Browsing by Author "Hadzic Fedja"

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Browsing by Author "Hadzic Fedja"

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  • CSOM: Self-organising Map for Continuous Data 
    Hadzic Fedja; Dillon Tharam (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2005)
    Nowadays, lots of data is being collected for different industrial and commercial purposes, where the aim is to discover useful patterns from data which leads to discovery of valuable domain knowledge. Unsupervised ...
  • MB3-Miner: mining eMBedded subTREEs using Tree Model Guided candidate generation 
    Dillon Tharam; Hadzic Fedja; Tan Henry; Feng Ling; Chang Elizabeth (The Institute of Electrical and Electronic Engineers Inc (IEEE), 2005)
    Tree mining has many useful applications in areas such as Bioinformatics, XML mining, Web mining, etc. In general, most of the formally represented information in these domains is a tree structured form. In this paper ...
  • X3-Miner: mining patterns from an XML database 
    Tan Hark; Dillon Tharam; Feng Ling; Chang Elizabeth; Hadzic Fedja (WIT Press, 2005)
    An XML enabled framework for representation of association rules in databases was first presented in [4]. In Frequent Structure Mining (FSM), one of the popular approaches is to use graph matching that use data structures ...