Markku Siermala

14 papers B 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2015 J jnl
Directed acyclic graph support vector machines in classification of benthic macroinvertebrate samples.
Artif. Intell. Rev.
Henry Joutsijoki, Markku Siermala, Martti Juhola
2015 J jnl
Homicide and Its Social Context: Analysis Using the Self-Organizing Map.
Appl. Artif. Intell.
Xingan Li, Henry Joutsijoki, Jorma Laurikkala, Markku Siermala, Martti Juhola
2014 J jnl
Dimensionality reduction in text classification using scatter method.
Int. J. Data Min. Model. Manag.
Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Markku Siermala, Martti Juhola
2012 J jnl
A scatter method for data and variable importance evaluation.
Integr. Comput. Aided Eng.
Martti Juhola, Markku Siermala
2008 J jnl
Neural network classification of otoneurological data and its visualization.
Comput. Biol. Medicine
Markku Siermala, Martti Juhola, Erna Kentala
2007 J jnl
Evaluation and classification of otoneurological data with new data analysis methods based on machine learning.
Inf. Sci.
Markku Siermala, Martti Juhola, Jorma Laurikkala, Kati Iltanen, Erna Kentala, Ilmari Pyykkö
2006 J jnl
Techniques for biased data distributions and variable classification with neural networks applied to otoneurological data.
Comput. Methods Programs Biomed.
Markku Siermala, Martti Juhola
2005 J jnl
Dynamic covariation between gene expression and proteome characteristics.
BMC Bioinform.
Mansour Taghavi Azar Sharabiani, Markku Siermala, Tommi O. Lehtinen, Mauno Vihinen
2003 J jnl
On Postprocessing of Neural Network Prediction of Polyproline Type II Secondary Structures: Network Spectrum, Response Analysis, and Scattering.
Neural Comput. Appl.
Markku Siermala, Martti Juhola, Mauno Vihinen
2002 J jnl
Behaviour of protein secondary structure types in the sequence space of a certain length.
Intell. Data Anal.
Markku Siermala, Martti Juhola
2001 — conf
Binary Vector of Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction.
ISMDA
Markku Siermala, Martti Juhola, Mauno Vihinen
2001 J jnl
On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures.
Comput. Biol. Medicine
Markku Siermala, Martti Juhola, Mauno Vihinen
2001 B conf
Prediction of Protein Secondary Structures of All Types Using New Hypersphere Machine Learning Method.
AIME
Markku Siermala
2000 J jnl
Restricted universe data structures.
ACM SIGCSE Bull.
Erkki Mäkinen, Markku Siermala