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Learning Comprehensible Models for Analysis and Predictions in Scientific Databases

Learning Comprehensible Models for Analysis and Predictions in Scientific Databases

Autorzy
Wydawnictwo Apprimus Verlag
Data wydania
Liczba stron 202
Forma publikacji książka w miękkiej oprawie
Język angielski
ISBN 9783863592059
Kategorie Technologia informacyjna i komputerowa
284.55 PLN (z VAT)
$64.01 / €61.01 / £52.96 /
Produkt na zamówienie
Dostawa 3-4 tygodnie
Ilość
Do schowka

Opis książki

Efficient handling and analysis of experimental measurements is an essential part of research and development in a multitude of disciplines (e.g., engineering, chemistry, biology), since these contain information about the underlying processes. Researchers investigate processes by running experiments and gathering potentially a huge amount of data which is then to be evaluated. For environmental monitoring wireless sensor networks are used to collect data at spatially and temporally discrete positions. In mechanical engineering and related areas, potentially complex test-benches are set up and observations are recorded. Besides an efficient and effective way of exploring multiple results, researchers strive to discover correlations within the measured data. Moreover, model-based prediction of expected measurements can be highly beneficial for designing further experiments.

Learning Comprehensible Models for Analysis and Predictions in Scientific Databases

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