A couple, Phantome and Belle, meets a ghost and sees its true form. They are then sent into the zones to prove their strength. Phantome loses his memory in the process. Will they manage the zones of Water, Ice, Critters and Exercise? And will Phantome regain his memory and ask for Belle's hand in marriage? Read and find out whether they would escape the clutches of death or resign to their fate?
This book provides the research directions for new or junior researchers who are going to use machine learning approaches for biological pattern discovery. The book was written based on the research experience of the author's several research projects in collaboration with biologists worldwide. The chapters are organised to address individual biological pattern discovery problems. For each subject, the research methodologies and the machine learning algorithms which can be employed are introduced and compared. Importantly, each chapter was written with the aim to help the readers to transfer their knowledge in theory to practical implementation smoothly. Therefore, the R programming environment was used for each subject in the chapters. The author hopes that this book can inspire new or junior researchers' interest in biological pattern discovery using machine learning algorithms.
P-Prolog is put forward as an alternative proposal to the difficulties faced in the main research areas of parallel logic programmings, which have been studied. P-Prolog provides the advantages of guarded Horn clauses while retaining don't know non-determinism where required. This monograph presents also an or-tree model and an implementation scheme for it, to combine and- and or- parallelism with reasonable efficiency. The model and implementation scheme discussed can be applied to P-Prolog and other parallel logic languages.
This book covers a wide range of subjects in applying machine learning approaches for bioinformatics projects. The book succeeds on two key unique features. First, it introduces the most widely used machine learning approaches in bioinformatics and discusses, with evaluations from real case studies, how they are used in individual bioinformatics projects. Second, it introduces state-of-the-art bioinformatics research methods. Furthermore, the book includes R codes and example data sets to help readers develop their own bioinformatics research skills. The theoretical parts and the practical parts are well integrated for readers to follow the existing procedures in individual research. Unlike most of the bioinformatics textbooks on the market, the content coverage is not limited to just one subject. A broad spectrum of relevant topics in bioinformatics including systematic data mining and computational systems biology researches are brought together in this book, thereby offering an efficient and convenient platform for undergraduate/graduate teaching. An essential textbook for both final year undergraduates and graduate students in universities, as well as a comprehensive handbook for new researchers, this book will also serve as a practical guide for software development in relevant bioinformatics projects.
Due to its capability of handling very complex problems and its high flexibility in adapting to different algorithms, the kernel machine plays a crucial role in machine learning.Bio-Kernel Machines and Applications will introduce a new type of kernel machine for the exploration and modeling between the genotypic inherent structures of short protein sequences or nucleic sequences and the phenotypic biological properties or functions of proteins or nucleotides.The book seeks to establish the fundamentals of the bio-kernel machines by presenting the basic principle and theory of the kernel machine and the various formats of kernel machines, such as string kernel machines adapted for biological applications. The book will also introduce several biological applications of the mutation matrices, demonstrating how mutation matrices can enhance the efficiency and biological relevance of machine learning models applied in specific biological problems.Through analyzing current applications of bio-kernel machines, readers will delve into the advantages of the bio-kernel machines and explore how bio-kernel machines can be further enhanced to tackle a wide spectrum of biological challenges and pave the way for future advancements.
Focusing on contemporary ideas about how aged care is provided, this book poses the question: How can people who are aged and frail live out the final phase of their lives with dignity? In seeking answers, the author examines what it means to be ‘at home’ in residential care in a novel and compassionate way. In an ethnographic study of how elderly residents can be given the right care, this book provides a new route into the bodily realities of ageing. It is a vital contribution to the search for alternative approaches to aged care provision.
Regarding the set of all feature attributes in a given database as the universal set, this monograph discusses various nonadditive set functions that describe the interaction among the contributions from feature attributes towards a considered target attribute. Then, the relevant nonlinear integrals are investigated. These integrals can be applied as aggregation tools in information fusion and data mining, such as synthetic evaluation, nonlinear multiregressions, and nonlinear classifications. Some methods of fuzzification are also introduced for nonlinear integrals such that fuzzy data can be treated and fuzzy information is retrievable. The book is suitable as a text for graduate courses in mathematics, computer science, and information science. It is also useful to researchers in the relevant area.
Ronald Fisher needed to develop elaborate models of genetic effects in order to set the foundations of Quantitative Genetics in his 1918 paper “The correlation between relatives on the supposition of Mendelian inheritance”. Since then, many significant implementations have been made to model genetic effects. However, at the verge of one century after Fisher’s kick-off, models of genetic effects keep on being discussed and implemented. Indeed, the relatively recent advent of QTL analyses challenged the state of the art of this field by providing researchers the opportunity to obtain and analyze estimates of genetic effects from real data. In this context, the development of this field was not exempt of some polemics, like the debate about the convenience of the functional and the statistical epistasis approaches. This research topic is meant to provide recent developments in models and estimation of genetic effects and to enrich the discussion about how and why models of genetic effects must be further developed and applied. The articles in this Research Topic shall thus extend, refine and/or provide a refresh look at Fisher’s original models of genetic effects and their application to genetic effects estimation and to improve our understanding of evolutionary processes and breeding programs.
