Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2015

Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2015

8 Lectures · Oct 5, 2015

About

Data handling technologies are significantly progressing. The first phases mainly dealing with storing and efficiently accessing the data, resulted in the development of industry delivering tools for handling large databases, standardization of related processes, queering languages, etc. When the data storage was not a primary problem any more the need for improving the database organization resulted in the databases supporting not only transactions but also analytical views of the data. At this point data warehousing with OLAP (On-Line-Analytical-Processing) entered as a usual part of a company information system. The OLAP paradigme stil requires from the user to set well defined questions which is not always easy and possible. This led to the development of Data Mining offering automatic data analysis trying to obtain some new information from the existing data and enabling the user some new insights in the data. Further development of methods for Text and Multimedia Mining enables handling textual, video and audio data in addition to well structured data in databases. Large amount of data and activities on the Web is further addressed in Web Mining where in addition to content of the Web documents, the structure of the Web and Web log-files are analysed. Structure of interconnected data objects is also in focus of Link Detection and Link Analysis, as for instance in Social Network Analysis.

To find out more please visit SiKDD 2015 website.

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Uploaded videos:

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13:52

The Pursuit of Journalistic News Values through Text Mining Techniques

Evgenia Belyaeva

Oct 21, 2015

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1393 Views

Lecture
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Mining scientific literature about ageing to support better understanding and tr...

Donatella Gubiani

Oct 21, 2015

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1215 Views

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Ingredients matching in bakery products

Tome Eftimov

Oct 21, 2015

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1605 Views

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21:08

Indexing of large n-gram collection

Patrik Zajec

Oct 21, 2015

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1933 Views

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14:45

Event detection in twitter with an event knowledge base

Luis Rei

Oct 21, 2015

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1325 Views

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12:35

Expanding the OntoDM ontology with network analysis tasks and algorithms

Panče Panov

Oct 21, 2015

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1251 Views

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19:04

Inverted Heuristics in Subgroup Discovery

Anita Valmarska

Oct 21, 2015

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1579 Views

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08:22

Forecasting sales based on card transactions data

Alexandra Moraru

Oct 21, 2015

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1429 Views

Lecture