Outputs (7)

A weighted utility framework for mining association rules (2008)
Presentation / Conference Contribution

Association rule mining (ARM) identifies frequent itemsets from databases and generates association rules by assuming that all items have the same significance and frequency of occurrence in a record i.e. their weight and utility is the same (weight=... Read More about A weighted utility framework for mining association rules.

Threat Modeling Revisited: Improving Expressiveness of Attack (2008)
Presentation / Conference Contribution

Threat modeling plays an important role in the deployment of optimal security controls and a number of threat modeling techniques have been proposed. However, most of the existing techniques lack adequate semantics and expressiveness. This paper revi... Read More about Threat Modeling Revisited: Improving Expressiveness of Attack.

Fuzzification of spiked neural networks (2008)
Presentation / Conference Contribution

Biological systems are slow, wide and messy whereas computer systems are fast, deep and precise. Fuzzy neural networks use fuzzy logic to implement higher level reasoning and incorporate expert knowledge into the system while neural networks deal wit... Read More about Fuzzification of spiked neural networks.

Mining fuzzy association rules from composite items (2008)
Presentation / Conference Contribution

This paper presents an approach for mining fuzzy Association Rules (ARs) relating the properties of composite items, i.e. items that each feature a number of values derived from a common schema. We partition the values associated to properties into f... Read More about Mining fuzzy association rules from composite items.

On extraction of Nutritional Patterns (NPS) using fuzzy association rule mining (2008)
Presentation / Conference Contribution

Weighted association rule mining from binary and fuzzy data (2008)
Presentation / Conference Contribution

A novel approach is presented for mining weighted association rules (ARs) from binary and fuzzy data. We address the issue of invalidation of downward closure property (DCP) in weighted association rule mining where each item is assigned a weight acc... Read More about Weighted association rule mining from binary and fuzzy data.

A Method for Web Information Extraction (2008)
Presentation / Conference Contribution

The Word Wide Web has become one of the most important information repositories. However, information in web pages is free from standards in presentation and lacks being organized in a good format. It is a challenging work to extract appropriate and... Read More about A Method for Web Information Extraction.