Publications of type Article

To appear

AUTHORS:
Žliobaitė Indrė,
Bifet Albert,
Read Jesse,
Pfahringer Bernhard,
Holmes Geoff

JOURNAL:
Machine Learning

AUTHORS:
Warnecke J.,
Käpylä P. J.,
Käpylä M. J.,
Brandenburg A.

JOURNAL:
Astronomy & Astrophysics, submitted

AUTHORS:
Käpylä M. J.,
Käpylä P. J.,
Olspert N.,
Brandenburg A.,
Warnecke J.,
Karak B. B.,
Pelt J.

JOURNAL:
Astronomy & Astrophysics, submitted

AUTHORS:
Žliobaitė Indrė,
Hollmén Jaakko

JOURNAL:
Machine Learning

AUTHORS:
Soleimany Hadi,
Blondeau Céline,
Yu Xiaoli,
Wu Wenling,
Nyberg Kaisa,
Zhang Huiling,
Zhang Lei,
Wang Yanfeng

JOURNAL:
J. Cryptology

AUTHORS:
Corona Francesco,
Zhu Zhanxing,
de Souza Junior Amauri,
Mulas Michela,
Muru Emanuele,
Sassu Lorenzo,
de Alencar Barreto Guilherme,
Baratti Roberto

JOURNAL:
Journal of Process Control

AUTHORS:
Hackman T.,
Lehtinen J.,
Rosén L.,
Kochukhov O.,
Käpylä M. J.

JOURNAL:
Astronomy & Astrophysics, submitted

AUTHORS:
Termenon Maite,
Grana Manuel,
Savio Alexandre,
Akusok Anton,
Miche Yoan,
Lendasse Amaury

JOURNAL:
Neurocomputing
VOLUME:
NA

AUTHORS:
Akusok Anton,
Miche Yoan,
Lendasse Amaury,
Nian Rui

JOURNAL:
IEEE Intelligent Systems
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NA
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NA

AUTHORS:
Akusok Anton,
Veganzones David,
Miche Yoan,
du Jardin Philippe,
Severin Eric,
Lendasse Amaury

JOURNAL:
Neurocomputing
VOLUME:
NA

AUTHORS:
Miche Yoan,
Akusok Anton,
Veganzones David,
Bjork Kaj-Mikael,
Séverin Eric,
du Jardin Philippe,
Lendasse Amaury

JOURNAL:
Neurocomputing
VOLUME:
NA

AUTHORS:
Zhang He,
Yang Zhirong,
Oja Erkki

JOURNAL:
Neurocomputing

AUTHORS:
Akusok Anton,
Miche Yoan,
Karhunen Juha,
Bjork Kaj-Mikael,
Nian Rui,
Lendasse Amaury

JOURNAL:
IEEE Computational Intelligence Magazine
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NA

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Adhikari Prem Raj,
Hollmén Jaakko

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Journal of Intelligent Information Systems
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NA
PAGES:
1-19

AUTHORS:
Karhila Reima,
Remes Ulpu,
Kurimo Mikko

JOURNAL:
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (IEEE J. STSP)

AUTHORS:
Soleimany Hadi

JOURNAL:
IET Information Security

AUTHORS:
Faisal Ali,
Gillberg Jussi,
Leen Gayle,
Peltonen Jaakko

JOURNAL:
Neurocomputing

AUTHORS:
Corona Francesco,
Lendasse Amaury,
Liitiäinen Elia

JOURNAL:
Random Structures and Algorithms

[INTERNALPDF]

AUTHORS:
Gritti Clementine,
Susilo Willy,
Plantard Thomas,
Liang Kaitai,
Wong Duncan S.

JOURNAL:
Journal of Wireless Mobile Networks, Ubiquitous Computing

827.
Group Factor Analysis (to appear)

AUTHORS:
Klami Arto,
Virtanen Seppo,
Leppäaho Eemeli,
Kaski Samuel

JOURNAL:
IEEE Transactions on Neural Networks and Learning Systems

AUTHORS:
Uusitalo Mikko A.,
Peltonen Jaakko,
Ryhänen Tapani

JOURNAL:
Journal of Computational and Theoretical Nanoscience

[INTERNALPDF]

AUTHORS:
Koponen Laura,
Oikarinen Emilia,
Janhunen Tomi,
Säilä Laura

JOURNAL:
Theory and Practice of Logic Programming

AUTHORS:
Kauppi Jukka-Pekka,
Kandemir Melih,
Saarinen Veli-Matti,
Hirvenkari Lotta,
Parkkonen Lauri,
Klami Arto,
Hari Riitta,
Kaski Samuel

JOURNAL:
NeuroImage

2015

AUTHORS:
Benson Erik,
Mohammed Abdulmelik,
Gardell Johan,
Masich Sergej,
Czeizler Eugen,
Orponen Pekka,
Högberg Björn

JOURNAL:
Nature
VOLUME:
523
PAGES:
441--444

822.
Doppler Imaging of LQ Hya for 1998-2002 (2015)

AUTHORS:
Cole E. M.,
Hackman T.,
Käpylä M. J.,
Ilyin I.,
Kochukhov O.,
N. Piskunov.

JOURNAL:
Astronomy & Astrophysics
VOLUME:
581
PAGES:
id.A69, 9pp.

AUTHORS:
Karak B. B.,
Käpylä P. J.,
Käpylä M. J.,
Brandenburg A.

JOURNAL:
Astronomy & Astrophysics
VOLUME:
576
PAGES:
A26

AUTHORS:
Olspert N.,
Käpylä M. J.,
Pelt J.,
Cole E. M.,
Hackman T.,
Lehtinen J.,
Henry G. W.

JOURNAL:
Astronomy & Astrophysics, in press
VOLUME:
577
PAGES:
id.A120, 13pp.

AUTHORS:
Liang Kaitai,
Liu Joseph K.,
Lu Rongxing,
Wong Duncan S.

JOURNAL:
IEEE Internet Computing
VOLUME:
19
PAGES:
58-63

AUTHORS:
Duhrkop Kai,
Shen Huibin,
Meusel Marvin,
Rousu Juho,
Bocker Sebastian

JOURNAL:
Proceedings of the National Academy of Sciences
VOLUME:
112
PAGES:
12580-12585

AUTHORS:
Usoskin I. G.,
Arlt R.,
Asvestari E.,
Hawkins E.,
Käpylä M. J.,
et al.

JOURNAL:
Astronomy & Astrophysics
VOLUME:
581
PAGES:
id.A95, 19pp.

AUTHORS:
Martinez Gustavo J.,
Pereira Renata M.,
Äijö Tarmo,
Kim Edward Y.,
Marangoni Francesco,
Pipkin Matthew E.,
Togher Susan,
Heissmeyer Vigo,
Zhang Yi Chen,
Crotty Shane,
Lamperti Edward D.,
Ansel K. Mark,
Mempel Thorsten R.,
Lähdesmäki Harri,
Hogan Patrick G.,
Rao Anjana

JOURNAL:
Immunity
VOLUME:
42
PAGES:
265--278

AUTHORS:
Järvinen Kimmo,
Dimitrov Vassil,
Azarderakhsh Reza

JOURNAL:
IEEE Transactions on Computers
VOLUME:
64
PAGES:
2421--2432

AUTHORS:
Ruotsalo Tuukka,
Jacucci Giulio,
Myllymäki Petri,
Kaski Samuel

JOURNAL:
Communications of the ACM
VOLUME:
58
PAGES:
86-92

AUTHORS:
Videla Santiago,
Guziolowski Carito,
Eduati Federica,
Thiele Sven,
Gebser Martin,
Nicolas Jacques,
Saez-Rodriguez Julio,
Schaub Torsten,
Siegel Anne

JOURNAL:
Theoretical Computer Science
VOLUME:
599
PAGES:
79-101

AUTHORS:
Liu Joseph K.,
Au Man Ho,
Susilo Willy,
Liang Kaitai,
Lu Rongxing,
Srinivasan Bala

JOURNAL:
IEEE Network Magazine
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29
PAGES:
46-50

AUTHORS:
Kilpua E.,
Olspert N.,
Grigorievskiy A.,
Käpylä M.,
Tanskanen E.,
Miyahara H.,
Kataoka R.,
Pelt J.,
Liu Y.

JOURNAL:
Astrophysical Journal
VOLUME:
806
PAGES:
272, 7pp.

