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ORCIDBibTeX records: Martti Juhola
@article{DBLP:journals/cmpb/RyyppoHJJS24,
author = {Rasmus Ryypp{\"{o}} and
Sergei H{\"{a}}yrynen and
Henry Joutsijoki and
Martti Juhola and
Mikko R. J. Sepp{\"{a}}nen},
title = {Comparison of machine learning methods in the early identification
of vasculitides, myositides and glomerulonephritides},
journal = {Comput. Methods Programs Biomed.},
volume = {243},
pages = {107917},
year = {2024},
url = {https://doi.org/10.1016/j.cmpb.2023.107917},
doi = {10.1016/J.CMPB.2023.107917},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/RyyppoHJJS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/JoutsijokiHAJ23,
author = {Henry Joutsijoki and
Markus Haponen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
title = {A Comparative Study of Machine Learning Algorithms and {SIFT} for
Identifying the Quality of Human Induced Pluripotent Stem Cell Colony},
booktitle = {{IEEE} Conference on Computational Intelligence in Bioinformatics
and Computational Biology, {CIBCB} 2023, Eindhoven, Netherlands, August
29-31, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CIBCB56990.2023.10264905},
doi = {10.1109/CIBCB56990.2023.10264905},
timestamp = {Thu, 19 Oct 2023 20:45:03 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/JoutsijokiHAJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JuholaJPSPA22,
author = {Martti Juhola and
Henry Joutsijoki and
Kirsi Penttinen and
Disheet Shah and
Risto{-}Pekka P{\"{o}}l{\"{o}}nen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}}},
title = {Data analytics for cardiac diseases},
journal = {Comput. Biol. Medicine},
volume = {142},
pages = {105218},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2022.105218},
doi = {10.1016/J.COMPBIOMED.2022.105218},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JuholaJPSPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/JuholaJPSA22,
author = {Martti Juhola and
Henry Joutsijoki and
Kirsi Penttinen and
Disheet Shah and
Katriina Aalto{-}Set{\"{a}}l{\"{a}}},
title = {A method to measure data complexity of a complicated medical data
set},
journal = {Int. J. Imaging Syst. Technol.},
volume = {32},
number = {6},
pages = {1822--1831},
year = {2022},
url = {https://doi.org/10.1002/ima.22760},
doi = {10.1002/IMA.22760},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/JuholaJPSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/JuholaJPA22,
author = {Martti Juhola and
Henry Joutsijoki and
Risto{-}Pekka P{\"{o}}l{\"{o}}nen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}}},
title = {Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium
Transient Signals},
booktitle = {Computing in Cardiology, CinC 2022, Tampere, Finland, September 4-7,
2022},
pages = {1--3},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.22489/CinC.2022.167},
doi = {10.22489/CINC.2022.167},
timestamp = {Tue, 18 Apr 2023 21:53:00 +0200},
biburl = {https://dblp.org/rec/conf/cinc/JuholaJPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/JuholaJPSA21,
author = {Martti Juhola and
Henry Joutsijoki and
Kirsi Penttinen and
Disheet Shah and
Katriina Aalto{-}Set{\"{a}}l{\"{a}}},
title = {On computational classification of genetic cardiac diseases applying
iPSC cardiomyocytes},
journal = {Comput. Methods Programs Biomed.},
volume = {210},
pages = {106367},
year = {2021},
url = {https://doi.org/10.1016/j.cmpb.2021.106367},
doi = {10.1016/J.CMPB.2021.106367},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/JuholaJPSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/AkanniJ20,
author = {Feranmi Akanni and
Martti Juhola},
editor = {Petra Perner},
title = {Application of Machine Learning to Predictive Maintenance},
booktitle = {Advances in Data Mining - Applications and Theoretical Aspects, 20th
Industrial Conference, {ICDM} 2020, Amsterdam, The Netherlands, July
20 - July 21, 2020},
pages = {33--48},
publisher = {ibai Publishing},
year = {2020},
timestamp = {Sat, 21 Aug 2021 13:54:12 +0200},
biburl = {https://dblp.org/rec/conf/incdm/AkanniJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/JoutsijokiRPJ19,
author = {Henry Joutsijoki and
Jyrki Rasku and
Ilmari Pyykk{\"{o}} and
Martti Juhola},
title = {Classification of patients and controls based on stabilogram signal
data},
journal = {Intell. Data Anal.},
volume = {23},
number = {1},
pages = {215--226},
year = {2019},
url = {https://doi.org/10.3233/IDA-173704},
doi = {10.3233/IDA-173704},
timestamp = {Mon, 11 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/JoutsijokiRPJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/LiJLJ18,
author = {Xingan Li and
Henry Joutsijoki and
Jorma Laurikkala and
Martti Juhola},
title = {{GDP} growth vs. criminal phenomena: data mining of Japan 1926-2013},
journal = {{AI} Soc.},
volume = {33},
number = {2},
pages = {261--274},
year = {2018},
url = {https://doi.org/10.1007/s00146-017-0722-7},
doi = {10.1007/S00146-017-0722-7},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ais/LiJLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ZhangJ17,
author = {Youming Zhang and
Martti Juhola},
title = {On Biometrics With Eye Movements},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {21},
number = {5},
pages = {1360--1366},
year = {2017},
url = {https://doi.org/10.1109/JBHI.2016.2551862},
doi = {10.1109/JBHI.2016.2551862},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/ZhangJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/LiJLJ17,
author = {Xingan Li and
Henry Joutsijoki and
Jorma Laurikkala and
Martti Juhola},
title = {Development of crime in England and Wales 1898-2001: Data mining using
self-organising map},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8285260},
doi = {10.1109/SSCI.2017.8285260},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/LiJLJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/RaskuOPJGLKAJ16,
author = {Jyrki Rasku and
Marisa Ojala and
Risto{-}Pekka P{\"{o}}l{\"{o}}nen and
Henry Joutsijoki and
Yulia Gizatdinova and
Jorma Laurikkala and
Kimmo Kartasalo and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
title = {A software tool for studying the size and shape of human cardiomyocytes},
journal = {Biomed. Signal Process. Control.},
volume = {30},
pages = {134--139},
year = {2016},
url = {https://doi.org/10.1016/j.bspc.2016.06.011},
doi = {10.1016/J.BSPC.2016.06.011},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/RaskuOPJGLKAJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/JoutsijokiHRAJ16,
author = {Henry Joutsijoki and
Markus Haponen and
Jyrki Rasku and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
title = {Machine Learning Approach to Automated Quality Identification of Human
Induced Pluripotent Stem Cell Colony Images},
journal = {Comput. Math. Methods Medicine},
volume = {2016},
pages = {3091039:1--3091039:15},
year = {2016},
url = {https://doi.org/10.1155/2016/3091039},
doi = {10.1155/2016/3091039},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/JoutsijokiHRAJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jece/ZolotavkinJ16,
author = {Yevhen Zolotavkin and
Martti Juhola},
title = {A New Scalar Quantization Method for Digital Image Watermarking},
journal = {J. Electr. Comput. Eng.},
volume = {2016},
pages = {9029745:1--9029745:16},
year = {2016},
url = {https://doi.org/10.1155/2016/9029745},
doi = {10.1155/2016/9029745},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jece/ZolotavkinJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/LiJLSJ15,
author = {Xingan Li and
Henry Joutsijoki and
Jorma Laurikkala and
Markku Siermala and
Martti Juhola},
title = {Homicide and Its Social Context: Analysis Using the Self-Organizing
Map},
journal = {Appl. Artif. Intell.},
volume = {29},
number = {4},
pages = {382--401},
year = {2015},
url = {https://doi.org/10.1080/08839514.2015.1016774},
doi = {10.1080/08839514.2015.1016774},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/LiJLSJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/JoutsijokiSJ15,
author = {Henry Joutsijoki and
Markku Siermala and
Martti Juhola},
title = {Directed acyclic graph support vector machines in classification of
benthic macroinvertebrate samples},
journal = {Artif. Intell. Rev.},
volume = {44},
number = {2},
pages = {215--233},
year = {2015},
url = {https://doi.org/10.1007/s10462-014-9425-3},
doi = {10.1007/S10462-014-9425-3},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/JoutsijokiSJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JuholaPJVSRSILH15,
author = {Martti Juhola and
Kirsi Penttinen and
Henry Joutsijoki and
Kirsi Varpa and
Jyri Saarikoski and
Jyrki Rasku and
Harri Siirtola and
Kati Iltanen and
Jorma Laurikkala and
Heikki Hyyr{\"{o}} and
Jari A. K. Hyttinen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}}},
title = {Signal analysis and classification methods for the calcium transient
data of stem cell-derived cardiomyocytes},
journal = {Comput. Biol. Medicine},
volume = {61},
pages = {1--7},
year = {2015},
url = {https://doi.org/10.1016/j.compbiomed.2015.03.016},
doi = {10.1016/J.COMPBIOMED.2015.03.016},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JuholaPJVSRSILH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-bmt/ZhangLJ15,
author = {Youming Zhang and
Jorma Laurikkala and
Martti Juhola},
title = {Biometric verification with eye movements: results from a long-term
recording series},
journal = {{IET} Biom.},
volume = {4},
number = {3},
pages = {162--168},
year = {2015},
url = {https://doi.org/10.1049/iet-bmt.2014.0044},
