Lidia Ogiela's Advances in Cognitive Information Systems PDF

By Lidia Ogiela

ISBN-10: 3642252451

ISBN-13: 9783642252457

The improvement of laptop technology is now so swift that we, the readers, in-creasingly obtain expertise information approximately new options and functions which quite often straddle the border among the true and the digital worlds. machine technological know-how is usually the world during which cognitive technology is witnessing a renaissance, be-cause its blend with technical sciences has given start to a huge clinical self-discipline referred to as cognitive informatics. And it really is this self-discipline which has turn into the most topic of this monograph, that is additionally to function one of those advisor to cognitive informatics difficulties.

This booklet is the results of paintings on platforms for the cognitive research and inter-pretation of assorted information. the aim of such an analytical technique is to teach that for an in-depth research of information, the layers of semantics contained in those units has to be taken into consideration. The interdisciplinary nature of the suggestions proposed implies that the topic of cognitive platforms forming a part of cognitive informatics turns into a brand new problem for the study and alertness paintings performed.

The authors of this monograph desire that it'll advisor Readers on a fascinating and actual trip throughout the intricacies of data and cognitive technology.

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The improvement of laptop technological know-how is now so swift that we, the readers, in-creasingly obtain expertise information approximately new recommendations and purposes which quite often straddle the border among the genuine and the digital worlds. laptop technological know-how can be the world during which cognitive technological know-how is witnessing a renaissance, be-cause its mixture with technical sciences has given beginning to a huge medical self-discipline known as cognitive informatics.

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In the case of the long-term memory, the reaction to the stimulus may occur directly or through the short-term memory [67], [75]. 9). 1 Formal Cognitive Models 31 Fig. 9. Block memory model. Source: developed on the basis of [63] Another feature of the memory model presented here is that information processing operations are measured in seconds and bits. The seconds tell how information processing operations change over time, and the bits represent the quantity of information processed. The authors of this concept found that the human memory system is capable of processing between 109 and 1011 bits of information per second.

These may be production machines, but they may also be humanoid robots or artificial brains. Cognitive machine models are created by stimulating cognitive solutions applied to artificial intelligence tasks and activating processes of natural intelligence to identify the appropriate cognitive solutions and structures. In addition, cognitive analysis processes are applied to semantic (cognitive) solutions which become the foundation of the application solutions developed. Artificial intelligence solutions are also of great importance for developing control mechanisms, which represent a significant component of the applications developed.

The straightening transform). 4 Semantic Categorisation 49 Fig. 21. Pre-processing in the process of understanding the analysed medical image The presented approach to the analysis is a concept aimed at the semantic interpretation of medical images [87], [92], [97]. Pre-processing produces images cleaned of noise and reduced to such an extent, in the sense of eliminating superfluous details, that they become graphs of ‘straightened’ structures, which are then approximated using an adaptively selected broken line.

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Advances in Cognitive Information Systems by Lidia Ogiela

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