Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk, Mostafa Fahed, Dillon Tharam, Chang Elizabeth
Автор: Ladislav Madar?sz; Jozef ?iv??k Название: Aspects of Computational Intelligence: Theory and Applications ISBN: 3642431194 ISBN-13(EAN): 9783642431197 Издательство: Springer Рейтинг: Цена: 139310.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book collects papers presented at the 15th IEEE International Conference on Intelligence Engineering Systems, covering research and development in computational intelligence and offering some perspective directions of development.
Автор: Fahed Mostafa; Tharam Dillon; Elizabeth Chang Название: Computational Intelligence Applications to Option Pricing, Volatility Forecasting and Value at Risk ISBN: 3319516663 ISBN-13(EAN): 9783319516660 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book demonstrates the power of neural networks in learning complex behavior from the underlying financial time series data. The results presented also show how neural networks can successfully be applied to volatility modeling, option pricing, and value-at-risk modeling.
Автор: Bhateja Vikrant, Peng Sheng-Lung, Satapathy Suresh Chandra Название: Evolution in Computational Intelligence: Frontiers in Intelligent Computing: Theory and Applications (Ficta 2020), Volume 1 ISBN: 981155787X ISBN-13(EAN): 9789811557873 Издательство: Springer Рейтинг: Цена: 186330.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Faster Result Retrieval from Health Care Product Sales Data Warehouse using Materialized Queries.- Feature Selection using Ant Colony Optimization and Weighted Visibility Graph.- From Generic to Custom: A Survey on Role of Machine Learning in Pharmacogenomics, Its Applications and Challenges.- Personalized Structure Balance Theory Based Movie Recommendation System.- Machine Learning Techniques for the Investigation of Phishing Websites
This book focuses on metaheuristic methods and its applications to real-world problems in Engineering. The first part describes some key metaheuristic methods, such as Bat Algorithms, Particle Swarm Optimization, Differential Evolution, and Particle Collision Algorithms. Improved versions of these methods and strategies for parameter tuning are also presented, both of which are essential for the practical use of these important computational tools. The second part then applies metaheuristics to problems, mainly in Civil, Mechanical, Chemical, Electrical, and Nuclear Engineering. Other methods, such as the Flower Pollination Algorithm, Symbiotic Organisms Search, Cross-Entropy Algorithm, Artificial Bee Colonies, Population-Based Incremental Learning, Cuckoo Search, and Genetic Algorithms, are also presented. The book is rounded out by recently developed strategies, or hybrid improved versions of existing methods, such as the Lightning Optimization Algorithm, Differential Evolution with Particle Collisions, and Ant Colony Optimization with Dispersion – state-of-the-art approaches for the application of computational intelligence to engineering problems.
The wide variety of methods and applications, as well as the original results to problems of practical engineering interest, represent the primary differentiation and distinctive quality of this book. Furthermore, it gathers contributions by authors from four countries – some of which are the original proponents of the methods presented – and 18 research centers around the globe.
Автор: Sujata Dash, Bidyadhar Subudhi Название: Handbook of Research on Computational Intelligence Applications in Bioinformatics ISBN: 1522504273 ISBN-13(EAN): 9781522504276 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 192280.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Examines emergent research in handling real-world problems through the application of various computation technologies and techniques. Featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing, this publication is a reference source for graduate students, professionals, academics, and researchers.
Автор: Samanta Debabrata, Rao Althar Raghavendra, Pramanik Sabyasachi Название: Methodologies and Applications of Computational Statistics for Machine Intelligence ISBN: 1799877027 ISBN-13(EAN): 9781799877028 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 196810.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: With the field of computational statistics growing rapidly, there is a need for capturing the advances and assessing their impact. Advances in simulation and graphical analysis also add to the pace of the statistical analytics field. Computational statistics play a key role in financial applications, particularly risk management and derivative pricing, biological applications including bioinformatics and computational biology, and computer network security applications that touch the lives of people. With high impacting areas such as these, it becomes important to dig deeper into the subject and explore the key areas and their progress in the recent past.
Methodologies and Applications of Computational Statistics for Machine Intelligence serves as a guide to the applications of new advances in computational statistics. This text holds an accumulation of the thoughts of multiple experts together, keeping the focus on core computational statistics that apply to all domains. Covering topics including artificial intelligence, deep learning, and trend analysis, this book is an ideal resource for statisticians, computer scientists, mathematicians, lecturers, tutors, researchers, academic and corporate libraries, practitioners, professionals, students, and academicians.
