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2010 – 2019
- 2018
[j23]Xingan Li
, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola:
GDP growth vs. criminal phenomena: data mining of Japan 1926-2013. AI Soc. 33(2): 261-274 (2018)- 2017
- [c14]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola:
Development of crime in England and Wales 1898-2001: Data mining using self-organising map. SSCI 2017: 1-8 - 2016
- [j22]Jyrki Rasku, Marisa Ojala, Risto-Pekka Pölönen, Henry Joutsijoki, Yulia Gizatdinova, Jorma Laurikkala, Kimmo Kartasalo, Katriina Aalto-Setälä, Martti Juhola:
A software tool for studying the size and shape of human cardiomyocytes. Biomed. Signal Process. Control. 30: 134-139 (2016) - 2015
- [j21]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Markku Siermala, Martti Juhola:
Homicide and Its Social Context: Analysis Using the Self-Organizing Map. Appl. Artif. Intell. 29(4): 382-401 (2015) - [j20]Martti Juhola, Kirsi Penttinen, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Harri Siirtola, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jari A. K. Hyttinen, Katriina Aalto-Setälä:
Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. Comput. Biol. Medicine 61: 1-7 (2015) - [j19]Youming Zhang, Jorma Laurikkala, Martti Juhola:
Biometric verification with eye movements: results from a long-term recording series. IET Biom. 4(3): 162-168 (2015) - [j18]Jyri Saarikoski, Henry Joutsijoki, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola:
On the influence of training data quality on text document classification using machine learning methods. Int. J. Knowl. Eng. Data Min. 3(2): 143-169 (2015) - [j17]Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Martti Juhola:
Crime vs. demographic factors revisited: Application of data mining methods. Webology 12(1) (2015) - 2014
- [j16]Youming Zhang, Jorma Laurikkala, Martti Juhola:
Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements. Int. J. Biom. 6(1): 75-94 (2014) - [j15]Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Markku Siermala, Martti Juhola:
Dimensionality reduction in text classification using scatter method. Int. J. Data Min. Model. Manag. 6(1): 1-21 (2014) - [c13]Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola:
Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM 2014: 86-92 - [c12]Martti Juhola, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jorge Avalos-Salguero, Harri Siirtola, Kirsi Penttinen, Katriina Aalto-Setälä:
On computation of calcium cycling anomalies in cardiomyocytes data. EMBC 2014: 1444-1447 - 2013
- [j14]Martti Juhola, Jorma Laurikkala:
Missing values: how many can they be to preserve classification reliability? Artif. Intell. Rev. 40(3): 231-245 (2013) - 2011
- [c11]Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods. ICANNGA (1) 2011: 260-269
2000 – 2009
- 2009
- [j13]Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
A study of the use of self-organising maps in information retrieval. J. Documentation 65(2): 304-322 (2009) - [c10]Jyri Saarikoski, Kalervo Järvelin, Jorma Laurikkala, Martti Juhola:
On Document Classification with Self-Organising Maps. ICANNGA 2009: 140-149 - 2008
- [j12]Tuomas Talvensaari, Ari Pirkola, Kalervo Järvelin, Martti Juhola, Jorma Laurikkala:
Focused web crawling in the acquisition of comparable corpora. Inf. Retr. 11(5): 427-445 (2008) - 2007
- [j11]Martti Juhola, Jorma Laurikkala:
On metricity of two heterogeneous measures in the presence of missing values. Artif. Intell. Rev. 28(2): 163-178 (2007) - [j10]Lassi Autio, Martti Juhola, Jorma Laurikkala:
On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension. Comput. Biol. Medicine 37(3): 388-397 (2007) - [j9]Markku Siermala, Martti Juhola, Jorma Laurikkala, Kati Iltanen, Erna Kentala, Ilmari Pyykkö:
Evaluation and classification of otoneurological data with new data analysis methods based on machine learning. Inf. Sci. 177(9): 1963-1976 (2007) - [j8]Tuomo Korenius, Jorma Laurikkala, Martti Juhola:
On principal component analysis, cosine and Euclidean measures in information retrieval. Inf. Sci. 177(22): 4893-4905 (2007) - [j7]Tuomas Talvensaari, Martti Juhola, Jorma Laurikkala, Kalervo Järvelin:
Corpus-based cross-language information retrieval in retrieval of highly relevant documents. J. Assoc. Inf. Sci. Technol. 58(3): 322-334 (2007) - [j6]Tuomas Talvensaari, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola, Heikki Keskustalo:
Creating and exploiting a comparable corpus in cross-language information retrieval. ACM Trans. Inf. Syst. 25(1): 4 (2007) - 2006
- [j5]Tuomo Korenius, Jorma Laurikkala, Martti Juhola, Kalervo Järvelin:
Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments. Inf. Retr. 9(1): 33-53 (2006) - [j4]Tuomas Talvensaari, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
A study on automatic creation of a comparable document collection in cross-language information retrieval. J. Documentation 62(3): 372-387 (2006) - 2004
- [c9]Tuomo Korenius, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola:
Stemming and lemmatization in the clustering of finnish text documents. CIKM 2004: 625-633 - [c8]Janne Lumijärvi, Jorma Laurikkala, Martti Juhola:
A Comparison of Different Heterogeneous Proximity Functions and Euclidean Distance. MedInfo 2004: 1362-1366 - 2002
- [j3]Jorma Laurikkala:
Instance-based data reduction for improved identification of difficult small classes. Intell. Data Anal. 6(4): 311-322 (2002) - 2001
- [b1]Jorma Laurikkala:
Knowledge Discovery for Female Urinary Incontinence Expert System. University of Tampere, Finland, 2001 - [j2]Jorma Laurikkala, Martti Juhola, Seppo Lammi, Jorma Penttinen, Pauliina Aukee:
Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters. Comput. Biol. Medicine 31(4): 239-257 (2001) - [c7]Jorma Laurikkala:
Improving Identification of Difficult Small Classes by Balancing Class Distribution. AIME 2001: 63-66 - [c6]Jorma Laurikkala, Martti Juhola:
Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. ISMDA 2001: 161-167 - [c5]Martti Juhola, Kati Viikki, Jorma Laurikkala, Ilmari Pyykkö, Erna Kentala:
On Classification Capability of Neural Networks: A Case Study with Otoneurological Data. MedInfo 2001: 474-478 - [c4]Jorma Laurikkala, Martti Juhola:
Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence. MedInfo 2001: 578 - 2000
- [j1]Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö, Seppo Lammi:
Usefulness of imputation for the analysis of incomplete otoneurologic data. Int. J. Medical Informatics 58: 235-242 (2000)
1990 – 1999
- 1999
- [c3]Martti Juhola, Jorma Laurikkala, Kati Viikki, Yrjö Auramo, Erna Kentala, Ilmari Pyykkö:
Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods. AIMDM 1999: 217-226 - [c2]Jorma Laurikkala, Erna Kentala, Martti Juhola, Ilmari Pyykkö:
Treatment of Missing Values with Imputation for the Analysis of Otologic Data. MIE 1999: 428-431 - 1998
- [c1]Jorma Laurikkala, Martti Juhola:
Population Size and Quality in Genetics-Based Rule Learning from Medical Data. MedInfo 1998: 389-393
Coauthor Index
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