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Machine Learning and Knowledge Discovery group - Welcome

The Machine Learning and Knowledge Discovery (MLKD) group belongs to the Programming Languages and Software Engineering (PLaSE) laboratory of the Department of Informatics in the Aristotle University of Thessaloniki. MLKD was formed in Spring 2004 by members of the former LPIS (Logic Programming and Intelligent Systems) Group and new PhD students involved in Machine Learning and Knowledge Discovery research. 06/10/2015: Our group again among the winners. Of the 3rd version of the BioASQ.

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Machine Learning and Knowledge Discovery group - Welcome | mlkd.csd.auth.gr Reviews

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The Machine Learning and Knowledge Discovery (MLKD) group belongs to the Programming Languages and Software Engineering (PLaSE) laboratory of the Department of Informatics in the Aristotle University of Thessaloniki. MLKD was formed in Spring 2004 by members of the former LPIS (Logic Programming and Intelligent Systems) Group and new PhD students involved in Machine Learning and Knowledge Discovery research. 06/10/2015: Our group again among the winners. Of the 3rd version of the BioASQ.

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3 people

4 research

5 publications

6 courses

7 projects

8 events

9 awards

10 welcome

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Machine Learning and Knowledge Discovery group - Welcome | mlkd.csd.auth.gr Reviews

https://mlkd.csd.auth.gr

The Machine Learning and Knowledge Discovery (MLKD) group belongs to the Programming Languages and Software Engineering (PLaSE) laboratory of the Department of Informatics in the Aristotle University of Thessaloniki. MLKD was formed in Spring 2004 by members of the former LPIS (Logic Programming and Intelligent Systems) Group and new PhD students involved in Machine Learning and Knowledge Discovery research. 06/10/2015: Our group again among the winners. Of the 3rd version of the BioASQ.

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mlkd.csd.auth.gr

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Machine Learning and Knowledge Discovery group - Events

http://mlkd.csd.auth.gr/events.html

Our group has organized a number of scientific conferences, workshops, tutorials and special issues. 2010 - ICML 2010 Workshop on Learning from Multi-Label Data. 2009 - ECML PKDD 2009 Workshop on Learning from Multi-Label Data. 2008 - ECAI 2008 Workshop on Mining Social Data. 2002 - 2nd Hellenic Conference on Artificial Intelligence (SETN-02). 2009 - ECML PKDD 2009 Tutorial on Multi-Label Learning. 2012 - Special Issue on Learning fom Multi-Label Data.

2

Machine Learning & Knowledge Di

http://mlkd.csd.auth.gr/projects.html

A unified information system for productivity and customer service improvement in the Public Transportation Companies. Greek General Secretariat for Research and Technology. Diamantis Masoutis S.A. Daily consumption prediction for the Gas Distribution Companies of Thessaloniki and Thessaly. Gas Distribution Companies of Thessaloniki and Thessaly. Intelligent System in Supply Chain Monitoring and Optimization. Greek General Secretariat for Research and Technology (SME clusters).

3

Machine Learning and Knowledge Discovery group - Publications

http://mlkd.csd.auth.gr/publications.asp

E Spyromitros-Xioufis, G. Tsoumakas, W. Groves, I. Vlahavas, “Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs”, Machine Learning. Johannes Fürnkranz (Ed.), Springer, 2016. CEURorg, 1417, Berlin, Germany, August 2-5, 2015, 2015. N Bassiliades, G. Gottlob, F. Sadri, A. Paschke, D. Roman, “Rule Technologies: Foundations, Tools, and Applications, Proceedings of 9th International Symposium, RuleML 2015”, Lecture Notes in Computer Science. R Akerkar, V. Ermolayev, N. Bassi...E Spy...

4

Machine Learning &amp Knowledge Discovery Group - People

http://mlkd.csd.auth.gr/people.html

Dr George Tzanis, Phd Student (2005 - 2011). Phd Student (2005- 2009), currently a researcher at the KDDLab of the Department of Informatics and Telecommunications of the National and Kapodistrian University of Athens. PhD Student (2005 - 2009), currently a post-doc researcher at the AMA. Group in the Laboratoire d' Informatique de Grenoble. PhD Student (2000 - 2007), currently an academic assistant at the School of Science and Technology. Of the International Hellenic University.

