الصفحة 54
الصفحة 54
Implementing machine learning for finance : A systematic approach to predictive risk and performance analysis for investment portfolios
Introduces pattern recognition and future price forecasting that exerts effects on time series analysis models, such as the Autoregressive Integrated Moving Average (ARIMA) model, Seasonal ARIMA (SARIMA) model, and Additive model, and it covers the Least Squares model and the Long Short-Term Memory (LSTM) model. It presents hidden pattern recognition and market regime prediction applying the Gaussian Hidden Markov Model. The book covers the practical application of the K-Means model in stock clustering. It establishes the practical application of the Variance-Covariance method and Simulation method (using Monte Carlo Simulation) for value at risk estimation. It also includes market direction classification using both the Logistic classifier and the Multilayer Perceptron classifier. Finally, the book presents performance and risk analysis for investment portfolios. You will: Understand the fundamentals of the financial market and algorithmic trading, as well as supervised and unsupervised learning models that are appropriate for systematic investment portfolio management / Know the concepts of feature engineering, data visualization, and hyperparameter optimization / Design, build, and test supervised and unsupervised ML and DL models / Discover seasonality, trends, and market regimes, simulating a change in the market and investment strategy problems and predicting market direction and prices / Structure and optimize an investment portfolio with preeminent asset classes and measure the / underlying risk
Implementing distributed systems with Java and CORBA
This book provides graduate students and practitioners with knowledge of the CORBA standard and practical experience of implementing distributed systems with CORBA's Java mapping. With tested code examples that will run immediately.
Implementing an Electronic Health Record System
"Implementing an Electronic Health Record System" addresses the range of issues and opportunities that implementing an electronic health records system (EHR) poses for any size of medical organization - from the small one-man operation to a large healthcare system. The book is divided into sections on preparation, support, implementation and a summary and prospects section, enabling the clinician to define the framework necessary to implement and evaluate a clinically effective EHR system. With the increasing involvement of clinicians in the day-to-day running of the practice, interest is now focused on EHR as a key area for improving clinical efficiency. This book uniquely provides the guidance a clinical team needs to plan and execute an effective EHR system within any clinical setting. Practical in its scope and coverage, the authors have provided a tool-kit for the medical professional in the often complex field of medical informatics. Designed for senior clinicians, decision-makers and EHR teams, the book is of use to anyone involved in the efficient management of clinical records.
Implementation of functional languages ; 15th International Workshop, IFL 2003, Edinburgh, UK, September 8-11, 2003. Revised Papers
This book constitutes the thoroughly refereed post-proceedings of the 15th International Workshop on the Implementation of Functional Languages, IFL 2003, held in Edinburgh, UK in September 2003. The 11 revised full papers presented were carefully selected during two rounds of reviewing and revision from 32 workshop presentations. The papers are organized in topical sections on language constructs and programming, static analysis and types, parallelism, and generic programming.
Implementation and Applications of Automata ; 13th International Conference, CIAA 2008, San Francisco, California, USA, July 21-24, 2008. Proceedings
This book constitutes the thoroughly refereed post-proceedings of the 13th International Conference on Implementation and Application of Automata, CIAA 2008, held in San Francisco, USA, in July 2008.The 26 revised full papers togehter with 4 invited papers were carefully reviewed and selected from 40 submissions and have gone through two rounds of reviewing and improvement. The papers cover various topics in the theory, implementation, and applications of automata and related structures.
Implementation and Application of Automata ; Vol. 4094 ; 11th International Conference, CIAA 2006, Taipei, Taiwan, August 21-23, 2006, Proceedings
This book constitutes the refereed proceedings of the 11th International Conference on Implementation and Application of Automata, CIAA 2006, held in Taipei, Taiwan, in August 2006.
Implementation and Application of Automata ; Vol. 3845 ; 10th International Conference, CIAA 2005, Sophia Antipolis, France, June 27-29, 2005, Revised Selected Papers
Contains the notes of the two invited lectures, the 26 papers selected for presentation at the conference, and the abstracts of the eight posters that were displayed.
Implementation and application of automata ; Vol. 3317 ; 9th International Conference, CIAA 2004, Kingston, Canada, July 22-24, 2004, Revised Selected Papers
Contains the revised versions of the papers presented at the 9th International Conference on Implemen- tion and Application of Automata, CIAA 2004. Also included are the extended abstracts of the posters accepted to the conference. The conference was held at Queen’s University in Kingston, Ontario, Canada on July 22–24, 2004. As for its predecessors, the theme of CIAA 2004 was the implementation of automata and grammars of all types and their application in other fields. The topics of the papers presented at the conference range from applications of automata in natural language and speech processing to protein sequencing and genecompression, and from state complexity and new algorithms for automata operations to applications of quantum finite automata.
Implantology Made Easy
Provides basic information related to implants right from the inception to use in dentistry. It focuses on dental implants used in conjunction with other prosthetic devices. It is designed to help the partially or completely edentulous patient recover normal function, aesthetics, comfort and speech. Step by step procedures guide practitioners about the rough challenging clinical situations and assist them in refining their technique. The information in this practical, highly illustrated book with a bonus DVD-ROM reflects the latest treatment planning, implant designs, material techniques and various dental implant systems.
Impact Tectonics
This volume is the 8th in a series of impact books resulting from the activities of the scientific program "Response of the Earth System to Impact Processes" (IMPACT), by the European Science Foundation. The book resulted from an international meeting at Mora, Sweden, which was held as part of the IMPACT program. The papers cover various structural geologic, geochemical, and geophysical topics on research of asteroid impact structures on Earth and Mars.
