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Instruction to Statistical Pattern Recognition

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Introduction to Statistical Pattern Recognition introduces the reader to statistical pattern recognition, with emphasis on statistical decision and estimation. Pattern recognition problems are discussed in terms of the eigenvalues and eigenvectors.  Comprised of 11 chapters, this book opens with an overview of the formulation of pattern recognition problems. The next chapter is devoted to linear algebra, with particular reference to the properties of random variables and vectors. Hypothesis testing and parameter estimation are then discussed, along with error probability estimation and linear classifiers. The following chapters focus on successive approaches where the classifier is adaptively adjusted each time one sample is observed; feature selection and linear mapping for one distribution and multidistributions; and problems of nonlinear mapping. The final chapter describes a clustering algorithm and considers criteria for both parametric and nonparametric clustering.  This monograph will serve as a text for the introductory courses of pattern recognition as well as a reference book for practitioners in the fields of mathematics and statistics.

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Molecular Basis of Biological Activity documents the proceedings of a symposium on the Molecular Basis of Biological Activity held in Caracas, Venezuela, July 11-17, 1971. This was the First Meeting of the Pan-American Association of Biochemical Societies (PAABS), and was organized by the Asociacion Venezolana de Bioquimica.  The book begins by presenting a lecture on advances in the study of the mechanism of polysaccharide synthesis. This is followed by studies on rabbit muscle aldolase; the catalytic function of a-glycerolphosphate dehydrogenase; the functional and structural roles of metals in metalloenzymes; and enzyme adaptation in mammals. Separate chapters cover collagen biosynthesis and the mechanisms involved in its regulation; the organization of lipids in bilayers; the behavior of water-lipid interactions; the permease or transport systems in the mitochondrial membrane; and interaction between TTX and STX with isolated nerve membrane constituents. The final chapter examines the coupling of respiration via specific dehydrogenases to the transport of amino acids and many sugars.

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Carnitine Biosynthesis Metabolism, And Functions

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Carnitine Biosynthesis, Metabolism, and Functions contains the proceedings of the Virginia Lazenby O'Hara Biochemistry Symposium held in Dallas, Texas, from March 31 to April 1, 1979. The papers explore all aspects of carnitine metabolism, including its biosynthesis, regulation, transport, and functions.   Comprised of 24 chapters divided into four sections, this book opens with a brief review of the situation which led to the discovery of carnitine as a vitamin and its role in acetylation. The discussion then turns to the chemistry and biosynthesis of carnitine in Neurospora crassa, rat kidney, and humans. The purification of enzymes involved in the conversion of trimethyllysine to trimethylaminobutyrate is also considered. The following chapters examine carnitine transport across the plasma membrane; formation and utilization of isobutyrylcarnitine; regulation of blood carnitine and carnitine acyltransferases in the perinatal period; and inhibitors of carnitine transport and metabolism. The final section is devoted to medical and clinical aspects of carnitine, touching on topics such as the possible causes and effects of carnitine deficiency in humans; carnitine deficiency in cirrhosis; protective effects of L-carnitine on ischemic heart; and changes in carnitine-linked metabolism during ischemia, thermal injury, and shock.  This monograph will be a useful resource for biochemists and those interested in the physiological roles of carnitine.

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Peat: Industrial Chemistry and Technology explores the chemistry and chemical technology of peat as a chemical feedstock. The processes that generate peat chemicals, such as solvent extraction and acid hydrolysis, are discussed. Some of the more important implications of peat use for humans and nature are also pointed out.  This book describes alternative technologies for each of the major organic components of peat, including solvent extraction of peat bitumens; decolorization and oxidation of peat waxes; acid hydrolysis of unfractionated peat; and coke production. Other chapters discuss chemical characterization and analysis of peat; composition and hydrolysis of peat carbohydrates; composition of peat hydrolysates intended for yeast production; production of organic chemicals by peat hydrolysis; and scale of peat chemical operations. The final chapter examines the ecological and other environmental factors affecting the chemical technology of peat.  This monograph will be a useful source of information for chemists, engineers, and managers interested in the industrial potential of peat as a chemical feedstock.

