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Text mining for cross-domain knowledge discovery

Author(s): Matjaž Juršič (Author), Nada Lavrač (Supervisor), Bojan Cestnik (Co-Supervisor)

Year: 2013

Type: Doctoral dissertation

One of the prevailing tendencies in science is research over-specialization, resulting in deep but relatively isolated islands of knowledge. Due to the huge amounts of scientific information produced at an increasingly fast pace, it has become difficult to follow even the specific literature limited to a single domain of specialization. …

A Modular Ontology of Data Mining

Author(s): Panče Panov (Author), Sašo Džeroski (Supervisor)

Year: 2012

Type: Doctoral dissertation

The domain of data mining (DM) deals with analyzing different types of data. The data typically used in data mining is in the format of a single table, with primitive datatypes as attributes. However, structured (complex) data, such as graphs, sequences, networks, text, image, multimedia and relational data, are receiving …