this paper, we present a new system, called GeneScout, for predicting gene structures in vertebrate genomic DNA. The system contains specially designed hidden Markov models (HM...
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
This paper addresses the special applications of data mining techniques in homeland defense. The problem targeted, which is frequently encountered in military/intelligence surveil...
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
We investigate new approaches for frequent graph-based pattern mining in graph datasets and propose a novel algorithm called gSpan (graph-based Substructure pattern mining), which...
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
In this paper, we propose a new framework for mining frequent patterns from large transactional databases. The core of the framework is of a novel coded prefix-path tree with two...
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
In this paper, we devise an efficient algorithm for clustering market-basket data. Different from those of the traditional data, the features of market-basket data are known to b...
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
This paper describes a novel data mining approach that employs evolutionary programming to discover knowledge represented in Bayesian networks. There are two different approaches ...
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
ICDM
2002
IEEE
14 years 4 months ago
2002
IEEE
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...