AUTHORS:
Hella Lauri,
Järvisalo Matti,
Kuusisto Antti,
Laurinharju Juhana,
Lempiäinen Tuomo,
Luosto Kerkko,
Suomela Jukka,
Virtema Jonni

JOURNAL:
Distributed Computing
VOLUME:
28
PAGES:
31-53

809.
Abstract Gringo (2015)

AUTHORS:
Gebser Martin,
Harrison Amelia,
Kaminski Roland,
Lifschitz Vladimir,
Schaub Torsten

JOURNAL:
Theory and Practice of Logic Programming
VOLUME:
15
PAGES:
449-463

808.
Binary/Ternary Extreme Learning Machines (2015)

AUTHORS:
van Heeswijk Mark,
Miche Yoan

JOURNAL:
Neurocomputing
VOLUME:
149
PAGES:
187-197

[INTERNALPDF]

AUTHORS:
Blondeau Céline

JOURNAL:
Inf. Process. Lett.
VOLUME:
115

806.
Perfect nonlinear functions and cryptography (2015)

AUTHORS:
Blondeau Céline,
Nyberg Kaisa

JOURNAL:
Finite Fields and Theirs Applications
VOLUME:
32
PAGES:
120--147

AUTHORS:
de Souza Junior Amauri Holanda,
de Alencar Barreto Guilherme,
Corona Francesco

JOURNAL:
Neurocomputing
VOLUME:
147
PAGES:
31--46

AUTHORS:
Alviano Mario,
Faber Wolfgang,
Gebser Martin

JOURNAL:
Theory and Practice of Logic Programming
VOLUME:
15
PAGES:
559-573

AUTHORS:
Vuorinen Ilppo,
H"anninen Jari,
Rajasilta Marjut,
Laine Päivi,
Eklund Jan,
Montesino-Pouzols Federico,
Corona Francesco,
Junker Karin,
Meier Markus,
Dippner Joachim W.

JOURNAL:
Ecological Indicators
VOLUME:
50
PAGES:
196--205

AUTHORS:
Azarderakhsh Reza,
Mozaffari Kermani Mehran,
Järvinen Kimmo

JOURNAL:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
VOLUME:
34
PAGES:
332--340

AUTHORS:
Vatanen Tommi,
Osmala Maria,
Raiko Tapani,
Lagus Krista,
Sysi-Aho Marko,
Oresi\vc Matej,
Honkela Timo,
Lähdesmäki Harri

JOURNAL:
Neurocomputing
VOLUME:
147
PAGES:
60-70

AUTHORS:
Vatanen T,
Osmala M,
Raiko T,
Lagus K,
Sysi-Aho M,
Oresic M,
Honkela T,
Lähdesmäki H

JOURNAL:
Neurocomputing
VOLUME:
147
PAGES:
60-70

AUTHORS:
Chen Xi,
Koskela Markus

JOURNAL:
Neurocomputing
VOLUME:
149, Part A
PAGES:
387-396

AUTHORS:
Snellman J. E.,
Käpylä P. J.,
Mantere M. J.,
Rheinhardt M.,
Dintrans B.

JOURNAL:
Astronomische Nachrichten, in press
VOLUME:
336
PAGES:
32--50

AUTHORS:
Kostic Aleksandar D.,
Gevers Dirk,
Siljander Heli,
Vatanen Tommi,
Hyotyläinen Tuulia,
Hämäläinen Anu-Maaria,
Peet Aleksandr,
Tillmann Vallo,
Poho Päivi,
Mattila Ismo,
Lähdesmäki Harri,
Franzosa Eric A.,
Vaarala Outi,
de Goffay Marcus,
Harmsen Hermie,
Ilonen Jorma,
Virtanen Suvi M.,
Clish Clary B.,
Oresi\vc Matej,
Huttenhower Curtis,
Knip Mikael,
Xavier Ramnik J.

JOURNAL:
Cell Host & Microbe
VOLUME:
17
PAGES:
260-273

AUTHORS:
Žliobaitė Indrė,
Budka Marcin,
Stahl Frederic

JOURNAL:
Neurocomputing
VOLUME:
150
PAGES:
240--249

795.
Local coordination and symmetry breaking (2015)

AUTHORS:
Suomela Jukka

JOURNAL:
Bulletin of the EATCS
VOLUME:
115
PAGES:
83-110

2014

794.
A Survey on Concept Drift Adaptation (2014)

AUTHORS:
Gama Joao,
Žliobaitė Indrė,
Bifet Albert,
Pechenizkiy Mykola,
Bouchachia Abdelhamid

JOURNAL:
ACM Computing Surveys
VOLUME:
46
PAGES:
Article no. 44

AUTHORS:
Bansal Mukesh,
Yang Jichen,
Karan Charles,
Menden Michael P.,
Costello James C.,
Tang Hao,
Xiao Guanghua,
Li Yajuan,
Allen Jeffrey,
Zhong Rui,
Chen Beibei,
Kim Minsoo,
Wang Tao,
Heiser Laura M.,
Realubit Ronald,
Mattioli Michela,
Alvarez Mariano J.,
Shen Yao,
Community NCI-DREAM,
Gallahan Daniel,
Singer Dinah,
Saez-Rodriguez Julio,
Xie Yang,
Stolovitzky Gustavo,
Califano Andrea

JOURNAL:
Nature Biotechnology
VOLUME:
32
PAGES:
1213-1222

[INTERNALPDF]

AUTHORS:
Costello James C,
Heiser Laura M,
Georgii Elisabeth,
Gönen Mehmet,
Menden Michael P,
Wang Nicholas J,
Bansal Mukesh,
Ammad-ud-din Muhammad,
Hintsanen Petteri,
Khan Suleiman A,
Mpindi John-Patrick,
Kallioniemi Olli,
Honkela Antti,
Aittokallio Tero,
Wennerberg Krister,
NCI DREAM Community,
Collins James J,
Gallahan Dan,
Singer Dinah,
Saez-Rodriguez Julio,
Kaski Samuel,
Gray Joe W,
Stolovitzky Gustavo

JOURNAL:
Nature Biotechnology
VOLUME:
32
PAGES:
1202-1212

[INTERNALPDF]

AUTHORS:
Lijffijt Jefrey,
Papapetrou Panagiotis,
Puolamäki Kai

JOURNAL:
Data Mining and Knowledge Discovery
VOLUME:
28
PAGES:
238--263

AUTHORS:
Marttinen Pekka,
Pirinen Matti,
Sarin Antti-Pekka,
Gillberg Jussi,
Kettunen Johannes,
Surakka Ida,
Kangas Antti J,
Soininen Pasi,
O’Reilly Paul,
Kaakinen Marika,
Kähönen Mika,
Lehtimäki Terho,
Ala-Korpela Mika,
Raitakari Olli T,
Salomaa Veikko,
Järvelin Marjo-Riitta,
Ripatti Samuli,
Kaski Samuel

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
2026--34

AUTHORS:
Marttinen Pekka,
Pirinen Matti,
Sarin Antti-Pekka,
Gillberg Jussi,
Kettunen Johannes,
Surakka Ida,
Kangas Antti J,
Soininen Pasi,
O'Reilly Paul,
Kaakinen Marika,
Kähönen Mika,
Lehtimäki Terho,
Ala-Korpela Mika,
Raitakari Olli T,
Salomaa Veikko,
Järvelin Marjo-Riitta,
Ripatti Samuli,
Kaski Samuel

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
2026--34

788.
Classy: fast clustering streams of call-graphs (2014)

AUTHORS:
Kostakis Orestis

JOURNAL:
Data Mining and Knowledge Discovery
VOLUME:
28
PAGES:
1554--1585

AUTHORS:
Pitkänen Esa,
Jouhten Paula,
Hou Jian,
Fahad Muhammad Syed,
Blomberg Peter,
Kludas Jana,
Oja Merja,
Holm Liisa,
Penttilä Merja,
Rousu Juho,
others

JOURNAL:
PLOS Computational Biology
VOLUME:
10
PAGES:
e1003465

AUTHORS:
Chewapreecha Claire,
Marttinen Pekka,
Croucher Nicholas J,
Salter Susannah J,
Harris Simon R,
Mather Alison E,
Hanage William P,
Goldblatt David,
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others

JOURNAL:
PLoS Genetics
VOLUME:
10
PAGES:
e1004547

785.
Confidence bands for time series data (2014)

AUTHORS:
Korpela Jussi,
Puolamäki Kai,
Gionis Aristides

JOURNAL:
Data Mining Knowledge Discovery
VOLUME:
28
PAGES:
1530--1553

AUTHORS:
Käpylä P. J.,
Mantere M. J.,
Brandenburg A.,
Olspert N.,
Pelt J.