Impact of Institutions on Lending : Informal Constraints and Enforcement of Bank Regulation in Mongolia
Chuluunbaatar Enkhzaya examines the "inadequate" behaviour of banks in Mongolia by analysing the institutional framework of the banking system, especially in lending. She focuses on the genesis of informal institutions of lending and their interaction with formal institutions of lending. Herewith, informal institutions such as the attitude to risk were indirectly observed by diagnosing the "action-regulating" knowledge of bankers. In order to ensure an effective allocation of the scarce financial resources of Mongolia the author therefore suggests a change - as simultaneous as possible - of formal and informal rules.
Impact of Information Society Research in the Global South
This book addresses two aspects— Impact of research: How is the research on ICTs in the Global South playing a role in creating an information society? (e.g. policy formulation, media coverage, implementation in practice) and Research on impact: What is the evidence for the impact of ICTs on society? (i.e. the objectives of socio-economic development). This volume brings together a multiplicity of voices and approaches from social scientific research to produce an engaging volume for a variety of stakeholders including academics, researchers, practitioners, policy-makers and those in the business and civil sectors of society.
Immunology of Pregnancy
Reproductive Immunology is a growing area in both immunology and reproductive sciences and is helping us to better understand several complications of pregnancy. Immunology of Pregnancy is the first book to give a complete and up to date review of our knowledge related to the role of the immune system during pregnancy and the interactions between the placenta and the maternal immune system. This new title covers in detail all the different hypotheses and studies related to the immunology of implantation and provide a practical approach for the application of basic reproductive immunology research to pregnancy complications such as preeclampsia, pre-term labor and IUGR.
Immunology for Dentistry
Fulfils the need for a comprehensive overview of oral immunology and its key aspects for dental medicine. Its broad-based and accessible coverage introduces readers to all essential elements of oral immunology, from mechanisms of the immune system through to specific diseases and pathogens and their interactions with the immune system. This thorough text will provide an understanding of the link between the oral immune system and oral microbiome as contributors to oral health.
Immunoinformatics
Immunoinformatics is an emerging subdiscipline of bioinformatics. It utilizes mathematics, information science, computer engineering, genomics, proteomics and immunological methods to bridge immunology and informatics. Similar to bioionformatics which became a driving force in genome research, immunoinformatics enables data-driven research strategies and systems approaches that aim at understanding the networks regulating the immune system. Considering the breath of topic, Immunoinformatics was composed to provide a cross-section of research ranging from data integration, epitope predictions to systems level applications. In ten chapters experts in the field introduce and discuss research strategies for immunologists and bioinformaticians who wish to endeavour existing and new approaches to gain insight into the workings of the immune system.
Immunogenicity of Biopharmaceuticals
This book is intended to give a broad overview of the current state-of-the-art regarding the immune response to biopharmaceuticals. The chapters range from an overview of the immune system and factors that may trigger the immune system, via detection of antibodies and clinical implications, to various case examples and the regulatory view on immunogenicity.
Immunogenetics of Autoimmune Disease
Utoimmunity is the downstream outcome of a rather extensive and coordinated series of events that include loss of self-tolerance, peripheral lymphocyte Aactivation, disruption of the blood-systems barriers, cellular infiltration into the target organs and local inflammation. Cytokines, adhesion molecules, growth factors, antibodies, and other molecules induce and regulate critical cell functions that perpetuate inflammation, leading to tissue injury and clinical phenotype. The nature and intensity of this response as well as the physiological ability to restore homeostasis are to a large extent conditioned by the unique amino acid sequences that define allelic variants on each of the numerous participating mol ecules. Therefore, the coding genes in their germline configuration play a primary role in determining who is at risk for developing such disorders, how the disease progresses, and how someone responds to therapy. Although genetic components in these diseases are clearly present, the lack of obvious and homogeneous modes of transmission has slowed progress by prevent ing the full exploitation of classical genetic epidemiologic techniques. Furthermore, autoimmune diseases are characterized by modest disease risk heritability and m- tifaceted interactions with environmental influences. Yet, several recent discoveries have dramatically changed our ability to examine genetic variation as it relates to human disease. In addition to the development of large-scale laboratory methods and tools to efficiently recognize and catalog DNA diversity, over the past few years there has been real progress in the application of new analytical and data-manage ment approaches
Immunobiology of natural killer cell receptors
Natural Killer (NK) cells are large granular lymphocytes of the innate immune system. They are widespread throughout the body, being present in both lymphoid organs and non-lymphoid peripheral tissues. NK cells are involved in direct innate immune reactions against viruses, bacteria, parasites and other triggers of pathology, such as malignant transformation, all of which cause stress in affected cells. Importantly, NK cells also link the innate and adaptive immune responses, contributing to the initiation of adaptive immune responses and executing adaptive responses using the CD16 FcgRIIIA immunoglobulin Fc receptor. Such responses are mediated through two major effector functions, the direct cytolysis of target cells and the production of cytokines and chemokines. The authors focus here on the nature of recognition events by NK cells and address how these events are integrated to trigger these distinct and graded effector functions.
Immunity against mucosal pathogens
This book will provide the readers in the areas of vaccinology, virology, bacteriology, epidemiology, immunology and mucosal immunology within academia (undergraduate, graduate, post doctoral fellows and professors), as well as preclinical and clinical scientists in vaccine and drug industries a thorough appreciation of the mucosal immune system and its importance in protecting humans against mucosal pathogens.
Immune Mechanisms in Inflammatory Bowel Disease
Immune Mechanisms in Inflammatory Bowel Disease is a highly, concise update of the most recent advances in the immunobiology, genetics and microbiology related to Inflammatory Bowel Disease. This book broadly treats the topics that lead to understanding of the pathogenesis of this disease in an organized, systematic approach.
