Conference on Data Mining and Data Warehouses (SiKDD 2015)
October 5th, 2015, Ljubljana, Slovenia
To be held at the 18th International Multiconference on Information Society
IS-2015
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.
Conference Themes
- Statistical Data Analysis
- Data, Text, Web and Multimedia Mining
- Link Detection and Link Analysis
- Stream Mining
- Semantic Technologies
- Sensor Networks
- Data Warehouses
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 the conference
formatting instructions.
The authors should submit the papers by August 31, 2015
preferably in Microsoft Word (or alternatively in.pdf) format
by e-mail to: Dunja.Mladenic@ijs.si
with "Subject: SiKDD 2015 paper submission".
The accepted contributions will be published
on this Web page and in the conference proceedings, which will be
made available to participants upon registration.
Conference Program
Presentations of accepted papers will be available at @videolectures.net.
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9:00 - 11:00
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The Pursuit of Journalistic News Values through Text Mining Techniques,
Evgenia Belyaeva, Aljaz Kosmerlj, Dunja Mladenic
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Mining scientific literature about ageing to support better understanding and treatment of degenerative diseases,
Donatella Gubiani, Ingrid Petric, Elsa Fabbretti, Tanja Urbancic
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Ingredients matching in bakery products,
Tome Eftimov, Barbara Korousic Seljak
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Indexing of large n-gram collection,
Patrik Zajec, Marko Grobelnik
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Event detection in twitter with an event knowledge base,
Luis Rei, Marko Grobelnik and Dunja Mladenic
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Expanding the OntoDM ontology with network analysis tasks and algorithms,
Jan Kralj, Pance Panov, Saso Dzeroski (paper from Intelligent Systems conf.)
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11:00 - 11:30 Coffee break |
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A multi-scale methodology for explaining data streams,
Luka Stopar
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Inverted Heuristics in Subgroup Discovery,
Anita Valmarska, Marko Robnik-Sikonja, Nada Lavrac
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Modelling in Energy Related Scenarios,
Klemen Kenda, Maja Skrjanc, Andrej Borstnik
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Forecasting sales based on card transactions data,
Alexandra Moraru, Dunja Mladenic
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A topological data analysis approach to the epidemiology of influenza,
Joao Pita Costa and Primoz Skraba
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Relating biological and clinical features of Alzheimer’s patients with predictive clustering trees,
Martin Breskvar, Bernard Zenko, Saso Dzeroski
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13:30 - 14:30 Lunch break |
Important Dates
- Submission deadline: 31 August, 2015
- Notification to authors: 10 September, 2015
- Deadline for camera-ready papers: 15 September, 2015
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
Previous Slovenian KDD Conferences
- Conference on Data Mining and Data Warehouses (SiKDD 2014)
- Conference on Data Mining and Data Warehouses (SiKDD 2013)
- Conference on Data Mining and Data Warehouses (SiKDD 2012)
- Conference on Data Mining and Data Warehouses (SiKDD 2011)
- Conference on Data Mining and Data Warehouses (SiKDD 2010)
- Conference on Data Mining and Data Warehouses (SiKDD 2009)
- Conference on Data Mining and Data Warehouses (SiKDD 2008)
- Conference on Data Mining and Data Warehouses (SiKDD 2007)
- Conference on Data Mining and Data Warehouses (SiKDD 2006)
- Conference on Data Mining and Data Warehouses (SiKDD 2005)
- Conference on Data Mining and Data Warehouses (SiKDD 2004)
- Conference on Data Mining and Data Warehouses (SiKDD 2002)
- Conference on Data Mining and Data Warehouses (SiKDD 2000)
Further information on registration, accommodation etc.
is available at
http://is.ijs.si