Publications by Jaakko Hollmén

To appear

  • JOURNAL:
  • Machine Learning
  • JOURNAL:
  • Journal of Intelligent Information Systems
  • VOLUME:
  • NA
  • PAGES:
  • 1-19
  • [URL]

2014

  • AUTHORS:
  • Adhikari Prem Raj,
  • Vavpeti\vc Anže,
  • Kralj Jan,
  • Lavra\vc Nada,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of Seventeenth International Conference on Discovery Science (DS 2014)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 8777
  • PAGES:
  • 86-97
  • AUTHORS:
  • Sirvio Konsta,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014)
  • PAGES:
  • 661-666
  • JOURNAL:
  • Atmospheric Measurement Techniques Discussions
  • VOLUME:
  • 7
  • PAGES:
  • 7137-7174
  • BOOKTITLE:
  • Advances in Intelligent Data Analysis XIII - 13th International Symposium, IDA 2014
  • PAGES:
  • 251--262
  • [URL]
  • BOOKTITLE:
  • Proc. of Mining Urban Data workshop at EDBT/ICDT
  • PAGES:
  • 309-314

2013

  • BOOKTITLE:
  • Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
  • SERIES:
  • ECMLPKDD
  • PAGES:
  • 449--464
  • BOOKTITLE:
  • Proceedings of Sixteenth International Conference on Discovery Science (DS 2013)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 8140
  • PAGES:
  • 1-16
  • [URL]

2012

  • AUTHORS:
  • Kotsifakos Alexios,
  • Papapetrou Panagiotis,
  • Hollmén Jaakko,
  • Gunopulos Dimitrios,
  • Athitsos Vassilis,
  • Kollios George
  • JOURNAL:
  • Proceedings of the Very Large Databases Endowement (PVLDB)
  • VOLUME:
  • 4
  • PAGES:
  • 1930--1933
  • [URL]
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 80
  • PAGES:
  • 119--128
  • [URL]
  • AUTHORS:
  • Kotsifakos Alexios,
  • Papapetrou Panagiotis,
  • Hollmén Jaakko,
  • Gunopulos Dimitrios,
  • Athitsos Vassilis
  • BOOKTITLE:
  • Proceedings of the 5th International Conference on Pervasive Technologies and Relative to Assistive Environments
  • [URL]
  • BOOKTITLE:
  • Proceedings of Fifteenth International Conference on Discovery Science (DS 2012)
  • SERIES:
  • Lecture Notes in Artificial Intelligence
  • VOLUME:
  • 7569
  • PAGES:
  • 194--208
  • AUTHORS:
  • Papapetrou Panagiotis,
  • Chistiakova Tatiana,
  • Hollmén Jaakko,
  • Gunopulos Vana Kalogeraki Dimitrios
  • BOOKTITLE:
  • Proceedings of the 5th International Conference on Pervasive Technologies and Relative to Assistive Environments
  • AUTHORS:
  • Niini Tarja,
  • Scheinin Ilari,
  • Lahti Leo,
  • Savola Suvi,
  • Mertens Fredrik,
  • Hollmén Jaakko,
  • Böhling Tom,
  • Kivioja Aarne,
  • Nord Karolin H.,
  • Knuutila Sakari
  • JOURNAL:
  • Cancer Genetics
  • VOLUME:
  • 205
  • PAGES:
  • 588--593
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the 5th International Conference on Pervasive Technologies and Relative to Assistive Environments
  • [URL]
  • BOOKTITLE:
  • Proceedings of Fourth Asian Conference on Machine Learning (ACML 2012)
  • SERIES:
  • Journal of Machine Learning Research --- Proceedings Track
  • VOLUME:
  • 25
  • PAGES:
  • 17--32
  • [URL]