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Polycyclic Hydrocarbons and Cancer, Volume 1: Environment, Chemistry, and Metabolism brings together information from many diverse disciplines in the environmental, chemical, biological, and medical sciences to provide a comprehensive account of the link between polycyclic aromatic hydrocarbons (PAHs) and cancer.   This volume consists of 19 chapters divided into seven sections based on the following themes: Energy Sources; Environmental Occurrence and Monitoring; Tobacco Carcinogenesis; Chemistry, Carcinogenicity, and Theory; Metabolism and Activation; Enzymology; and Pharmacokinetics. The first three chapters focus on the energy sources, occurrence and surveillance, and environmental monitoring of PAHs. The discussion then turns to the link between smoking and cancer; the carcinogenicity of 5-methylchrysene; synthesis and reactions of diol epoxides and related metabolites of carcinogenic hydrocarbons; and enzymes of oxygenation. The final chapter is devoted to the pharmacokinetics of chemically reactive metabolites.  This book will be of interest to investigators and educators concerned with scientific aspects of PAH research; government officials and elected representatives as well as industry leaders who must confront and solve the problems related to PAHs; and others in various fields such as chemistry, environmental science, biochemistry and enzymology, pharmacology, molecular and cell biology, and genetics.

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Optical Image Formation and Processing describes modern physical optics, particularly concerning interference, diffraction, and a simplified theory of partial coherence. The book also discusses polarization, with emphasis on interference phenomena on polarized light. An image is formed in terms of the filtering of spatial frequencies, filtering that is due to transfer function. The text explains holographya reconstruction of the image of an object beginning from the diffraction patterns produced by the object. A computer can also create artificial variations from the photographic plate which records the hologram, and can synthesize the hologram. The book cites an example of the synthesis of a hologram by a computer using the principle of binary holograms. The text also reviews some experiments dealing with the properties of lasers associated with temporal coherence and power. The book explains that lasers can carry large amounts of information due to their very high frequencies in the order of 300, 000 gigahertz, and recommends the use of optical fibers as the transmission medium instead of using open air. This book can prove useful for technicians, students, and professor connected with optical physics.

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Tree Rings and Climate deals with the principles of dendrochronology, with emphasis on tree-ring studies involving climate-related problems. This book looks at the spatial and temporal variations in tree-ring growth and how they can be used to reconstruct past climate. Factors and conditions that appear most relevant to tree-ring research are highlighted.  Comprised of nine chapters, this book opens with an overview of the basic biological facts and principles of tree growth, as well as the most important terms, principles, and concepts of dendrochronology. The discussion then shifts to the basic biology governing the response of ring width to variation in climate; systematic variations in the width and cell structure of annual tree rings; and the significance of tree growth and structure to dendroclimatology. The movement of materials and internal water relations of trees are also considered, along with photosynthesis, respiration, and the climatic and environmental system. Models of the growth-climate relationships as well as the basic statistics and methods of analysis of these relationships are described. The final chapter includes a general discussion of dendroclimatographic data and presents examples of statistical models that are useful for reconstructing spatial variations in climate.  This monograph will be of interest to climatologists, college students, and practitioners in fields such as botany, archaeology, hydrology, oceanography, biology, physiology, forestry, and geophysics.

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Machine Vision: Algorithms, Architectures, and Systems contains the proceedings of the workshop ""Machine Vision: Where Are We and Where Are We Going?"" sponsored by the Center for Computer Aids for Industrial Productivity (CAIP) at Rutgers University and held in April 1987 in New Brunswick, New Jersey. The papers review the state of the art of machine vision and sets directions for future research. Topics covered include ""smart sensing"" in machine vision, computer architectures for machine vision, and range image segmentation.  Comprised of 14 chapters, this book opens with an overview of ""smart sensing"" strategies in machine vision and illustrates how smart sensing may fit into a general purpose vision system by implementing a flexible, modular system called Pipeline Pyramid Machine. The discussion then turns to a hierarchy of local autonomy for processor arrays, focusing on the progression from pure SIMD to complete MIMD as well as the hardware penalties that arise when autonomy is increased. The following chapters explore schemes for integrating vision modules on fine-grained machines; computer architectures for real-time machine vision systems; the application of machine vision to industrial inspection; and characteristics of technologies and social processes that are inhibiting the development and/or evolution of machine vision. Machine vision research at General Motors is also considered. The final chapter assesses future prospects for machine vision and highlights directions for research.   This monograph will be a useful resource for practitioners in the fields of computer science and applied mathematics.

