Integrated Human-Machine Intelligence: Beyond Artificial Intelligence focuses on deep situational awareness in human-computer integration, covering the interaction and integration mechanisms of human intelligence, machine intelligence and environmental systems. The book also details the cognitive, philosophical, social, scientific and technological, and military theories and methods of human-computer division, cooperation and collaborative decision-making to provide basic theoretical support for a development strategy in the field of national intelligence. Sections focus on describing a new form of intelligence produced by the interaction of human, machine and environmental systems which will become the next generation of AI. From the perspective of deep situational awareness in human-computer integration, the book studies the interaction and integration mechanisms of human intelligence, machine intelligence and environmental systems. In addition, it details the cognitive, philosophical, social, scientific and technological, and military theories and methods of human-computer division, cooperation and collaborative decision-making, so as to provide basic theoretical support for a development strategy in the field of national intelligence.
Hybrid Censoring Know-How: Models, Methods and Applications focuses on hybrid censoring, an important topic in censoring methodology with numerous applications. The readers will find information on the significance of censored data in theoretical and applied contexts, and descriptions of extensive data sets from life-testing experiments where these forms of data naturally occur. The existing literature on censoring methodology, life-testing procedures, and lifetime data analysis provides only hybrid censoring schemes, with little information about hybrid censoring methodologies, ideas, and statistical inferential methods. This book fills that gap, featuring statistical tools applicable to data from medicine, biology, public health, epidemiology, engineering, economics, and demography.
Extraction of Natural Products from Agro-industrial Wastes: A Green and Sustainable Approach focuses on the different techniques used in this type of extraction, such as ultrasound assisted, microwave assisted, supercritical and other green extraction techniques. The book compiles the expertise of authors with diversified backgrounds in analytical chemistry, natural product chemistry and separation technology. It will be of interest to researchers working in the fields of Analytical Chemistry, Separation Science, Green extraction techniques and Agro-Industrial wastes. Readers will find quantitative descriptions and reliable guidelines that reflect the maturation and demand of the field and the development of new green methods.
Wastewaters generated from food production and agricultural activities are a source of environmental pollution due to their huge amount of nutrients, organic carbon, nitrogenous organics, inorganics, suspended and dissolved solids, and high biochemical and chemical oxygen demands. Advanced Technologies in Wastewater Treatment: Food Processing Industry provides an update on emerging technologies including oxidative and anaerobic processes (flotation, coagulation, sedimentation, filtration, adsorption, primary settling, secondary activated sludge, anaerobic digestion), ion exchange, membrane-based operations, adsorption/bio-sorption and advanced biological treatment to provide safe and clean water as well as to recover primary resources from food processing wastewaters. In addition, the integration of these technologies will be also considered in the logic of the process intensification strategy. Innovative and affordable solutions are proposed in the field of fruit and vegetable processing industry, fishing industry, meat and poultry industry, dairy production, oil and fat processing.
Biosurfactants: Research and Development provides a thorough overview of biosurfactant research and development across a range of settings and industries, highlighting the novel use of enzymes, metabolic and genetic engineering in biosurfactant production and showcasing diverse experimental models and approaches. Sections discuss fundamental characteristics of biosurfactants, their physio-chemical properties, and their differences from chemically synthesize surfactants, different research approaches for the study of known biosurfactants, and the genetic manipulation of microorganisms to increase biosurfactant productivity, or to produce molecules with improved characteristics. Throughout the book, methods and approaches are discussed in easy-to-digest formats, with methods discussed, ranging from in silico approaches to classical biocatalysis omics analysis and metabolic engineering.
The Boolean functions may be iterated either asynchronously, when their coordinates are computed independently of each other, or synchronously, when their coordinates are computed at the same time. In Boolean Systems: Topics in Asynchronicity, a book addressed to mathematicians and computer scientists interested in Boolean systems and their use in modelling, author Serban E. Vlad presents a consistent and original mathematical theory of the discrete-time Boolean asynchronous systems. The purpose of the book is to set forth the concepts of such a theory, resulting from the synchronous Boolean system theory and mostly from the synchronous real system theory, by analogy, and to indicate the way in which known synchronous deterministic concepts generate new asynchronous nondeterministic concepts. The reader will be introduced to the dependence on the initial conditions, periodicity, path-connectedness, topological transitivity, and chaos. A property of major importance is invariance, which is present in five versions. In relation to it, the reader will study the maximal invariant subsets, the minimal invariant supersets, the minimal invariant subsets, connectedness, separation, the basins of attraction, and attractors. The stability of the systems and their time-reversal symmetry end the topics that refer to the systems without input. The rest of the book is concerned with input systems. The most consistent chapters of this part of the book refer to the fundamental operating mode and to the combinational systems (systems without feedback). The chapter Wires, Gates, and Flip-Flops presents a variety of applications. The first appendix addresses the issue of continuous time, and the second one sketches the important theory of Daizhan Cheng, which is put in relation to asynchronicity. The third appendix is a bridge between asynchronicity and the symbolic dynamics of Douglas Lind and Brian Marcus.
Photobioreactors: Design and Applications provides a comprehensive overview of photobioreactor design, types and applications. It also introduces key principles that enable chemical and environmental engineers to engage in analysis, optimization and design with consistent control over biological and chemical transformations. The use of computational modeling of processes, control systems and CFD is in great demand. This book covers these aspects of chemical and bioprocesses.
Mathematical Methods in Data Science covers a broad range of mathematical tools used in data science, including calculus, linear algebra, optimization, network analysis, probability and differential equations. Based on the authors’ recently published and previously unpublished results, this book introduces a new approach based on network analysis to integrate big data into the framework of ordinary and partial differential equations for dataanalysis and prediction. With data science being used in virtually every aspect of our society, the book includes examples and problems arising in data science and the clear explanation of advanced mathematical concepts, especially data-driven differential equations, making it accessible to researchers and graduate students in mathematics and data science.
The Nuts and Bolts of Proofs: An Introduction to Mathematical Proofs, Fifth Edition provides basic logic of mathematical proofs and how they work. The book offers techniques for both reading and writing proofs, discusses techniques in proving if/then statements by contrapositive and proofing by contradiction, includes the negation statement, and/or, examines various theorems, such as the if and only-if, equivalence theorems, existence theorems, and the uniqueness theorems. In addition, the use of counter examples, mathematical induction, composite statements including multiple hypothesis and multiple conclusions, and equality of numbers are also covered. The book also provides mathematical topics for practicing proof techniques. Included here are the Cartesian products, indexed families, functions, and relations. The last chapter of the book provides review exercises on various topics. Undergraduate students in engineering and physical science will find this book accessible as well as invaluable.