2011

  • JOURNAL:
  • Proceedings of the VLDB Endowment
  • VOLUME:
  • 4
  • PAGES:
  • 761--771
  • BOOKTITLE:
  • Proceedings of the Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2011)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 6912
  • PAGES:
  • 229--244
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 2011 11th IEEE International Conference on Data Mining Workshops
  • PAGES:
  • 987--994
  • AUTHORS:
  • Alonso Serafin,
  • Sulkava Mika,
  • Prada Miguel Angel,
  • Dominguez Manuel,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Advances in Intelligent Data Analysis X --- Proceedings of the 10th International Symposium (IDA 2011)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 7014
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2011)
  • AUTHORS:
  • Alonso Serafin,
  • Sulkava Mika,
  • Prada Miguel Angel,
  • Dominguez Manuel,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Advances in Self-Organizing Maps
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 6731
  • PAGES:
  • 61--70
  • [URL]
  • AUTHORS:
  • Sirvio Konsta,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Artificial Neural Networks and Machine Learning -- ICANN 2011
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 6792
  • PAGES:
  • 405--412
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 6th IAPR Conference on Pattern Recognition in Bioinformatics
  • SERIES:
  • Lecture Notes in Bioinformatics
  • VOLUME:
  • 7036
  • PAGES:
  • 145--156
  • [URL]
  • BOOKTITLE:
  • Proceedings of The 12th International Conference on Intelligent Data Engineering and Automated Learning
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 6936
  • PAGES:
  • 204--211
  • [URL]
  • AUTHORS:
  • Kotsifakos Alexis,
  • Athitsos Vassilis,
  • Papapetrou Panagiotis,
  • Hollmén Jaakko,
  • Gunopulos Dimitrios
  • BOOKTITLE:
  • Proceedings of The 4th International Conference on Pervasive Technologies Related to Assistive Environment (PETRA 2011)
  • JOURNAL:
  • Trees --- Structure and Function
  • VOLUME:
  • 25
  • PAGES:
  • 323--332
  • [URL]
  • AUTHORS:
  • Bocca Maurizio,
  • Toivola Janne,
  • Eriksson Lasse,
  • Hollmén Jaakko,
  • Koivo Heikki
  • BOOKTITLE:
  • Proceedings of the 2011 IEEE/ACM 2nd International Conference on Cyber-Physical Systems (ICCPS 2011)
  • PAGES:
  • 206--214
  • [URL]

2010

  • AUTHORS:
  • Hollmén Jaakko,
  • Mäkinen Harri,
  • Nojd Pekka
  • BOOKTITLE:
  • WorldDendro 2010 --- Abstracts of the 8th International Conference on Dendrochronology
  • PAGES:
  • 110
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 73
  • PAGES:
  • 2039--2046
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'2010)
  • SERIES:
  • ACM International Conference Proceedings Series
  • [URL]
  • AUTHORS:
  • Usvasalo Anu,
  • Ninomiya Shinsuke,
  • Räty Riikka,
  • Hollmén Jaakko,
  • Saarinen-Pihkala Ulla M.,
  • Elonen Erkki,
  • Knuutila Sakari
  • JOURNAL:
  • Genes, Chromosomes, and Cancer
  • VOLUME:
  • 49
  • PAGES:
  • 309--318
  • [URL]
  • AUTHORS:
  • Yetukuri Laxman,
  • Tikka Jarkko,
  • Hollmén Jaakko,
  • Ore\vsi\vc Matej
  • JOURNAL:
  • Metabolomics
  • VOLUME:
  • 6
  • PAGES:
  • 18--26
  • [URL]
  • AUTHORS:
  • Sirvio Konsta,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems
  • PAGES:
  • 581--586
  • [URL]
  • BOOKTITLE:
  • Advances in Intelligent Data Analysis IX
  • SERIES:
  • LNCS
  • VOLUME:
  • 6065
  • PAGES:
  • 208--219
  • [URL]
  • BOOKTITLE:
  • Proceedings of the ACM SIGKDD Workshop on Useful Patterns (UP'10)
  • PAGES:
  • 8--12
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 5th IAPR International Conference on Pattern Recgnition in Bioinformatics
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 6282
  • PAGES:
  • 86--97
  • [URL]
  • AUTHORS:
  • Usvasalo Anu,
  • Räty Riikka,
  • Harila-Saari Arja,
  • Koistinen Pirjo,
  • Savolainen Eeva-Riitta,
  • Knuutila Sakari,
  • Elonen Erkki,
  • Saarinen-Pihkala Ulla M.,
  • Knuutila Sakari,
  • Hollmén Jaakko
  • JOURNAL:
  • Leukemia Research
  • VOLUME:
  • 34
  • PAGES:
  • 1476--1482
  • [URL]
  • AUTHORS:
  • Prada Miguel Angel,
  • Hollmén Jaakko,
  • Toivola Janne,
  • Kullaa Jyrki
  • BOOKTITLE:
  • Proceedings of 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010)
  • PAGES:
  • 256--261
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'2010)
  • SERIES:
  • ACM International Conference Proceedings Series
  • [URL]

