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Conference on Data Mining and Data Warehouses (SiKDD 2010)

12 October, 2010, Ljubljana, Slovenia

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To be held at 12th International Multi-conference on Information Society IS-2010

Data handling technologies have significantly progressed in the last ten years. 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 Mining enables handling textual 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.

Conference Themes

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Instructions for Authors

Authors are invited to contribute papers that present the state-of-the-art, development goals, applications and future trends in the above mentioned areas.

Authors are invited to submit complete papers not exceeding 4 pages, written in English and formatted following IS-2010 formatting instructions. A sample format in Microsoft Word is available at http://is.ijs.si/primer.doc. The authors should submit the papers by August 31, 2010 preferably in Microsoft Word (or alternatively in.pdf) format by e-mail to: Dunja.Mladenic@ijs.si with "Subject: SiKDD 2010 paper submission".

The accepted contributions are published on this Web page and in the conference proceedings, which will be made available to participants upon registration.

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Conference Program

Presentations of accepted papers.

9:30 - 11:00 Machine Learning and Semantic Technologies

 

  TWO PASS K-MEANS ALGORITHM FOR FINDING SIFT CLUSTERS IN AN IMAGE, Nenad Tomašev, Dunja Mladenic
  MULTI-VIEW CANONICAL CORRELATION ANALYSIS, Jan Rupnik, John Shawe-Taylor
  BUILDING A CONCEPT SHELL: ONTOLOGY POPULATION WITH FACTS FROM WWW, Inna Novalija, Dunja Mladenic
  TOWARDS SEMANTIC DATA MINING WITH g-SEGS, Petra Kralj Novak, Anže Vavpetic, Igor Trajkovski, Nada Lavrac
11:00 - 11:30 Coffee break

11:30 - 12:30 Data Mining Methods and Applications

 

  OPTIMIZING EMAIL-RELATED PRODUCTIVITY USING CONTEXTIFY, Gregor Leban, Marko Grobelnik
  KNOWLEDGE PROCESS MINING AND OPTIMIZATION, Tadej Štajner, Carolina Fortuna, Dunja Mladenic, Marko Grobelnik
  USING ADVANCED BUSINESS INTELLIGENCE METHODS IN BUSINESS PROCESS MANAGEMENT, Andrej Kocbek, Matjaz B. Juric
12:30 - 13:30 Applications of Data Mining and Machine Learning
  STREAM MINING ON ENVRONMENTAL DATA, Maja Škrjanc, Dunja Mladenic
  USER PROFILING BASED ON MOUSE MOVEMENT, Lorand Dali
  HAND GEOMETRY PERSONAL AUTHENTICATION USING MACHINE LEARNING, Mario Karlovčec

13:30 - 14:00 Lunch break

14:00 - 16:30 IS Conference Opening
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Important Dates 

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Organization

Program Chairs

Marko Grobelnik
J.Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
Marko.Grobelnik@ijs.si

Dunja Mladenic
J.Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia
Dunja.Mladenic@ijs.si
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Previous events

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Further information on registration, accommodation etc. is available at http://is.ijs.si, and on telephone +386 1 4773 900, or fax. +386 1 4773131

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