Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2011

Slovenian KDD Conference on Data Mining and Data Warehouses (SiKDD), Ljubljana 2011

15 Videos · Oct 10, 2011

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.

Detailed information can be found at Slovenian KDD conference 2011.

Videos

Invited Talk

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48:05

Are privacy advocates threatening the future of science?

Abraham B. Hsuan

Dec 2, 2011

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3165 views

Text Mining and Semantic Technologies

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14:12

Visualizations of slovenian scientific community

Mario Karlovčec

Nov 4, 2011

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3118 views

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17:43

Exploring history through newspaper archives

Jasna Škrbec

Nov 4, 2011

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4132 views

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26:41

Fifty ways to detect a ghostwriter

Katerina Zdravkova

Nov 4, 2011

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4484 views

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14:24

High-coverage extraction of semantic assertions from text

Dunja Mladenić

Nov 4, 2011

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3055 views

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16:12

Semantic role frames graph-based multidocument summarization

Ercan Canhasi

Nov 4, 2011

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4250 views

Data Mining and Machine Learning Methods

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11:28

The influence of weighting the k-occurrences on hubness-aware classification met...

Nenad Tomašev

Nov 4, 2011

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2890 views

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24:03

Comparison of distances for multi-label classification with PCTs

Valentin Gjorgjioski

Nov 4, 2011

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3117 views

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17:05

On the complementarity of OLAP and rich associations mining

David Chudán

Nov 4, 2011

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2889 views

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26:06

Exploring the space of coding matrix classifiers for hierarchical multiclass tex...

Janez Brank

Nov 4, 2011

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2873 views

Applications of Data Mining and Machine Learning

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16:47

A framework for a multilingual contextual and behavioral online advertising netw...

Domen Košir

Nov 4, 2011

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3158 views

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14:18

Exploring the hubness-related properties of oceanographic sensor data

Nenad Tomašev

Nov 4, 2011

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2775 views

Applications of Data Mining and Machine Learning

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31:09

Analysis and prediction of bug duplicates in KDE bug tracking system

Gregor Leban

Nov 4, 2011

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3416 views

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26:53

WIKImage: Correlated image and text datasets

Doni Pracner

Nov 4, 2011

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3354 views

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08:53

Nonlinear principal component analysis for compression of spectral data

Faraz Madanchi,

Syamak Farajikhah

Nov 4, 2011

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3967 views