5

Machine Learning and Knowledge Discovery group - Courses

http://mlkd.csd.auth.gr/courses.html

Decision Support Theory and Systems. Operational Research and Business Intelligence. Advanced Machine Learning and Knowledge Discovery. Msc Informatics and Management.

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blog.tunedit.org

In English | TunedIT Data Mining Blog

https://blog.tunedit.org/category/in-english

TunedIT Data Mining Blog. Data mining, machine learning, artificial intelligence. Research and applications. Winner’s notes. Eleftherios Spyromitros – Xioufis on Music Instruments Recognition. July 20, 2011. By Eleftherios Spyromitros Xioufis (lefman), winner of the Music Instruments. Track of ISMIS 2011 Contest: Music Information Retrieval. I am currently in the 1st year of my PhD studies in the Department of Informatics of the Aristotle University of Thessaloniki. The single instruments training set co...

lpis.csd.auth.gr

LPIS - People

http://lpis.csd.auth.gr/people.asp

Academic Staff of the LPIS Group. Professor in the Department of Informatics at the Aristotle University of Thessaloniki. Assist. Professor in the Department of Informatics at the Aristotle University of Thessaloniki. Lecturer in the Department of Informatics at the Aristotle University of Thessaloniki. Lecturer in the Department of Informatics at the Aristotle University of Thessaloniki.

lpis.csd.auth.gr

LPIS - Links

http://lpis.csd.auth.gr/links.asp

Machine Learning and Knowledge Discovery group). Programming Languages and Software Engineering Lab). Intelligent Systems and Knowledge Processing group). Aristotle University of Thessaloniki). Events (current - past) and Special Issues. 2nd International Summer School on AI Planning. Halkidiki, Greece, September 2002. On Knowledge Discovery from Distributed Information Sources. Hellenic Artificial Intelligent Summer School (HAISS). Thessaloniki, Greece, 24 27 August 2009. Introduction to Data Mining.

blog.tunedit.org

Eleftherios Spyromitros-Xioufis | TunedIT Data Mining Blog

https://blog.tunedit.org/author/lefman

TunedIT Data Mining Blog. Data mining, machine learning, artificial intelligence. Research and applications. Winner’s notes. Eleftherios Spyromitros – Xioufis on Music Instruments Recognition. July 20, 2011. By Eleftherios Spyromitros Xioufis (lefman), winner of the Music Instruments. Track of ISMIS 2011 Contest: Music Information Retrieval. I am currently in the 1st year of my PhD studies in the Department of Informatics of the Aristotle University of Thessaloniki. The single instruments training set co...

blog.tunedit.org

Winner’s notes. Eleftherios Spyromitros – Xioufis on Music Instruments Recognition | TunedIT Data Mining Blog

https://blog.tunedit.org/2011/07/20/eleftherios-instruments-recognition

TunedIT Data Mining Blog. Data mining, machine learning, artificial intelligence. Research and applications. Winners’ notes. CNSlab team on music instruments recognition. Winner’s notes. Eleftherios Spyromitros – Xioufis on Music Instruments Recognition. July 20, 2011. By Eleftherios Spyromitros Xioufis (lefman), winner of the Music Instruments. Track of ISMIS 2011 Contest: Music Information Retrieval. And member of the Machine Learning and Knowledge Discovery. The mixtures training set contained 18 of t...

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Machine Learning and Knowledge Discovery group - Welcome

The Machine Learning and Knowledge Discovery (MLKD) group belongs to the Programming Languages and Software Engineering (PLaSE) laboratory of the Department of Informatics in the Aristotle University of Thessaloniki. MLKD was formed in Spring 2004 by members of the former LPIS (Logic Programming and Intelligent Systems) Group and new PhD students involved in Machine Learning and Knowledge Discovery research. 06/10/2015: Our group again among the winners. Of the 3rd version of the BioASQ.

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