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

Are privacy advocates threatening the future of science?
Dec 2, 2011
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3165 views
Text Mining and Semantic Technologies

Visualizations of slovenian scientific community
Nov 4, 2011
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3118 views

Exploring history through newspaper archives
Nov 4, 2011
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4132 views

Fifty ways to detect a ghostwriter
Nov 4, 2011
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4484 views

High-coverage extraction of semantic assertions from text
Nov 4, 2011
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3055 views

Semantic role frames graph-based multidocument summarization
Nov 4, 2011
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4250 views
Data Mining and Machine Learning Methods

The influence of weighting the k-occurrences on hubness-aware classification met...
Nov 4, 2011
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2890 views

Comparison of distances for multi-label classification with PCTs
Nov 4, 2011
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3117 views

On the complementarity of OLAP and rich associations mining
Nov 4, 2011
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2889 views

Exploring the space of coding matrix classifiers for hierarchical multiclass tex...
Nov 4, 2011
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2873 views
Applications of Data Mining and Machine Learning

A framework for a multilingual contextual and behavioral online advertising netw...
Nov 4, 2011
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3158 views

Exploring the hubness-related properties of oceanographic sensor data
Nov 4, 2011
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2775 views
Applications of Data Mining and Machine Learning

Analysis and prediction of bug duplicates in KDE bug tracking system
Nov 4, 2011
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3416 views

WIKImage: Correlated image and text datasets
Nov 4, 2011
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3354 views

Nonlinear principal component analysis for compression of spectral data
Nov 4, 2011
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3967 views