doi = {10.1049/IET-BMT.2014.0044},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-bmt/ZhangLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/LiJ15,
author = {Xingan Li and
Martti Juhola},
title = {Country crime analysis using the self-organising map, with special
regard to economic factors},
journal = {Int. J. Data Min. Model. Manag.},
volume = {7},
number = {2},
pages = {130--153},
year = {2015},
url = {https://doi.org/10.1504/IJDMMM.2015.069250},
doi = {10.1504/IJDMMM.2015.069250},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmmm/LiJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijkedm/SaarikoskiJJLJ15,
author = {Jyri Saarikoski and
Henry Joutsijoki and
Kalervo J{\"{a}}rvelin and
Jorma Laurikkala and
Martti Juhola},
title = {On the influence of training data quality on text document classification
using machine learning methods},
journal = {Int. J. Knowl. Eng. Data Min.},
volume = {3},
number = {2},
pages = {143--169},
year = {2015},
url = {https://doi.org/10.1504/IJKEDM.2015.071284},
doi = {10.1504/IJKEDM.2015.071284},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijkedm/SaarikoskiJJLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/robotica/RantanenJ15,
author = {Mika T. Rantanen and
Martti Juhola},
title = {Speeding up probabilistic roadmap planners with locality-sensitive
hashing},
journal = {Robotica},
volume = {33},
number = {7},
pages = {1491--1506},
year = {2015},
url = {https://doi.org/10.1017/S0263574714000873},
doi = {10.1017/S0263574714000873},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/robotica/RantanenJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/webology/LiJLJ15,
author = {Xingan Li and
Henry Joutsijoki and
Jorma Laurikkala and
Martti Juhola},
title = {Crime vs. demographic factors revisited: Application of data mining
methods},
journal = {Webology},
volume = {12},
number = {1},
year = {2015},
url = {http://www.webology.org/2015/v12n1/a132.pdf},
timestamp = {Fri, 24 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/webology/LiJLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ais/LiJ14,
author = {Xingan Li and
Martti Juhola},
title = {Country crime analysis using the self-organizing map, with special
regard to demographic factors},
journal = {{AI} Soc.},
volume = {29},
number = {1},
pages = {53--68},
year = {2014},
url = {https://doi.org/10.1007/s00146-013-0441-7},
doi = {10.1007/S00146-013-0441-7},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ais/LiJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ar/RantanenJ14,
author = {Mika T. Rantanen and
Martti Juhola},
title = {How to construct small probabilistic roadmaps with a good coverage?},
journal = {Adv. Robotics},
volume = {28},
number = {22},
pages = {1519--1531},
year = {2014},
url = {https://doi.org/10.1080/01691864.2014.967722},
doi = {10.1080/01691864.2014.967722},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ar/RantanenJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/JoutsijokiMGKRAKTTJ14,
author = {Henry Joutsijoki and
Kristian Meissner and
Moncef Gabbouj and
Serkan Kiranyaz and
Jenni Raitoharju and
Johanna {\"{A}}rje and
Salme K{\"{a}}rkk{\"{a}}inen and
Ville Tirronen and
Tuomas Turpeinen and
Martti Juhola},
title = {Evaluating the performance of artificial neural networks for the classification
of freshwater benthic macroinvertebrates},
journal = {Ecol. Informatics},
volume = {20},
pages = {1--12},
year = {2014},
url = {https://doi.org/10.1016/j.ecoinf.2014.01.004},
doi = {10.1016/J.ECOINF.2014.01.004},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ecoi/JoutsijokiMGKRAKTTJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbm/ZhangLJ14,
author = {Youming Zhang and
Jorma Laurikkala and
Martti Juhola},
title = {Biometric verification of a subject with eye movements, with special
reference to temporal variability in saccades between a subject's
measurements},
journal = {Int. J. Biom.},
volume = {6},
number = {1},
pages = {75--94},
year = {2014},
url = {https://doi.org/10.1504/IJBM.2014.059643},
doi = {10.1504/IJBM.2014.059643},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbm/ZhangLJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbm/ZhangJ14,
author = {Youming Zhang and
Martti Juhola},
title = {Biometric verification of a user based on eye movements},
journal = {Int. J. Biom.},
volume = {6},
number = {2},
pages = {106--124},
year = {2014},
url = {https://doi.org/10.1504/IJBM.2014.060967},
doi = {10.1504/IJBM.2014.060967},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbm/ZhangJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmbc/ZolotavkinJ14,
author = {Yevhen Zolotavkin and
Martti Juhola},
title = {A New QIM-Based Watermarking Method Robust to Gain Attack},
journal = {Int. J. Digit. Multim. Broadcast.},
volume = {2014},
pages = {910808:1--910808:14},
year = {2014},
url = {https://doi.org/10.1155/2014/910808},
doi = {10.1155/2014/910808},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmbc/ZolotavkinJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmmm/SaarikoskiLJSJ14,
author = {Jyri Saarikoski and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin and
Markku Siermala and
Martti Juhola},
title = {Dimensionality reduction in text classification using scatter method},
journal = {Int. J. Data Min. Model. Manag.},
volume = {6},
number = {1},
pages = {1--21},
year = {2014},
url = {https://doi.org/10.1504/IJDMMM.2014.059978},
doi = {10.1504/IJDMMM.2014.059978},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmmm/SaarikoskiLJSJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvca/RantanenJ14,
author = {Mika T. Rantanen and
Martti Juhola},
title = {Using probabilistic roadmaps in changing environments},
journal = {Comput. Animat. Virtual Worlds},
volume = {25},
number = {1},
pages = {17--31},
year = {2014},
url = {https://doi.org/10.1002/cav.1528},
doi = {10.1002/CAV.1528},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jvca/RantanenJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/JoutsijokiRHBGPSVSAILPHAJ14,
author = {Henry Joutsijoki and
Jyrki Rasku and
Markus Haponen and
Ivan Baldin and
Yulia Gizatdinova and
Michelangelo Paci and
Jyri Saarikoski and
Kirsi Varpa and
Harri Siirtola and
Jorge Avalos{-}Salguero and
Kati Iltanen and
Jorma Laurikkala and
Kirsi Penttinen and
Jari A. K. Hyttinen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
title = {Classification of iPSC colony images using hierarchical strategies
with support vector machines},
booktitle = {2014 {IEEE} Symposium on Computational Intelligence and Data Mining,
{CIDM} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {86--92},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIDM.2014.7008152},
doi = {10.1109/CIDM.2014.7008152},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidm/JoutsijokiRHBGPSVSAILPHAJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dicta/ZolotavkinJ14,
author = {Yevhen Zolotavkin and
Martti Juhola},
title = {Quantization Based Watermarking Approach with Gain Attack Recovery},
booktitle = {2014 International Conference on Digital Image Computing: Techniques
and Applications, {DICTA} 2014, Wollongong, New South Wales, Australia,
November 25-27, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DICTA.2014.7008125},
doi = {10.1109/DICTA.2014.7008125},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/dicta/ZolotavkinJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/JuholaJVSRILHAS14,
author = {Martti Juhola and
Henry Joutsijoki and
Kirsi Varpa and
Jyri Saarikoski and
Jyrki Rasku and
Kati Iltanen and
Jorma Laurikkala and
Heikki Hyyr{\"{o}} and
Jorge Avalos{-}Salguero and
Harri Siirtola and
Kirsi Penttinen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}}},
title = {On computation of calcium cycling anomalies in cardiomyocytes data},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {1444--1447},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6943872},
doi = {10.1109/EMBC.2014.6943872},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/JuholaJVSRILHAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/GizatdinovaRHJB14,
author = {Yulia Gizatdinova and
Jyrki Rasku and
Markus Haponen and
Henry Joutsijoki and
Ivan Baldin and
Michelangelo Paci and
Jari A. K. Hyttinen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
title = {Investigating local spatially-enhanced structural and textural descriptors
for classification of iPSC colony images},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {3361--3365},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6944343},
doi = {10.1109/EMBC.2014.6944343},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/GizatdinovaRHJB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/SiirtolaAPAJ14,
author = {Harri Siirtola and
Jorge Avalos{-}Salguero and
Kirsi Penttinen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
editor = {Ebad Banissi and
Mark W. McK. Bannatyne and
Francis T. Marchese and
Muhammad Sarfraz and
Anna Ursyn and
Gilles Venturini and
Theodor G. Wyeld and
Urska Cvek and
Marjan Trutschl and
Georges G. Grinstein and
Vladimir Geroimenko and
Sarah Kenderdine and
Fatma Bouali},
title = {Interactive Biosignal Analysis and Classification},
booktitle = {18th International Conference on Information Visualisation, {IV} 2014,
Paris, France, July 16-18, 2014},
pages = {327--332},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/IV.2014.27},
doi = {10.1109/IV.2014.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iv/SiirtolaAPAJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/JuholaAH14,
