Publications by Erkki Oja

2012

  • JOURNAL:
  • Pattern Recognition
  • VOLUME:
  • 45
  • PAGES:
  • 1500-1510
  • BOOKTITLE:
  • Proceedings of 29th International Conference on Machine Learning (ICML2012)
  • BOOKTITLE:
  • Advances in Neural Information Processing Systems 25 (NIPS2012)
  • PAGES:
  • 1088-1096
  • BOOKTITLE:
  • Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012)
  • PAGES:
  • 277-284
  • AUTHORS:
  • Hakkarainen Janne,
  • Ilin Alexander,
  • Solonen Antti,
  • Laine Marko,
  • Haario Heikki,
  • Tamminen Johanna,
  • Oja Erkki,
  • Järvinen Heikki
  • JOURNAL:
  • Nonlinear Processes in Geophysics
  • VOLUME:
  • 19
  • PAGES:
  • 127--143
  • [URL]
  • BOOKTITLE:
  • Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012)
  • PAGES:
  • 285-290
  • BOOKTITLE:
  • Proceedings of 22nd International Conference on Artificial Neural Networks (ICANN 2012)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 7553
  • PAGES:
  • 411-418
  • BOOKTITLE:
  • Proceedings of 22nd International Conference on Artificial Neural Networks (ICANN 2012)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 7553
  • PAGES:
  • 419-426
  • AUTHORS:
  • Almeida M.,
  • Bioucas-Dias J.,
  • Vigario R.,
  • Oja E.
  • JOURNAL:
  • Bulletin of the Polish Academy of Sciences
  • VOLUME:
  • 60
  • PAGES:
  • 455–-460
  • JOURNAL:
  • Signal Processing
  • VOLUME:
  • 92
  • PAGES:
  • 1767--1778
  • [URL]
  • BOOKTITLE:
  • Proceedings of the TRECVID 2012 Workshop

2011

  • BOOKTITLE:
  • Proceedings of 18th International Conference on Neural Information Processing (ICONIP 2011)
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 74
  • PAGES:
  • 2430-2437
  • BOOKTITLE:
  • Proceedings of 21st International Conference on Artificial Neural Networks
  • PAGES:
  • 14-17
  • BOOKTITLE:
  • Proceedings of the TRECVID 2011 Workshop
  • JOURNAL:
  • Journal of Artificial Intelligence and Soft Computing Research
  • VOLUME:
  • 1
  • PAGES:
  • 7-16
  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 22
  • PAGES:
  • 1878-1891

2010

  • BOOKTITLE:
  • Proceedings of the 9th International Conference on Latent Variable Analysis and Signal Separation (LVA2010)
  • SERIES:
  • Lecture Notes in Computer Science
  • VOLUME:
  • 6365
  • PAGES:
  • 514-521
  • AUTHORS:
  • Järvinen Heikki,
  • Räisänen Petri,
  • Laine Marko,
  • Tamminen Johanna,
  • Ilin Alexander,
  • Oja Erkki,
  • Solonen Antti,
  • Haario Heikki
  • JOURNAL:
  • Atmospheric Chemistry and Physics Discussion
  • VOLUME:
  • 10
  • PAGES:
  • 11951--11973
  • BOOKTITLE:
  • Proceedings of the International Joint Conference on Neural Networks (IJCNN 2010)
  • PAGES:
  • 1--7
  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 21
  • PAGES:
  • 734-749
  • AUTHORS:
  • Oja E.,
  • Ilin A.,
  • Luttinen J.,
  • Yang Z.
  • BOOKTITLE:
  • Proceedings of the 20th IEEE International Workshop on Machine Learning For Signal Processing (MLSP2010)
  • PAGES:
  • 19-23
  • JOURNAL:
  • Frontiers of Electrical and Electronic Engineering in China
  • VOLUME:
  • 5
  • PAGES:
  • 261-273

