Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2013

Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2013

12 Lectures · Oct 7, 2013

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 2013 website.

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Uploaded videos:

Invited talk

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36:42

The Challenges of Data Cooperatives: Collaboration, Competition, Controversy?

Abraham B. Hsuan

Oct 30, 2013

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2937 Views

Invited Talk

Semantic Technologies

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13:45

Applying NLP for building domain ontology: fashion collection

Inna Novalija

Oct 30, 2013

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3217 Views

Lecture
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21:41

Call centre knowledge acquisition and decision support prototype

Zala Herga

Oct 30, 2013

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2235 Views

Lecture
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12:54

Semi-automatic rule construction for semantic linking of relation arguments

Janez Starc

Oct 30, 2013

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1788 Views

Lecture

Text/Data Mining and Semantic Technologies

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19:58

Personalized Query Auto-Completion for News Search

Lorand Dali

Oct 30, 2013

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2005 Views

Lecture
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15:18

Parameter Estimation for the Latent Dirichlet Allocation

Jaka Špeh

Oct 30, 2013

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4889 Views

Lecture
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11:45

Discovering popular events from tweets

Alexandra Moraru

Oct 30, 2013

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2708 Views

Lecture
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14:11

Usage of the Kalman filter for data cleaning of sensor data

Klemen Kenda

Oct 30, 2013

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3595 Views

Lecture

Applications of Text/Data Mining

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13:26

Event processing in asset management

Klemen Kenda

Oct 30, 2013

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1828 Views

Lecture
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16:22

Sensor-based single-user activity recognition

Blaž Kažič

Oct 30, 2013

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2294 Views

Lecture
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14:42

(i)DiversiNews a stream-based, on-line service for diversified news

Mitja Trampuš,

Jan Berčič

Oct 30, 2013

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2875 Views

Lecture

Data Mining and Machine Learning Technologies

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23:50

Calculating distance measure for clustering in multi-relational settings

Olegas Niaksu

Oct 30, 2013

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1776 Views

Lecture