author = {Martti Juhola and
Heikki Aalto and
Timo P. Hirvonen},
editor = {Christian Lovis and
Brigitte S{\'{e}}roussi and
Arie Hasman and
Louise Pape{-}Haugaard and
Osman Saka and
Stig Kj{\ae}r Andersen},
title = {Two-dimensional Signal Analysis Reduced from Three-Dimensional Nystagmus
Eye Movements},
booktitle = {e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th
European Medical Informatics Conference, Istanbul, Turkey, August
31 - September 3, 2014},
series = {Studies in Health Technology and Informatics},
volume = {205},
pages = {1148--1152},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-432-9-1148},
doi = {10.3233/978-1-61499-432-9-1148},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/JuholaAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/JoutsijokiHBRGPHAJ14,
author = {Henry Joutsijoki and
Markus Haponen and
Ivan Baldin and
Jyrki Rasku and
Yulia Gizatdinova and
Michelangelo Paci and
Jari A. K. Hyttinen and
Katriina Aalto{-}Set{\"{a}}l{\"{a}} and
Martti Juhola},
title = {Histogram-based classification of iPSC colony images using machine
learning methods},
booktitle = {2014 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2014, San Diego, CA, USA, October 5-8, 2014},
pages = {2611--2617},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SMC.2014.6974321},
doi = {10.1109/SMC.2014.6974321},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/JoutsijokiHBRGPHAJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aans/JuholaAJH13,
author = {Martti Juhola and
Heikki Aalto and
Henry Joutsijoki and
Timo P. Hirvonen},
title = {The Classification of Valid and Invalid Beats of Three-Dimensional
Nystagmus Eye Movement Signals Using Machine Learning Methods},
journal = {Adv. Artif. Neural Syst.},
volume = {2013},
pages = {972412:1--972412:11},
year = {2013},
url = {https://doi.org/10.1155/2013/972412},
doi = {10.1155/2013/972412},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aans/JuholaAJH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/JoutsijokiJ13,
author = {Henry Joutsijoki and
Martti Juhola},
title = {Kernel selection in multi-class support vector machines and its consequence
to the number of ties in majority voting method},
journal = {Artif. Intell. Rev.},
volume = {40},
number = {3},
pages = {213--230},
year = {2013},
url = {https://doi.org/10.1007/s10462-011-9281-3},
doi = {10.1007/S10462-011-9281-3},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/JoutsijokiJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/JuholaL13,
author = {Martti Juhola and
Jorma Laurikkala},
title = {Missing values: how many can they be to preserve classification reliability?},
journal = {Artif. Intell. Rev.},
volume = {40},
number = {3},
pages = {231--245},
year = {2013},
url = {https://doi.org/10.1007/s10462-011-9282-2},
doi = {10.1007/S10462-011-9282-2},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/JuholaL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JuholaZR13,
author = {Martti Juhola and
Youming Zhang and
Jyrki Rasku},
title = {Biometric verification of a subject through eye movements},
journal = {Comput. Biol. Medicine},
volume = {43},
number = {1},
pages = {42--50},
year = {2013},
url = {https://doi.org/10.1016/j.compbiomed.2012.10.005},
doi = {10.1016/J.COMPBIOMED.2012.10.005},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JuholaZR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eisic/LiJ13,
author = {Xingan Li and
Martti Juhola},
title = {Crime and Its Social Context: Analysis Using the Self-Organizing Map},
booktitle = {2013 European Intelligence and Security Informatics Conference, Uppsala,
Sweden, August 12-14, 2013},
pages = {121--124},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EISIC.2013.26},
doi = {10.1109/EISIC.2013.26},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/eisic/LiJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/JoutsijokiVIJ13,
author = {Henry Joutsijoki and
Kirsi Varpa and
Kati Iltanen and
Martti Juhola},
title = {Machine learning approach to an otoneurological classification problem},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {1294--1297},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6609745},
doi = {10.1109/EMBC.2013.6609745},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/JoutsijokiVIJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/massdata/ZhangJ13,
author = {Youming Zhang and
Martti Juhola},
editor = {Petra Perner},
title = {On applying signals of saccade eye movements for biometric verification
of a subject},
booktitle = {Advances in Mass Data Analysis of Images and Signals in Medicine,
Biotechnology, Chemistry and Food Industry, 8th International Conference,
{MDA} 2013, New York, USA, July 2013, Proceedings},
pages = {78--92},
publisher = {ibai Publishing},
year = {2013},
timestamp = {Sat, 21 Aug 2021 13:54:12 +0200},
biburl = {https://dblp.org/rec/conf/massdata/ZhangJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/IltanenKAJP13,
author = {Kati Iltanen and
Sami Kiviharju and
Lida Ao and
Martti Juhola and
Ilmari Pyykk{\"{o}}},
editor = {Christoph Ulrich Lehmann and
Elske Ammenwerth and
Christian N{\o}hr},
title = {Clustering and Summarising Association Rules Mined from Phenotype,
Genotype and Environmental Data Concerning Age-Related Hearing Impairment},
booktitle = {{MEDINFO} 2013 - Proceedings of the 14th World Congress on Medical
and Health Informatics, 20-13 August 2013, Copenhagen, Denmark},
series = {Studies in Health Technology and Informatics},
volume = {192},
pages = {452--456},
publisher = {{IOS} Press},
year = {2013},
url = {https://doi.org/10.3233/978-1-61499-289-9-452},
doi = {10.3233/978-1-61499-289-9-452},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/IltanenKAJP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secrypt/ZolotavkinJ13,
author = {Yevhen Zolotavkin and
Martti Juhola},
editor = {Pierangela Samarati},
title = {SVD-based Digital Image Watermarking on approximated Orthogonal Matrix},
booktitle = {{SECRYPT} 2013 - Proceedings of the 10th International Conference
on Security and Cryptography, Reykjav{\'{\i}}k, Iceland, 29-31
July, 2013},
pages = {321--330},
publisher = {SciTePress},
year = {2013},
url = {https://ieeexplore.ieee.org/document/7223181/},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/secrypt/ZolotavkinJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/RaskuJPJ12,
author = {Jyrki Rasku and
Henry Joutsijoki and
Ilmari Pyykk{\"{o}} and
Martti Juhola},
title = {Prediction of a state of a subject on the basis of a stabilogram signal
and video oculography test},
journal = {Comput. Methods Programs Biomed.},
volume = {108},
number = {2},
pages = {580--588},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2011.08.011},
doi = {10.1016/J.CMPB.2011.08.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/RaskuJPJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/JuholaS12,
author = {Martti Juhola and
Markku Siermala},
title = {A scatter method for data and variable importance evaluation},
journal = {Integr. Comput. Aided Eng.},
volume = {19},
number = {2},
pages = {137--149},
year = {2012},
url = {https://doi.org/10.3233/ICA-2011-0385},
doi = {10.3233/ICA-2011-0385},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/JuholaS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/RantanenJ12,
author = {Mika T. Rantanen and
Martti Juhola},
title = {A configuration deactivation algorithm for boosting probabilistic
roadmap planning of robots},
journal = {Int. J. Autom. Comput.},
volume = {9},
number = {2},
pages = {155--164},
year = {2012},
url = {https://doi.org/10.1007/s11633-012-0628-2},
doi = {10.1007/S11633-012-0628-2},
timestamp = {Mon, 17 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijautcomp/RantanenJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbm/ZhangRJ12,
author = {Youming Zhang and
Jyrki Rasku and
Martti Juhola},
title = {Biometric verification of subjects using saccade eye movements},
journal = {Int. J. Biom.},
volume = {4},
number = {4},
pages = {317--337},
year = {2012},
url = {https://doi.org/10.1504/IJBM.2012.049736},
doi = {10.1504/IJBM.2012.049736},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbm/ZhangRJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/JoutsijokiJ12,
author = {Henry Joutsijoki and
Martti Juhola},
editor = {Petra Perner},
title = {{DAGSVM} vs. {DAGKNN:} An Experimental Case Study with Benthic Macroinvertebrate
Dataset},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International
Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7376},
pages = {439--453},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31537-4\_35},
doi = {10.1007/978-3-642-31537-4\_35},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/JoutsijokiJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/KiranyazIPGAKTJTM11,
author = {Serkan Kiranyaz and
Turker Ince and
Jenni Pulkkinen and
Moncef Gabbouj and
Johanna {\"{A}}rje and
Salme K{\"{a}}rkk{\"{a}}inen and
Ville Tirronen and
Martti Juhola and
Tuomas Turpeinen and
Kristian Meissner},
title = {Classification and retrieval on macroinvertebrate image databases},
journal = {Comput. Biol. Medicine},
volume = {41},
number = {7},
pages = {463--472},
year = {2011},
url = {https://doi.org/10.1016/j.compbiomed.2011.04.008},
doi = {10.1016/J.COMPBIOMED.2011.04.008},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/KiranyazIPGAKTJTM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/JarvelinJ11,
author = {Antti J{\"{a}}rvelin and