JOURNAL:
Astronomy and Astrophysics
VOLUME:
570
PAGES:
A43

AUTHORS:
Sheppard Samuel K,
Cheng Lu,
Méric Guillaume,
Haan Caroline,
Llarena Ann-Katrin,
Marttinen Pekka,
Vidal Ana,
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Clifton-Hadley Felicity,
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others

JOURNAL:
Molecular Ecology
VOLUME:
23
PAGES:
2442--2451

782.
Dealing with Concept Drifts in Process Mining (2014)

AUTHORS:
Bose R. P. Jagadeesh Chandra,
van der Aalst Wil M. P.,
Žliobaitė Indrė,
Pechenizkiy Mykola

JOURNAL:
IEEE Transactions on Neural Networks and Learning Systems
VOLUME:
25
PAGES:
154-171

AUTHORS:
Chewapreecha C.,
Harris S.R.,
Croucher N.J.,
Turner C.,
Marttinen P.,
Cheng L.,
Pessia A.,
Aanensen D.M.,
Mather A.E.,
Page A.J.,
Salter S.,
Harris D.,
Nosten F.,
Goldblatt D.,
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Turner P.,
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JOURNAL:
Nature Genetics
VOLUME:
46
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780.
Discovering Bands from Graphs (2014)

AUTHORS:
Tatti Nikolaj

JOURNAL:
Data Mining Knowledge Discovery
VOLUME:
28
PAGES:
1429-1454

779.
Discovering Episodes with Compact Minimal Windows (2014)

AUTHORS:
Tatti Nikolaj

JOURNAL:
Data Mining and Knowledge Discovery
VOLUME:
28
PAGES:
1046--1077

AUTHORS:
Tsagaratou A,
Äijö T,
Lio C-W,
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Huang Y,
Jacobsen S,
Lähdesmäki H,
Rao A

JOURNAL:
Proceedings of the National Academy of Sciences of the USA
VOLUME:
111
PAGES:
E3306-E3315

AUTHORS:
Tsagaratou Ageliki,
Äijö Tarmo,
Lio Chan-Wang J.,
Yue Xiaojing,
Huang Yun,
Jacobsen Steven E.,
Lähdesmäki Harri,
Rao Anjana

JOURNAL:
Proceedings of the National Academy of Sciences
VOLUME:
111
PAGES:
E3306--E3315

776.
Doppler images of DI Psc during 2004-2006 (2014)

AUTHORS:
Lindborg M.,
Hackman T.,
Mantere M. J.,
Korhonen H.,
Ilyin I.,
Kochukhov O.,
Piskunov N.

JOURNAL:
Astronomy and Astrophysics
VOLUME:
562
PAGES:
A139

AUTHORS:
Azarderakhsh Reza,
Järvinen Kimmo U.,
Mozaffari-Kermani Mehran

JOURNAL:
IEEE Transactions on Circuits and Systems I---Regular Papers
VOLUME:
61
PAGES:
1144--1155

[INTERNALPDF]

AUTHORS:
Seth Sohan,
Välimäki Niko,
Kaski Samuel,
Honkela Antti

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
2471-2479

AUTHORS:
Azarderakhsh Reza,
Järvinen Kimmo,
Dimitrov Vassil

JOURNAL:
IEEE Transactions on Computers
VOLUME:
63
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772.
Finding Robust Itemsets under Subsampling (2014)

AUTHORS:
Tatti Nikolaj,
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Calders Toon

JOURNAL:
ACM Transactions on Database Systems
VOLUME:
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AUTHORS:
Väisälä M. S.,
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Mantere M. J.,
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JOURNAL:
Astronomy and Astrophysics
VOLUME:
564
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AUTHORS:
Khan Suleiman A.,
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Kallioniemi Olli P.,
Wennerberg Krister,
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Kaski Samuel

JOURNAL:
Bioinformatics
VOLUME:
30
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i497-i504

AUTHORS:
Skwark Marcin J.,
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Elofsson Arne

JOURNAL:
PLoS Comput Biol
VOLUME:
10
PAGES:
e1003889

AUTHORS:
Feinauer Christoph,
Skwark Marcin J.,
Pagnani Andrea,
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JOURNAL:
PLoS Comput Biol
VOLUME:
10
PAGES:
e1003847

AUTHORS:
Kallionp\”a\”a H,
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Laajala E,
Mykkänen J,
Rican\~no-Ponce I,
Vaarma M,
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JOURNAL:
Diabetes
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766.
Kernelized Bayesian Matrix Factorization (2014)

AUTHORS:
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JOURNAL:
IEEE Transactions on Pattern Analysis and Machine Intelligence
VOLUME:
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[INTERNALPDF]

765.
Learning the Information Divergence (2014)

JOURNAL:
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
VOLUME:
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AUTHORS:
Shen Huibin,
Dührkop Kai,
Böcker Sebastian,
Rousu Juho

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
i157-i164

AUTHORS:
Äijö Tarmo,
Butty Vincent,
Chen Zhi,
Salo Verna,
Tripathi Subhash,
Burge Christopher B.,
Lahesmaa Riitta,
Lähdesmäki Harri

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
i113--i120

AUTHORS:
Äijö T,
Butty V,
Chen JZ,
Salo V,
Tripathi S,
Burge CB,
Lahesmaa R,
Lähdesmäki H

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
i113-i120

AUTHORS:
Su Hongyu,
Rousu Juho

JOURNAL:
Machine Learning
VOLUME:
1

AUTHORS:
Noisa P,
Lund C,
Kanduri K,
Lund R,
Lähdesmäki H,
Lahesmaa R,
Lundin K,
Chokechuwattanalert H,
Otonkoski T,
Tuuri T,
Raivio T

JOURNAL:
Journal of Cell Science
VOLUME:
127
PAGES:
2083-2094

759.
Overlapping community detection in labeled graphs (2014)

AUTHORS:
Galbrun Esther,
Gionis Aristides,
Tatti Nikolaj

JOURNAL:
Data Mining Knowledge Discovery
VOLUME:
28
PAGES:
1586--1610

AUTHORS:
Michel Mirco,
Hayat Sikander,
Skwark Marcin J.,
Sander Chris,
Marks Debora S.,
Elofsson Arne

JOURNAL:
Bioinformatics
VOLUME:
30
PAGES:
i482--i488

AUTHORS:
Väisälä M. S.,
Brandenburg A.,
Mitra D.,
Käpylä P. J.,
Mantere M. J.

JOURNAL:
Astronomy and Astrophysics
VOLUME:
567
PAGES:
A139

AUTHORS:
Roncagalli R,
Hauri S,
Fiore F,
Liang Y,
Chen Z,
Kanduri K,
Sansoni A,
Joly R,
Malzac A,
Lähdesmäki H,
Lahesmaa R,
Yamasaki S,
Malissen M,
Aebersold R,
Gstaiger M,
Malissen B

JOURNAL:
Nature Immunology
VOLUME:
15
PAGES:
384-392

AUTHORS:
Karak B. B.,
Rheinhardt M.,
Brandenburg A.,
Käpylä P. J.,
Mantere M. J.

JOURNAL:
Astrophysical Journal
VOLUME:
795
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345.
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JOURNAL:
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342.
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341.
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JOURNAL:
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JOURNAL:
Discrete Mathematics
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JOURNAL:
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338.
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JOURNAL:
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JOURNAL:
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336.
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JOURNAL:
Journal of Combinatorial Designs
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JOURNAL:
Cognitive Systems Research
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JOURNAL:
Tietosuoja
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JOURNAL:
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332.
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JOURNAL:
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JOURNAL:
Pattern Recognition Letters
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JOURNAL:
ACM Transactions on Knowledge Discovery from Data (TKDD)
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JOURNAL:
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JOURNAL:
Journal of Biogeography
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JOURNAL:
Journal of Biogeography
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JOURNAL:
Digital Signal Processing
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324.
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323.
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JOURNAL:
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JOURNAL:
IEEE Transactions on Neural Networks
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JOURNAL:
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JOURNAL:
BMC Bioinformatics
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JOURNAL:
IEEE Transactions on Geoscience and Remote Sensing
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JOURNAL:
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JOURNAL:
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JOURNAL:
Signal Processing: Image Communications
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JOURNAL:
Neurocomputing
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
ACM Transactions on Speech and Language Processing
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JOURNAL:
Neurocomputing
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JOURNAL:
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JOURNAL:
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JOURNAL:
Oral Oncology
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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JOURNAL:
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Linear Encodings of Bounded LTL Model Checking (2006)

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JOURNAL:
Logical Methods in Computer Science
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JOURNAL:
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JOURNAL:
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JOURNAL:
Cancer Research
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JOURNAL:
PLoS Computational Biology
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JOURNAL:
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JOURNAL:
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JOURNAL:
Carcinogenesis
VOLUME:
26
PAGES:
17--25

AUTHORS:
Floréen Patrik,
Kaski Petteri,
Kohonen Jukka,
Orponen Pekka

JOURNAL:
IEEE Journal on Selected Areas in Communications
VOLUME:
23
PAGES:
117--126

AUTHORS:
Bozzano Marco,
Bruttomesso Roberto,
Cimatti Alessandro,
Junttila Tommi,
van Rossum Peter,
Schulz Stephan,
Sebastiani Roberto

JOURNAL:
Journal of Automated Reasoning
VOLUME:
35
PAGES:
265--293

AUTHORS:
Montesino-Pouzols Federico,
Barriga Angel

JOURNAL:
Boletin de la Red Nacional de I+D RedIRIS
VOLUME:
1
PAGES:
28--31

AUTHORS:
Lundberg Janne,
Candolin Catharina,
Kari Hannu H.