2009

  • BOOKTITLE:
  • Eurodendro 2009 -- European Workshop in Dendrochronology: Developments, Advances, Challenges
  • PAGES:
  • 85
  • BOOKTITLE:
  • Advances in Intelligent Data Analysis VIII, 8th International Symposium on Intelligent Data Analysis, IDA 2009
  • SERIES:
  • LNCS
  • VOLUME:
  • 5772
  • PAGES:
  • 213--224
  • [URL]
  • AUTHORS:
  • Wrage Michaela,
  • Ruosaari Salla,
  • Eijk Paul P.,
  • Kaifi Jussuf T.,
  • Hollmén Jaakko,
  • Yekebas Emre F.,
  • Izbicki Jacob R.,
  • Brakenhoff Ruud H.,
  • Streichert Thomas,
  • Riethdorf Sabine,
  • Ylstra Bauke,
  • Pantel Klaus,
  • Wikman Harriet
  • JOURNAL:
  • Clinical Cancer Research
  • VOLUME:
  • 15
  • PAGES:
  • 1566--1574
  • [URL]
  • AUTHORS:
  • Venesmaa Klaus
  • AUTHORS:
  • Rivera Luis Gabriel De Alba

2008

  • AUTHORS:
  • Tikka Jarkko,
  • Hollmén Jaakko
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 71
  • PAGES:
  • 2604--2615
  • [URL]
  • AUTHORS:
  • Ruosaari Salla,
  • Nymark Penny,
  • Aavikko Mervi,
  • Kettunen Eeva,
  • Knuutila Sakari,
  • Hollmén Jaakko,
  • Norppa Hannu,
  • Anttila Sisko
  • JOURNAL:
  • Carcinogenesis
  • VOLUME:
  • 29
  • PAGES:
  • 913--917
  • [URL]
  • AUTHORS:
  • Sulkava Mika,
  • Mäkinen Harri,
  • Nöjd Pekka,
  • Hollmén Jaakko
  • BOOKTITLE:
  • European Symposium on Time Series Prediction -- ESTSP'08, Proceedings
  • PAGES:
  • 77--86
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko
  • [URL]
  • AUTHORS:
  • Myllykangas Samuel,
  • Tikka Jarkko,
  • Bohling Tom,
  • Knuutila Sakari,
  • Hollmén Jaakko
  • JOURNAL:
  • BMC Medical Genomics
  • VOLUME:
  • 1
  • [URL]
  • AUTHORS:
  • Merilä Päivi,
  • Derome John,
  • Luyssaert Sebastiaan,
  • Sulkava Mika,
  • Hollmén Jaakko,
  • Mustajärvi Kaisa,
  • Nöjd Pekka
  • BOOKTITLE:
  • Scientific Seminar on Forest Condition Monitoring and Ecosystem Functioning in Northern Europe under the Forest Focus and ICP Forests Programmes, Proceedings
  • SERIES:
  • Working Papers of the Finnish Forest Research Institute
  • VOLUME:
  • 74
  • PAGES:
  • 39--42
  • [URL]
  • AUTHORS:
  • Myllykangas Samuel,
  • Junnila Siina,
  • Kokkola Arto,
  • Autio Reija,
  • Scheinin Ilari,
  • Kiviluoto Tuula,
  • Karjalainen-Lindsberg Marja-Liisa,
  • Hollmén Jaakko,
  • Knuutila Sakari,
  • Puolakkainen Pauli,
  • Monni Outi
  • JOURNAL:
  • International Journal of Cancer
  • VOLUME:
  • 123
  • PAGES:
  • 817--825
  • [URL]
  • BOOKTITLE:
  • In Proceedings of Teaching Machine Learning --- workshop on open problems and new directions
  • [URL]
  • BOOKTITLE:
  • In Proceedings of Teaching Machine Learning --- workshop on open problems and new directions
  • [URL]
  • AUTHORS:
  • Anttila Sisko,
  • Knuutila Sakari,
  • Hollmén Jaakko,
  • Ruosaari Salla,
  • Wikman-Kocher Harriet,
  • Nymark Penny
  • AUTHORS:
  • Ruosaari Salla,
  • Hienonen-Kempas Tuija,
  • Puustinen Anne,
  • Sarhadi Virinder K.,
  • Hollmén Jaakko,
  • Knuutila Sakari,
  • Saharinen Juha,
  • Wikman Harriet,
  • Anttila Sisko
  • JOURNAL:
  • BMC Medical Genomics
  • VOLUME:
  • 1
  • [URL]
  • AUTHORS:
  • Tikka Jarkko,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the 16th European Symposium on Neural Networks (ESANN 2008)
  • PAGES:
  • 167--172
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 11th International Conference on Discovery Science (DS-2008)
  • SERIES:
  • Lecture Notes in Artificial Intelligence
  • VOLUME:
  • 5255
  • PAGES:
  • 100--110
  • [URL]
  • BOOKTITLE:
  • Program and Abstracts, TIES 2008 -- The 19th Annual Conference of The International Environmetrics Society: Quantitative Methods for Environmental Sustainability
  • PAGES:
  • 55
  • AUTHORS:
  • Sirvio Konsta,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Third International Workshop in Hybrid Artificial Intelligent Systems (HAIS'08)
  • SERIES:
  • Lecture Notes in Artificial Intelligence
  • VOLUME:
  • 5271
  • PAGES:
  • 204--211
  • [URL]