Martti Juhola},
title = {Comparison of machine learning methods for classifying aphasic and
non-aphasic speakers},
journal = {Comput. Methods Programs Biomed.},
volume = {104},
number = {3},
pages = {349--357},
year = {2011},
url = {https://doi.org/10.1016/j.cmpb.2011.02.015},
doi = {10.1016/J.CMPB.2011.02.015},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/JarvelinJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcaet/MattilaHJ11,
author = {Jorma Mattila and
Virpi Hotti and
Martti Juhola},
title = {Product mix and its optimisation in a paper mill according to the
profitability computation of process measurements},
journal = {Int. J. Comput. Aided Eng. Technol.},
volume = {3},
number = {2},
pages = {155--174},
year = {2011},
url = {https://doi.org/10.1504/IJCAET.2011.038824},
doi = {10.1504/IJCAET.2011.038824},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcaet/MattilaHJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/RantanenVTNVSJL11,
author = {Ville Rantanen and
Toni Vanhala and
Outi Tuisku and
Pekka{-}Henrik Niemenlehto and
Jarmo Verho and
Veikko Surakka and
Martti Juhola and
Jukka Lekkala},
title = {A Wearable, Wireless Gaze Tracker with Integrated Selection Command
Source for Human-Computer Interaction},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {15},
number = {5},
pages = {795--801},
year = {2011},
url = {https://doi.org/10.1109/TITB.2011.2158321},
doi = {10.1109/TITB.2011.2158321},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/RantanenVTNVSJL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/SaarikoskiLJJ11,
author = {Jyri Saarikoski and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin and
Martti Juhola},
editor = {Andrej Dobnikar and
Uros Lotric and
Branko Ster},
title = {Self-Organising Maps in Document Classification: {A} Comparison with
Six Machine Learning Methods},
booktitle = {Adaptive and Natural Computing Algorithms - 10th International Conference,
{ICANNGA} 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6593},
pages = {260--269},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20282-7\_27},
doi = {10.1007/978-3-642-20282-7\_27},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/icannga/SaarikoskiLJJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/VarpaJIJ11,
author = {Kirsi Varpa and
Henry Joutsijoki and
Kati Iltanen and
Martti Juhola},
editor = {Anne Moen and
Stig Kj{\ae}r Andersen and
Jos Aarts and
Petter Hurlen},
title = {Applying One-vs-One and One-vs-All Classifiers in k-Nearest Neighbour
Method and Support Vector Machines to an Otoneurological Multi-Class
Problem},
booktitle = {User Centered Networked Health Care - Proceedings of {MIE} 2011 -
The XXIIIth International Congress of the European Federation for
Medical Informatics, Oslo, Norway, August 28-31, 2011},
series = {Studies in Health Technology and Informatics},
volume = {169},
pages = {579--583},
publisher = {{IOS} Press},
year = {2011},
url = {https://doi.org/10.3233/978-1-60750-806-9-579},
doi = {10.3233/978-1-60750-806-9-579},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/VarpaJIJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/JoutsijokiJ11,
author = {Henry Joutsijoki and
Martti Juhola},
editor = {Petra Perner},
title = {Comparing the One-vs-One and One-vs-All Methods in Benthic Macroinvertebrate
Image Classification},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 7th International
Conference, {MLDM} 2011, New York, NY, USA, August 30 - September
3, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6871},
pages = {399--413},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23199-5\_30},
doi = {10.1007/978-3-642-23199-5\_30},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/JoutsijokiJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmei/RaskuJ10,
author = {Jyrki Rasku and
Martti Juhola},
title = {A detection method of body movement signals measured with magnetic
tracking device for human balance investigations},
journal = {Int. J. Medical Eng. Informatics},
volume = {2},
number = {1},
pages = {37--51},
year = {2010},
url = {https://doi.org/10.1504/IJMEI.2010.029803},
doi = {10.1504/IJMEI.2010.029803},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmei/RaskuJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/MiettinenJ10,
author = {Katja Miettinen and
Martti Juhola},
title = {Classification of Otoneurological Cases According to Bayesian Probabilistic
Models},
journal = {J. Medical Syst.},
volume = {34},
number = {2},
pages = {119--130},
year = {2010},
url = {https://doi.org/10.1007/s10916-008-9223-z},
doi = {10.1007/S10916-008-9223-Z},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/MiettinenJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jd/SaarikoskiLJJ09,
author = {Jyri Saarikoski and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin and
Martti Juhola},
title = {A study of the use of self-organising maps in information retrieval},
journal = {J. Documentation},
volume = {65},
number = {2},
pages = {304--322},
year = {2009},
url = {https://doi.org/10.1108/00220410910937633},
doi = {10.1108/00220410910937633},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jd/SaarikoskiLJJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/SaarikoskiJLJ09,
author = {Jyri Saarikoski and
Kalervo J{\"{a}}rvelin and
Jorma Laurikkala and
Martti Juhola},
editor = {Mikko Kolehmainen and
Pekka J. Toivanen and
Bartlomiej Beliczynski},
title = {On Document Classification with Self-Organising Maps},
booktitle = {Adaptive and Natural Computing Algorithms, 9th International Conference,
{ICANNGA} 2009, Kuopio, Finland, April 23-25, 2009, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {5495},
pages = {140--149},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04921-7\_15},
doi = {10.1007/978-3-642-04921-7\_15},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/icannga/SaarikoskiJLJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/RaskuJPTV09,
author = {Jyrki Rasku and
Martti Juhola and
Ilmari Pyykk{\"{o}} and
Esko Toppila and
Kirsi Varpa},
editor = {Klaus{-}Peter Adlassnig and
Bernd Blobel and
John Mantas and
Izet Masic},
title = {The Effect of Removing the Force Feedback during the Quiet Stance},
booktitle = {Medical Informatics in a United and Healthy Europe - Proceedings of
{MIE} 2009, The XXIInd International Congress of the European Federation
for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August
30 - September 2, 2009},
series = {Studies in Health Technology and Informatics},
volume = {150},
pages = {620--624},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-044-5-620},
doi = {10.3233/978-1-60750-044-5-620},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/RaskuJPTV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/JuholaAH09,
author = {Martti Juhola and
Heikki Aalto and
Timo Hirvonen},
editor = {Klaus{-}Peter Adlassnig and
Bernd Blobel and
John Mantas and
Izet Masic},
title = {On Signal Analysis of Three-Dimensional Nystagmus},
booktitle = {Medical Informatics in a United and Healthy Europe - Proceedings of
{MIE} 2009, The XXIInd International Congress of the European Federation
for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August
30 - September 2, 2009},
series = {Studies in Health Technology and Informatics},
volume = {150},
pages = {846--850},
publisher = {{IOS} Press},
year = {2009},
url = {https://doi.org/10.3233/978-1-60750-044-5-846},
doi = {10.3233/978-1-60750-044-5-846},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/JuholaAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/SiermalaJK08,
author = {Markku Siermala and
Martti Juhola and
Erna Kentala},
title = {Neural network classification of otoneurological data and its visualization},
journal = {Comput. Biol. Medicine},
volume = {38},
number = {8},
pages = {858--866},
year = {2008},
url = {https://doi.org/10.1016/j.compbiomed.2008.05.002},
doi = {10.1016/J.COMPBIOMED.2008.05.002},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/SiermalaJK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/VarpaIJ08,
author = {Kirsi Varpa and
Kati Iltanen and
Martti Juhola},
title = {Machine learning method for knowledge discovery experimented with
otoneurological data},
journal = {Comput. Methods Programs Biomed.},
volume = {91},
number = {2},
pages = {154--164},
year = {2008},
url = {https://doi.org/10.1016/j.cmpb.2008.03.003},
doi = {10.1016/J.CMPB.2008.03.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/VarpaIJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/OllikainenJ08,
author = {Jukka Ollikainen and
Martti Juhola},
title = {Comparing identification methods for {DNA} investigations of crimes
and accidents},
journal = {Intell. Data Anal.},
volume = {12},
number = {4},
pages = {409--423},
year = {2008},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00337},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/OllikainenJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/TalvensaariPJJL08,
author = {Tuomas Talvensaari and
Ari Pirkola and
Kalervo J{\"{a}}rvelin and
Martti Juhola and
Jorma Laurikkala},
title = {Focused web crawling in the acquisition of comparable corpora},
journal = {Inf. Retr.},
volume = {11},
number = {5},
pages = {427--445},
year = {2008},
url = {https://doi.org/10.1007/s10791-008-9058-8},
doi = {10.1007/S10791-008-9058-8},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/TalvensaariPJJL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/RaskuJ08,
author = {Jyrki Rasku and
Martti Juhola},