JOURNAL:
WSEAS Transactions on Computers
VOLUME:
4

AUTHORS:
Lundberg Janne,
Candolin Catharina,
Kari Hannu H.

JOURNAL:
WSEAS Transactions on Computers
VOLUME:
4

AUTHORS:
Haanpää Harri

JOURNAL:
Journal of Combinatorial Designs
VOLUME:
13
PAGES:
345-348

AUTHORS:
Kaski Petteri

JOURNAL:
Bayreuther Mathematische Schriften
VOLUME:
74
PAGES:
130--135

AUTHORS:
Kaski Samuel,
Nikkilä Janne

JOURNAL:
CSCnews, Information Technology for Science in Finland
VOLUME:
N/A
PAGES:
24-26

AUTHORS:
Varpaaniemi Kimmo

JOURNAL:
Formal Methods in System Design
VOLUME:
26
PAGES:
45--67

JOURNAL:
Neural Processing Letters
VOLUME:
22
PAGES:
183--204

224.
One-factorizations of regular graphs of order 12 (2005)

AUTHORS:
Kaski Petteri,
Östergård Patric R. J.

JOURNAL:
Electronic Journal of Combinatorics
VOLUME:
12
PAGES:
R2

AUTHORS:
Griffiths Evan,
Orponen Pekka

JOURNAL:
Information Processing Letters
VOLUME:
94
PAGES:
55--61

AUTHORS:
Oja Merja,
Sperber Göran O.,
Blomberg Jonas,
Kaski Samuel

JOURNAL:
International Journal of Neural Systems
VOLUME:
15
PAGES:
163-180

AUTHORS:
Hansen J.H.L.,
Huang R.,
Zhou B.,
Seadle M.,
Deller Jr. J.R.,
Gurijala A.R.,
Kurimo Mikko,
Angkititrakul P.

JOURNAL:
IEEE Transactions on Speech and Audio Processing
VOLUME:
13
PAGES:
712--730

JOURNAL:
Designs, Codes and Cryptography
VOLUME:
35
PAGES:
271--285

[INTERNALPDF]

AUTHORS:
Simon Geoffroy,
Lendasse Amaury,
Cottrell Marie,
Fort Jean-Claude,
Verleysen Michel

JOURNAL:
Pattern Recognition Letters
VOLUME:
26
PAGES:
1795--1808

[INTERNALPDF]

JOURNAL:
Annals of Mathematics and Artificial Intelligence
VOLUME:
44
PAGES:
373--399

AUTHORS:
Salmenkivi M.,
Mannila Heikki

JOURNAL:
Knowl. Inf. Syst.
VOLUME:
7
PAGES:
267-288

AUTHORS:
Honkela Timo

JOURNAL:
Kybernetes
VOLUME:
31
PAGES:
40-53

2004

AUTHORS:
Oja Erkki,
Plumbley Mark D.

JOURNAL:
Neural Computation
VOLUME:
16
PAGES:
1811-1825

AUTHORS:
Muller K.-R.,
Vigário R.,
Meinecke F.,
Ziehe A.

JOURNAL:
Int. Journal of Bifurcation and Chaos
VOLUME:
14
PAGES:
773-792

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

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Oja Erkki

JOURNAL:
Neural Networks
VOLUME:
17
PAGES:
1121-1133

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Oja Erkki

JOURNAL:
Neural Networks
VOLUME:
17
PAGES:
1121-1133

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

AUTHORS:
Simon Geoffroy,
Lendasse Amaury,
Cottrell Marie,
Fort Jean-Claude,
Verleysen Michel

JOURNAL:
Neural Networks
VOLUME:
17
PAGES:
1169--1181

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208.
Enumeration of balanced ternary designs (2004)

AUTHORS:
Kaski Petteri,
Östergård Patric R. J.

JOURNAL:
Discrete Applied Mathematics
VOLUME:
138
PAGES:
133--141

AUTHORS:
Luyssaert Sebastiaan,
Sulkava Mika,
Raitio Hannu,
Hollmén Jaakko

JOURNAL:
Journal of Environmental Monitoring
VOLUME:
6
PAGES:
160--167

AUTHORS:
Peltonen Jaakko,
Klami Arto,
Kaski Samuel

JOURNAL:
Neural Networks
VOLUME:
17
PAGES:
1087-1100

205.
Improved on-the-fly Verification With Testers (2004)

AUTHORS:
Latvala Timo,
Tauriainen Heikki

JOURNAL:
Nordic Journal of Computing
VOLUME:
11
PAGES:
148--164

204.
Independent component analysis and beyond (2004)

AUTHORS:
Oja Erkki,
Harmeling Stefan,
Almeida Luis B.

JOURNAL:
Signal Processing
VOLUME:
84
PAGES:
215-216

AUTHORS:
Järvisalo Matti

JOURNAL:
Tietojenkäsittelytiede
VOLUME:
22
PAGES:
47--63

202.
Logic Programs with Ordered Disjunction (2004)

AUTHORS:
Brewka Gerhard,
Niemelä Ilkka,
Syrjänen Tommi

JOURNAL:
Computational Intelligence
VOLUME:
20
PAGES:
333--357

AUTHORS:
Haanpää Harri

JOURNAL:
Journal of Integer Sequences
VOLUME:
7
PAGES:
article 04.1.8

[INTERNALPDF]

AUTHORS:
Lagus Krista,
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Information Sciences
VOLUME:
163
PAGES:
135--156

AUTHORS:
Lagus Krista,
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Information Sciences
VOLUME:
163
PAGES:
135-156

AUTHORS:
Kaski Petteri,
Östergård Patric R. J.

JOURNAL:
Discrete Mathematics
VOLUME:
280
PAGES:
65--75

197.
Modelling the turbulent magnetized ISM (2004)

AUTHORS:
Korpi M. J.

JOURNAL:
Astrophysics and Space Science
VOLUME:
289
PAGES:
449-457

JOURNAL:
IEEE Transaction on Neural Networks
VOLUME:
15
PAGES:
559--575

AUTHORS:
Lee John A.,
Lendasse Amaury,
Verleysen Michel

JOURNAL:
Neurocomputing
VOLUME:
57
PAGES:
49--76

[INTERNALPDF]

AUTHORS:
Kaski Petteri

JOURNAL:
Information Processing Letters
VOLUME:
91
PAGES:
1--5

AUTHORS:
Kaski Samuel,
Sinkkonen Janne

JOURNAL:
Journal of VLSI Signal Processing, special issue on Machine Learning for Signal Processing
VOLUME:
37
PAGES:
177-188

AUTHORS:
de Bodt Eric,
Lendasse Amaury,
Cardon Pierre,
Verleysen Michel

JOURNAL:
Journal of Economic and Social Systems
VOLUME:
17
PAGES:
183--195

191.
Sets in $\mathbbZ_n$ with Distinct Sums of Pairs (2004)

AUTHORS:
Haanpää Harri,
Huima Antti,
Östergård Patric R. J.

JOURNAL:
Discrete Applied Mathematics
VOLUME:
138
PAGES:
99-106

[INTERNALPDF]

AUTHORS:
Pakkanen Jussi,
Iivarinen Jukka,
Oja Erkki

JOURNAL:
Neural Processing Letters
VOLUME:
20
PAGES:
199-211

189.
The Steiner triple systems of order 19 (2004)

AUTHORS:
Kaski Petteri,
Östergård Patric R. J.