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Biochemistry of Thermophily covers the proceedings of a seminar held under the auspices of the U.S.-Japan Cooperative Science Program at the East-West Center in Honolulu, Hawaii on June 22-24, 1977. This seminar focuses on biochemistry of thermophilic microorganisms. It presents an achievement in the complex field of thermophiles and their unique properties.  This book discusses the fatty acid composition in several strains of moderately and extremely thermophilic bacteria, the membrane and lipid components, the biosynthesis and function of ?-cyclohexyl fatty acids, and the influence of growth temperature and lipid state on lipid and protein distribution. It then presents the ecologic and genetic aspects of thermophilic bacteria, including their morphology, surface structure, and transfection. It also examines the function and thermostability of ribosomal proteins, polypeptides, and polyamines in thermophilic bacteria. Finally, the book discusses the thermostability of proteins, the effect of amino acid substitution on conformational stability of thermophile, the thermophilic enzymes, and the physiology of thermophilic bacteria.  This book will be helpful to molecular and research biologists, teachers, and students who wish to expand their understanding on mechanisms of thermophilicity, thermostability, and thermophilic microorganisms.

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Sea Mammals and Oil: Confronting the Risks

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Sea Mammals and Oil: Confronting the Risks summarizes the effects of spilled petroleum, or oil, on five groups of marine mammals, including seals, whales and dolphins, sea otters, polar bears, and manatees. It poses questions concerning the extent of oil spill effects on marine mammals; the vulnerability of each species; and the probable effects to humans, domestic animals, and laboratory animals.  After an introduction to the composition and fate of petroleum and spill-treating agents in the marine environment, the book discusses the use of risk assessment and mathematical/computer models in evaluating the effects of oil in marine mammal populations. Chapters 3 to 11 examine the ecological perspectives, physiologic, and toxic effects of oil on five mammal groups. The effect of oil on their behavior and the detection and avoidance of oil spill are also discussed.  With a strong focus on risk assessment, this book is ideal for petroleum chemists and technologists, marine biologists, and veterinary medicine researchers.

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Membranes, Mitochondria, and Connective Tissues

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Submicroscopic Cytochemistry, Volume II: Membranes, Mitochondria, and Connective Tissues presents laboratory findings and theoretical aspects of the cytochemistry of cellular membranes, mitochondria, and connective tissues. Emphasis is on the molecular and macromolecular organization of cellular membranes, along with the origin and distribution of the major macromolecular aggregates of connective tissue.  This volume consists of 11 chapters and begins by discussing the results of cytochemical studies on lipid and protein components of membranes in acinar and hepatic cells of the murine pancreas. The following chapters focus on densitometric studies of lipid membranes in pancreatic acinar cells of the mouse; the distribution of lipids and proteins in mitochondria of hepatic and exocrine pancreatic cells of adult mice, and of nucleic acids in mitochondria of embryonic cells; and possible precursor granules in fibroblasts, chondrocytes, and osteoblasts. The distribution of DNA and of soluble and insoluble RNAs in chondrocytes of the epiphyseal plate of the rat tibia is also examined, along with vascularity in tendons of young rats.  This monograph will be of interest to cytochemists, biochemists, and molecular biologists.

