K-RNN: k-Relational Neareast Neighbour Algorithm

• Autor(es): Nuno A Fonseca ; Vítor Santos Costa ; Rui Camacho
• Data: 2008
• Identificador Persistente: http://hdl.handle.net/10216/67385
• Origem: Repositório Aberto da Universidade do Porto
• Assunto(s): Ciências Tecnológicas; Engenharia; Engenharia do conhecimento
• Tipo de Documento: Documento de conferência
• Idioma: Inglês

Descrição

The amount of data collected and stored in databases is growing considerably in almost all areas of human activity. In complex applications the data involves several relations and proposionalization is not a suitable approach. Multi- Relational Data Mining algorithms can analyze data from multiple relations, with no need to transform the data into a single table, but are computationally more expensive. In this paper a novel relational classification algorithm based on the k-nearest neighbour algorithm is presented and evaluated.