title = {Classification of Task Driven Swaying Paths},
booktitle = {Proceedings of the Twenty-First {IEEE} International Symposium on
Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"{a}}skyl{\"{a}},
Finland},
pages = {284--286},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CBMS.2008.40},
doi = {10.1109/CBMS.2008.40},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/RaskuJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/JuholaAH08,
author = {Martti Juhola and
Heikki Aalto and
Timo Hirvonen},
title = {Machine Learning Recognition of Otoneurological Patients by Means
of the Results of Vestibulo-Ocular Signal Analysis},
booktitle = {Proceedings of the Twenty-First {IEEE} International Symposium on
Computer-Based Medical Systems, June 17-19, 2008, Jyv{\"{a}}skyl{\"{a}},
Finland},
pages = {578--580},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CBMS.2008.28},
doi = {10.1109/CBMS.2008.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/JuholaAH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/Juhola08,
author = {Martti Juhola},
editor = {Stig Kj{\ae}r Andersen and
Gunnar O. Klein and
Stefan Schulz and
Jos Aarts},
title = {On Machine Learning Classification of Otoneurological Data},
booktitle = {eHealth Beyond the Horizon - Get {IT} There, Proceedings of MIE2008,
The XXIst International Congress of the European Federation for Medical
Informatics, G{\"{o}}teborg, Sweden, May 25-28, 2008},
series = {Studies in Health Technology and Informatics},
volume = {136},
pages = {211--216},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-864-9-211},
doi = {10.3233/978-1-58603-864-9-211},
timestamp = {Thu, 29 Mar 2018 13:57:44 +0200},
biburl = {https://dblp.org/rec/conf/mie/Juhola08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/wiley/Juhola08,
author = {Martti Juhola},
editor = {Benjamin W. Wah},
title = {Data Classification},
booktitle = {Wiley Encyclopedia of Computer Science and Engineering},
publisher = {John Wiley {\&} Sons, Inc.},
year = {2008},
url = {https://doi.org/10.1002/9780470050118.ecse712},
doi = {10.1002/9780470050118.ECSE712},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/wiley/Juhola08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/JuholaL07,
author = {Martti Juhola and
Jorma Laurikkala},
title = {On metricity of two heterogeneous measures in the presence of missing
values},
journal = {Artif. Intell. Rev.},
volume = {28},
number = {2},
pages = {163--178},
year = {2007},
url = {https://doi.org/10.1007/s10462-009-9096-7},
doi = {10.1007/S10462-009-9096-7},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/JuholaL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/RaskuJTP07,
author = {Jyrki Rasku and
Martti Juhola and
Esko Toppila and
Ilmari Pyykk{\"{o}}},
title = {Recognition of balance signals between healthy subjects and otoneurological
patients with hidden Markov models},
journal = {Biomed. Signal Process. Control.},
volume = {2},
number = {1},
pages = {1--8},
year = {2007},
url = {https://doi.org/10.1016/j.bspc.2006.12.005},
doi = {10.1016/J.BSPC.2006.12.005},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/RaskuJTP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AutioJL07,
author = {Lassi Autio and
Martti Juhola and
Jorma Laurikkala},
title = {On the neural network classification of medical data and an endeavour
to balance non-uniform data sets with artificial data extension},
journal = {Comput. Biol. Medicine},
volume = {37},
number = {3},
pages = {388--397},
year = {2007},
url = {https://doi.org/10.1016/j.compbiomed.2006.05.001},
doi = {10.1016/J.COMPBIOMED.2006.05.001},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/AutioJL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JuholaSJ07,
author = {Martti Juhola and
Jyri Saarikoski and
Howard T. Jacobs},
title = {On modeling of mutation probabilities},
journal = {Comput. Biol. Medicine},
volume = {37},
number = {12},
pages = {1719--1723},
year = {2007},
url = {https://doi.org/10.1016/j.compbiomed.2007.04.005},
doi = {10.1016/J.COMPBIOMED.2007.04.005},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JuholaSJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/JuholaAH07,
author = {Martti Juhola and
Heikki Aalto and
Timo Hirvonen},
title = {Using results of eye movement signal analysis in the neural network
recognition of otoneurological patients},
journal = {Comput. Methods Programs Biomed.},
volume = {86},
number = {3},
pages = {216--226},
year = {2007},
url = {https://doi.org/10.1016/j.cmpb.2007.02.008},
doi = {10.1016/J.CMPB.2007.02.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/JuholaAH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SiermalaJLIKP07,
author = {Markku Siermala and
Martti Juhola and
Jorma Laurikkala and
Kati Iltanen and
Erna Kentala and
Ilmari Pyykk{\"{o}}},
title = {Evaluation and classification of otoneurological data with new data
analysis methods based on machine learning},
journal = {Inf. Sci.},
volume = {177},
number = {9},
pages = {1963--1976},
year = {2007},
url = {https://doi.org/10.1016/j.ins.2006.11.002},
doi = {10.1016/J.INS.2006.11.002},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SiermalaJLIKP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/KoreniusLJ07,
author = {Tuomo Korenius and
Jorma Laurikkala and
Martti Juhola},
title = {On principal component analysis, cosine and Euclidean measures in
information retrieval},
journal = {Inf. Sci.},
volume = {177},
number = {22},
pages = {4893--4905},
year = {2007},
url = {https://doi.org/10.1016/j.ins.2007.05.027},
doi = {10.1016/J.INS.2007.05.027},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/KoreniusLJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/TalvensaariJLJ07,
author = {Tuomas Talvensaari and
Martti Juhola and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin},
title = {Corpus-based cross-language information retrieval in retrieval of
highly relevant documents},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {58},
number = {3},
pages = {322--334},
year = {2007},
url = {https://doi.org/10.1002/asi.20495},
doi = {10.1002/ASI.20495},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/TalvensaariJLJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/TalvensaariLJJK07,
author = {Tuomas Talvensaari and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin and
Martti Juhola and
Heikki Keskustalo},
title = {Creating and exploiting a comparable corpus in cross-language information
retrieval},
journal = {{ACM} Trans. Inf. Syst.},
volume = {25},
number = {1},
pages = {4},
year = {2007},
url = {https://doi.org/10.1145/1198296.1198300},
doi = {10.1145/1198296.1198300},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/TalvensaariLJJK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/SiermalaJ06,
author = {Markku Siermala and
Martti Juhola},
title = {Techniques for biased data distributions and variable classification
with neural networks applied to otoneurological data},
journal = {Comput. Methods Programs Biomed.},
volume = {81},
number = {2},
pages = {128--136},
year = {2006},
url = {https://doi.org/10.1016/j.cmpb.2005.09.008},
doi = {10.1016/J.CMPB.2005.09.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/SiermalaJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/JarvelinJL06,
author = {Antti J{\"{a}}rvelin and
Martti Juhola and
Matti Laine},
title = {A Neural Network Model for the Simulation of Word Production Errors
of Finnish Nouns},
journal = {Int. J. Neural Syst.},
volume = {16},
number = {4},
pages = {241--254},
year = {2006},
url = {https://doi.org/10.1142/S0129065706000652},
doi = {10.1142/S0129065706000652},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/JarvelinJL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/KoreniusLJJ06,
author = {Tuomo Korenius and
Jorma Laurikkala and
Martti Juhola and
Kalervo J{\"{a}}rvelin},
title = {Hierarchical clustering of a Finnish newspaper article collection
with graded relevance assessments},
journal = {Inf. Retr.},
volume = {9},
number = {1},
pages = {33--53},
year = {2006},
url = {https://doi.org/10.1007/s10791-005-5720-6},
doi = {10.1007/S10791-005-5720-6},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/KoreniusLJJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jd/TalvensaariLJJ06,
author = {Tuomas Talvensaari and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin and
Martti Juhola},
title = {A study on automatic creation of a comparable document collection
in cross-language information retrieval},
journal = {J. Documentation},
volume = {62},
number = {3},
pages = {372--387},
year = {2006},
url = {https://doi.org/10.1108/00220410610666510},
doi = {10.1108/00220410610666510},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jd/TalvensaariLJJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/JarvelinJL06,
author = {Antti J{\"{a}}rvelin and
Martti Juhola and
Matti Laine},
title = {Neural network modelling of word production in Finnish: coding semantic
and non-semantic features},
journal = {Neural Comput. Appl.},
volume = {15},
number = {2},
pages = {91--104},
year = {2006},
url = {https://doi.org/10.1007/s00521-005-0012-z},
doi = {10.1007/S00521-005-0012-Z},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/JarvelinJL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tap/NiemenlehtoJS06,
author = {Pekka{-}Henrik Niemenlehto and
Martti Juhola and
Veikko Surakka},
title = {Detection of electromyographic signals from facial muscles with neural
networks},
journal = {{ACM} Trans. Appl. Percept.},
volume = {3},
number = {1},