This book constitutes the refereed proceedings of the 5th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2004, held in Exeter, UK, in August 2004. The 124 revised full papers presented were carefully reviewed and selected from 272 submissions. The papers are organized in topical sections on bioinformatics, data mining and knowledge engineering, learning algorithms and systems, financial engineering, and agent technologies.
Dental Biotribology summarizes the latest achievements in dental wear and is designed to help the reader better understand the relationship between structures and tribological properties of human teeth. This book provides guidance on the biomimic design of anti-wear engineering systems based on human teeth and also explains mechanisms of occlusal wear and erosion as well as fretting wear related to dental implants and orthodontics. Additionally, this book provides valuable insights into the development of improved dental materials and oral treatments.
Chen Zhen volunteers to live in a remote settlement on the border of Inner and Outer Mongolia. There, he discovers life of apparent idyllic simplicity based on an eternal struggle between the wolves and the humans in their fight to survive. Chen learns about the spiritual relationship which exists between these adversaries.
The Silk Road and Cultural Exchanges Between East and West, originally written in Chinese by Rong Xinjiang and now translated into English, provides insights into previously unresolved issues concerning the interactions among the societies, economies, religions and cultures of the “Western Regions”, and beyond, during the first millennium.
A comprehensive, one-stop reference for cutting-edge research in integrated risk management, modern applications, and best practices In the field of business, the ever-growing dependency on global supply chains has created new challenges that traditional risk management must be equipped to handle. Handbook of Integrated Risk Management in Global Supply Chains uses a multi-disciplinary approach to present an effective way to manage complex, diverse, and interconnected global supply chain risks. Contributions from leading academics and researchers provide an action-based framework that captures real issues, implementation challenges, and concepts emerging from industry studies.The handbook is divided into five parts: Foundations and Overview introduces risk management and discusses the impact of supply chain disruptions on corporate performance Integrated Risk Management: Operations and Finance Interface explores the joint use of operational and financial hedging of commodity price uncertainties Supply Chain Finance discusses financing alternatives and the role of financial services in procurement contracts; inventory management and capital structure; and bank financing of inventories Operational Risk Management Strategies outlines supply risks and challenges in decentralized supply chains, such as competition and misalignment of incentives between buyers and suppliers Industrial Applications presents examples and case studies that showcase the discussed methodologies Each topic's presentation includes an introduction, key theories, formulas, and applications. Discussions conclude with a summary of the main concepts, a real-world example, and professional insights into common challenges and best practices. Handbook of Integrated Risk Management in Global Supply Chains is an essential reference for academics and practitioners in the areas of supply chain management, global logistics, management science, and industrial engineering who gather, analyze, and draw results from data. The handbook is also a suitable supplement for operations research, risk management, and financial engineering courses at the upper-undergraduate and graduate levels.
Post-Mao China produced two parallel discourses on the human subject in the New Era (1976–1989). One was an autonomous, Enlightenment humanist self aimed at replacing the revolutionary paragon that had dominated under Mao. The other was a more problematic subject suffering from either a symbolic physical deformity or some kind of spiritual paralysis that undermines its apparent normalcy. How do we explain the stubborn presence, in the literature of the 1980s and 1990s, of this crippled agent who fails to realize the humanist autonomy envisioned by post-Mao theorists? What are the anxieties and tensions embedded in this incongruity and what do they reveal? This illuminating and original critical study of the crippled subject in post-Mao literature offers a detailed textual analysis of the work of five well-known contemporary writers: Han Shaogong, Can Xue, Yu Hua, Mo Yan, and Jia Pingwa. The author investigates not only the literary characters within the texts, but also their creators—real subjects in history, Chinese writers whose own agency was being tested and established in the search for a new subjectivity. She argues that, reenacting the Maoist legacy, the literary search failed to provide a viable model for a postrevolutionary China. In addition, the deficiency and inadequacy of the subject cannot always be contained in the Communist past—a history to be transcended in the design of modernity after Mao. The representation of the problematic subject thus punctured post-Mao optimism and foreshadowed the eventual abandonment of the move to rethink subjectivity in the 1990s. By diving beneath the euphoria of the 1980s and the confusion and frustration of the 1990s, these critical readings offer a unique perspective with which to gauge the complexity of China’s quest for modernity and a fuller understanding of the self’s multifaceted experience in the post-Mao era.