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Nutrition and Immunity discusses the interaction between nutrition, immune function, and immunity, based on empirical and epidemiologic point of view. It is organized into 14 chapters that focus on experimental studies on laboratory animals, including animal models to isolate specific factors in the interaction between nutrition and immunity.    The book starts with an introduction to the potential impact of nutritional factors on immune responsiveness. Two chapters deal with the evaluation of immune function and nutritional assessment. Other chapters present classic observations on malnutrition and infectious disease, involving field studies as well as studies on the effect of nutritional factors on immune ontogeny. The following chapters examine issues related to caloric intake, proteins, minerals, vitamins, lipids, breast milk, and alcohol, as well as their effects in immune function and immunity. The books final chapters cover future directions and the potential role of nutritional modulation in immune dysfunction. Each chapter is meant to be an authoritative review presenting the state of the art as well as providing key illustrations from classic papers in a given field.   Nutritionists, immunologists, scientists, and researchers will find this book very helpful in expanding their knowledge in the interrelationship between nutrition and immunity.

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Fermented Food Beverages in Nutrition presents the proceedings of International Symposium on Fermented Food Beverages in Nutrition convened at the Mayo Clinic in Rochester, Minnesota. It focuses on the contributions of alcoholic beverages in nutrition. It discusses the effects of specific alcoholic beverages, such as wine, beer, and certain distilled spirits, in human health.  Organized into seven parts, encompassing 31 chapters, the book starts by discussing the history of alcoholic beverages and their nutrient contributions. Part II focuses on fermentation process, its history, biochemistry, nutrient synthesis by yeast, wine fermentation and aging, and beer brewing. Part III discusses the production and consumption trends of beer and wine, with emphasis on the changing attitudes of Americans toward wine consumption. Metabolism and therapeutic application of alcoholic beverages are examined in part IV. Discussions include role of alcoholic beverages in gerontology and ketogenesis, and the effect of alcoholic beverage incorporation into therapeutic diets. Part V highlights the effects of misuse and abuse of alcoholic beverages in various human body systems, including gastrointestine, pancreas, liver, and cardiovascular and nervous systems, as well as in cancer development and offspring effects during prenatal alcohol exposure. Parts VI and VII discuss the use of miniature swine as model for the study of human alcoholism and socioeconomic aspects of alcohol abuse.  With the aim of bringing together existing factual knowledge concerning nutrition and health contributions of alcoholic beverages, this book is ideal for food scientists, nutritionists, dieticians, and researchers.

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Atomic Radiative Processes provides a unified treatment of the theory of atomic radiative processes. Fourier transforms are used to obtain solutions of time-dependent Schrodinger equations, and coupled differential equations are transformed to coupled linear equations that in most cases can be readily solved.  This book consists of nine chapters and begins with an overview of some of the properties of the classical field and its interaction with particles, focusing on those aspects needed for a better understanding of quantum theory. The Hamiltonian formalism is used to quantize the field, and the density of states of the radiation field is considered. The following chapters focus on a few Fourier transform techniques and their application to such areas as coherence properties of the field and amplitude and intensity correlations; the theory of angular momentum; the properties of irreducible tensors; quantization of the radiation field; and photon states. The interaction of a two-level atom with single modes of the radiation field is also discussed, along with spontaneous emission and decay processes; the evolution of coupled atomic states; the frequency distribution of emitted radiation; and radiative excitation and fluorescence.  This monograph is intended for students and researchers in pure and applied physics.

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Machine Vision for Inspection and Measurement

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Machine Vision for Inspection and Measurement contains the proceedings of the Second Annual Workshop on Machine Vision sponsored by the Center for Computer Aids for Industrial Productivity (CAIP) at Rutgers University and held on April 25-26, 1988 in New Brunswick, New Jersey. The papers explore the application of machine vision to inspection and measurement and cover topics such as the problem of object-pose estimation and depth recovery through inverse optics. The use of machine vision techniques in inspection of integrated circuits and semiconductor wafers is also discussed.  Comprised of 11 chapters, this book opens with the problem of using fine-grained parallel machines for VLSI inspection. The discussion then turns to a variety of real-life applications of machine vision, including inspection of integrated circuits, semiconductor wafers, TV-tube glass, and mechanical parts. The use of machine vision to measure the curvature of the human cornea for vision correction and contact lens fitting purposes is also considered. The remaining chapters focus on motion estimation from stereo sequences using orthographic-view algorithms; photometric sampling for determining surface shape and reflectance; and efficient depth recovery by means of inverse optics. A chapter addresses the question of whether the industry is ready for machine vision and comes up with some optimistic predictions.  This monograph will be of interest to practitioners in the fields of computer science and applied mathematics.