2009

  • BOOKTITLE:
  • ICANN (2)
  • PAGES:
  • 305-314
  • BOOKTITLE:
  • ICANN (1)
  • PAGES:
  • 20-29

2008

  • AUTHORS:
  • Tichavsky Petr,
  • Koldovsky Zbynek,
  • Oja Erkki
  • JOURNAL:
  • IEEE Transactions on Signal Processing
  • VOLUME:
  • 56
  • PAGES:
  • 1715-1716
  • JOURNAL:
  • Scholarpedia
  • VOLUME:
  • 3
  • PAGES:
  • 3612

2007

  • AUTHORS:
  • Tichavsky Petr,
  • Koldovsky Zbynek,
  • Oja Erkki
  • BOOKTITLE:
  • ICA
  • PAGES:
  • 285-292
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 70
  • PAGES:
  • 2325-2329

2006

  • BOOKTITLE:
  • ICA
  • PAGES:
  • 790-798
  • BOOKTITLE:
  • ICA
  • PAGES:
  • 430-437
  • AUTHORS:
  • Koldovsky Zbynek,
  • Tichavsky Petr,
  • Oja Erkki
  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 17
  • PAGES:
  • 1265-1277
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 19
  • PAGES:
  • 155-167
  • BOOKTITLE:
  • IJCNN
  • PAGES:
  • 5110-5117
  • JOURNAL:
  • IEEE Transactions on Wireless Communications
  • VOLUME:
  • 5
  • PAGES:
  • 77-82
  • AUTHORS:
  • Tichavsky Petr,
  • Koldovsky Zbynek,
  • Oja Erkki
  • JOURNAL:
  • IEEE Transactions on Signal Processing
  • VOLUME:
  • 54
  • PAGES:
  • 1189-1203
  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 17
  • PAGES:
  • 1370-1381
  • AUTHORS:
  • Pakkanen Jussi,
  • Iivarinen Jukka,
  • Oja Erkki
  • JOURNAL:
  • IEEE Transactions on Neural Networks
  • VOLUME:
  • 17
  • PAGES:
  • 591-603

2005

  • BOOKTITLE:
  • SCIA
  • PAGES:
  • 333-342

2004

  • BOOKTITLE:
  • ICA
  • PAGES:
  • 1-8
  • BOOKTITLE:
  • ICONIP
  • PAGES:
  • 1044-1051
  • JOURNAL:
  • Neural Computation
  • VOLUME:
  • 16
  • PAGES:
  • 1811-1825
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 17
  • PAGES:
  • 1121-1133
  • BOOKTITLE:
  • ICPR (2)
  • PAGES:
  • 1005-1009
  • BOOKTITLE:
  • SSPR/SPR
  • PAGES:
  • 1-15
  • AUTHORS:
  • Oja Erkki,
  • Harmeling Stefan,
  • Almeida Luis B.
  • JOURNAL:
  • Signal Processing
  • VOLUME:
  • 84
  • PAGES:
  • 215-216
  • BOOKTITLE:
  • CIVR
  • PAGES:
  • 234-242
  • AUTHORS:
  • Pakkanen Jussi,
  • Iivarinen Jukka,
  • Oja Erkki
  • JOURNAL:
  • Neural Processing Letters
  • VOLUME:
  • 20
  • PAGES:
  • 199-211
  • BOOKTITLE:
  • CIVR
  • PAGES:
  • 508-516

2003

  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 16
  • PAGES:
  • 469-478
  • AUTHORS:
  • Lee Te-Won,
  • Cardoso Jean-Fran\ccois,
  • Oja Erkki,
  • Amari Shun-ichi
  • JOURNAL:
  • Journal of Machine Learning Research
  • VOLUME:
  • 4
  • PAGES:
  • 1175-1176
  • AUTHORS:
  • Aksela Matti,
  • Girdziusas Ramunas,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • JOURNAL:
  • IJDAR
  • VOLUME:
  • 6
  • PAGES:
  • 23-41