This book of text, cases and materials from Asia is designed for scholars and students of constitutional law and comparative constitutional law. The book is divided into 11 chapters, arranged thematically around key ideas and controversies, enabling the reader to work through the major facets of constitutionalism in the region. The book begins with a lengthy introduction that critically examines the study of constitutional orders in 'Asia', highlighting the histories, colonial influences, and cultural particularities extant in the region. This chapter serves both as a provisional orientation towards the major constitutional developments seen in Asia – both unique and shared with other regions – and as a guide to the controversies encountered in the study of constitutional law in Asia. Each of the following chapters is framed by an introductory essay setting out the issues and succinctly highlighting critical perspectives and themes. The approach is one of 'challenge and response', whereby questions of constitutional importance are posed and the reader is then led, by engaging with primary and secondary materials, through the way the various Asian states respond to these questions and challenges. Chapter segments are accompanied by notes, comments and questions to facilitate critical and comparative analysis, as well as recommendations for further reading.The book presents a representative range of Asian materials from jurisdictions including: Bangladesh, China, Hong Kong, India, Japan, Mongolia, Nepal, Pakistan, South Korea, Sri Lanka , Taiwan, Timor-Leste and the 10 ASEAN states.
A timely and comprehensive introduction to CO2 heat pump theory and usage A comprehensive introduction of CO2 application in heat pump, authored by leading scientists in the field CO2 is a hot topic due to concerns over global warming and the 'greenhouse effect'. Its disposal and application has attracted considerable research and governmental interest Explores the basic theories, devices, systems and cycles and real application designs for varying applications, ensuring comprehensive coverage of a current topic CO2 heat transfer has everyday applications including water heaters, air-conditioning systems, residential and commercial heating systems, and cooling systems
Multi-scale and multi-physics modeling is useful and important for all areas in engineering and sciences. Particle Methods for Multi-Scale and Multi-Physics systematically addresses some major particle methods for modeling multi-scale and multi-physical problems in engineering and sciences. It contains different particle methods from atomistic scales to continuum scales, with emphasis on molecular dynamics (MD), dissipative particle dynamics (DPD) and smoothed particle hydrodynamics (SPH).This book covers the theoretical background, numerical techniques and many interesting applications of the particle methods discussed in this text, especially in: micro-fluidics and bio-fluidics (e.g., micro drop dynamics, movement and suspension of macro-molecules, cell deformation and migration); environmental and geophysical flows (e.g., saturated and unsaturated flows in porous media and fractures); and free surface flows with possible interacting solid objects (e.g., wave impact, liquid sloshing, water entry and exit, oil spill and boom movement). The presented methodologies, techniques and example applications will benefit students, researchers and professionals in computational engineering and sciences.
In Eighteen Lectures on Dunhuang, Rong Xinjiang provides an accessible overview of Dunhuang studies, an academic field that emerged following the discovery of a medieval monastic library at the Mogao caves near Dunhuang. The manuscripts were hidden in a cave at the beginning of the 11th century and remained unnoticed until 1900, when a Daoist monk accidentally found them and subsequently sold most of them to foreign explorers and scholars. The availability of this unprecedented amount of first-hand material from China’s middle period provided a stimulus for a number of scholarly fields both in China and the West. Rong Xinjiang’s book provides, for the first time in English, a convenient summary of the history of Dunhuang studies and its contribution to scholarship.
Extremal Optimization: Fundamentals, Algorithms, and Applications introduces state-of-the-art extremal optimization (EO) and modified EO (MEO) solutions from fundamentals, methodologies, and algorithms to applications based on numerous classic publications and the authors’ recent original research results. It promotes the movement of EO from academic study to practical applications. The book covers four aspects, beginning with a general review of real-world optimization problems and popular solutions with a focus on computational complexity, such as "NP-hard" and the "phase transitions" occurring on the search landscape. Next, it introduces computational extremal dynamics and its applications in EO from principles, mechanisms, and algorithms to the experiments on some benchmark problems such as TSP, spin glass, Max-SAT (maximum satisfiability), and graph partition. It then presents studies on the fundamental features of search dynamics and mechanisms in EO with a focus on self-organized optimization, evolutionary probability distribution, and structure features (e.g., backbones), which are based on the authors’ recent research results. Finally, it discusses applications of EO and MEO in multiobjective optimization, systems modeling, intelligent control, and production scheduling. The authors present the advanced features of EO in solving NP-hard problems through problem formulation, algorithms, and simulation studies on popular benchmarks and industrial applications. They also focus on the development of MEO and its applications. This book can be used as a reference for graduate students, research developers, and practical engineers who work on developing optimization solutions for those complex systems with hardness that cannot be solved with mathematical optimization or other computational intelligence, such as evolutionary computations.
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