pages = {48--61},
year = {2006},
url = {https://doi.org/10.1145/1119766.1119770},
doi = {10.1145/1119766.1119770},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tap/NiemenlehtoJS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/TossavainenTPFJS06,
author = {Timo Tossavainen and
Esko Toppila and
Ilmari Pyykk{\"{o}} and
Pia M. Forsman and
Martti Juhola and
Jonathan Starck},
title = {Virtual Reality in Posturography},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {10},
number = {2},
pages = {282--292},
year = {2006},
url = {https://doi.org/10.1109/TITB.2005.859874},
doi = {10.1109/TITB.2005.859874},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/TossavainenTPFJS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/JuholaAH06,
author = {Martti Juhola and
Heikki Aalto and
Timo Hirvonen},
editor = {Arie Hasman and
Reinhold Haux and
Johan van der Lei and
Etienne De Clercq and
Francis H. Roger France},
title = {On Neural Network Classification of Otoneurological Cases on the Basis
of Recognition Results of Vestibulo-ocular Reflex Eye Movements Signal},
booktitle = {Ubiquity: Technologies for Better Health in Aging Societies - Proceedings
of MIE2006, The XXst International Congress of the European Federation
for Medical Informatics, Maastricht, The Netherlands, August 27-30,
2006},
series = {Studies in Health Technology and Informatics},
volume = {124},
pages = {947--952},
publisher = {{IOS} Press},
year = {2006},
url = {https://doi.org/10.3233/978-1-58603-647-8-947},
doi = {10.3233/978-1-58603-647-8-947},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mie/JuholaAH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/HyyroJV05,
author = {Heikki Hyyr{\"{o}} and
Martti Juhola and
Mauno Vihinen},
title = {On exact string matching of unique oligonucleotides},
journal = {Comput. Biol. Medicine},
volume = {35},
number = {2},
pages = {173--181},
year = {2005},
url = {https://doi.org/10.1016/j.compbiomed.2003.11.003},
doi = {10.1016/J.COMPBIOMED.2003.11.003},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/HyyroJV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/NiemenlehtoJS05,
author = {Pekka{-}Henrik Niemenlehto and
Martti Juhola and
Veikko Surakka},
editor = {Rolf Engelbrecht and
Antoine Geissb{\"{u}}hler and
Christian Lovis and
George I. Mihalas},
title = {Neural Network Screening of Electromyographic Signals as the First
Phase to Design Novel Human-Computer Interaction},
booktitle = {Connecting Medical Informatics and Bio-Informatics - Proceedings of
{MIE} 2005 - The XIXth International Congress of the European Federation
for Medical Informatics, Geneva, Switzerland},
series = {Studies in Health Technology and Informatics},
volume = {116},
pages = {471--476},
publisher = {{IOS} Press},
year = {2005},
url = {http://ebooks.iospress.nl/volumearticle/10347},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/NiemenlehtoJS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/JuholaTA04,
author = {Martti Juhola and
Timo Tossavainen and
Heikki Aalto},
title = {Influence of lossy compression on eye movement signals},
journal = {Comput. Biol. Medicine},
volume = {34},
number = {3},
pages = {221--239},
year = {2004},
url = {https://doi.org/10.1016/S0010-4825(03)00059-3},
doi = {10.1016/S0010-4825(03)00059-3},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/JuholaTA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KoreniusLJJ04,
author = {Tuomo Korenius and
Jorma Laurikkala and
Kalervo J{\"{a}}rvelin and
Martti Juhola},
editor = {David A. Grossman and
Luis Gravano and
ChengXiang Zhai and
Otthein Herzog and
David A. Evans},
title = {Stemming and lemmatization in the clustering of finnish text documents},
booktitle = {Proceedings of the 2004 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Washington, DC, USA, November 8-13, 2004},
pages = {625--633},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1031171.1031285},
doi = {10.1145/1031171.1031285},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/KoreniusLJJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/JarvelinJL04,
author = {Antti J{\"{a}}rvelin and
Martti Juhola and
Matti Laine},
editor = {Marius Fieschi and
Enrico W. Coiera and
Yu{-}Chuan (Jack) Li},
title = {A Neural Network Model of Lexicalization for Simulating the Anomie
Naming Errors of Dementia Patients},
booktitle = {{MEDINFO} 2004 - Proceedings of the 11th World Congress on Medical
Informatics, San Francisco, California, USA, September 7-11, 2004},
series = {Studies in Health Technology and Informatics},
volume = {107},
pages = {48--51},
publisher = {{IOS} Press},
year = {2004},
url = {https://doi.org/10.3233/978-1-60750-949-3-48},
doi = {10.3233/978-1-60750-949-3-48},
timestamp = {Wed, 17 Aug 2022 16:35:51 +0200},
biburl = {https://dblp.org/rec/conf/medinfo/JarvelinJL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/LumijarviLJ04,
author = {Janne Lumij{\"{a}}rvi and
Jorma Laurikkala and
Martti Juhola},
editor = {Marius Fieschi and
Enrico W. Coiera and
Yu{-}Chuan (Jack) Li},
title = {A Comparison of Different Heterogeneous Proximity Functions and Euclidean
Distance},
booktitle = {{MEDINFO} 2004 - Proceedings of the 11th World Congress on Medical
Informatics, San Francisco, California, USA, September 7-11, 2004},
series = {Studies in Health Technology and Informatics},
volume = {107},
pages = {1362--1366},
publisher = {{IOS} Press},
year = {2004},
url = {https://doi.org/10.3233/978-1-60750-949-3-1362},
doi = {10.3233/978-1-60750-949-3-1362},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/LumijarviLJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/TossavainenJG03,
author = {Timo Tossavainen and
Martti Juhola and
Tapio Gr{\"{o}}nfors},
title = {Lossy compression of eye movement and auditory brainstem response
signals},
journal = {Comput. Methods Programs Biomed.},
volume = {72},
number = {1},
pages = {43--54},
year = {2003},
url = {https://doi.org/10.1016/S0169-2607(02)00117-7},
doi = {10.1016/S0169-2607(02)00117-7},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/TossavainenJG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/TossavainenJPAT03,
author = {Timo Tossavainen and
Martti Juhola and
Ilmari Pyykk{\"{o}} and
Heikki Aalto and
Esko Toppila},
title = {Development of virtual reality stimuli for force platform posturography},
journal = {Int. J. Medical Informatics},
volume = {70},
number = {2-3},
pages = {277--283},
year = {2003},
url = {https://doi.org/10.1016/S1386-5056(03)00034-0},
doi = {10.1016/S1386-5056(03)00034-0},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/TossavainenJPAT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SiermalaJV03,
author = {Markku Siermala and
Martti Juhola and
Mauno Vihinen},
title = {On Postprocessing of Neural Network Prediction of Polyproline Type
{II} Secondary Structures: Network Spectrum, Response Analysis, and
Scattering},
journal = {Neural Comput. Appl.},
volume = {11},
number = {3-4},
pages = {238--243},
year = {2003},
url = {https://doi.org/10.1007/s00521-003-0360-5},
doi = {10.1007/S00521-003-0360-5},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/SiermalaJV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SiermalaJ02,
author = {Markku Siermala and
Martti Juhola},
title = {Behaviour of protein secondary structure types in the sequence space
of a certain length},
journal = {Intell. Data Anal.},
volume = {6},
number = {5},
pages = {411--427},
year = {2002},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00102},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/SiermalaJ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/LaurikkalaJLPA01,
author = {Jorma Laurikkala and
Martti Juhola and
Seppo Lammi and
Jorma Penttinen and
Pauliina Aukee},
title = {Analysis of the imputed female urinary incontinence data for the evaluation
of expert system parameters},
journal = {Comput. Biol. Medicine},
volume = {31},
number = {4},
pages = {239--257},
year = {2001},
url = {https://doi.org/10.1016/S0010-4825(01)00003-8},
doi = {10.1016/S0010-4825(01)00003-8},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/LaurikkalaJLPA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/SiermalaJV01,
author = {Markku Siermala and
Martti Juhola and
Mauno Vihinen},
title = {On preprocessing of protein sequences for neural network prediction
of polyproline type {II} secondary structures},
journal = {Comput. Biol. Medicine},
volume = {31},
number = {5},
pages = {385--398},
year = {2001},
url = {https://doi.org/10.1016/S0010-4825(01)00013-0},
doi = {10.1016/S0010-4825(01)00013-0},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/SiermalaJV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/LaurikkalaJ01,
author = {Jorma Laurikkala and
Martti Juhola},
editor = {Jos{\'{e}} Crespo and
Victor Maojo and
Fernando Martin},
title = {Hierarchical Clustering of Female Urinary Incontinence - Data Having
Noise and Outliers},
booktitle = {Medical Data Analysis, Second International Symposium, {ISMDA} 2001,
Madrid, Spain, October 8-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {161--167},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45497-7\_24},
doi = {10.1007/3-540-45497-7\_24},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ismda/LaurikkalaJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/SiermalaJV01,
author = {Markku Siermala and
Martti Juhola and
Mauno Vihinen},
editor = {Jos{\'{e}} Crespo and
Victor Maojo and
Fernando Martin},
title = {Binary Vector of Real Value Coding for Secondary Structure Prediction?