JOURNAL:
Mathematics of Computation
VOLUME:
73
PAGES:
2075--2092

AUTHORS:
Kaski Petteri,
Östergård Patric R. J.

JOURNAL:
Journal of Combinatorial Designs
VOLUME:
12
PAGES:
443--448

JOURNAL:
IEEE Transactions on Neural Networks
VOLUME:
15
PAGES:
800--810

2003

186.
Bounded LTL Model Checking with Stable Models (2003)

JOURNAL:
Theory and Practice of Logic Programming
VOLUME:
3
PAGES:
519--550

JOURNAL:
Neural Processing Letters
VOLUME:
17
PAGES:
191--203

AUTHORS:
Ovaska Seppo,
Vainio Olli,
Pollä Matti

JOURNAL:
IEEE Transactions on Industrial Electronics
VOLUME:
50
PAGES:
1340--1342

AUTHORS:
Pavlov Dmitry,
Mannila Heikki,
Smyth Padhraic

JOURNAL:
IEEE Trans. Knowl. Data Eng
VOLUME:
15
PAGES:
1409-1421

AUTHORS:
Oja Merja,
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Neural Computing Surveys
VOLUME:
3
PAGES:
1-156

AUTHORS:
Haanpää Harri,
Östergård Patric R. J.

JOURNAL:
Discrete Applied Mathematics
VOLUME:
129
PAGES:
399-407

[INTERNALPDF]

AUTHORS:
Kaski Petteri,
Morales Luis B.,
Östergård Patric R. J.,
Rosenblueth David A.,
Velarde Carlos

JOURNAL:
Journal of Combinatorial Mathematics and Combinatorial Computing
VOLUME:
47
PAGES:
65--74

AUTHORS:
Šima Ji\vri,
Orponen Pekka

JOURNAL:
Neural Computation
VOLUME:
15
PAGES:
693--733

AUTHORS:
Pyysiäinen Ilkka,
Lindeman Marjaana,
Honkela Timo

JOURNAL:
Religion
VOLUME:
33
PAGES:
341--355

AUTHORS:
Papapetrou Panagiotis

JOURNAL:
B.Sc. Thesis

176.
Discovering all most specific sentences (2003)

AUTHORS:
Gunopulos Dimitrios,
Khardon Roni,
Mannila Heikki,
an Hannu Toivonen Sanjeev Saluja,
Sharma Ram Sewak

JOURNAL:
ACM Transactions on Database Systems
VOLUME:
28
PAGES:
140 - 174

AUTHORS:
Janhunen Tomi

JOURNAL:
Artificial Intelligence
VOLUME:
144
PAGES:
233--250

AUTHORS:
Šima Ji\vri,
Orponen Pekka

JOURNAL:
Theoretical Computer Science
VOLUME:
306
PAGES:
353--372

AUTHORS:
Šima Ji\vri,
Orponen Pekka

JOURNAL:
Neural Computation
VOLUME:
15
PAGES:
2727--2778

AUTHORS:
Funaro Maria,
Oja Erkki,
Valpola Harri

JOURNAL:
Neural Networks
VOLUME:
16
PAGES:
469-478

AUTHORS:
Montesino-Pouzols Federico

JOURNAL:
Boletin de la Red Nacional de I+D RedIRIS
VOLUME:
1
PAGES:
23--32

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,
Girdziu\vsas Ram\=unas,
Laaksonen Jorma,
Oja Erkki,
Kangas Jari

JOURNAL:
International Journal of Document Analysis and Recognition
VOLUME:
6
PAGES:
23--41

AUTHORS:
Aksela Matti,
Girdziusas Ramunas,
Laaksonen Jorma,
Oja Erkki,
Kangas Jari

JOURNAL:
IJDAR
VOLUME:
6
PAGES:
23-41

167.
Mitä tietojenkäsittelyteoriaan kuuluu? (2003)

AUTHORS:
Orponen Pekka

JOURNAL:
Tietojenkäsittelytiede
VOLUME:
19
PAGES:
15--28

JOURNAL:
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
VOLUME:
E86-A
PAGES:
532--541

AUTHORS:
Särelä J.,
Vigário R.

JOURNAL:
Journal of Machine Learning Research
VOLUME:
4
PAGES:
1447-1469

AUTHORS:
Orponen Pekka

JOURNAL:
Tietoa
PAGES:
4--6

AUTHORS:
Varpaaniemi Kimmo

JOURNAL:
Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV)
VOLUME:
54
PAGES:
279--294

AUTHORS:
Kaski Samuel,
Nikkilä Janne,
Oja Merja,
Venna Jarkko,
Törönen Petri,
Castrén Eero

JOURNAL:
BMC Bioinformatics
VOLUME:
4

2002

161.
Ad hoc -johtamisverkot (2002)

AUTHORS:
Candolin Catharina

JOURNAL:
Maanpuolustuksen aikakauslehti
VOLUME:
1

AUTHORS:
Nikkilä Janne,
Törönen Petri,
Kaski Samuel,
Venna Jarkko,
Castrén Eero,
Wong Garry

JOURNAL:
Neural Networks
VOLUME:
15
PAGES:
953-966

AUTHORS:
Onkamo P.,
Ollikainen V.,
Sevon P.,
Toivonen H.,
Mannila Heikki,
Kere J.

JOURNAL:
The Annals of Human Genetics
VOLUME:
66
PAGES:
419-429

AUTHORS:
Sinkkonen Janne,
Kaski Samuel

JOURNAL:
Neural Computation
VOLUME:
14
PAGES:
217-239

AUTHORS:
Ollikainen Ville,
Bäckström Christer,
Kaski Samuel

JOURNAL:
Neurocomputing
VOLUME:
43
PAGES:
91-106

156.
Emerging scientific applications in data mining (2002)

AUTHORS:
Han J.,
Altman Russ B.,
Kumar V.,
Mannila Heikki,
Pregibon D.

JOURNAL:
Communications of the ACM
VOLUME:
45
PAGES:
54-58

AUTHORS:
Östergård Patric R. J.,
Kaski Petteri

JOURNAL:
Designs, Codes and Cryptography
VOLUME:
27
PAGES:
131--137

AUTHORS:
Niini T.,
Vettenranta K.,
Hollmen J.,
Larramendy M.L.,
Aalto Y.,
Wikman H.,
Nagy B.,
Seppänen J.K.,
Salvador A.F.,
Mannila Heikki,
Saarinen-Pihkala U.M.,
Knuutila S.

JOURNAL:
Leukemia
VOLUME:
16
PAGES:
2213-2221

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

AUTHORS:
Simons Patrik,
Niemelä Ilkka,
Soininen Timo

JOURNAL:
Artificial Intelligence
VOLUME:
138
PAGES:
181--234

AUTHORS:
Lendasse Amaury,
Lee John A.,
Wertz Vincent,
Verleysen Michel

JOURNAL:
Neurocomputing
VOLUME:
48
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299--311

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150.
From address orientation to host orientation (2002)

AUTHORS:
Nikander Pekka,
Candolin Catharina,
Lundberg Janne

JOURNAL:
Réseaux et systèmes répartis, calculateurs parallèles, ISSN 1260-3198, Special Issue on Mobility and Internet
VOLUME:
13

AUTHORS:
Salmenkivi M.,
Kere J.,
Mannila Heikki

JOURNAL:
Bioinformatics
VOLUME:
18
PAGES:
S211-S218

AUTHORS:
Wikman Harriet,
Kettunen Eeva,
Seppänen Jouni K.,
Karjalainen Antti,
Hollmén Jaakko,
Anttila Sisko,
Knuutila Sakari

JOURNAL:
Oncogene
VOLUME:
21
PAGES:
5804--5813

AUTHORS:
Vuori Vuokko,
Laaksonen Jorma,
Kangas Jari

JOURNAL:
Pattern Recognition
VOLUME:
35
PAGES:
915--925

AUTHORS:
Zhu Y.,
Hollmen J.,
Raty R.,
Aalto Y.,
Nagy B.,
Elonen E.,
Kere J.,
Mannila Heikki,
Franssila K.,
Knuutila S.

JOURNAL:
Br J Haematol.
VOLUME:
119
PAGES:
905-915

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

144.
Itseorganisoituvat kartat oppivissa metriikoissa (2002)

AUTHORS:
Peltonen Jaakko

JOURNAL:
Tekniikan Akateemiset
VOLUME:
5/2002

143.
Long-range control of expression in yeast (2002)

AUTHORS:
Mannila Heikki,
Patrikainen A.,
Seppänen J.,
Kere J.

