Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2014

Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2014

10 Lectures · Oct 6, 2014

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 2014 website.

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Uploaded videos:

Invited talk

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01:21:09

Automatically Labeling Facts in a Never-Ending Language Learning system

Estevam R. Hruschka

Dec 01, 2014

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4804 Views

Invited Talk

Text Mining and Semantic Technologies

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19:09

A System For Large Scale Data Exploration and Organization

Luis Rei

Dec 01, 2014

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1952 Views

Lecture
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10:07

Towards Social Media Mining: Twitterobservatory

Inna Novalija

Dec 01, 2014

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1879 Views

Lecture
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14:40

TweetViz: Twitter Data Visualization

Ivica Dimitrovski

Dec 01, 2014

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1744 Views

Lecture
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12:47

Algorithm For Classification Of Textual Documents Represented By Tandem Analysis

Jasminka Dobša

Dec 01, 2014

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1651 Views

Lecture
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21:28

A High-Performance Multithreaded Approach For Clustering A Stream Of Documents

Janez Brank

Dec 01, 2014

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1654 Views

Lecture

Applications of Text/Data Mining

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17:35

Consistency And Completeness Of Multiword Expressions During Translation

Katerina Zdravkova

Dec 01, 2014

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1468 Views

Lecture
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14:13

Complex Event Detection And Prediction In Traffic

Blaž Kažič

Dec 01, 2014

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2061 Views

Lecture
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16:03

Government Transparency Through Technology

Matej Kovačič

Dec 01, 2014

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1802 Views

Lecture
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13:36

Mining Demand And Supply Data With Methods Of Economic Statistics

Melita Hajdinjak

Dec 01, 2014

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1876 Views

Lecture