2002

  • BOOKTITLE:
  • ECML
  • PAGES:
  • 505
  • BOOKTITLE:
  • PKDD
  • PAGES:
  • 488
  • BOOKTITLE:
  • ICANN
  • PAGES:
  • 981-986
  • BOOKTITLE:
  • HIS
  • PAGES:
  • 3
  • BOOKTITLE:
  • VISUAL
  • PAGES:
  • 247-258
  • AUTHORS:
  • Brandt Sami S.,
  • Laaksonen Jorma,
  • Oja Erkki
  • JOURNAL:
  • Journal of Mathematical Imaging and Vision
  • VOLUME:
  • 17
  • PAGES:
  • 187-198
  • JOURNAL:
  • Theor. Comput. Sci.
  • VOLUME:
  • 287
  • PAGES:
  • 187-207
  • BOOKTITLE:
  • ICPR (2)
  • PAGES:
  • 1049-1052

2001

  • AUTHORS:
  • Koivunen Visa,
  • Enescu Mihai,
  • Oja Erkki
  • JOURNAL:
  • Neural Computation
  • VOLUME:
  • 13
  • PAGES:
  • 2339-2357
  • AUTHORS:
  • Aksela Matti,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • BOOKTITLE:
  • ICAPR
  • PAGES:
  • 270-279
  • AUTHORS:
  • Vuori Vuokko,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • JOURNAL:
  • IJDAR
  • VOLUME:
  • 3
  • PAGES:
  • 150-159
  • AUTHORS:
  • Aksela Matti,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • BOOKTITLE:
  • ICDAR
  • PAGES:
  • 982-986
  • JOURNAL:
  • Pattern Anal. Appl.
  • VOLUME:
  • 4
  • PAGES:
  • 140-152
  • AUTHORS:
  • Vuori Vuokko,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • BOOKTITLE:
  • ICDAR
  • PAGES:
  • 501-
  • AUTHORS:
  • Ojala Timo,
  • Valkealahti Kimmo,
  • Oja Erkki,
  • Pietikäinen Matti
  • JOURNAL:
  • Pattern Recognition
  • VOLUME:
  • 34
  • PAGES:
  • 727-739

2000

  • AUTHORS:
  • Vuori Vuokko,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • BOOKTITLE:
  • ICPR
  • PAGES:
  • 2331-2334
  • BOOKTITLE:
  • VISUAL
  • PAGES:
  • 430-441
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 13
  • PAGES:
  • 891-907
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 13
  • PAGES:
  • 411-430
  • JOURNAL:
  • Pattern Recognition Letters
  • VOLUME:
  • 21
  • PAGES:
  • 1199-1207
  • AUTHORS:
  • Brandt Sami S.,
  • Laaksonen Jorma,
  • Oja Erkki
  • BOOKTITLE:
  • ICPR
  • PAGES:
  • 6062-6066

1999

  • JOURNAL:
  • Int. J. Neural Syst.
  • VOLUME:
  • 9
  • PAGES:
  • 99-114
  • BOOKTITLE:
  • VISUAL
  • PAGES:
  • 541-548
  • AUTHORS:
  • Laaksonen Jorma,
  • Aksela Matti,
  • Oja Erkki,
  • Kangas Jari
  • BOOKTITLE:
  • ICDAR
  • PAGES:
  • 796-799
  • AUTHORS:
  • Oja Erkki,
  • Hyvärinen Aapo,
  • Hoyer Patrik O.
  • JOURNAL:
  • Pattern Anal. Appl.
  • VOLUME:
  • 2
  • PAGES:
  • 104-110
  • BOOKTITLE:
  • IWANN (2)
  • PAGES:
  • 238-247
  • AUTHORS:
  • Vuori Vuokko,
  • Laaksonen Jorma,
  • Oja Erkki,
  • Kangas Jari
  • BOOKTITLE:
  • ICDAR
  • PAGES:
  • 792-795