JOURNAL:
Bioinformatics
VOLUME:
18
PAGES:
482-483

AUTHORS:
Varpaaniemi Kimmo

JOURNAL:
Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV)
VOLUME:
51
PAGES:
215--234

141.
Mixture Density from Autonomous Experts (2002)

AUTHORS:
Salojärvi Jarkko,
Kaski Samuel

JOURNAL:
International Journal of Knowledge Based Intelligent Engineering Systems
VOLUME:
6
PAGES:
48-55

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Oja Erkki

JOURNAL:
IEEE Transactions on Neural Networks, Special Issue on Intelligent Multimedia Processing
VOLUME:
13
PAGES:
841-853

AUTHORS:
Legrady George,
Honkela Timo

JOURNAL:
Visual Communication
VOLUME:
1
PAGES:
163-169

AUTHORS:
Brandt Sami S.,
Laaksonen Jorma,
Oja Erkki

JOURNAL:
Journal of Mathematical Imaging and Vision
VOLUME:
17
PAGES:
187-198

AUTHORS:
Brandt Sami,
Laaksonen Jorma,
Oja Erkki

JOURNAL:
Journal of Mathematical Imaging and Vision
VOLUME:
17
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187-198

136.
Text retrieval using self-organized document maps (2002)

AUTHORS:
Lagus Krista

JOURNAL:
Neural Processing Letters.
VOLUME:
15
PAGES:
21--29

AUTHORS:
Kurimo Mikko

JOURNAL:
Speech Communication
VOLUME:
38
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29-44

134.
Unsupervised learning in neural computation (2002)

AUTHORS:
Oja Erkki

JOURNAL:
Theor. Comput. Sci.
VOLUME:
287
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187-207

2001

AUTHORS:
Koivunen Visa,
Enescu Mihai,
Oja Erkki

JOURNAL:
Neural Computation
VOLUME:
13
PAGES:
2339-2357

AUTHORS:
Toivonen H.,
Vasko K.,
Mannila Heikki,
Korhola A.,
Olander H.

JOURNAL:
Ecological Applications
VOLUME:
11
PAGES:
618-630

AUTHORS:
Kaski Samuel,
Sinkkonen Janne,
Peltonen Jaakko

JOURNAL:
IEEE Transactions on Neural Networks
VOLUME:
12
PAGES:
936-947

AUTHORS:
Junttila Tommi A.

JOURNAL:
Journal of Universal Computer Science
VOLUME:
7
PAGES:
307--326

AUTHORS:
Lendasse Amaury,
Lee John A.,
Wertz Vincent,
de Bodt Eric,
Verleysen Michel

JOURNAL:
European Journal of Economic and Social Systems
VOLUME:
15
PAGES:
31--48

[INTERNALPDF]

AUTHORS:
Vuori Vuokko,
Laaksonen Jorma,
Oja Erkki,
Kangas Jari

JOURNAL:
International Journal on Document Analysis and Recognition
VOLUME:
3
PAGES:
150-159

AUTHORS:
Vuori Vuokko,
Laaksonen Jorma,
Oja Erkki,
Kangas Jari

JOURNAL:
IJDAR
VOLUME:
3
PAGES:
150-159

AUTHORS:
Sevon P.,
Ollikainen V.,
Onkamo P.,
Toivonen H.,
Mannila Heikki,
Kere J.

JOURNAL:
Genetic Epidemiology
VOLUME:
21
PAGES:
S588 - S593

AUTHORS:
Lendasse Amaury,
de Bodt Eric,
Wertz Vincent,
Verleysen Michel

JOURNAL:
European Journal of Economic and Social Systems
VOLUME:
14
PAGES:
81--92

[INTERNALPDF]

AUTHORS:
Koivisto M.,
Mannila Heikki

JOURNAL:
Human Heredity
VOLUME:
51
PAGES:
209-216

AUTHORS:
Brass Stefan,
Dix Jurgen,
Niemelä Ilkka,
Przymusinski T.C.

JOURNAL:
Theoretical Computer Science
VOLUME:
258
PAGES:
523--553

AUTHORS:
Mäkelä Marko

JOURNAL:
Prosessori
PAGES:
68--71

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Laakso Sami,
Oja Erkki

JOURNAL:
Pattern Anal. Appl.
VOLUME:
4
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140-152

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Laakso Sami,
Oja Erkki

JOURNAL:
Pattern Analysis & Applications
VOLUME:
4
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140-152

AUTHORS:
Ojala Timo,
Valkealahti Kimmo,
Oja Erkki,
Pietikäinen Matti

JOURNAL:
Pattern Recognition
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34
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727-739

118.
There Exists No (15,5,4) RBIBD (2001)

AUTHORS:
Kaski Petteri,
Östergård Patric R. J.

JOURNAL:
Journal of Combinatorial Designs
VOLUME:
9
PAGES:
357--362

AUTHORS:
Bollobas B.,
Das G.,
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JOURNAL:
Nordic Journal on Computing
VOLUME:
8
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409-423

2000

116.
A Lower Bound for a Ramsey Number (2000)

AUTHORS:
Haanpää Harri

JOURNAL:
Congressus Numerantium
VOLUME:
144
PAGES:
189--191

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AUTHORS:
Laitinen T.,
Ollikainen V.,
Lazaro C.,
Kauppi P.,
de Cid R,
Anto J.M.,
Estivill X.,
Lokki H.,
Mannila Heikki,
Laitinen L.A.,
Kere J.

JOURNAL:
American Journal on Respiratory and Critical Care Medicine
VOLUME:
161
PAGES:
700-706

AUTHORS:
Kaski Samuel,
Venna Jarkko,
Kohonen Teuvo

JOURNAL:
Australian Journal of Intelligent Information Processing Systems
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6
PAGES:
82-88

113.
Coping with Strong Fairness (2000)

JOURNAL:
Fundamenta Informaticae
VOLUME:
43
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AUTHORS:
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Vasko K.,
Ollikainen V.,
Sevon P.,
Mannila Heikki,
Herr M.,
Kere J.

JOURNAL:
American Journal of Human Genetics
VOLUME:
67
PAGES:
133 - 145

AUTHORS:
Barros A. K.,
Vigário R.,
Jousmäki V.,
Ohnishi N.

JOURNAL:
IEEE Trans. Biomed. Eng.
VOLUME:
47
PAGES:
583-588

AUTHORS:
Vigário R.,
Oja E.

JOURNAL:
Neural Networks
VOLUME:
13
PAGES:
891-908

AUTHORS:
Vigário Ricardo,
Oja Erkki

JOURNAL:
Neural Networks
VOLUME:
13
PAGES:
891-907

AUTHORS:
Hyvärinen Aapo,
Oja Erkki

JOURNAL:
Neural Networks
VOLUME:
13
PAGES:
411-430

AUTHORS:
Vigário R.,
Särelä J.,
Hämäläinen M.,
Oja E.

JOURNAL:
IEEE Trans. Biomed. Eng.
VOLUME:
47
PAGES:
589-593

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Laakso Sami,
Oja Erkki

JOURNAL:
Pattern Recognition Letters
VOLUME:
21
PAGES:
1199-1207

AUTHORS:
Laaksonen Jorma,
Koskela Markus,
Laakso Sami,
Oja Erkki

JOURNAL:
Pattern Recognition Letters
VOLUME:
21
PAGES:
1199-1207

AUTHORS:
Kohonen Teuvo,
Kaski Samuel,
Lagus Krista,
Salojärvi Jarkko,
Honkela Jukka,
Paatero Vesa,
Saarela Antti

JOURNAL:
IEEE Transactions on Neural Networks
VOLUME:
11
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574-585

103.
Stable Models for Stubborn Sets (2000)

AUTHORS:
Varpaaniemi Kimmo

JOURNAL:
Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV)
VOLUME:
43
PAGES:
355--375

AUTHORS:
Kauppi P.,
Laitinen T.,
Ollikainen V.,
Mannila Heikki,
Laitinen L.A.,
Kere J.

JOURNAL:
European Journal of Human Genetics
VOLUME:
8
PAGES:
788-792

101.
Theoretical frameworks for data mining (2000)

AUTHORS:
Mannila Heikki

JOURNAL:
SIGKDD Explorations
VOLUME:
1
PAGES:
30-32

1999

AUTHORS:
Heljanko Keijo

JOURNAL:
Fundamenta Informaticae
VOLUME:
37
PAGES:
247--268

AUTHORS:
Hovatta I.,
Varilo T.,
Suvisaari J.,
Terwilliger J.D.,
Ollikainen V.,
Arajärvi R.,
Juvonen H.,
Kokko-Sahin M.-L.,
Väisänen L.,
Mannila Heikki,
Lönnqvist J.,
Peltonen L.