2007

  • AUTHORS:
  • Sulkava Mika,
  • Mäkinen Harri,
  • Nöjd Pekka,
  • Hollmén Jaakko
  • BOOKTITLE:
  • TIES 2007 -- 18th annual meeting of the International Environmetrics Society, Book of Abstracts
  • PAGES:
  • 111
  • AUTHORS:
  • Hollmén Jaakko,
  • Tikka Jarkko
  • BOOKTITLE:
  • Proceedings of the 7th International Symposium on Intelligent Data Analysis (IDA 2007)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 4723
  • PAGES:
  • 1--12
  • [URL]
  • AUTHORS:
  • Wikman Harriet,
  • Ruosaari Salla,
  • Nymark Penny,
  • Sarhadi Virinder K.,
  • Saharinen Juha,
  • Vanhala Esa,
  • Karjalainen Antti,
  • Hollmén Jaakko,
  • Knuutila Sakari,
  • Anttila Sisko
  • JOURNAL:
  • Oncogene
  • VOLUME:
  • 26
  • PAGES:
  • 4730--4737
  • [URL]
  • AUTHORS:
  • Luyssaert Sebastiaan,
  • Sulkava Mika,
  • Raitio Hannu,
  • Hollmén Jaakko,
  • Merilä Päivi
  • BOOKTITLE:
  • Proceedings of Symposium: Forests in a Changing Environment -- Results of 20 years ICP Forests Monitoring
  • SERIES:
  • Schriften aus der Forstlichen Fakultät der Universität Göttingen und der Nordwestdeutschen Forstlichen Versuchs\-anstalt
  • VOLUME:
  • 142
  • PAGES:
  • 80--81
  • [URL]
  • AUTHORS:
  • Tikka Jarkko,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the First Symposium on Time Series Prediction (ESTSP'07)
  • PAGES:
  • 87--96
  • AUTHORS:
  • Gupta Rashi,
  • Ruosaari Salla,
  • Kulathinal Sangita,
  • Hollmén Jaakko,
  • Auvinen Petri
  • JOURNAL:
  • Molecular and Cellular Probes
  • VOLUME:
  • 21
  • PAGES:
  • 321--328
  • [URL]
  • AUTHORS:
  • Tikka Jarkko,
  • Hollmén Jaakko,
  • Myllykangas Samuel
  • BOOKTITLE:
  • Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN 2007)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 4507
  • PAGES:
  • 972--979
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of The Tenth International Conference on Discovery Science (DS-2007)
  • SERIES:
  • Lecture Notes in Artificial Intelligence
  • VOLUME:
  • 4755
  • PAGES:
  • 259--263
  • [URL]
  • AUTHORS:
  • Sulkava Mika,
  • Luyssaert Sebastiaan,
  • Rautio Pasi,
  • Janssens Ivan A.,
  • Hollmén Jaakko
  • JOURNAL:
  • Ecological Informatics
  • VOLUME:
  • 2
  • PAGES:
  • 167--176
  • [URL]
  • AUTHORS:
  • Luyssaert S.,
  • Janssens I. A.,
  • Sulkava Mika,
  • Papale D.,
  • Dolman A. J.,
  • Reichstein M.,
  • Hollmén Jaakko,
  • Martin J. G.,
  • Suni T.,
  • Vesala T.,
  • Lousteau D.,
  • Law B. E.,
  • Moors E. J.
  • JOURNAL:
  • Global Change Biology
  • VOLUME:
  • 13
  • PAGES:
  • 2110--2127
  • [URL]
  • AUTHORS:
  • Keski-Säntti Harri,
  • Atula Timo,
  • Tikka Jarkko,
  • Hollmén Jaakko,
  • Mäkitie Antti A.,
  • Leivo Ilmo
  • JOURNAL:
  • Oral Oncology
  • VOLUME:
  • 43
  • PAGES:
  • 1007-1013
  • [URL]
  • BOOKTITLE:
  • Proceedings of The Seventh IEEE International Conference on Data Mining --- Workshops (ICDM Workshops 2007)
  • PAGES:
  • 465--470
  • [URL]
  • AUTHORS:
  • Nymark Penny,
  • Lindholm Pamela M.,
  • Korpela Mikko V.,
  • Lahti Leo,
  • Ruosaari Salla,
  • Kaski Samuel,
  • Hollmén Jaakko,
  • Anttila Sisko,
  • Kinnula Vuokko L.,
  • Knuutila Sakari
  • JOURNAL:
  • BMC Genomics
  • VOLUME:
  • 8
  • [URL]
  • AUTHORS:
  • Luyssaert S.,
  • Inglima I.,
  • Ceulemans R.,
  • Ciais P.,
  • Dolman A. J.,
  • Grace J.,
  • Hollmén Jaakko,
  • Law B. E.,
  • Matteucci G.,
  • Papale D.,
  • Piao S. L.,
  • Reichstein M.,
  • Schulze E.-D.,
  • Sulkava Mika,
  • Tang J.,
  • Janssens I. A.
  • JOURNAL:
  • Eos, Transactions, American Geophysical Union
  • VOLUME:
  • 88
  • [URL]