1998

  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 22
  • PAGES:
  • 187-199
  • BOOKTITLE:
  • ICONIP
  • PAGES:
  • 895-898
  • JOURNAL:
  • IJPRAI
  • VOLUME:
  • 12
  • PAGES:
  • 423-436
  • JOURNAL:
  • IEEE Trans. Pattern Anal. Mach. Intell.
  • VOLUME:
  • 20
  • PAGES:
  • 90-94
  • BOOKTITLE:
  • ICONIP
  • PAGES:
  • 594-602
  • AUTHORS:
  • Hyvärinen Aapo,
  • Hoyer Patrik O.,
  • Oja Erkki
  • BOOKTITLE:
  • NIPS
  • PAGES:
  • 473-479
  • JOURNAL:
  • IJPRAI
  • VOLUME:
  • 12
  • PAGES:
  • 437-452
  • BOOKTITLE:
  • ICONIP
  • PAGES:
  • 725-728
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 22
  • PAGES:
  • 5-20

1997

  • JOURNAL:
  • Neural Computation
  • VOLUME:
  • 9
  • PAGES:
  • 1483-1492
  • BOOKTITLE:
  • ICANN
  • PAGES:
  • 519-528
  • BOOKTITLE:
  • NIPS
  • BOOKTITLE:
  • ICANN
  • PAGES:
  • 553-558
  • BOOKTITLE:
  • NIPS
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 17
  • PAGES:
  • 25-45

1996

  • JOURNAL:
  • Pattern Recognition Letters
  • VOLUME:
  • 17
  • PAGES:
  • 723-730
  • AUTHORS:
  • Kälviäinen Heikki,
  • Hirvonen Petri,
  • Oja Erkki
  • JOURNAL:
  • Pattern Recognition Letters
  • VOLUME:
  • 17
  • PAGES:
  • 889-897
  • JOURNAL:
  • Neurocomputing
  • VOLUME:
  • 12
  • PAGES:
  • 155-170
  • BOOKTITLE:
  • NIPS
  • PAGES:
  • 480-486
  • BOOKTITLE:
  • ICANN
  • PAGES:
  • 245-250
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 9
  • PAGES:
  • 435-444
  • JOURNAL:
  • Int. J. Neural Syst.
  • VOLUME:
  • 7
  • PAGES:
  • 671-688
  • BOOKTITLE:
  • ICANN
  • PAGES:
  • 227-232

1995

  • AUTHORS:
  • Kälviäinen Heikki,
  • Hirvonen Petri,
  • Xu Lei,
  • Oja Erkki
  • JOURNAL:
  • Image Vision Comput.
  • VOLUME:
  • 13
  • PAGES:
  • 239-252

1994

  • AUTHORS:
  • Kälviäinen Heikki,
  • Hirvonen Petri,
  • Xu Lei,
  • Oja Erkki
  • BOOKTITLE:
  • ECCV (2)
  • PAGES:
  • 351-360

1992

  • JOURNAL:
  • Journal of Mathematical Imaging and Vision
  • VOLUME:
  • 2
  • PAGES:
  • 261-272
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 5
  • PAGES:
  • 441-457
  • JOURNAL:
  • Neural Networks
  • VOLUME:
  • 5
  • PAGES:
  • 927-935

1991

  • JOURNAL:
  • Int. J. Neural Syst.
  • VOLUME:
  • 2
  • PAGES:
  • 169-184

1990

  • JOURNAL:
  • Pattern Recognition Letters
  • VOLUME:
  • 11
  • PAGES:
  • 331-338
  • AUTHORS:
  • Parkkinen Jussi,
  • Selkäinaho K.,
  • Oja Erkki
  • JOURNAL:
  • Pattern Recognition Letters
  • VOLUME:
  • 11
  • PAGES:
  • 43-50
  • BOOKTITLE:
  • EURASIP Workshop
  • PAGES:
  • 151-160
  • BOOKTITLE:
  • MVA
  • PAGES:
  • 173-176

1989

  • JOURNAL:
  • Int. J. Neural Syst.
  • VOLUME:
  • 1
  • PAGES:
  • 61-68

1983

  • JOURNAL:
  • Pattern Recognition
  • VOLUME:
  • 16
  • PAGES:
  • 421-427

1979

  • JOURNAL:
  • IEEE Trans. Computers
  • VOLUME:
  • 28
  • PAGES:
  • 65-66