1/2009

UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER MIT/COSSE

COSSE –Research Group on

Computational Sciences, Software Engineering, and

EducationPrincipal Investigator

prof. Tommi Kärkkäinen

University of JyväskyläDepartment of Mathematical Information Technology

(MIT)Faculty of Information Technology

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UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER MIT/COSSE

IA: Robust Procedures for Reliable Model Determination withNoisy Data

Interaction of Topics

RT: Signal and Image Processing

RT: Data Mining and Neural Computing

Formulationsand SolutionAlgorithms

ComputationalStructures

Software/Domain Engineering

Tools andMethods

Metric Data• software• project

• phase products

Educational Technology

SE Practicesand Metaphors

User and Developerrelated concepts(e.g. learnability)

RT: Methods andTools forSoftware Development

RT: EducationandTechnology

• testingstrategies• domain

knowledge

Note: IA = Important Achievement, RT = Rising Topic

1/2009

UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER MIT/COSSETools for Data Mining

andKnowledge

Discovery...

1/2009

UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER MIT/COSSE

Doctoral training• Active PhLic and Ph.D. students

1. L. Hiltunen: Content Creation for E-learning2. J. Hänninen: Neural Network Training3. V. Isomöttönen: Agile Capstone Projects4. J. Itkonen: Software Understanding5. A. Ivannikov: Industrial Measurement

Processing6. A.-J. Kaijanaho: Programming Language

Design7. M. Kallioniemi: Problem-Based Learning8. J. Markkanen: ICT-strategies at Schools9. M. Nurminen: Conceptual Modelling10. P. Nieminen: Neural Computing11. T. Turpeinen: Tomography Image Analysis12. T. Tuunanen: Software Licence Analysis13. S-M. Äyrämö: Narratives in EduGames14. L. Wilen: Quality of Education15. M. Nieminen: Discovering Security Threats

from Anomalies

• Ph.Lic. studies completed1. K. Majava (2000)2. S. Kotikoski (2004)3. L. Hiltunen (2005)4. J. Itkonen (2006)

• Ph.D. studies completed1. K. Majava (2001)2. S. Saalasti (2003)3. M. Pechenizkiy (2005)4. S. Äyrämö (2006)5. T. Kilpeläinen (2007)6. N. Hämäläinen (2008)7. E. Laitila (2008)8. V. Tirronen (2008)9. T. Valkonen (2008)

• Active Post Docs1. K. Valjus: Image Processing2. M. Pechenizkiy: Data Mining3. S. Äyrämö: Data Mining

Note: Since 2001 round 200 MSc Thesis supervised by members of COSSE!

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UNIVERSITY OF JYVÄSKYLÄ and AGORA CENTER MIT/COSSE

Projects since 2000• 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)

• …

National collaboration e.g.

• HUT• TUT• UO• UKU• VTT, multiple brances• Metso Paper• Patria• UPM Kymmene• Viconsys• Fluidhouse• TietoEnator• TeliaSonera• Ixonos• Foster Wheeler• Andriz• FRA• …