2006

  • BOOKTITLE:
  • Proceedings of the 16th International Conference on Artificial Neural Networks (ICANN'06)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 4132
  • PAGES:
  • 161--170
  • [URL]
  • BOOKTITLE:
  • Proceedings of the Ninth International Conference on Discovery Science
  • SERIES:
  • Lecture Notes in Artificial Intelligence
  • VOLUME:
  • 4265
  • PAGES:
  • 209--218
  • [URL]
  • AUTHORS:
  • Lindholm P.,
  • Nymark P.,
  • Wikman H.,
  • Salmenkivi K.,
  • Nicholson A.,
  • Korpela M. V.,
  • Kaski S.,
  • Ruosaari S.,
  • Hollmén Jaakko,
  • Vanhala E.,
  • Karjalainen A.,
  • Anttila S.,
  • Kinnula V.,
  • Knuutila S.
  • JOURNAL:
  • Lung cancer
  • VOLUME:
  • 54
  • PAGES:
  • 15
  • AUTHORS:
  • Myllykangas Samuel,
  • Himberg Johan,
  • Bohling Tom,
  • Nagy Balint,
  • Hollmén Jaakko,
  • Knuutila Sakari
  • JOURNAL:
  • Oncogene
  • VOLUME:
  • 25
  • PAGES:
  • 7324--7332
  • [URL]
  • BOOKTITLE:
  • Probabilistic Modeling and Machine Learning in Structural and Systems Biology (Workshop Proceedings, Tuusula, Finland, June 17--18, 2006)
  • SERIES:
  • Series of Publications B
  • PAGES:
  • 120--124
  • [URL]
  • AUTHORS:
  • Nymark Penny,
  • Wikman Harriet,
  • Ruosaari Salla,
  • Hollmén Jaakko,
  • Vanhala Esa,
  • Karjalainen Antti,
  • Anttila Sisko,
  • Knuutila Sakari
  • JOURNAL:
  • Cancer Research
  • VOLUME:
  • 66
  • PAGES:
  • 5737--5743
  • [URL]
  • AUTHORS:
  • Luyssaert Sebastiaan,
  • Sulkava Mika,
  • Raitio Hannu,
  • Hollmén Jaakko,
  • Merilä Päivi
  • BOOKTITLE:
  • Proceedings of Symposium: Forests in a Changing Environment -- Results of 20 years ICP Forests Monitoring
  • PAGES:
  • 80--81
  • AUTHORS:
  • Luyssaert S.,
  • Janssens I. A.,
  • Sulkava Mika,
  • Papale D.,
  • Dolman A. J.,
  • Reichstein M.,
  • Suni T.,
  • Hollmén Jaakko,
  • Vesala T.,
  • Lousteau D.,
  • Law B.,
  • Moors E. J.
  • BOOKTITLE:
  • Proceedings of the Open Science Conference on the GHG Cycle in the Northern Hemisphere
  • PAGES:
  • 86--87
  • JOURNAL:
  • Ecological Modelling
  • VOLUME:
  • 191
  • PAGES:
  • 118--130
  • [URL]

