Markku Siermala

According to our database, Markku Siermala authored at least 14 papers between 2000 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples.

Henry Joutsijoki, Markku Siermala, Martti Juhola

Artif. Intell. Rev., 2015

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

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

2012

A scatter method for data and variable importance evaluation.

Martti Juhola, Markku Siermala

Integr. Comput. Aided Eng., 2012

2008

Neural network classification of otoneurological data and its visualization.

Markku Siermala, Martti Juhola, Erna Kentala

Comput. Biol. Medicine, 2008

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

2006

Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data.

Markku Siermala, Martti Juhola

Comput. Methods Programs Biomed., 2006

2005

Dynamic covariation between gene expression and proteome characteristics.

Mansour Taghavi Azar Sharabiani, Markku Siermala, Tommi O. Lehtinen, Mauno Vihinen

BMC Bioinform., 2005

2003

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

2002

Behaviour of protein secondary structure types in the sequence space of a certain length.

Markku Siermala, Martti Juhola

Intell. Data Anal., 2002

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

Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction.

Markku Siermala, Martti Juhola, Mauno Vihinen

Proceedings of the Medical Data Analysis, Second International Symposium, 2001

Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method.

Markku Siermala

Proceedings of the Artificial Intelligence Medicine, 2001

2000

Restricted universe data structures.

Erkki Mäkinen, Markku Siermala

ACM SIGCSE Bull., 2000