{A} Case Study of Polyproline Type {II} Prediction},
booktitle = {Medical Data Analysis, Second International Symposium, {ISMDA} 2001,
Madrid, Spain, October 8-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {264--269},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45497-7\_40},
doi = {10.1007/3-540-45497-7\_40},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/SiermalaJV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/ViikkiJ01,
author = {Kati Viikki and
Martti Juhola},
editor = {Jos{\'{e}} Crespo and
Victor Maojo and
Fernando Martin},
title = {Refining the Knowledge Base 0f an Otoneurological Expert System},
booktitle = {Medical Data Analysis, Second International Symposium, {ISMDA} 2001,
Madrid, Spain, October 8-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {276--281},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45497-7\_42},
doi = {10.1007/3-540-45497-7\_42},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/ViikkiJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/JuholaVLPK01,
author = {Martti Juhola and
Kati Viikki and
Jorma Laurikkala and
Ilmari Pyykk{\"{o}} and
Erna Kentala},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {On Classification Capability of Neural Networks: {A} Case Study with
Otoneurological Data},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {474--478},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-474},
doi = {10.3233/978-1-60750-928-8-474},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/JuholaVLPK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/LaaksoJSAP01,
author = {Jouni Laakso and
Martti Juhola and
Veikko Surakka and
Anne Aula and
Timo Partala},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {Neural Network and Wavelet Recognition of Facial Electromyographic
Signals},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {489--492},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-489},
doi = {10.3233/978-1-60750-928-8-489},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/LaaksoJSAP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/LaurikkalaJ01,
author = {Jorma Laurikkala and
Martti Juhola},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {578},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-578},
doi = {10.3233/978-1-60750-928-8-578},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/LaurikkalaJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/ViikkiKJP01,
author = {Kati Viikki and
Erna Kentala and
Martti Juhola and
Ilmari Pyykk{\"{o}}},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {Feature Subset Selection for Decision Tree Induction in the Context
of Otoneurological Data: {A} Preliminary Study},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {583},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-583},
doi = {10.3233/978-1-60750-928-8-583},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/ViikkiKJP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/TossavainenJPTA01,
author = {Timo Tossavainen and
Martti Juhola and
Ilmari Pyykk{\"{o}} and
Esko Toppila and
Heikki Aalto and
Pekka Honkavaara},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {Towards Virtual Reality Stimulation in Force Platform Posturography},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {854--857},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-854},
doi = {10.3233/978-1-60750-928-8-854},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/TossavainenJPTA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/HyyroVJ01,
author = {Heikki Hyyr{\"{o}} and
Mauno Vihinen and
Martti Juhola},
editor = {Vimla L. Patel and
Ray Rogers and
Reinhold Haux},
title = {On Approximate String Matching of Unique Oligonucleotides},
booktitle = {{MEDINFO} 2001 - Proceedings of the 10th World Congress on Medical
Informatics, September 2-5, 2001, London, {UK}},
series = {Studies in Health Technology and Informatics},
volume = {84},
pages = {960--964},
publisher = {{IOS} Press},
year = {2001},
url = {https://doi.org/10.3233/978-1-60750-928-8-960},
doi = {10.3233/978-1-60750-928-8-960},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/HyyroVJ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/MykkanenJR00,
author = {Jouni M. Mykk{\"{a}}nen and
Martti Juhola and
Ulla Ruotsalainen},
title = {Extracting VOIs from brain {PET} images},
journal = {Int. J. Medical Informatics},
volume = {58},
pages = {51--57},
year = {2000},
url = {https://doi.org/10.1016/S1386-5056(00)00075-7},
doi = {10.1016/S1386-5056(00)00075-7},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/MykkanenJR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/LaurikkalaKJPL00,
author = {Jorma Laurikkala and
Erna Kentala and
Martti Juhola and
Ilmari Pyykk{\"{o}} and
Seppo Lammi},
title = {Usefulness of imputation for the analysis of incomplete otoneurologic
data},
journal = {Int. J. Medical Informatics},
volume = {58},
pages = {235--242},
year = {2000},
url = {https://doi.org/10.1016/S1386-5056(00)00090-3},
doi = {10.1016/S1386-5056(00)00090-3},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/LaurikkalaKJPL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/VauhkonenJ00,
author = {Antti Vauhkonen and
Martti Juhola},
title = {Convergence of a spreading activation neural network with application
of simulating aphasic naming errors in Finnish language},
journal = {Neurocomputing},
volume = {30},
number = {1-4},
pages = {323--332},
year = {2000},
url = {https://doi.org/10.1016/S0925-2312(99)00133-2},
doi = {10.1016/S0925-2312(99)00133-2},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/VauhkonenJ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/MakelaJJ99,
author = {Erkki M{\"{a}}kel{\"{a}} and
Katariina Juhola and
Martti Juhola},
title = {Predicting the development of a homogenous population in an industrialized
country},
journal = {Comput. Biol. Medicine},
volume = {29},
number = {4},
pages = {273--281},
year = {1999},
url = {https://doi.org/10.1016/S0010-4825(99)00009-8},
doi = {10.1016/S0010-4825(99)00009-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/MakelaJJ99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimdm/JuholaLVAKP99,
author = {Martti Juhola and
Jorma Laurikkala and
Kati Viikki and
Yrj{\"{o}} Auramo and
Erna Kentala and
Ilmari Pyykk{\"{o}}},
editor = {Werner Horn and
Yuval Shahar and
Gregor Lindberg and
Steen Andreassen and
Jeremy C. Wyatt},
title = {Neural Network Recognition of Otoneurological Vertigo Diseases with
Comparison of Some Other Classification Methods},
booktitle = {Artificial Intelligence in Medicine. Joint European Conference on
Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99,
Aalborg, Denmark, June 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1620},
pages = {217--226},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48720-4\_23},
doi = {10.1007/3-540-48720-4\_23},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/aimdm/JuholaLVAKP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/MykkanenJR99,
author = {Jouni M. Mykk{\"{a}}nen and
Martti Juhola and
Ulla Ruotsalainen},
editor = {Peter Kokol and
Blaz Zupan and
Janez Stare and
Marjan Premik and
Rolf Engelbrecht},
title = {Three-dimensional ROIs in Brain {PET}},
booktitle = {Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia},
series = {Studies in Health Technology and Informatics},
volume = {68},
pages = {339--342},
publisher = {{IOS} Press},
year = {1999},
url = {https://doi.org/10.3233/978-1-60750-912-7-339},
doi = {10.3233/978-1-60750-912-7-339},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/MykkanenJR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/JuholaAH99,
author = {Martti Juhola and
Heikki Aalto and
Timo Hirvonen},
editor = {Peter Kokol and
Blaz Zupan and
Janez Stare and
Marjan Premik and
Rolf Engelbrecht},
title = {A Signal Analysis Method for Impulse-like Eye Movements},
booktitle = {Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia},
series = {Studies in Health Technology and Informatics},
volume = {68},
pages = {365--368},
publisher = {{IOS} Press},
year = {1999},
url = {https://doi.org/10.3233/978-1-60750-912-7-365},
doi = {10.3233/978-1-60750-912-7-365},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/JuholaAH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/TossavainenJK99,
author = {Timo Tossavainen and
Martti Juhola and
Antti Koski},
editor = {Peter Kokol and
Blaz Zupan and
Janez Stare and
Marjan Premik and
Rolf Engelbrecht},
title = {Lossless Compression of Eye Movement Signals},
booktitle = {Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia},