2005

  • AUTHORS:
  • Luyssaert Sebastiaan,
  • Sulkava Mika,
  • Raitio Hannu,
  • Hollmén Jaakko
  • JOURNAL:
  • Environmental Pollution
  • VOLUME:
  • 138
  • PAGES:
  • 5--17
  • [URL]
  • BOOKTITLE:
  • Artificial Neural Networks: Formal Models and Their Applications -- ICANN 2005: 15th International Conference, Proceedings, Part II
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 3697
  • PAGES:
  • 761--767
  • [URL]
  • AUTHORS:
  • Gopalacharyulu Peddinti V.,
  • Lindfors Erno,
  • Bounsaythip Catherine,
  • Kivioja Teemu,
  • Yetu\-kuri Laxman,
  • Hollmén Jaakko,
  • Ore\vsi\vc Matej
  • JOURNAL:
  • Bioinformatics
  • VOLUME:
  • 21
  • PAGES:
  • i177--i185
  • [URL]
  • BOOKTITLE:
  • Proceedings of the 8th International Work-Conference on Artificial Neural Networks (IWANN 2005)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 3512
  • PAGES:
  • 1002--1009
  • [URL]
  • AUTHORS:
  • Kettunen E.,
  • Nicholson A.G.,
  • Nagy B.,
  • Seppänen J.K.,
  • Ollikainen T.,
  • Ladas G.,
  • Kinnula V.,
  • Dusmet M.,
  • Nordling S.,
  • Hollmén Jaakko,
  • Kamel D.,
  • Goldstraw P.,
  • Knuutila S.
  • JOURNAL:
  • Carcinogenesis
  • VOLUME:
  • 26
  • PAGES:
  • 17--25
  • [URL]
  • AUTHORS:
  • Bounsaythip Catherine,
  • Lindfors Erno,
  • Gopalacharyulu Peddinti V.,
  • Hollmén Jaakko,
  • Ore\vsi\vc Matej
  • BOOKTITLE:
  • Proceedings of KRBIO'05, International Symposium of the Knowledge Representation in Bioinformatics
  • PAGES:
  • 1--6
  • AUTHORS:
  • Kährä Petri,
  • Hollmén Jaakko,
  • Karling Satu,
  • Kujala Jaakko,
  • Kuosmanen Petri,
  • Lindqvist Janne
  • [URL]

