Population Size and Quality in Genetics-Based Rule Learning from Medical Data. - Jorma Laurikkala; Martti Juhola (MedInfo, 1998)

Neural Network Recognition of Otoneurological Vertigo Diseases with Comparison of Some Other Classification Methods. - Martti Juhola; Jorma Laurikkala; Kati Viikki; Yrjö Auramo; Erna Kentala; Ilmari Pyykkö (AIMDM, 1999)

Treatment of Missing Values with Imputation for the Analysis of Otologic Data. - Jorma Laurikkala; Erna Kentala; Martti Juhola; Ilmari Pyykkö (MIE, 1999)

Usefulness of imputation for the analysis of incomplete otoneurologic data. - Jorma Laurikkala; Erna Kentala; Martti Juhola; Ilmari Pyykkö; Seppo Lammi (Int. J. Medical Informatics, 2000)

Improving Identification of Difficult Small Classes by Balancing Class Distribution. - Jorma Laurikkala (AIME, 2001)

Hierarchical Clustering of Female Urinary Incontinence - Data Having Noise and Outliers. - Jorma Laurikkala; Martti Juhola (ISMDA, 2001)

On Classification Capability of Neural Networks: A Case Study with Otoneurological Data. - Martti Juhola; Kati Viikki; Jorma Laurikkala; Ilmari Pyykkö; Erna Kentala (MedInfo, 2001)

Hierarchical Clustering of Fuzzy Data on Female Urinary Incontinence. - Jorma Laurikkala; Martti Juhola (MedInfo, 2001)

Analysis of the imputed female urinary incontinence data for the evaluation of expert system parameters. - Jorma Laurikkala; Martti Juhola; Seppo Lammi; Jorma Penttinen; Pauliina Aukee (Comput. Biol. Medicine, 2001)

Knowledge Discovery for Female Urinary Incontinence Expert System. - Jorma Laurikkala (2001)

Instance-based data reduction for improved identification of difficult small classes. - Jorma Laurikkala (Intell. Data Anal., 2002)

Stemming and lemmatization in the clustering of finnish text documents. - Tuomo Korenius; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (CIKM, 2004)

A Comparison of Different Heterogeneous Proximity Functions and Euclidean Distance. - Janne Lumijärvi; Jorma Laurikkala; Martti Juhola (MedInfo, 2004)

Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments. - Tuomo Korenius; Jorma Laurikkala; Martti Juhola; Kalervo Järvelin (Inf. Retr., 2006)

A study on automatic creation of a comparable document collection in cross-language information retrieval. - Tuomas Talvensaari; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (J. Documentation, 2006)

On metricity of two heterogeneous measures in the presence of missing values. - Martti Juhola; Jorma Laurikkala (Artif. Intell. Rev., 2007)

On the neural network classification of medical data and an endeavour to balance non-uniform data sets with artificial data extension. - Lassi Autio; Martti Juhola; Jorma Laurikkala (Comput. Biol. Medicine, 2007)

On principal component analysis, cosine and Euclidean measures in information retrieval. - Tuomo Korenius; Jorma Laurikkala; Martti Juhola (Inf. Sci., 2007)

Evaluation and classification of otoneurological data with new data analysis methods based on machine learning. - Markku Siermala; Martti Juhola; Jorma Laurikkala; Kati Iltanen; Erna Kentala; Ilmari Pyykkö (Inf. Sci., 2007)

Corpus-based cross-language information retrieval in retrieval of highly relevant documents. - Tuomas Talvensaari; Martti Juhola; Jorma Laurikkala; Kalervo Järvelin (J. Assoc. Inf. Sci. Technol., 2007)

Creating and exploiting a comparable corpus in cross-language information retrieval. - Tuomas Talvensaari; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola; Heikki Keskustalo (ACM Trans. Inf. Syst., 2007)

Focused web crawling in the acquisition of comparable corpora. - Tuomas Talvensaari; Ari Pirkola; Kalervo Järvelin; Martti Juhola; Jorma Laurikkala (Inf. Retr., 2008)

On Document Classification with Self-Organising Maps. - Jyri Saarikoski; Kalervo Järvelin; Jorma Laurikkala; Martti Juhola (ICANNGA, 2009)

A study of the use of self-organising maps in information retrieval. - Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (J. Documentation, 2009)

Self-Organising Maps in Document Classification: A Comparison with Six Machine Learning Methods. - Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola (ICANNGA (1), 2011)

Missing values: how many can they be to preserve classification reliability? - Martti Juhola; Jorma Laurikkala (Artif. Intell. Rev., 2013)

Classification of iPSC colony images using hierarchical strategies with support vector machines. - 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; et al. (CIDM, 2014)

On computation of calcium cycling anomalies in cardiomyocytes data. - 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 (EMBC, 2014)

Biometric verification of a subject with eye movements, with special reference to temporal variability in saccades between a subject's measurements. - Youming Zhang; Jorma Laurikkala; Martti Juhola (Int. J. Biom., 2014)

Dimensionality reduction in text classification using scatter method. - Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Markku Siermala; Martti Juhola (Int. J. Data Min. Model. Manag., 2014)

Homicide and Its Social Context: Analysis Using the Self-Organizing Map. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Markku Siermala; Martti Juhola (Appl. Artif. Intell., 2015)

Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. - 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 (Comput. Biol. Medicine, 2015)

Biometric verification with eye movements: results from a long-term recording series. - Youming Zhang; Jorma Laurikkala; Martti Juhola (IET Biom., 2015)

On the influence of training data quality on text document classification using machine learning methods. - Jyri Saarikoski; Henry Joutsijoki; Kalervo Järvelin; Jorma Laurikkala; Martti Juhola (Int. J. Knowl. Eng. Data Min., 2015)

Crime vs. demographic factors revisited: Application of data mining methods. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Martti Juhola (Webology, 2015)

A software tool for studying the size and shape of human cardiomyocytes. - Jyrki Rasku; Marisa Ojala; Risto-Pekka Pölönen; Henry Joutsijoki; Yulia Gizatdinova; Jorma Laurikkala; Kimmo Kartasalo; Katriina Aalto-Setälä; Martti Juhola (Biomed. Signal Process. Control., 2016)

Development of crime in England and Wales 1898-2001: Data mining using self-organising map. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Martti Juhola (SSCI, 2017)

GDP growth vs. criminal phenomena: data mining of Japan 1926-2013. - Xingan Li; Henry Joutsijoki; Jorma Laurikkala; Martti Juhola (AI Soc., 2018)