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Author : Saburo Saito
Publisher : Springer Nature
ISBN 13 : 9819912415
Total Pages : 620 pages
Book Rating : 4.8/5 (199 download)
Download or read book Recent Advances in Modeling and Forecasting Kaiyu written by Saburo Saito and published by Springer Nature. This book was released on with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Cagdas Hakan Aladag
Publisher : Bentham Science Publishers
ISBN 13 : 1608053733
Total Pages : 143 pages
Book Rating : 4.6/5 (8 download)
Download or read book Advances in Time Series Forecasting written by Cagdas Hakan Aladag and published by Bentham Science Publishers. This book was released on 2012 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Time series analysis is applicable in a variety of disciplines such as business administration, economics, public finances, engineering, statistics, econometrics, mathematics and actuarial sciences. Forecasting the future assists in critical organizationa"
Author : Dinesh C.S. Bisht
Publisher : CRC Press
ISBN 13 : 1000433846
Total Pages : 183 pages
Book Rating : 4.0/5 (4 download)
Download or read book Recent Advances in Time Series Forecasting written by Dinesh C.S. Bisht and published by CRC Press. This book was released on 2021-09-08 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Future predictions are always a topic of interest. Precise estimates are crucial in many activities as forecasting errors can lead to big financial loss. The sequential analysis of data and information gathered from past to present is call time series analysis. This book covers the recent advancements in time series forecasting. The book includes theoretical as well as recent applications of time series analysis. It focuses on the recent techniques used, discusses a combination of methodology and applications, presents traditional and advanced tools, new applications, and identifies the gaps in knowledge in engineering applications. This book is aimed at scientists, researchers, postgraduate students and engineers in the areas of supply chain management, production, inventory planning, and statistical quality control.
Author : Saburo Saito
Publisher : Springer
ISBN 13 : 9811317399
Total Pages : 467 pages
Book Rating : 4.8/5 (113 download)
Download or read book Advances in Kaiyu Studies written by Saburo Saito and published by Springer. This book was released on 2019-01-30 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first systematic exposition of advances in Kaiyu studies carried out by the author and his colleagues in Japan and other parts of Asia. Consumer shop-around behavior is referred to as Kaiyu in Japanese, a term widely used in several fields such as city planning, marketing, real estate, tourism, and regional policy. The book demonstrates how Kaiyu research has evolved from the original idea to the present state and envisages prospective Kaiyu studies in the age of big data and the Internet of Things (IoT). The distinguishing feature of their research is that Kaiyu is regarded as consumers’ simultaneous decisions sequentially made while undertaking their shop-arounds as to which shops they visit, for what purpose, and how much they spend there. This is a sharp contrast to much research on trip chains, which only deal with spatial movements. As a result, their studies first succeeded in empirically exploring the relationships between consumer shop-around movements and money flows among shopping sites within a city center retail environment. As a result, the author and his coworkers uncovered the roles of many urban policies and facilities inexplicit so far by revealing how they contribute to the turnover of the whole town through stimulating Kaiyu. This gives a universal means of evaluation for urban development policy. Thus they have refreshed the scope of consumer shop-around studies from shop-around movements in the context of city planning, shopping marketing, and evaluation of urban revitalization policy, to town equity researches. This book presents step by step these conceptual developments by showing concrete research examples from their vast Kaiyu studies based on numerous empirical interview surveys at real retail environments.
Author : Raquel Prado
Publisher : CRC Press
ISBN 13 : 1498747043
Total Pages : 473 pages
Book Rating : 4.4/5 (987 download)
Download or read book Time Series written by Raquel Prado and published by CRC Press. This book was released on 2021-07-27 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: • Expanded on aspects of core model theory and methodology. • Multiple new examples and exercises. • Detailed development of dynamic factor models. • Updated discussion and connections with recent and current research frontiers.
Author : Cagdas Hakan Aladag
Publisher : Bentham Science Publishers
ISBN 13 : 1681085283
Total Pages : 196 pages
Book Rating : 4.6/5 (81 download)
Download or read book Advances in Time Series Forecasting written by Cagdas Hakan Aladag and published by Bentham Science Publishers. This book was released on 2017-12-06 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a valuable source of recent knowledge about advanced time series forecasting techniques such as artificial neural networks, fuzzy time series, or hybrid approaches. New forecasting frameworks are discussed and their application is demonstrated. The second volume of the series includes applications of some powerful forecasting approaches with a focus on fuzzy time series methods. Chapters integrate these methods with concepts such as neural networks, high order multivariate systems, deterministic trends, distance measurement and much more. The chapters are contributed by eminent scholars and serve to motivate and accelerate future progress while introducing new branches of time series forecasting. This book is a valuable resource for MSc and PhD students, academic personnel and researchers seeking updated and critically important information on the concepts of advanced time series forecasting and its applications.
