Publications by Jaakko Peltonen

To appear

  • JOURNAL:
  • IEEE Signal Processing Magazine
  • [PUBURL]
  • JOURNAL:
  • Neurocomputing
  • [PUBURL]
  • JOURNAL:
  • Journal of Computational and Theoretical Nanoscience

2014

  • JOURNAL:
  • IEEE Transactions on Mobile Computing
  • VOLUME:
  • 13
  • PAGES:
  • 866-879

2013

  • BOOKTITLE:
  • Proceedings of ECML PKDD 2013, The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
  • PAGES:
  • 129-144
  • JOURNAL:
  • JMLR W&CP
  • VOLUME:
  • 29, Proceedings of ACML 2013, Fifth Asian Conference on Machine Learning
  • PAGES:
  • 165-180
  • BOOKTITLE:
  • Proceedings of MLSP 2013, IEEE International Workshop on Machine Learning for Signal Processing
  • PAGES:
  • electronic proceedings

2012

  • BOOKTITLE:
  • Proceedings of MLSP 2012, the 2012 IEEE International Workshop on Machine Learning for Signal Processing
  • PAGES:
  • electronic proceedings

2010

  • AUTHORS:
  • Peltonen Jaakko,
  • Aidos Helena,
  • Gehlenborg Nils,
  • Brazma Alvis,
  • Kaski Samuel
  • BOOKTITLE:
  • Proceedings of ICASSP 2010, IEEE International Conference on Acoustics, Speech and Signal Processing
  • PAGES:
  • 2178-2181
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of ECML PKDD 2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, part III
  • PAGES:
  • 1-16
  • [PUBURL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of MLG-2010, the Eighth Workshop on Mining and Learning with Graphs
  • PAGES:
  • 94-101
  • [URL]
  • [PUBURL]
  • AUTHORS:
  • Venna Jarkko,
  • Peltonen Jaakko,
  • Nybo Kristian,
  • Aidos Helena,
  • Kaski Samuel
  • JOURNAL:
  • Journal of Machine Learning Research
  • VOLUME:
  • 11
  • PAGES:
  • 451-490
  • [URL]
  • [PUBURL]
  • JOURNAL:
  • Intelligent Data Analysis
  • VOLUME:
  • 14
  • PAGES:
  • 641-662
  • [URL]
  • [PUBURL]

2009

  • BOOKTITLE:
  • Proceedings of the 20th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'09)
  • PAGES:
  • 1267-1271
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of ICASSP 2009, the IEEE International Conference on Acoustics, Speech, and Signal Processing
  • PAGES:
  • 1809-1812
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Advances in Self-Organizing Maps (proceedings of WSOM 2009)
  • PAGES:
  • 237-245
  • [URL]
  • [PUBURL]
  • JOURNAL:
  • Computational Statistics and Data Analysis
  • VOLUME:
  • 53
  • PAGES:
  • 4453-4470
  • [URL]
  • [PUBURL]

2008

  • BOOKTITLE:
  • Proceedings of the Finnish Artificial Intelligence Conference (SteP 2008)
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of the 2008 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2008)
  • PAGES:
  • 163-168
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Nanotech Northern Europe 2008 conference and exhibition (NTNE 2008)
  • [PUBURL]
  • BOOKTITLE:
  • Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada
  • [URL]
  • [PUBURL]

2007

  • BOOKTITLE:
  • European Conference on Computational Biology (ECCB 2006)
  • [PUBURL]
  • BOOKTITLE:
  • Intelligent Systems for Molecular Biology & European Conference on Computational Biology 2007 (ISMB/ECCB 2007)
  • [PUBURL]
  • BOOKTITLE:
  • Machine Learning for Signal Processing XVII
  • PAGES:
  • 312--317
  • [PUBURL]
  • BOOKTITLE:
  • Machine Learning: ECML 2007 (Proceedings of the 18th European Conference on Machine Learning)
  • PAGES:
  • 608--615
  • [URL]
  • [PUBURL]
  • [PUBURL]
  • JOURNAL:
  • BMC Bioinformatics
  • VOLUME:
  • 8
  • PAGES:
  • S11
  • [URL]
  • [PUBURL]

2006

  • BOOKTITLE:
  • Probabilistic Modeling and Machine Learning in Structural and Systems Biology. Workshop Proceedings; Tuusula, Finland, June 17-18
  • PAGES:
  • 50--54
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • NIPS 2006 workshop on Learning to Compare Examples
  • [PUBURL]
  • BOOKTITLE:
  • NIPS 2006 workshop on Learning when test and training inputs have different distributions
  • [PUBURL]

2005

  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 16
  • PAGES:
  • 68--83
  • [URL]
  • [PUBURL]

2004

  • [URL]
  • [PUBURL]
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 17
  • PAGES:
  • 1087--1100
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of ICML 2004, the Twenty-First International Conference on Machine Learning
  • PAGES:
  • 647-654
  • [URL]
  • [PUBURL]

2003

  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of ICML-2003, the Twentieth International Conference on Machine Learning
  • PAGES:
  • 329-336
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of WSOM'03, Workshop on Self-Organizing Maps
  • PAGES:
  • 213-218
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of the 14th European Conference on Machine Learning (ECML 2003)
  • PAGES:
  • 432--443
  • [URL]
  • [PUBURL]

2002

  • BOOKTITLE:
  • Step 2002 -- Intelligence, The Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference
  • PAGES:
  • 41-49
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of ICONIP'02, 9th International Conference on Neural Information Processing
  • PAGES:
  • 1956-1960
  • [URL]
  • [PUBURL]
  • JOURNAL:
  • Tekniikan Akateemiset
  • VOLUME:
  • 5/2002
  • [PUBURL]
  • BOOKTITLE:
  • Artificial Neural Networks---ICANN 2002
  • PAGES:
  • 999-1004
  • [URL]
  • [PUBURL]

2001

  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 12
  • PAGES:
  • 936-947
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of DaWaK'01, Third International Conference on Data Warehousing and Knowledge Discovery
  • PAGES:
  • 162-172
  • [URL]
  • [PUBURL]
  • BOOKTITLE:
  • Proceedings of IJCNN01, International Joint Conference on Neural Networks
  • PAGES:
  • 914-919
  • [URL]
  • [PUBURL]
  • [PUBURL]