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Artificial Neural Networks in Biological and Environmental Analysis, Hanrahan


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Цена: 11482.00р.
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Автор: Hanrahan
Название:  Artificial Neural Networks in Biological and Environmental Analysis
ISBN: 9781138112933
Издательство: Taylor&Francis
Классификация:



ISBN-10: 1138112933
Обложка/Формат: Paperback
Страницы: 214
Вес: 0.40 кг.
Дата издания: 14.09.2017
Серия: Analytical chemistry
Язык: English
Иллюстрации: 22 tables, black and white; 7 illustrations, color; 55 illustrations, black and white
Размер: 235 x 159
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Biology, life sciences, MATHEMATICS / Probability & Statistics / General,SCIENCE / Chemistry / General,SCIENCE / Chemistry / Analytic
Основная тема: Bioinformatics
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

Originating from models of biological neural systems, artificial neural networks (ANN) are the cornerstones of artificial intelligence research. Catalyzed by the upsurge in computational power and availability, and made widely accessible with the co-evolution of software, algorithms, and methodologies, artificial neural networks have had a profound impact in the elucidation of complex biological, chemical, and environmental processes.

Artificial Neural Networks in Biological and Environmental Analysis provides an in-depth and timely perspective on the fundamental, technological, and applied aspects of computational neural networks. Presenting the basic principles of neural networks together with applications in the field, the book stimulates communication and partnership among scientists in fields as diverse as biology, chemistry, mathematics, medicine, and environmental science. This interdisciplinary discourse is essential not only for the success of independent and collaborative research and teaching programs, but also for the continued interest in the use of neural network tools in scientific inquiry.

The book covers:

  • A brief history of computational neural network models in relation to brain function
  • Neural network operations, including neuron connectivity and layer arrangement
  • Basic building blocks of model design, selection, and application from a statistical perspective
  • Neurofuzzy systems, neuro-genetic systems, and neuro-fuzzy-genetic systems
  • Function of neural networks in the study of complex natural processes

Scientists deal with very complicated systems, much of the inner workings of which are frequently unknown to researchers. Using only simple, linear mathematical methods, information that is needed to truly understand natural systems may be lost. The development of new algorithms to model such processes is needed, and ANNs can play a major role. Balancing basic principles and diverse applications, this text introduces newcomers to the field and reviews recent developments of interest to active neural network practitioners.




Sample Preparation for Biomedical and Environmental Analysis

Автор: D. Stevenson; I.D. Wilson
Название: Sample Preparation for Biomedical and Environmental Analysis
ISBN: 1489913300 ISBN-13(EAN): 9781489913302
Издательство: Springer
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Цена: 23508.00 р.
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Описание: Proceedings of a Chromatographic Society International Symposium held in Guildford, United Kingdom, July 23-25, 1991

Environmental Fate and Transport Analysis with Compartment Modeling

Автор: Little
Название: Environmental Fate and Transport Analysis with Compartment Modeling
ISBN: 1138074136 ISBN-13(EAN): 9781138074132
Издательство: Taylor&Francis
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Цена: 9645.00 р.
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Описание:

Environmental Fate and Transport Analysis with Compartment Modeling explains how to use the powerful, highly flexible, and intuitive compartment approach to estimate the distribution of chemical contaminants in environmental media in time and space.

Add this Easy-to-Use Approach to Your Environmental Modeling Toolbox

This numerical technique enables readers to easily develop the equations that describe complex environmental problems by assembling the equations out of compartmental building blocks. The compartments may describe spatial subunits of single- or multi-environmental media, and the way one hooks them together implicitly provides the dimensionality of the problem. With this approach, assembling the equations to describe chemical fate and transport in a three-dimensional, multimedia system is fundamentally no more challenging than a one-dimensional, single-medium problem.

Go Beyond "Black Box" Modeling with the Flexible GEM Software

The book includes access to the Generic Environmental Model (GEM), a new software package developed by the author. This software implements the compartment approach based on user-prepared input files and solves the resulting mathematical equations. It allows readers to solve linear, nonlinear, and steady-state problems and offers four methods for solving dynamic problems. Each solution technique is reviewed, along with the error properties and the criteria for avoiding or minimizing numerical errors. The book also describes solution techniques and the underlying mathematical theory for solving nonlinear systems.

Compartment Modeling from the Ground Up, Made Accessible to Non-Mathematicians

A user-friendly introduction to environmental compartment modeling for the beginning modeler, this is also a useful resource for the experienced modeler. It combines a reference on compartment modeling with a user's guide to the GEM. Throughout, the GEM is used to illustrate the theory with numerous examples, while the theoretical discussions illuminate the GEM's functionality.