2004

  • AUTHORS:
  • Vesanto Juha,
  • Hollmén Jaakko
  • [URL]
  • AUTHORS:
  • Wikman Harriet,
  • Seppänen Jouni K.,
  • Sarhadi Virinder K.,
  • Kettunen Eeva,
  • Salmenkivi Kaisa,
  • Kuosma Eeva,
  • Vainio-Siukola Katri,
  • Nagy Balint,
  • Karjalainen Antti,
  • Sioris Thanos,
  • Salo Jarmo,
  • Hollmén Jaakko,
  • Knuutila Sakari,
  • Anttila Sisko
  • JOURNAL:
  • Journal of Pathology
  • VOLUME:
  • 203
  • PAGES:
  • 584--593
  • [URL]
  • AUTHORS:
  • Kettunen Eeva,
  • Anttila Sisko,
  • Seppänen Jouni K.,
  • Karjalainen Antti,
  • Edgren Henrik,
  • Lindstrom Irmeli,
  • Salovaara Reijo,
  • Nissén Anna-Maria,
  • Salo Jarmo,
  • Mattson Karin,
  • Hollmén Jaakko,
  • Knuutila Sakari,
  • Wikman Harriet
  • JOURNAL:
  • Cancer Genetics and Cytogenetics
  • VOLUME:
  • 149
  • PAGES:
  • 98--106
  • [URL]
  • AUTHORS:
  • Luyssaert Sebastiaan,
  • Sulkava Mika,
  • Raitio Hannu,
  • Hollmén Jaakko
  • JOURNAL:
  • Journal of Environmental Monitoring
  • VOLUME:
  • 6
  • PAGES:
  • 160--167
  • AUTHORS:
  • Tikka Jarkko,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the Workshop on Temporal Data Mining: Algorithms, Theory and Applications (in conjunction with The Fourth IEEE International Conference on Data Mining)
  • [URL]
  • AUTHORS:
  • Bykowski Artur,
  • Seppänen Jouni K.,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004)
  • PAGES:
  • 57--58

2003

  • AUTHORS:
  • Wikman H.,
  • Salmenkivi K.,
  • Seppänen J.,
  • Kettunen E.,
  • Vainio-Siukola K.,
  • Hollmén Jaakko,
  • Karjalainen A.,
  • Knuutila S.,
  • Anttila S.
  • BOOKTITLE:
  • Poster presentation at the ESF Program in functional genomics: 1st European Conference
  • BOOKTITLE:
  • Proceedings of the Workshop on Self-Organizing Maps (WSOM'03)
  • PAGES:
  • 243--248
  • AUTHORS:
  • Ruosaari Salla,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the TICSP Workshop on Computational Systems Biology
  • AUTHORS:
  • Ruosaari Salla,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of Bioinformatics 2003
  • AUTHORS:
  • Saarela J.,
  • Hollmén Jaakko,
  • Chen D.,
  • Tainola P.,
  • Jokiaho A.,
  • Palotie A.,
  • Mannila Heikki,
  • Peltonen L.
  • BOOKTITLE:
  • Poster presentation at the Annual Meeting of thre American Society of Human Genetics (ASHG)
  • BOOKTITLE:
  • Proceedings of the Third SIAM International Conference on Data Mining
  • PAGES:
  • 289--293
  • BOOKTITLE:
  • Proceedings of the Workshop on Self-Organizing Maps (WSOM'03)
  • PAGES:
  • 11--16
  • [URL]
  • AUTHORS:
  • Katajamaa Mikko,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Currents in Computational Molecular Biology 2003
  • PAGES:
  • 249--250

2002

  • AUTHORS:
  • Vesanto Juha,
  • Hollmén Jaakko
  • AUTHORS:
  • Niini Tarja,
  • Vettenranta Kim,
  • Hollmén Jaakko,
  • Larramendy Marcelo L.,
  • Aalto Yan,
  • Wikman Harriet,
  • Nagy Balint,
  • Seppänen Jouni K.,
  • Salvador Anna Ferrer,
  • Mannila Heikki,
  • Saarinen-Pihkala Ulla M.,
  • Knuutila Sakari
  • JOURNAL:
  • Leukemia
  • VOLUME:
  • 16
  • PAGES:
  • 2213-2221
  • [URL]
  • AUTHORS:
  • Wikman Harriet,
  • Kettunen Eeva,
  • Seppänen Jouni K.,
  • Karjalainen Antti,
  • Hollmén Jaakko,
  • Anttila Sisko,
  • Knuutila Sakari
  • JOURNAL:
  • Oncogene
  • VOLUME:
  • 21
  • PAGES:
  • 5804--5813
  • [URL]
  • AUTHORS:
  • Ruosaari Salla,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Proceedings of the 5th International Conference on Discovery Science (DS 2002)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 2534
  • PAGES:
  • 259--266
  • AUTHORS:
  • Zhu Ying,
  • Hollmén Jaakko,
  • Räty Riikka,
  • Aalto Yan,
  • Nagy Balint,
  • Elonen Erkki,
  • Kere Juha,
  • Mannila Heikki,
  • Franssila Kaarle,
  • Knuutila Sakari
  • JOURNAL:
  • British Journal of Haematology
  • VOLUME:
  • 119
  • PAGES:
  • 905--915
  • AUTHORS:
  • Bykowski Artur,
  • Seppänen Jouni K.,
  • Hollmén Jaakko
  • BOOKTITLE:
  • Knowledge Discovery in Inductive Databases (KDID'02), First International Workshop
  • SERIES:
  • University of Helsinki Department of Computer Science Series of Publications B, Report B-2002-7
  • PAGES:
  • 20--31
  • AUTHORS:
  • Seppänen Jouni,
  • Hollmén Jaakko,
  • Bingham Ella,
  • Mannila Heikki
  • BOOKTITLE:
  • Bioinformatics 2002

