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OTM
2005
Springer
16 years 2 days ago
Evaluating Ontology Criteria for Requirements in a Geographic Travel Domain
Abstract. An ontology is a model of a domain of knowledge. The knowledge that is captured in an ontology can be used for providing interoperability, sharing of information and redu...
Jonathan Yu, James A. Thom, Audrey M. Tam
PAKDD
2005
ACM
100views Data Mining» more  PAKDD 2005»
16 years 2 days ago
Pushing Tougher Constraints in Frequent Pattern Mining
In this paper we extend the state-of-art of the constraints that can be pushed in a frequent pattern computation. We introduce a new class of tough constraints, namely Loose Anti-m...
Francesco Bonchi, Claudio Lucchese
PAKDD
2005
ACM
120views Data Mining» more  PAKDD 2005»
16 years 2 days ago
Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics
In several contexts and domains, hierarchical agglomerative clustering (HAC) offers best-quality results, but at the price of a high complexity which reduces the size of datasets ...
Mirco Nanni
PAKDD
2005
ACM
133views Data Mining» more  PAKDD 2005»
16 years 2 days ago
Feature Selection for High Dimensional Face Image Using Self-organizing Maps
: While feature selection is very difficult for high dimensional, unstructured data such as face image, it may be much easier to do if the data can be faithfully transformed into l...
Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zh...
PAKDD
2005
ACM
115views Data Mining» more  PAKDD 2005»
16 years 2 days ago
Performance Measurements for Privacy Preserving Data Mining
Abstract. This paper establishes the foundation for the performance measurements of privacy preserving data mining techniques. The performance is measured in terms of the accuracy ...
Nan Zhang 0004, Wei Zhao, Jianer Chen