Author : Mohsen Hamoudia
Publisher : Springer Nature
ISBN 13 : 3031358791
Total Pages : 441 pages
Book Rating : 4.0/5 (313 download)
Download or read book Forecasting with Artificial Intelligence written by Mohsen Hamoudia and published by Springer Nature. This book was released on 2023-10-22 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive guide that explores the intersection of artificial intelligence and forecasting, providing the latest insights and trends in this rapidly evolving field. The book contains fourteen chapters covering a wide range of topics, including the concept of AI, its impact on economic decision-making, traditional and machine learning-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting, ensembling, deep learning, scalability in industrial and optimization applications, and forecasting performance evaluation. With key illustrations, state-of-the-art implementations, best practices, and notable advances, this book offers practical insights into the theory and practice of AI-based forecasting. This book is a valuable resource for anyone involved in forecasting, including forecasters, statisticians, data scientists, business analysts, or decision-makers.
Author : Yoshihisa Inada
Publisher : World Scientific
ISBN 13 : 9813232382
Total Pages : 126 pages
Book Rating : 4.8/5 (132 download)
Download or read book A Dynamic Use Of Survey Data And High Frequency Model Forecasting written by Yoshihisa Inada and published by World Scientific. This book was released on 2018-03-08 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume investigates the accuracy and dynamic performance of a high-frequency forecast model for the Japanese and United States economies based on the Current Quarter Model (CQM) or High Frequency Model (HFM) developed by the late Professor Emeritus Lawrence R. Klein. It also presents a survey of recent developments in high-frequency forecasts and gives an example application of the CQM model in forecasting Gross Regional Products (GRPs).
Author : Kostas I. Nikolopoulos
Publisher : John Wiley & Sons
ISBN 13 : 1119320763
Total Pages : 198 pages
Book Rating : 4.1/5 (193 download)
Download or read book Forecasting With The Theta Method written by Kostas I. Nikolopoulos and published by John Wiley & Sons. This book was released on 2019-03-18 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to be published on the Theta method, outlining under what conditions the method outperforms other forecasting methods This book is the first to detail the Theta method of forecasting – one of the most difficult-to-beat forecasting benchmarks, which topped the biggest forecasting competition in the world in 2000: the M3 competition. Written by two of the leading experts in the forecasting field, it illuminates the exact replication of the method and under what conditions the method outperforms other forecasting methods. Recent developments such as multivariate models are also included, as are a series of practical applications in finance, economics, and healthcare. The book also offers practical tools in MS Excel and guidance, as well as provisional access, for the use of R source code and respective packages. Forecasting with the Theta Method: Theory and Applications includes three main parts. The first part, titled Theory, Methods, Models & Applications details the new theory about the method. The second part, Applications & Performance in Forecasting Competitions, describes empirical results and simulations on the method. The last part roadmaps future research and also include contributions from another leading scholar of the method – Dr. Fotios Petropoulos. First ever book to be published on the Theta Method Explores new theory and exact conditions under which methods would outperform most forecasting benchmarks Clearly written with practical applications Employs R – open source code with all included implementations Forecasting with the Theta Method: Theory and Applications is a valuable tool for both academics and practitioners involved in forecasting and respective software development.
Author : Cheng F. Lee
Publisher : Center for PBBEFR & Ainosco Press
ISBN 13 : 9866286746
Total Pages : pages
Book Rating : 4.8/5 (662 download)
Download or read book Advances in Financial Planning and Forecasting (New Series) Vol．9 written by Cheng F. Lee and published by Center for PBBEFR & Ainosco Press. This book was released on 2018-01-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Financial Planning and Froecasting (New Series) is an annual publication designed to disseminate developments in the area of financial analysis, planning, and forecasting. The publication is a froum for statistical, quantitative, and accounting analyses of issues in financial analysis and planning in terms of finance, accounting, and economic data.
Author : Delun Wang
Publisher : Springer Nature
ISBN 13 : 9811501424
Total Pages : 649 pages
Book Rating : 4.8/5 (115 download)
Download or read book Recent Advances in Mechanisms, Transmissions and Applications written by Delun Wang and published by Springer Nature. This book was released on 2019-09-06 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gathering the proceedings of the conference MeTrApp 2019, this book covers topics such as mechanism and machinery design, parallel manipulators, robotics and mechatronics, control applications, mechanical transmissions, cam and gear mechanisms, and dynamics of machinery. MeTrApp 2019 provided researchers, scientists, industry experts, and graduate students from around the globe with a platform to share their cutting-edge work on mechanisms, transmissions, and their applications. The proceedings extend this platform to all researchers, scientists, industry experts, and students interested in these fields.