JOURNAL:
American Journal of Human Genetics
VOLUME:
65

AUTHORS:
Giannakopoulos Xavier,
Karhunen Juha,
Oja Erkki

JOURNAL:
Int. J. Neural Syst.
VOLUME:
9
PAGES:
99-114

AUTHORS:
Aumann Y.,
Feldman R.,
Liphstat O.,
Mannila Heikki

JOURNAL:
Journal of Intelligent Information Systems
VOLUME:
12
PAGES:
61-73

96.
Exploration of interesting findings in TASA (1999)

AUTHORS:
Klemettinen M.,
Mannila H.,
Toivonen H.

JOURNAL:
Information and Software Technology
VOLUME:
41
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557-567

95.
Finding Symmetries of Algebraic System Nets (1999)

AUTHORS:
Junttila Tommi A.

JOURNAL:
Fundamenta Informaticae
VOLUME:
37
PAGES:
269-289

AUTHORS:
Oja Erkki,
Hyvärinen Aapo,
Hoyer Patrik O.

JOURNAL:
Pattern Anal. Appl.
VOLUME:
2
PAGES:
104-110

AUTHORS:
Niemelä Ilkka

JOURNAL:
Annals of Mathematics and Artificial Intelligence
VOLUME:
25
PAGES:
241--273

AUTHORS:
Cichocki A.,
Karhunen J.,
Kasprzak W.,
Vigário R.

JOURNAL:
Neurocomputing
VOLUME:
24
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55-93

AUTHORS:
Janhunen Tomi

JOURNAL:
Annals of Mathematics and Artificial Intelligence
VOLUME:
27
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79--128

90.
Pelit, vuorovaikutus ja oppiminen (1999)

AUTHORS:
Honkela Timo

JOURNAL:
Kirjastolehti
VOLUME:
7-8

AUTHORS:
Alhoniemi Esa,
Hollmén Jaakko,
Simula Olli,
Vesanto Juha

JOURNAL:
Integrated Computer Aided Engineering
VOLUME:
6
PAGES:
3--14

AUTHORS:
Korhola A.,
Weckström J.,
Seppä H.,
Birks H.J.B.,
Peglar S.M.,
Toivonen H.,
Vasko K.,
Mannila Heikki

JOURNAL:
Terra Nostra
VOLUME:
10
PAGES:
49-53

AUTHORS:
Khardon R.,
Mannila Heikki,
Roth D.

JOURNAL:
Acta Informatica
VOLUME:
36
PAGES:
267-286

AUTHORS:
Klemettinen M.,
Mannila H.,
Toivonen H.

JOURNAL:
Journal of Network and Systems Management
VOLUME:
7
PAGES:
395-423

AUTHORS:
Gyllenberg H.G.,
Gyllenberg M.,
Koski T.,
Lund T.,
Mannila Heikki,
Meek C.

JOURNAL:
Archives of Control Sciences
VOLUME:
9
PAGES:
97-105

84.
WEBSOM for Textual Data Mining (1999)

AUTHORS:
Lagus Krista,
Honkela Timo,
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Artificial Intelligence Review
VOLUME:
13
PAGES:
345-364

83.
WEBSOM for Textual Data Mining (1999)

AUTHORS:
Lagus Krista,
Honkela Timo,
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Artificial Intelligence Review
VOLUME:
13
PAGES:
345-364

82.
WEBSOM for Textual Data Mining (1999)

AUTHORS:
Lagus Krista,
Honkela Timo,
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Artificial Intelligence Review
VOLUME:
13
PAGES:
345-364

1998

AUTHORS:
Kaski Samuel,
Kangas Jari,
Kohonen Teuvo

JOURNAL:
Neural Computing Surveys
VOLUME:
1
PAGES:
1-176

AUTHORS:
Oja Erkki

JOURNAL:
Neurocomputing
VOLUME:
22
PAGES:
187-199

AUTHORS:
Laaksonen Jorma,
Oja Erkki

JOURNAL:
IJPRAI
VOLUME:
12
PAGES:
423-436

AUTHORS:
Laaksonen Jorma,
Oja Erkki

JOURNAL:
International Journal of Pattern Recognition and Artificial Intelligence
VOLUME:
12
PAGES:
423-436

AUTHORS:
Raivio Kimmo,
Henriksson Jukka,
Simula Olli

JOURNAL:
Neurocomputing
VOLUME:
21
PAGES:
159-171

AUTHORS:
Valkealahti Kimmo,
Oja Erkki

JOURNAL:
IEEE Trans. Pattern Anal. Mach. Intell.
VOLUME:
20
PAGES:
90-94

AUTHORS:
Brewka Gerd,
Niemelä Ilkka

JOURNAL:
AI Magazine
VOLUME:
19
PAGES:
139

AUTHORS:
Kaski S.,
Lagus K.,
Honkela T.,
Kohonen T.

JOURNAL:
Computing Science and Statistics
VOLUME:
29
PAGES:
281-290

AUTHORS:
Kaski Samuel,
Lagus Krista,
Honkela Timo,
Kohonen Teuvo

JOURNAL:
Computing Science and Statistics
VOLUME:
29
PAGES:
281-290

[INTERNALPDF]

AUTHORS:
Valkealahti Kimmo,
Oja Erkki

JOURNAL:
IJPRAI
VOLUME:
12
PAGES:
437-452

AUTHORS:
Karhunen Juha,
Pajunen Petteri,
Oja Erkki

JOURNAL:
Neurocomputing
VOLUME:
22
PAGES:
5-20

AUTHORS:
Kaski Samuel,
Honkela Timo,
Lagus Krista,
Kohonen Teuvo

JOURNAL:
Neurocomputing
VOLUME:
21
PAGES:
101-117

AUTHORS:
Kaski Samuel,
Honkela Timo,
Lagus Krista,
Kohonen Teuvo

JOURNAL:
Neurocomputing
VOLUME:
21
PAGES:
101-117

1997

AUTHORS:
Hyvärinen Aapo,
Oja Erkki

JOURNAL:
Neural Computation
VOLUME:
9
PAGES:
1483-1492

AUTHORS:
Karhunen J.,
Oja E.,
Wang L.,
Vigário R.,
Joutsensalo J.

JOURNAL:
IEEE Trans. Neural Networks
VOLUME:
8
PAGES:
486-504

AUTHORS:
Kaski Samuel

JOURNAL:
Neural Processing Letters
VOLUME:
5
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139-151

AUTHORS:
Kaski Samuel

JOURNAL:
Neural Processing Letters
VOLUME:
5
PAGES:
139-151

64.
Data Exploration Using Self-Organizing Maps (1997)

AUTHORS:
Kaski Samuel

JOURNAL:
Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No.~82

63.
Data Exploration Using Self-Organizing Maps (1997)

AUTHORS:
Kaski Samuel

JOURNAL:
Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No.~82

AUTHORS:
Aravindan C.,
Dix J.,
Niemelä Ilkka

JOURNAL:
Computational Logic
VOLUME:
3

AUTHORS:
Aravindan C.,
Dix J.,
Niemelä Ilkka

JOURNAL:
AI Communications
VOLUME:
10
PAGES:
151--165

AUTHORS:
Mannila Heikki,
Toivonen H.,
Verkamo I.

JOURNAL:
Data Mining and Knowledge Discovery
VOLUME:
1
PAGES:
259-289

59.
Disjunctive Datalog (1997)

AUTHORS:
Eiter T.,
Gottlob G.,
Mannila Heikki

JOURNAL:
ACM Transactions on Database Systems
VOLUME:
22
PAGES:
364-418

AUTHORS:
Eiter T.,
Mannila Heikki

JOURNAL:
Acta Informatica
VOLUME:
34
PAGES:
109-133

AUTHORS:
Vigário R.

JOURNAL:
Electroenceph. clin. Neurophysiol.
VOLUME:
103
PAGES:
395-404

AUTHORS:
Ahonen H.,
Mannila H.,
Nikunen E.

JOURNAL:
Mathematical and Computer Modelling
VOLUME:
26
PAGES:
1-13

AUTHORS:
Mannila Heikki,
Toivonen H.