2001

  • AUTHORS:
  • Simula Olli,
  • Hollmén Jaakko,
  • Alhoniemi Esa
  • BOOKTITLE:
  • Proceedings of the National Conference on Industrial Automation, Ancona, Italy
  • PAGES:
  • 13--19

2000

  • AUTHORS:
  • Hollmén Jaakko,
  • Tresp Volker
  • BOOKTITLE:
  • Proceedings of EUSIPCO 2000 --- X European Signal Processing Conference
  • VOLUME:
  • II
  • PAGES:
  • 737--740
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko,
  • Skubacz Micha\l,
  • Taniguchi Michiaki
  • BOOKTITLE:
  • DATA MINING II --- Proceedings of the Second International Conference on Data Mining 2000
  • PAGES:
  • 495--503
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko,
  • Tresp Volker,
  • Simula Olli
  • BOOKTITLE:
  • Proceedings of EUSIPCO 2000 --- X European Signal Processing Conference
  • VOLUME:
  • II
  • PAGES:
  • 721--724
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko
  • [URL]

1999

  • AUTHORS:
  • Hollmén Jaakko,
  • Tresp Volker,
  • Simula Olli
  • BOOKTITLE:
  • Proceedings of the Ninth International Conference on Artificial Neural Networks (ICANN'99)
  • VOLUME:
  • 2
  • PAGES:
  • 946--951
  • [URL]
  • AUTHORS:
  • Simula Olli,
  • Vesanto Juha,
  • Alhoniemi Esa,
  • Hollmén Jaakko
  • AUTHORS:
  • Hollmén Jaakko,
  • Tresp Volker
  • BOOKTITLE:
  • Advances in Neural Information Processing Systems 11: Proceedings of the 1998 Conference (NIPS'11)
  • PAGES:
  • 889--895
  • [URL]
  • AUTHORS:
  • Hollmén Jaakko
  • [URL]
  • AUTHORS:
  • Alhoniemi Esa,
  • Hollmén Jaakko,
  • Simula Olli,
  • Vesanto Juha
  • JOURNAL:
  • Integrated Computer Aided Engineering
  • VOLUME:
  • 6
  • PAGES:
  • 3--14

1998

  • AUTHORS:
  • Taniguchi Michiaki,
  • Haft Michael,
  • Hollmén Jaakko,
  • Tresp Volker
  • BOOKTITLE:
  • Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'98)
  • VOLUME:
  • II
  • PAGES:
  • 1241--1244
  • [URL]

1997

  • AUTHORS:
  • Simula Olli,
  • Alhoniemi Esa,
  • Hollmén Jaakko,
  • Vesanto Juha
  • BOOKTITLE:
  • Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems (ICONIP'97)
  • VOLUME:
  • 2
  • PAGES:
  • 1313--1317
  • AUTHORS:
  • Taniguchi Michiaki,
  • Haft Michael,
  • Hollmén Jaakko,
  • Tresp Volker
  • AUTHORS:
  • Hollmén Jaakko
  • [URL]

1996

  • AUTHORS:
  • Hollmén Jaakko,
  • Simula Olli
  • BOOKTITLE:
  • 1996 IEEE Nordic Signal Processing Symposium Proceedings (NORSIG'96), Espoo, Finland
  • PAGES:
  • 79--82
  • AUTHORS:
  • Hollmén Jaakko