series = {Studies in Health Technology and Informatics},
volume = {68},
pages = {369--373},
publisher = {{IOS} Press},
year = {1999},
url = {https://doi.org/10.3233/978-1-60750-912-7-369},
doi = {10.3233/978-1-60750-912-7-369},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/TossavainenJK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/LaurikkalaKJP99,
author = {Jorma Laurikkala and
Erna Kentala and
Martti Juhola and
Ilmari Pyykk{\"{o}}},
editor = {Peter Kokol and
Blaz Zupan and
Janez Stare and
Marjan Premik and
Rolf Engelbrecht},
title = {Treatment of Missing Values with Imputation for the Analysis of Otologic
Data},
booktitle = {Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia},
series = {Studies in Health Technology and Informatics},
volume = {68},
pages = {428--431},
publisher = {{IOS} Press},
year = {1999},
url = {https://doi.org/10.3233/978-1-60750-912-7-428},
doi = {10.3233/978-1-60750-912-7-428},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/LaurikkalaKJP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/ViikkiIJP99,
author = {Kati Viikki and
Elina Isotalo and
Martti Juhola and
Ilmari Pyykk{\"{o}}},
editor = {Peter Kokol and
Blaz Zupan and
Janez Stare and
Marjan Premik and
Rolf Engelbrecht},
title = {Modelling Oculomotor Data with Decision Tree Induction},
booktitle = {Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia},
series = {Studies in Health Technology and Informatics},
volume = {68},
pages = {660--663},
publisher = {{IOS} Press},
year = {1999},
url = {https://doi.org/10.3233/978-1-60750-912-7-660},
doi = {10.3233/978-1-60750-912-7-660},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/ViikkiIJP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PesonenEJ98,
author = {Erkki Pesonen and
Matti Eskelinen and
Martti Juhola},
title = {Treatment of missing data values in a neural network based decision
support system for acute abdominal pain},
journal = {Artif. Intell. Medicine},
volume = {13},
number = {3},
pages = {139--146},
year = {1998},
url = {https://doi.org/10.1016/S0933-3657(98)00027-X},
doi = {10.1016/S0933-3657(98)00027-X},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/PesonenEJ98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/LaurikkalaJ98,
author = {Jorma Laurikkala and
Martti Juhola},
editor = {Branko Cesnik and
Alexa Thorlichen McCray and
Jean{-}Raoul Scherrer},
title = {Population Size and Quality in Genetics-Based Rule Learning from Medical
Data},
booktitle = {{MEDINFO} '98 - 9th World Congress on Medical Informatics, Seoul,
South Korea, August 14-21, 1998},
series = {Studies in Health Technology and Informatics},
volume = {52},
pages = {389--393},
publisher = {{IOS} Press},
year = {1998},
url = {https://doi.org/10.3233/978-1-60750-896-0-389},
doi = {10.3233/978-1-60750-896-0-389},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/LaurikkalaJ98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/Juhola98,
author = {Martti Juhola},
editor = {Branko Cesnik and
Alexa Thorlichen McCray and
Jean{-}Raoul Scherrer},
title = {A Signal Analysis Method for Retinal Image Velocity Computation of
Vestibular-Ocular Reflex Eye Movement Investigations},
booktitle = {{MEDINFO} '98 - 9th World Congress on Medical Informatics, Seoul,
South Korea, August 14-21, 1998},
series = {Studies in Health Technology and Informatics},
volume = {52},
pages = {1247--1249},
publisher = {{IOS} Press},
year = {1998},
url = {https://doi.org/10.3233/978-1-60750-896-0-1247},
doi = {10.3233/978-1-60750-896-0-1247},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/Juhola98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/TianJG97,
author = {Jilei Tian and
Martti Juhola and
Tapio Gr{\"{o}}nfors},
title = {Latency estimation of auditory brainstem response by neural networks},
journal = {Artif. Intell. Medicine},
volume = {10},
number = {2},
pages = {115--128},
year = {1997},
url = {https://doi.org/10.1016/S0933-3657(97)00389-8},
doi = {10.1016/S0933-3657(97)00389-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/TianJG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/AuramoJ96,
author = {Yrj{\"{o}} Auramo and
Martti Juhola},
title = {Modifying an expert system construction to pattern recognition solution},
journal = {Artif. Intell. Medicine},
volume = {8},
number = {1},
pages = {15--21},
year = {1996},
url = {https://doi.org/10.1016/0933-3657(95)00017-8},
doi = {10.1016/0933-3657(95)00017-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/AuramoJ96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TikkalaJ96,
author = {Anneli Tikkala and
Martti Juhola},
title = {A neural network simulation of aphasic naming errors: Network dynamics
and control},
journal = {Neurocomputing},
volume = {13},
number = {1},
pages = {11--29},
year = {1996},
url = {https://doi.org/10.1016/0925-2312(95)00082-8},
doi = {10.1016/0925-2312(95)00082-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TikkalaJ96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/TikkalaJ95,
author = {Anneli Tikkala and
Martti Juhola},
title = {A Neural Network Simulation Method of Aphasic Naming Errors: Properties
and Behaviour},
journal = {Neural Comput. Appl.},
volume = {3},
number = {4},
pages = {192--201},
year = {1995},
url = {https://doi.org/10.1007/BF01414644},
doi = {10.1007/BF01414644},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/TikkalaJ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/JuholaVL95,
author = {Martti Juhola and
Antti Vauhkonen and
Matti Laine},
title = {Simulation of aphasic naming errors in finnish language with neural
networks},
journal = {Neural Networks},
volume = {8},
number = {1},
pages = {1--9},
year = {1995},
url = {https://doi.org/10.1016/0893-6080(94)00066-U},
doi = {10.1016/0893-6080(94)00066-U},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/JuholaVL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KoskiJM95,
author = {Antti Koski and
Martti Juhola and
Merik Meriste},
title = {Syntactic recognition of {ECG} signals by attributed finite automata},
journal = {Pattern Recognit.},
volume = {28},
number = {12},
pages = {1927--1940},
year = {1995},
url = {https://doi.org/10.1016/0031-3203(95)00052-6},
doi = {10.1016/0031-3203(95)00052-6},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/KoskiJM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/GronforsJJ92,
author = {Tapio Gr{\"{o}}nfors and
Martti Juhola and
R. Johansson},
title = {Evaluation of some nonrecursive digital filters for signals of auditory
evoked responses},
journal = {Biol. Cybern.},
volume = {66},
number = {6},
pages = {533--536},
year = {1992},
url = {https://doi.org/10.1007/BF00204118},
doi = {10.1007/BF00204118},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/GronforsJJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GronforsJ92,
author = {Tapio Gr{\"{o}}nfors and
Martti Juhola},
title = {Experiments and comparison of inference methods of regular grammars},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {22},
number = {4},
pages = {821--826},
year = {1992},
url = {https://doi.org/10.1109/21.156594},
doi = {10.1109/21.156594},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/GronforsJ92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/JuholaG91,
author = {Martti Juhola and
Tapio Gr{\"{o}}nfors},
title = {A scheme of inference of regular grammars for the syntactic pattern
recognition of saccadic eye movements},
journal = {Artif. Intell. Medicine},
volume = {3},
number = {2},
pages = {87--93},
year = {1991},
url = {https://doi.org/10.1016/0933-3657(91)90020-C},
doi = {10.1016/0933-3657(91)90020-C},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/JuholaG91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JuholaKR91,
author = {Martti Juhola and
Jyrki Katajainen and
Timo Raita},
title = {Comparison of algorithms for standard median filtering},
journal = {{IEEE} Trans. Signal Process.},
volume = {39},
number = {1},
pages = {204--208},
year = {1991},
url = {https://doi.org/10.1109/78.80784},
doi = {10.1109/78.80784},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JuholaKR91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Juhola86,
author = {Martti Juhola},
title = {A syntactic method for analysis of saccadic eye movements},
journal = {Pattern Recognit.},
volume = {19},
number = {5},
pages = {353--359},
year = {1986},
url = {https://doi.org/10.1016/0031-3203(86)90002-6},
doi = {10.1016/0031-3203(86)90002-6},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Juhola86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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