Authors:Aniruddha Datta, Edward R. Dougherty,
Publisher: CRC Pre
Keywords: control, processing, signal, genomic, introduction
Number of Pages: 288
Published: 2006-11-14
List price: $119.95
ISBN-10: 0849371988
ISBN-13: 9780849371981

Studying large sets of genes and their collective function requires tools that can easily handle huge amounts of information. Recent research indicates that engineering approaches for prediction, signal processing, and control are well suited for studying multivariate interactions. A tutorial guide to the current engineering research in genomics, Introduction to Genomic Signal Processing with Control provides a state-of-the-art account of the use of control theory to obtain intervention strategies for gene regulatory networks. The book builds up the necessary molecular biology background with

Authors:Ilya Shmulevich, Edward R. Dougherty,
Publisher: SIAM-Society for Industrial and Applied Mathematic
Keywords: networks, gene, regulatory, control, modeling, boolean, probabilistic
Number of Pages: 281
Published: 2009-12-15
List price: $59.00
ISBN-10: 0898716926
ISBN-13: 9780898716924

This is the first comprehensive treatment of probabilistic Boolean networks (PBNs), an important model class for studying genetic regulatory networks. This book covers basic model properties, including the relationships between network structure and dynamics, steady-state analysis, and relationships to other model classes. It also discusses the inference of model parameters from experimental data and control strategies for driving network behavior towards desirable states. The PBN model is well suited to serve as a mathematical framework to study basic issues dealing with systems-based genomi

Authors:Divyendu Sinha, Edward R. Dougherty,
Publisher: SPIE Publications
Keywords: tutorial, tt23, vol, texts, optical, engineering, text, introduction, based, imaging, systems, spie, computer
Number of Pages: 332
Published: 1997-12-11
List price: $48.00
ISBN-10: 0819421057
ISBN-13: 9780819421050

This text is designed to provide a wide range of readers with a technical understanding of computer-based imaging systems and how these systems interact with digital image processing algorithms. It is written for scientists and engineers who need to understand the image-computation relationship. Many figures are included to promote conceptual understanding of various computation streams and relationships. Case studies illustrate practical applications. Contents: - Boolean logic - Image processing - Image compression - Basic computer architecture - Advanced architectures - Image processor: cas

Authors:Edward R. Dougherty, Roberto A. Lotufo,
Publisher: SPIE Publications
Keywords: optical, engineering, vol, tt59, texts, tutorial, morphological, image, processing, spie, hands
Number of Pages: 272
Published: 2003-07-24
List price: $61.00
ISBN-10: 081944720X
ISBN-13: 9780819447203

Morphological image processing, now a standard part of the imaging scientist’s toolbox, can be applied to a wide range of industrial applications. Concentrating on applications, this book shows how to analyze a problem and then develop successful algorithms based on the analysis. The book is hands-on in a very real sense: readers can download a demonstration toolbox of techniques and images from the Web so they can process the images according to examples in the text.Contents - Preface - List of Symbols - Binary Erosion and Dilation - Binary Opening and Closing - Morphological Processing

Author: Edward R. Dougherty; Ilya Shmulevich; Jie Chen; Z.
Publisher: Hindawi Publishing Corporation
Keywords: signal, processing, series, communications, book, statistics, genomic, eurasip
Number of Pages: 449
Published: 2005-04
List price: $120.00
ISBN-10: 9775945070
ISBN-13: 9789775945075

Recent advances in genomic studies have stimulated synergetic research and development in many cross-disciplinary areas. Genomic data, especially the recent large-scale microarray gene expression data, represents enormous challenges for signal processing and statistics in processing these vast data to reveal the complex biological functionality. This perspective naturally leads to a new field, genomic signal processing (GSP), which studies the processing of genomic signals by integrating the theory of signal processing and statistics. Written by an international, interdisciplinary team of auth

Author: Dougherty
Publisher: CRC Pre
Keywords: science, engineering, optical, methods, image, processing, digital
Number of Pages: 504
Published: 1994-01-12
List price: $249.95
ISBN-10: 082478927X
ISBN-13: 9780824789275

This unique reference presents in-depth coverage of the latest methods and applications of digital image processing-describing various computer architectures ideal for satisfying specific image processing demands. Providing timesaving access to practical algorithms necessary to accomplish key digital image processing tasks, Digital Image Processing Methods details nonlinear image filtering for enhancement and restoration elucidates morphological segmentation of both particles and textures discusses skeletonization investigates current pattern recognition technology, including handwritten chara

Author: Ray C. Dougherty
Publisher: Psychology Press
Keywords: grammar, prolog, generative, english, language, computing, natural
Number of Pages: 400
Published: 1994-11-01
List price: $130.00
ISBN-10: 0805815252
ISBN-13: 9780805815252

This book’s main goal is to show readers how to use the linguistic theory of Noam Chomsky, called Universal Grammar, to represent English, French, and German on a computer using the Prolog computer language. In so doing, it presents a follow-the-dots approach to natural language processing, linguistic theory, artificial intelligence, and expert systems. The basic idea is to introduce meaningful answers to significant problems involved in representing human language data on a computer. The book offers a hands-on approach to anyone who wishes to gain a perspective on natural language pro