Environmental Applications of Instrumental Chemical Analysis

Автор: Barbooti Mahmood
Название: Environmental Applications of Instrumental Chemical Analysis
ISBN: 1771880619 ISBN-13(EAN): 9781771880619
Издательство: Taylor&Francis
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Цена: 20671.00 р.
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Описание:

This book is a comprehensive review of the instrumental analytical methods and their use in environmental monitoring site assessment and remediation follow-up operations.

The increased concern about environmental issues such as water pollution, air pollution, accumulation of pollutants in food, global climate change, and effective remediation processes necessitate the precise determination of various types of chemicals in environmental samples. In general, all stages of environmental work start with the evaluation of organic and inorganic environmental samples. This important book furnishes the fundamentals of instrumental chemical analysis methods to various environmental applications and also covers recent developments in instrumental chemical methods.

Covering a wide variety of topics in the field, the book:

- Presents an introduction to environmental chemistry

- Presents the fundamentals of instrumental chemical analysis methods that are used mostly in the environmental work.

- Examines instrumental methods of analysis including UV/Vis, FTIR, atomic absorption, induced coupled plasma emission, electrochemical methods like potentiometry, voltametry, coulometry, and chromatographic methods such as GC and HPLC

- Presents newly introduced chromatographic methodologies such as ion electrophoresis, and combinations of chromatography with pyrolysis methods are given

- Discusses selected methods for the determinations of various pollutants in water, air, and land

Readers will gain a general review of modern instrumental method of chemical analysis that is useful in environmental work and will learn how to select methods for analyzing certain samples. Analytical instrumentation and its underlying principles are presented, along with the types of sample for which each instrument is best suited. Some noninstrumental techniques, such as colorimetric detection tubes for gases and immnosassays, are also discussed.

Effect-Directed Analysis of Complex Environmental Contamination

Автор: Werner Brack
Название: Effect-Directed Analysis of Complex Environmental Contamination
ISBN: 3642267890 ISBN-13(EAN): 9783642267895
Издательство: Springer
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Цена: 41925.00 р.
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Описание: This book is a valuable, comprehensive and interdisciplinary source of information for environmental scientists and environmental agencies dealing with the analysis, monitoring and assessment of environmental contamination.

Liquid Chromatography in Environmental Analysis

Автор: James F. Lawrence
Название: Liquid Chromatography in Environmental Analysis
ISBN: 1461297788 ISBN-13(EAN): 9781461297789
Издательство: Springer
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Цена: 30606.00 р.
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Environmental Analysis by Electrochemical Sensors and Biosensors

Автор: Ligia Maria Moretto; Kurt Kalcher
Название: Environmental Analysis by Electrochemical Sensors and Biosensors
ISBN: 1493956027 ISBN-13(EAN): 9781493956029
Издательство: Springer
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Цена: 15672.00 р.
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Описание: "Electrochemical sensors represent the oldest type of chemical sensors and are widely present in chemical laboratories, industries, healthcare and in many aspects of our daily life. During the past few decades biosensors mimicking biological receptors for the sake of analytical assessment have emerged as an extremely important and fruitful field in fundamental and applied electroanalytical chemistry. Research and routine analysis in environmental sciences have shown that electrochemical sensors and biosensors may supply useful information for solving problems from the quite general to the highly specific, dealing with environmental pollution or many other questions in connection with (bio)geochemical cycles or fundamental environmental chemical processes. Environmental analytical chemistry is a multidisciplinary field requiring the cooperation of chemists, biochemists, physicists, engineers and many other specialists, a collaboration which defines and guarantees the development and applicability of robust and highly sensitive sensors for chemical analysis and environmental monitoring. The aim of this book is to give an overview of the role of electrochemical sensors in environmental chemical analysis and on their operating principles. It provides detailed information on the applicability of such sensors to the determination of all the different substances of environmental importance. It is designed on one hand as a textbook for students and teachers, and, on the other, as a manual for researchers and applied scientists and engineers who are fully or marginally confronted with problems in context with environmental chemistry. Due to its multidisciplinary character the book synthesizes various viewpoints of different sciences and addresses chemists, physicists, pharmacists, medical doctors, engineers and in fact all who are interested, professionally or non-professionally, in the chemistry of our environment." --

Environmental Modeling and Health Risk Analysis (Acts/Risk)

Автор: Mustafa Aral ARAL
Название: Environmental Modeling and Health Risk Analysis (Acts/Risk)
ISBN: 9400792190 ISBN-13(EAN): 9789400792197
Издательство: Springer
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Цена: 13059.00 р.
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Описание: This serves as a comprehensive source for the advancements and contributions made in environmental transformation and transport modeling in general and the associated health risk assessment topics in particular.


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