In this contribution we introduce the Parallel Factor 2 (PARAFAC2) analysis as a novel method for the simultaneous detection and classification of neural action potentials. In order to measure these action potentials ...
The MENDEL conference was established in 1995 and it bears the name of the scientist and Augustinian priest Gregor J. Mendel, who discovered the famous Laws of Heredity. The main aim of the conference was to create a ...
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ISBN:
(数字)9783319978888
ISBN:
(纸本)9783319978871
The MENDEL conference was established in 1995 and it bears the name of the scientist and Augustinian priest Gregor J. Mendel, who discovered the famous Laws of Heredity. The main aim of the conference was to create a regular opportunity for students, academics and researchers to exchange their ideas and novel research methods.
The rapid increasing global systems complexity within the Knowledge Based Economy, the driver for the new coming Knowledge Society, provides "great challenges" to be undertaken within the innovative thinking...
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In this paper we present an interpreter framework designed for measuring static and dynamic characteristics of a Scade model[1]. While some of the software metrics have become industrial standards in software developm...
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Consortium blockchain-based A-CDM (Airport Collaborative Decision Making) was a decentralized technology solution proposed by some researchers in recent years to solve robustness, privacy, and security issues in the t...
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This paper presents a novel approach, called MODS, to build an accurate time evolving classifier from multiple one-class data streams learning time evolving classifier. Our proposed MODS approach works in two steps. I...
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ISBN:
(纸本)9781611972627
This paper presents a novel approach, called MODS, to build an accurate time evolving classifier from multiple one-class data streams learning time evolving classifier. Our proposed MODS approach works in two steps. In the first step, we first construct local one-class classifiers on the labeled positive examples from each sub-data stream respectively. We then collect the informative examples (support vectors) around each local one-class classifier, which can support the decision boundary of the classifier. This is called support vector preservation principle. In the second step, we construct a global one-class classifier on the collected informative examples. By using the support vector preservation principle, our proposed MODS explicitly addresses the problem of building accurate classifier from multiple one-class data streams. Extensive experiments on real life data streams have demonstrated that our MODS approach can achieve high performance and efficiency for the multiple one-class data streams learning in comparison with other approaches. Copyright SIAM.
Due to the direct contact between electrode and scalp, dry EEG electrodes are exposed to increased mechanical wear compared to conventional gel-based electrodes. However, state-of-the-art commercial cap systems common...
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Quality properties, so-called non-functional ones, have a fundamental influence on the development of software systems because they constitute the decisive factors for the design of a system's software architectur...
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This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in ...
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ISBN:
(数字)9783319580883
ISBN:
(纸本)9783319580876
This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in soft computing including intelligent image processing. The Mendel conference was established in 1995 and is named after the scientist and Augustinian priest Gregor J. Mendel who discovered the famous Laws of Heredity. The main aim of the conference is to create a regular possibility for students, academics and researchers to exchange ideas and novel research methods on a yearly basis.
Deaf persons usually relies on sign language to communicate with other human beings. This language is expressed through manual articulations in combination with non-manual elements, being a full rights language, with ...
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