Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2017

Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2017

10 Lectures · Oct 8, 2017

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 2017 website.

Related categories

Uploaded videos:

video-img
29:35

Annotating Documents with Relevant Wikipedia Concepts

Janez Brank

Dec 08, 2017

 · 

1033 Views

Lecture
video-img
09:45

Impact of News Events on the Financial Markets

Dunja Mladenić

Dec 08, 2017

 · 

997 Views

Lecture
video-img
14:58

Ontology-based translation memory maintenance

Andraž Repar

Dec 08, 2017

 · 

639 Views

Lecture
video-img
15:43

Challenges in media monitoring of worldwide news sources to support public healt...

João Pita Costa

Dec 08, 2017

 · 

579 Views

Lecture
video-img
16:06

Audience Segmentation Based on Topic Profiles

Matic Kladnik

Dec 08, 2017

 · 

610 Views

Lecture
video-img
13:31

Building Clients Risk Profile Based on Call Detail Records

Zala Herga

Dec 08, 2017

 · 

731 Views

Lecture
video-img
18:35

Analyzing raw log files to find execution anomalies

Primož Škraba

Dec 08, 2017

 · 

953 Views

Lecture
video-img
14:22

Usage of SVM for a Triggering Mechanism for Higgs Boson Detection

Klemen Kenda

Dec 08, 2017

 · 

891 Views

Lecture
video-img
13:13

A methodology to evaluate the evolution of networks using topological data analy...

João Pita Costa

Dec 08, 2017

 · 

574 Views

Lecture
video-img
14:47

Improving mortality prediction for intensive care unit patients using text minin...

Primož Kocbek

Dec 08, 2017

 · 

722 Views

Lecture