JOURNAL:
Data Mining and Knowledge Discovery
VOLUME:
1
PAGES:
241-258

AUTHORS:
Holmström Lasse,
Koistinen Petri,
Laaksonen Jorma,
Oja Erkki

JOURNAL:
IEEE Transactions on Neural Networks
VOLUME:
8
PAGES:
5-17

AUTHORS:
Kohonen Teuvo,
Kaski Samuel,
Lappalainen Harri

JOURNAL:
Neural Computation
VOLUME:
9
PAGES:
1321-1344

AUTHORS:
Oja Erkki

JOURNAL:
Neurocomputing
VOLUME:
17
PAGES:
25-45

AUTHORS:
Sinkkonen J.,
Kaski S.

JOURNAL:
Neuroimage
VOLUME:
5
PAGES:
S445

AUTHORS:
Kurimo Mikko

JOURNAL:
Computer Speech and Language
VOLUME:
11
PAGES:
321-343

1996

AUTHORS:
Imielinski T.,
Mannila Heikki

JOURNAL:
Communications of the ACM
VOLUME:
39
PAGES:
58-64

AUTHORS:
Oja Erkki,
Valkealahti Kimmo

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

AUTHORS:
Oja Erkki,
Wang Liuyue

JOURNAL:
Neurocomputing
VOLUME:
12
PAGES:
155-170

AUTHORS:
Sinkkonen Janne,
Kaski Samuel,
Huotilainen Minna,
Ilmoniemi Risto J.,
Näätänen Risto,
Kaila Kai

JOURNAL:
Neuroreport
VOLUME:
7
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2479-2482

44.
Robust fitting by nonlinear neural units (1996)

AUTHORS:
Oja Erkki,
Wang Liuyue

JOURNAL:
Neural Networks
VOLUME:
9
PAGES:
435-444

43.
Self-organizing maps of document collections (1996)

AUTHORS:
Honkela Timo,
Kaski Samuel,
Lagus Krista,
Kohonen Teuvo

JOURNAL:
ALMA
VOLUME:
1

42.
Self-organizing maps of document collections (1996)

AUTHORS:
Honkela Timo,
Kaski Samuel,
Lagus Krista,
Kohonen Teuvo

JOURNAL:
ALMA
VOLUME:
1

AUTHORS:
Hyvärinen Aapo,
Oja Erkki

JOURNAL:
Int. J. Neural Syst.
VOLUME:
7
PAGES:
671-688

1995

AUTHORS:
Niemelä Ilkka

JOURNAL:
Journal of Automated Reasoning
VOLUME:
14
PAGES:
3--42

AUTHORS:
Kivinen J.,
Mannila Heikki

JOURNAL:
Theoretical Computer Science
VOLUME:
149
PAGES:
129-149

38.
Ordered and unordered tree inclusion (1995)

AUTHORS:
Kilpeläinen P.,
Mannila Heikki

JOURNAL:
SIAM Journal on Computing
VOLUME:
24
PAGES:
340-356

AUTHORS:
Kälviäinen Heikki,
Hirvonen Petri,
Xu Lei,
Oja Erkki

JOURNAL:
Image Vision Comput.
VOLUME:
13
PAGES:
239-252

AUTHORS:
Eiter T.,
Kilpeläinen P.,
Mannila Heikki

JOURNAL:
Discrete Applied Mathematics
VOLUME:
59
PAGES:
23-31

AUTHORS:
Joutsiniemi Sirkka-Liisa,
Kaski Samuel,
Larsen Andreo

JOURNAL:
IEEE Transactions on Biomedical Engineering
VOLUME:
42
PAGES:
1062-1068

34.
Subjektiivisuuden konnektionistiset mallit (1995)

AUTHORS:
Honkela Timo

JOURNAL:
Psykologia
VOLUME:
30
PAGES:
45-48

1994

AUTHORS:
Mannila Heikki,
Räihä K.-J.

JOURNAL:
Data & Knowledge Engineering
VOLUME:
12
PAGES:
83-99

AUTHORS:
Niemelä Ilkka

JOURNAL:
Tie\-to\-jen\-kä\-sit\-tely\-tiede
VOLUME:
6
PAGES:
15--25

JOURNAL:
Journal of Applied Non-Classical Logics
VOLUME:
4
PAGES:
141--179

AUTHORS:
Kaski Samuel,
Kohonen Teuvo

JOURNAL:
Neural Networks
VOLUME:
7
PAGES:
973-984

1993

AUTHORS:
Estivill-Castro V.,
Mannila Heikki,
Wood D.

JOURNAL:
Discrete Applied Mathematics
VOLUME:
42
PAGES:
1-16

1992

AUTHORS:
Lampinen Jouko,
Oja Erkki

JOURNAL:
Journal of Mathematical Imaging and Vision
VOLUME:
2
PAGES:
261-272

AUTHORS:
Kantola M.,
Mannila Heikki,
Räihä K.-J.,
Siirtola H.

JOURNAL:
International Journal of Intelligent Systems
VOLUME:
7
PAGES:
591-607

AUTHORS:
Xu Lei,
Oja Erkki,
Suen Ching Y.

JOURNAL:
Neural Networks
VOLUME:
5
PAGES:
441-457

AUTHORS:
Niemelä Ilkka

JOURNAL:
Fundamenta Informaticae
VOLUME:
17
PAGES:
117--155

24.
On the complexity of dependency inference (1992)

AUTHORS:
Mannila Heikki,
Räihä K.-J.

JOURNAL:
Discrete Applied Mathematics
VOLUME:
40
PAGES:
237-243

AUTHORS:
Oja Erkki

JOURNAL:
Neural Networks
VOLUME:
5
PAGES:
927-935

1991

AUTHORS:
Raivio Kimmo,
Simula Olli,
Henriksson Jukka

JOURNAL:
Electronic Letters
VOLUME:
27
PAGES:
2151-2153

AUTHORS:
Xu Lei,
Krzyzak Adam,
Oja Erkki

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

1990

AUTHORS:
Xu Lei,
Oja Erkki,
Kultanen Pekka

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

AUTHORS:
Kilpeläinen P.,
Mannila Heikki

JOURNAL:
Acta Cybernetica
VOLUME:
9
PAGES:
235-246

AUTHORS:
Mannila Heikki,
Ukkonen E.

JOURNAL:
BIT
VOLUME:
30
PAGES:
599-619

16.
Variants of Self-Organizing Maps (1990)

AUTHORS:
Kangas Jari,
Kohonen Teuvo,
Laaksonen Jorma

JOURNAL:
IEEE Transactions on Neural Networks
VOLUME:
1
PAGES:
93--99

1989

AUTHORS:
Mannila Heikki,
Räihä K.-J.

JOURNAL:
Journal of Computer and System Sciences
VOLUME:
38
PAGES:
240-258

AUTHORS:
Oja Erkki

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

1988

AUTHORS:
Jäppinen Harri,
Honkela Timo,
Hyotyniemi Heikki,
Lehtola Aarno

JOURNAL:
Nordic Journal of Linguistics
VOLUME:
11
PAGES:
69-82

AUTHORS:
Mannila Heikki,
Wood D.

JOURNAL:
BIT
VOLUME:
28
PAGES:
79-183

1986

AUTHORS:
Mannila Heikki,
Räihä K.-J.

JOURNAL:
Journal of Computer and System Sciences
VOLUME:
33
PAGES:
126-141

1985

AUTHORS:
Mannila Heikki,
Mehlhorn K.

JOURNAL:
Information Processing Letters
VOLUME:
21
PAGES:
269-272

AUTHORS:
Mannila Heikki,
Wood D.

JOURNAL:
International Journal of Computer Mathematics
VOLUME:
17
PAGES:
141-149

AUTHORS:
Mannila Heikki

JOURNAL:
IEEE Transactions on Computers
VOLUME:
C-34
PAGES:
318-325

AUTHORS:
Back R.J.R.,
Mannila Heikki

JOURNAL:
Theoretical Computer Science
VOLUME:
39
PAGES:
47-68

1984

AUTHORS:
Back R.J.R.,
Mannila Heikki

JOURNAL:
Information and Control
VOLUME:
60
PAGES:
138-167

AUTHORS:
Mannila Heikk,
Ukkonen Esko

JOURNAL:
Information Processing Letters
VOLUME:
18
PAGES:
203-208

1983

AUTHORS:
Mannila Heikki

JOURNAL:
Annals of Pure and Applied Logic
VOLUME:
25
PAGES:
301-305

AUTHORS:
Mannila Heikki,
Räihä Kari-Jouko

JOURNAL:
Acta Informatica
VOLUME:
20
PAGES:
143-158

AUTHORS:
Oja Erkki,
Kuusela Maija

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

1979

AUTHORS:
Oja Erkki

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