Автор: Llanes Santiago Orestes, Cruz Corona Carlos, Silva Neto Antфnio Josй Название: Computational Intelligence in Emerging Technologies for Engineering Applications ISBN: 3030344088 ISBN-13(EAN): 9783030344085 Издательство: Springer Рейтинг: Цена: 121110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Uncertainty Analysis of a Near-field Acoustic Levitation System.- Uncertainty Quantification and Statistics of Curves and Surfaces.- Meta-heuristic approaches for automatic roof measurement in solar panels installations.- Solution of a Coupled Conduction-Radiation Inverse Heat Transfer Problem with the Topographical Global Optimization Method.- Towards Intelligent Optimization of Design Strategies of Cyber Physical Systems: Measuring Efficacy through Evolutionary Computations.- A Novel Approach for Leak Localization in Water Distribution Networks using Computational Intelligence.- Determination of Nano-Aerosol Size Distribution using Differential Evolution.- Estimation of Timewise Varying Boundary Heat Flux via Bayesian Filters and Markov Chain Monte Carlo Method.- Health monitoring of automotive batteries in fast-charging conditions through a fuzzy model of the incremental capacity.- Fault Detection and Isolation in Smart Grid Devices using Probabilistic Boolean Networks.- Evaluating Automated Machine Learning on supervised regression Traffic Forecasting Problems.- Multi-robot coalition formation and task allocation using immigrant based adaptive genetic algorithms.- Lidar and Non-Extensive Particle Filter for UAV Autonomous Navigation.- Quasi-optimization of the Time Dependent Travelling Salesman Problem by Intuitionistic Fuzzy Model and Memetic Algorithm.- Analyzing Information and Communications Technology national indices by using Fuzzy Datamining Techniques.
Автор: Abdelmalek Amine; Malek Mouhoub; Otmane Ait Mohame Название: Computational Intelligence and Its Applications ISBN: 3030078442 ISBN-13(EAN): 9783030078447 Издательство: Springer Рейтинг: Цена: 124850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the 6th IFIP TC 5 International Conference on Computational Intelligence and Its Applications, CIIA 2018, held in Oran, Algeria, in May 2018.
The 56 full papers presented were carefully reviewed and selected from 202 submissions. They are organized in the following topical sections: data mining and information retrieval; evolutionary computation; machine learning; optimization; planning and scheduling; wireless communication and mobile computing; Internet of Things (IoT) and decision support systems; pattern recognition and image processing; and semantic web services.
Автор: Lotfi A. Zadeh; Ronald R. Yager; Shahnaz N. Shahba Название: Recent Developments and the New Direction in Soft-Computing Foundations and Applications ISBN: 3030092232 ISBN-13(EAN): 9783030092238 Издательство: Springer Рейтинг: Цена: 139750.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book is an authoritative collection of contributions in the field of soft-computing. Based on selected works presented at the 6th World Conference on Soft Computing, held on May 22-25, 2016, in Berkeley, USA, it describes new theoretical advances, as well as cutting-edge methods and applications. Theories cover a wealth of topics, such as fuzzy logic, cognitive modeling, Bayesian and probabilistic methods, multi-criteria decision making, utility theory, approximate reasoning, human-centric computing and many others. Applications concerns a number of fields, such as internet and semantic web, social networks and trust, control and robotics, computer vision, medicine and bioinformatics, as well as finance, security and e-Commerce, among others. Dedicated to the 50th Anniversary of Fuzzy Logic and to the 95th Birthday Anniversary of Lotfi A. Zadeh, the book not only offers a timely view on the field, yet it also discusses thought-provoking developments and challenges, thus fostering new research directions in the diverse areas of soft computing.
Автор: Cox Gabriele Название: Computational Intelligence: Advances and Applications ISBN: 168285616X ISBN-13(EAN): 9781682856161 Издательство: Неизвестно Рейтинг: Цена: 160930.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Azah Kamilah Muda; Yun-Huoy Choo; Ajith Abraham; S Название: Computational Intelligence in Digital Forensics: Forensic Investigation and Applications ISBN: 3319058843 ISBN-13(EAN): 9783319058849 Издательство: Springer Рейтинг: Цена: 139750.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Introduction.- Forensic Discovery and Investigation.- Intelligent Forensic Science Applications.
Автор: Marian B. Gorzalczany Название: Computational Intelligence Systems and Applications ISBN: 3662003341 ISBN-13(EAN): 9783662003343 Издательство: Springer Рейтинг: Цена: 139750.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
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