In this Master Job solving problem of don‘t use distributed, realized parallel computing, system for mechatronics tasks in Mechatronic Institute of Klaipeda university. Stated purpose and hypothesis ...that’s let to embed using of this system, with reference of raised tasks. In job detail analyzing distributed systems action and practical principles. The performing theoretical and experiential research let to accelerate using of these methods.
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Provider: Czech digital library/Česká digitální knihovna - Institution: Academy of Sciences Library/Knihovna Akademie věd ČR - Data provided by Europeana Collections- Aiming to hide the real money ...gains and to avoid taxes, fictive prices are sometimes recorded in the real estate transactions. This paper is concerned with artificial neural networks based screening of real estate transactions aiming to categorize them into "clear" and "fictitious" classes. The problem is treated as an outlier detection task. Both unsupervised and supervised approaches to outlier detection are studied here. The soft minimal hyper-sphere support vector machine (SVM) based novelty detector is employed to solve the task without the supervision. In the supervised case, the effectiveness of SVM, multilayer perceptron (MLP), and a committee based classification of the real estate transactions are studied. To give the user a deeper insight into the decisions provided by the models, the real estate transactions are not only categorized into "clear" and "fictitious" classes, but also mapped onto the self organizing map (SOM), where the regions of "clear", "doubtful" and "fictitious" transactions are identified. We demonstrate that the stability of the regions evolved in the SOM during training is rather high. The experimental investigations performed on two real data sets have shown that the categorization accuracy obtained from the supervised approaches is considerably higher than that obtained from the unsupervised one. The obtained accuracy is high enough for the technique to be used in practice.- All metadata published by Europeana are available free of restriction under the Creative Commons CC0 1.0 Universal Public Domain Dedication. However, Europeana requests that you actively acknowledge and give attribution to all metadata sources including Europeana
Provider: - Institution: - Data provided by Europeana Collections- Vertikalaus formato ekslibriso kompozicijos cente – gana grubaus piešinio liaudiškos Pietos – Sopulingosios Dievo Motinos – ...vaizdinys. Švč. Mergelės Marijos galvą vainikuoja stambi karūna ir nimbas su spinduliais, ant rankų ji laiko Jėzaus Kristaus kūną. Antrame ekslibriso kompozicijos plane – Vytauto Didžiojo muziejaus siluetas. Viršutinėje kompozicijos dalyje įrašas: „EX LIBR IS“, apačioje – „PAULIUS GALAUNĖ“. Darbas signuotas. Kairėje kompozicijos pusėje prie Pietos kojų įrašas „ČK“ Česlovas Kontrimas, dešinėje „RP1960“. Aprašė Miglė Banytė- All metadata published by Europeana are available free of restriction under the Creative Commons CC0 1.0 Universal Public Domain Dedication. However, Europeana requests that you actively acknowledge and give attribution to all metadata sources including Europeana
Provider: - Institution: - Data provided by Europeana Collections- Vaizde – penkių kariškai apsirengusių ginkluotų vyrų grupinė kompozicija kaimo kapinaičių ir jų tvoros fone.
Paveikslas į muziejų ...pateko 1940 m. po vykusios parodos „Alkos“ muziejuje.- All metadata published by Europeana are available free of restriction under the Creative Commons CC0 1.0 Universal Public Domain Dedication. However, Europeana requests that you actively acknowledge and give attribution to all metadata sources including Europeana
