Noise Filtering for Big Data Analytics, Koushik Ghosh, Souvik Bhattacharyya
Автор: Koushik Ghosh, Souvik Bhattacharyya Название: Noise Filtering for Big Data Analytics ISBN: 3110697092 ISBN-13(EAN): 9783110697094 Издательство: Walter de Gruyter Рейтинг: Цена: 26024.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book explains how to perform data de-noising, in large scale, with a satisfactory level of accuracy. Three main issues are considered. Firstly, how to eliminate the error propagation from one stage to next stages while developing a filtered model.
Secondly, how to maintain the positional importance of data whilst purifying it. Finally, preservation of memory in the data is crucial to extract smart data from noisy big data. If, after the application of any form of smoothing or filtering, the memory of the corresponding data changes heavily, then the final data may lose some important information.
This may lead to wrong or erroneous conclusions. But, when anticipating any loss of information due to smoothing or filtering, one cannot avoid the process of denoising as on the other hand any kind of analysis of big data in the presence of noise can be misleading. So, the entire process demands very careful execution with efficient and smart models in order to effectively deal with it.
Автор: Mohinder S. Grewal,Angus P. Andrews Название: Kalman Filtering: Theory and Practice with MATLAB ISBN: 1118851218 ISBN-13(EAN): 9781118851210 Издательство: Wiley Рейтинг: Цена: 18050.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The definitive textbook and professional reference on Kalman Filtering fully updated, revised, and expanded This book contains the latest developments in the implementation and application of Kalman filtering.
Автор: Cao, Lu Название: Predictive Filtering For Microsatellite Control Systems ISBN: 0128218657 ISBN-13(EAN): 9780128218655 Издательство: Elsevier Science Рейтинг: Цена: 18528.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Predictive Filtering for Microsatellite Control Systems introduces technological design, modeling, stability analysis, predictive filtering, state estimation problem and real-time operation of spacecraft control systems in aerospace engineering. The book gives a systematically and almost self-contained description of the many facets of envisaging, designing, implementing or experimentally exploring predictive filtering for spacecraft control systems, along with the adequate designs of integrated modeling, dynamics, state estimation, and signal processing of spacecrafts and nonlinear systems.
Описание: This book covers the state-of-the-art on electrospun materials for the use of filters for water remediation, ion-exchange membranes and affinity membranes for the capture of selected chemical and biochemical species, as well as filtering applications covering air treatment, defense and protective applications, and oil-water separation. The book also provides an overview of the landscape of marketed electrospun filters and of technical approaches for the large scale production of nanofibrous non-woven filter media. This is an ideal book for biomaterials and polymer researchers interested in the applications of filtering media by electrospinning. This book also: * Covers the latest research on ion-exchange membranes and affinity membranes for capture of cells and biological substances * Broadens reader understanding of antimicrobial electrospun filters and sieving filters for liquid microfiltration * Reviews exhaustively the key recent research into electrospun filters for oil-water separation, heavy metals removal, and defense and protective applications
Автор: Bhatnagar Vishal Название: Collaborative Filtering Using Data Mining and Analysis ISBN: 1522504893 ISBN-13(EAN): 9781522504894 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 28413.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to sift through and categorize the overload of data while removing redundant material. Collaborative Filtering Using Data Mining and Analysis evaluates the latest patterns and trending topics in the utilization of data mining tools and filtering practices. Featuring emergent research and optimization techniques in the areas of opinion mining, text mining, and sentiment analysis, as well as their various applications, this book is an essential reference source for researchers and engineers interested in collaborative filtering.
Описание: The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.This book includes MATLAB codes to illustrate each of the main steps of the theory, offering a self-contained guide suitable for independent study.
Автор: Witold Abramowicz; Pawel J. Kalczynski; Krzysztof Название: Filtering the Web to Feed Data Warehouses ISBN: 1852335793 ISBN-13(EAN): 9781852335793 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This work discusses how to use information available on the Web to supply company data warehouses.
Описание: This book discusses the latest advances in singular spectrum-based algorithms for seismic data processing, providing an update on recent developments in this field.
Автор: Abramowicz, Witold Kalczynski, Pawel J. Wecel, Krzysztof Название: Filtering the web to feed data warehouses ISBN: 1447111079 ISBN-13(EAN): 9781447111078 Издательство: Springer Рейтинг: Цена: 11179.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Introduces a structured decision-making process that draws heavily from principle-based and positive ethics and provides practical applications of the APA Ethics Code while also accounting for federal laws and regulations. Detailed case examples illustrate how to apply this process in a variety of treatment contexts, including hospitals, long-term care facilities, and hospice care.
Автор: Mahmoud, Magdi S. , Xia, Yuanqing Название: Networked Filtering and Fusion in Wireless Sensor Networks ISBN: 1138374938 ISBN-13(EAN): 9781138374935 Издательство: Taylor&Francis Рейтинг: Цена: 9492.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces the subject of multi-sensor fusion as the method of choice for implementing distributed systems. Examining the state of the art in information fusion, it covers the known methods, algorithms, architectures, and models of information fusion and discusses their applicability in the context of wireless sensor networks. After reading the book, readers will understand how to model parts of dynamic systems and use those models to develop distributed fusion control algorithms based on feedback control theory.
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