Download Data mining

UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER
MIT/COSSE
COSSE –
Research Group on Computational
Sciences, Software Engineering, and
Education
Principal Investigator
prof. Tommi Kärkkäinen
University of Jyväskylä
Department of Mathematical Information Technology (MIT)
Faculty of Information Technology
1/2009
UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER
MIT/COSSE
Interaction of Topics
RT: Signal and Image Processing
IA: Robust
Procedures for
Reliable Model
Determination with
Noisy Data
Formulations
and Solution
Algorithms
Computational
Structures
RT: Data Mining and Neural Computing
RT: Methods and
Tools for
Software
Development
Tools and
Methods
Metric Data
• software
• project
• phase products
• testing
strategies
• domain
knowledge
Software/Domain Engineering
RT: Education
and
Technology
SE Practices
and Metaphors
User and Developer
related concepts
(e.g. learnability)
Educational Technology
Note: IA = Important Achievement, RT = Rising Topic
1/2009
UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER
Tools for Data Mining and
Knowledge Discovery...
MIT/COSSE
1/2009
UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER
Doctoral training
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Active PhLic and Ph.D. students
1. L. Hiltunen: Content Creation for E-learning
2. J. Hänninen: Neural Network Training
3. V. Isomöttönen: Agile Capstone Projects
4. J. Itkonen: Software Understanding
5. A. Ivannikov: Industrial Measurement Processing•
6. A.-J. Kaijanaho: Programming Language Design
7. M. Kallioniemi: Problem-Based Learning
8. J. Markkanen: ICT-strategies at Schools
9. M. Nurminen: Conceptual Modelling
10. P. Nieminen: Neural Computing
11. T. Turpeinen: Tomography Image Analysis
12. T. Tuunanen: Software Licence Analysis
13. S-M. Äyrämö: Narratives in EduGames
14. L. Wilen: Quality of Education
15. M. Nieminen: Discovering Security Threats from
Anomalies
Note: Since 2001 round 200 MSc Thesis
supervised by members of COSSE!
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MIT/COSSE
Ph.Lic. studies completed
1.
2.
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4.
K. Majava (2000)
S. Kotikoski (2004)
L. Hiltunen (2005)
J. Itkonen (2006)
Ph.D. studies completed
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2.
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K. Majava (2001)
S. Saalasti (2003)
M. Pechenizkiy (2005)
S. Äyrämö (2006)
T. Kilpeläinen (2007)
N. Hämäläinen (2008)
E. Laitila (2008)
V. Tirronen (2008)
T. Valkonen (2008)
Active Post Docs
1. K. Valjus: Image Processing
2. M. Pechenizkiy: Data Mining
3. S. Äyrämö: Data Mining
1/2009
UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER
Projects since 2000
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FIBNET (Academy of Finland, Signal and Image processing)
PROBISI (Academy of Finland, Signal and Image processing
PaperData (Academy of Finland for Kirsi Majava’s Post Doc)
InBCT/ALL (Tekes, Educational Technology)
Datamining (OSKE = Regional Center of Excellence in PaperTech)
PROSÄÄ (Tekes, Energy Tech)
Knowledge Mining (OSKE, Paper Tech)
Pilot Data (Metso Paper/Tekes, Paper Tech)
PROSÄÄ2 (Tekes, Energy Tech)
EEG/MMN processing (CIMO)
FPGA/PowerPC Linux (Patria)
CFB APROS (VTT, Energy Tech)
VATKU (Ixonos, Reqs Engr)
IMPI (Metso Paper, Paper Tech)
Knowledge Boost (OSKE, Paper Tech)
Production2010 (Tekes, Process Tech)
DataminingII (OSKE, Paper Tech)
Pro Quality Pro (JyU&IT-Faculty)
ReTIC (OSKE, Paper Tech)
ProductionPro (Tekes, Process Tech)
Dynergia (Tekes, Process Tech)
RISC-PROS (EAKR, Process Tech)
MeMo (Univ. Alliance Finland, Process Tech)
QVision (Forest Cluster)
Tie2Louhi (Finnish Road Administration, Keski-Suomi Region)
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MIT/COSSE
National collaboration e.g.
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HUT
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TUT
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UO
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UKU
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VTT, multiple brances
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Metso Paper
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Patria
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UPM Kymmene
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Viconsys
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Fluidhouse
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TietoEnator
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TeliaSonera
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Ixonos
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Foster Wheeler
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Andriz
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FRA
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1/2009