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Theory of Unimolecular Reactions provides a comprehensive analysis of the theory of unimolecular reactions, also known to kineticists as the Rice-Marcus or the Rice-Ramsperger-Kassel-Marcus theory, and to those working in mass spectrometry and related fields as the quasi-equilibrium theory or the theory of mass spectra. This book demonstrates how theoretical parameters are related to experimental observables and describes the methods that are used to obtain useful numerical answers.  This monograph consists of 11 chapters and begins by explaining the derivation of the expression for the basic rate k(E), with emphasis on the unimolecular rate constant, intramolecular energy transfer, and potential energy surfaces in unimolecular reactions. The statistical calculation of unimolecular rate under vibrational potential is also given, along with pertinent degrees of freedom. The remaining chapters explore the energy distribution functions appropriate to each system, the averaging of k(E), and the relations between theoretical and experimental parameters. Thermal reactions, chemical activation systems, and the theory of mass spectra are examined. The last chapter is devoted to the transition state and its ambiguities.  This text will be of interest to gas kineticists, mass spectrometrists, and students and researchers working in the field of physical chemistry.

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Chemical Zoology, Volume VI, Arthropoda Part B, provides zoologists and chemists with an overview of the state of knowledge in chemistry and zoology and an introduction to the existing literature. The treatise is arranged by phyla, an arrangement which seemed most suitable for presenting chemical information of zoological significance and for bringing to the attention of chemists those aspects of biochemical diversity of greatest potential interest. Each section, dealing with a major phylum, is introduced by a discussion of the biology and systematics of the group. This is followed by chapters dealing with various aspects of the biochemistry of the group.  This volume contains 11 chapters that discuss the integument, hemolymph, blood respiratory pigments, hemolymph coagulation excretion, pigments, chemistry, toxicology, and pharmacology of Arthropoda. The respiration, energy metabolism, and chemical ecology of Crustacea as well as the oxidative metabolism of Insecta are also covered.

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Interferons: A Primer covers general information on interferon, including analysis, purification, production, properties, mechanism of action, and clinical uses.  Organized into 10 chapters, the book starts with a short history of interferons discovery by Isaacs and Lindenmann, followed by topics on assays for interferon, such as factors affecting interferon assays and rapid biological assay. Chapters 3 to 6 discuss the purification, properties, production, antiviral action, and other functions of interferon. Chapters 7 and 8 examine the recovery from viral infection and clinical uses of interferon, with emphasis on treatment of human cancer. The concluding chapters focus on the application of interferon studies on two revolutionizing fields of biology, namely, the cloning of animal genes in microorganisms and the production of monoclonal antibodies.  This book is intended for students, scientists, physicians, or educated laypersons who wish to know something about interferons, but do not plan carrying out research in this area.

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The Mouse in Biomedical Research, Volume I: History, Genetics, and Wild Mice focuses on the utility of the mouse as a laboratory animal in biomedical research. A historical perspective on the development and origins of the laboratory and wild mouse is given. The diversity of inbred strains of mice as well as the methods of developing and the genetic monitoring and testing of these strains are discussed.  This volume consists of 14 chapters and begins with an overview of mice of the genus Mus and problems concerning evolution within the genus. The following chapters focus on taxonomy, nomenclature, and breeding systems, together with recombinant inbred and congenic resistant mouse strains. Methods of constructing, testing, and monitoring strains are described. Congenic strains, gene mapping, cytogenetics, and murine experimental studies are also considered, along with the histocompatibility-2 complex and radiation genetics. The final chapter is devoted to the pharmacogenetics of the laboratory mouse, paying particular attention to intoxication and detoxication pathways, genetically determined differences in xenobiotic metabolism, and pharmacogenetic polymorphisms.   This book will be a useful reference for investigators using mice in many areas of research.