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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 Industry 4.0 in SMEs : Concepts, Examples and Applications
This book addresses the practical challenges that Industry 4.0 presents for SMEs. While large companies are already responding to the changes resulting from the fourth industrial revolution , small businesses are in danger of falling behind due to the lack of examples, best practices and established methods and tools.
Implementing Environmental Management Accounting : Status and Challenges
The focus of the conference and the papers presented was on implementation of Environmental Management Accounting. That is to say what challenges there are in getting EMAto work in companies, how governments are promoting EMAand how EMA can be supported by for instance IT. From the papers in this volume it can be seen that EMAis becoming more established as a ?eld of practice as well as an a- demic endeavour. EMA is no longer the sole interest of large multinational c- panies but is being adopted by SMEs as well as being promoted by various gove- ment agencies.
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 and Application of Functional Languages ; Vol. 4015 ; 17th International Workshop, IFL 2005, Dublin, Ireland, September 19-21, 2005, Revised Selected Papers
The 17th International Workshop on Implementation and Application of Functional Languages (IFL 2005) was held in Dublin, Ireland, September 19–21, 2005. It was organized by the Department of Computer Science at Trinity College, University of Dublin. IFL 2005 was the 17th event in the annual series of IFL workshops. The aim of the workshop series is to bring together researchers actively engaged in the implementation and application of functional and function-based programming languages. It provides an open forum for researchers who wish to present and discuss new ideas and concepts, work in progress, preliminary results, etc., related primarily, but not exclusively, to the implementation and application of functional languages. Topics of interest cover a wide range from theoretical aspects over language design and implementation towards applications and tool support.
Implementation and application of functional languages ; Vol. 3474 ; 16th International Workshop, IFL 2004, Lübeck, Germany, September 8-10, 2004, Revised Selected Papers
The 16th International Workshop on Implementation and Application of Fu- tional Languages (IFL 2004) was held in Lub ¨ eck, Germany, September 8–10, 2004. It was jointly organized by the Institute of Computer Science and Applied Mathematics of the University of Kiel and the Institute of Software Technology and Programming Languages of the University of Lub ¨ eck. IFL 2004 was the sixteenth event in the annual series of IFL workshops. The aim of the workshop series is to bring together researchers actively engaged in the implementation and application of functional and function-based progr- ming languages. It provides an open forum for researchers who wish to present and discuss new ideas and concepts, work in progress, preliminary results, etc., related primarily, but not exclusively, to the implementation and application of functional languages. Topics of interest cover a wide range from theoretical - pects over language design and implementation towards applications and tool support.
Implementation and application of functional languages ; 18th International Symposium, IFL 2006, Budapest, Hungary, September 4-6, 2006, Revised Selected Papers
This volume constitutes the post-proceedings of the 18th International Workshop on Implementation and Applications of Functional Languages. Each one was submitted to two rounds of reviews to ensure accuracy, thoroughness, and readability. The papers address all current theoretical and methodological issues in functional and function-based languages.
Implants in the Aesthetic Zone : A Guide for Treatment of the Partially Edentulous Patient
This book concisely elucidates the science underlying implant treatment in the aesthetic zone in partially edentulous patients and clearly describes the techniques and protocols used by world-leading experts in the field.
Implantology step by step
A consistently practice-oriented, instruction- based and illustrated technical textbook, has provided guidance and help to a whole generation of dentists venturing into the field of dental implant treatment. Brought together the treatment of the maxilla and mandible in one volume and has included a chapter on the totally edentulous patient. A wealth of newly included patient reports illustrate novel methods and techniques, replacing any material that has since become obsolete. What remains is the innovative concept that a variety of baseline situations and degrees of difficulty are taken into account for all clinical situations - from the restoration of singletooth gaps to the treatment of the edentulous maxilla and mandible with sinus elevation and immediate implants. Important complications are also considered, with causes and solutions.
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.
Implantable Cardioverter Defibrillator Stored ECGs : Clinical Management and Case Reports
This book instructs the reader on the appropriate and optimal reading of device diagnostics. It is also internationally renowned experts in electrophysiology and have considerable experience in training staff in all aspects of best practice. They make extensive use of case reports, illustrations, charts, and practical protocols for ICD follow-up. The reader will gain extensive clinical knowledge of the practice of ICD therapy by reviewing these case reports, which emphasize the skills necessary to increase specialist knowledge of defibrillator therapy practice.
Implant therapy : Clinical approaches and evidence of success
Brings together the knowledge of the foremost leaders in implant dentistry, covering all aspects of the treatment process, from decision-making and treatment planning through imaging, surgical techniques, bone and soft tissue augmentation, multidisciplinary approaches, loading protocols, and finally strategies for preventing and treating complications and peri-implantitis as well as providing effective implant maintenance therapy. Filled with expert knowledge based on decades of research and clinical experience as well as abundant illustrations and clinical case presentations, this book is an indispensable resource for clinicians seeking to provide implant treatment at the highest standard of care.
Implant restorations : A step-by-step guide
Provides a wealth of updated and expanded coverage on detailed procedures for restoring dental implants. Focusing on the most common treatment scenarios, it offers concise literature reviews for each chapter and easy-to-follow descriptions of the techniques, along with high-quality clinical photographs demonstrating each step.
Implant prosthodontics : A patient-oriented strategy
Presents a coherent, evidence-based concept of prosthesis-oriented implant placement and individual esthetic prosthodontic restoration, conceptualized in detail from the first stages of planning to the aftercare period. The key interfaces between implantologist and prosthodontist, prosthodontist and dental technician, and also between the patient and the treatment team, are explained in detail.Sure to become a future standard text, this book is a must-have, not only for implantologists and prosthodontists, but also for the overwhelming majority of dentists and dental technicians.
Implant Dentistry at a Glance
Provides a concise and accessible introduction and revision aid, comprehensively covering all the constituent sub-topics that comprise implant dentistry. Following the familiar, easy-to-use at a Glance format, each topic is presented as a double-page spread with facts accompanied by clear diagrams and clinical photographs encapsulating essential information. Implant Dentistry at a Glance is an ideal companion for all students of dentistry, junior clinicians and members of the dental team with an interest in implant dentistry.
Implant Aesthetics : Keys to Diagnosis and Treatment
Provides clinicians with detailed guidelines on the nature of the ideal anterior dental implant and, more importantly, how the desired aesthetic outcome is to be achieved. It reflects the incredible paradigm shift that has taken place within implant dentistry during the past 5 years, with recognition of the importance of a ‘crown down’ approach to diagnosis, planning, and treatment, especially in the anterior zone.
Impact of Pollution on Animal Products
The present workshop contributed highly to the exchange between scientists giving the opportunity for researchers from Central Asia to access to new scientific approaches and methodologies, and for European scientists to assess the extent of the environmental problems in this part of the world. No doubt that these exchanges were the main success of the workshop marked by very stimulating discussions. Such meeting was also the opportunity to put on the first stone of a scientific network focused on the subject of the workshop. The importance of pollution in Central Asia in general and in Kazakhstan in p- ticular is a well-known feature and several references are available on the source and localization of pollution problems in those countries. The references are also abundant on the impact of the environmental failures on human health.
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 drug-microbiome interactions on drug response
Explains the mechanisms of drug-microbiome interactions, as well as the role of multiomic approaches, including metagenomics, metabolomics, and 16S rRNA sequencing to assess drug response variability. Findings suggest that integrating microbiome profiling into precision medicine could enhance personalized drug therapy, minimize adverse effects and optimize treatment outcomes.
