Kentarou Fukuta

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Recent progress of bioinformatics technology has enabled large-scale screening of biomarker candidates. In this paper, we propose a new method called LEAF: LEAve-one-out Forward selection method for analysis of the gene expression data. Our proposed method has made it possible to construct the ranking of informative genes using the parameter which evaluates(More)
Automatic audio classification is a major topic in the fields of pattern recognition and data mining. This paper describes a new rule-based classification method (cREAD: classification Rule Extraction for Audio Data) for multi-class audio data. Typically, rule-based classification requires much computation cost to find rules from large datasets because of(More)
Management of health using ubiquitous technology is anticipated to safeguard human life in Japan's aging society. Effective management prevents illnesses from reaching a severe state in many cases. Therefore, it attracts attention for its overall reduction of medical expenses. Both maintenance of an infrastructure and expansion of its contents must be(More)
A biomarker is a substance that is used as a biological parameter of pathological or psychological conditions. Recent progress of bioinformatics technology has enabled large-scale screening of biomarker candidates. As described in this paper, we introduce a gene analysis method, LEAF, for finding informative genes from gene expression data, and propose an(More)
Advanced development of a system operating between humans and computers (human friendly system) is more important than the evolution of computer hardware. The salient obstacle to its progress is "How do we acquire and process Kansei? How do we produce a user model and a network service using Kansei?" For preliminary investigation, we constructed fatigue(More)
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