Restricted universe data structures. - Erkki Mäkinen; Markku Siermala (ACM SIGCSE Bull., 2000)

Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method. - Markku Siermala (AIME, 2001)

Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction. - Markku Siermala; Martti Juhola; Mauno Vihinen (ISMDA, 2001)

On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures. - Markku Siermala; Martti Juhola; Mauno Vihinen (Comput. Biol. Medicine, 2001)

Behaviour of protein secondary structure types in the sequence space of a certain length. - Markku Siermala; Martti Juhola (Intell. Data Anal., 2002)

On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering. - Markku Siermala; Martti Juhola; Mauno Vihinen (Neural Comput. Appl., 2003)

Dynamic covariation between gene expression and proteome characteristics. - Mansour Taghavi Azar Sharabiani; Markku Siermala; Tommi O. Lehtinen; Mauno Vihinen (BMC Bioinform., 2005)

Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data. - Markku Siermala; Martti Juhola (Comput. Methods Programs Biomed., 2006)

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)

Neural network classification of otoneurological data and its visualization. - Markku Siermala; Martti Juhola; Erna Kentala (Comput. Biol. Medicine, 2008)

A scatter method for data and variable importance evaluation. - Martti Juhola; Markku Siermala (Integr. Comput. Aided Eng., 2012)

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)

Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples. - Henry Joutsijoki; Markku Siermala; Martti Juhola (Artif. Intell. Rev., 2015)