Author : Clemente Ocejo Elizondo
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)
Download or read book Modeling with Attention in Demand Forecasting and Beyond written by Clemente Ocejo Elizondo and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time series forecasting is an important task in many fields from supply chain management to weather forecasting. Traditionally there have been many simple models that extrapolate trends and seasonal patterns from individual time series in order to forecast future values, but not until recently have DNNs (Deep Neural Networks) been leveraged to capture complex relationships between time series as well as within the time series. Recent advances in Transformer architectures have shown promising results in this domain but have yet to show success in a retail settings. In these settings, forecasts are needed at granular levels (product-store) where the data is quite sparse. In this work we will develop new Transformer-based models to successfully predict the demand of a retailer in a medical device manufacturing setting. We will do this by proposing new positional encoding methods that aim to capture trends that specific medical products follow. We also propose new attention mechanisms attending over features and time series independently to generate more descriptive interactions. Ultimately we hope to combine this Transformer with more traditional time series models such as Holt-Winters as a way to alleviate some of the predictive responsibility from the Transformer which require relatively large amounts of data to train as compared to traditional time series methods.
Author : Abdo Abou Jaoude
Publisher :
ISBN 13 : 9781838808280
Total Pages : pages
Book Rating : 4.8/5 (82 download)
Download or read book Forecasting in Mathematics written by Abdo Abou Jaoude and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yasuhiro Kawahara
Publisher : Springer Nature
ISBN 13 : 9811973113
Total Pages : 284 pages
Book Rating : 4.8/5 (119 download)
Download or read book The Social City written by Yasuhiro Kawahara and published by Springer Nature. This book was released on 2023-03-20 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first coherent presentation of the latest research and practices concerned with how recent advances in mobile information and communication technology (ICT) and the Internet of Things (IoT) are utilized to enhance the value of the city and change the way that city planning and management are carried out. Its salient feature is the pursuit of the individual-oriented evaluative point of view regarding the city. This view considers the value of the city to be the total of visit-values individuals feel and appreciate when they visit the city. The visit-value is conceptualized as the intangible asset value of the attractiveness of the city that visitors form in their minds based on their experiences and activities in the city, transactions with city space, and communications with other people. Visitors to the city may well be quite heterogeneous individuals with different motives and preferences. Thus, to enhance the value of the city, quite different visit values of heterogeneous individuals should be enhanced simultaneously, which necessitates the use of ICT and IoT in living spaces. Based on this view, the city utilizing ICT and IoT to enhance the value of the city is called the social city. Whereas many other books deal with the impacts of the advances in mobile ICT on the city, they only discuss how these advances change the infrastructure of the city but do not discuss how these technological advances can be utilized to enhance the city’s value. This book first develops the concept of the social city based on an individual micro-behavioral approach. Then, it presents the latest studies on technological components of the social city, such as the human-sensing technology for estimating individual behavior, decision making, and mood; the visualizing technology of the thermal 3-dimensional environment of the city; and the social-sensing technology using social networking service (SNS) for measuring and creating an atmosphere of city space. Finally, it envisages the future of the social city.
Author : Witold Pedrycz
Publisher : Springer
ISBN 13 : 9783642334405
Total Pages : 404 pages
Book Rating : 4.3/5 (344 download)
Download or read book Time Series Analysis, Modeling and Applications written by Witold Pedrycz and published by Springer. This book was released on 2012-11-26 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Temporal and spatiotemporal data form an inherent fabric of the society as we are faced with streams of data coming from numerous sensors, data feeds, recordings associated with numerous areas of application embracing physical and human-generated phenomena (environmental data, financial markets, Internet activities, etc.). A quest for a thorough analysis, interpretation, modeling and prediction of time series comes with an ongoing challenge for developing models that are both accurate and user-friendly (interpretable). The volume is aimed to exploit the conceptual and algorithmic framework of Computational Intelligence (CI) to form a cohesive and comprehensive environment for building models of time series. The contributions covered in the volume are fully reflective of the wealth of the CI technologies by bringing together ideas, algorithms, and numeric studies, which convincingly demonstrate their relevance, maturity and visible usefulness. It reflects upon the truly remarkable diversity of methodological and algorithmic approaches and case studies. This volume is aimed at a broad audience of researchers and practitioners engaged in various branches of operations research, management, social sciences, engineering, and economics. Owing to the nature of the material being covered and a way it has been arranged, it establishes a comprehensive and timely picture of the ongoing pursuits in the area and fosters further developments.
Author : Basel M. Al-Eideh
Publisher :
ISBN 13 : 9783659845901
Total Pages : 416 pages
Book Rating : 4.8/5 (459 download)
Download or read book Applied Modeling and Forecasting written by Basel M. Al-Eideh and published by . This book was released on 2017-04-18 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Yuxin Peng
Publisher : Springer
ISBN 13 : 3030026981
Total Pages : 692 pages
Book Rating : 4.0/5 (3 download)
Download or read book Intelligence Science and Big Data Engineering written by Yuxin Peng and published by Springer. This book was released on 2018-11-08 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 8th International Conference on Intelligence Science and Big DataEngineering, IScIDE 2018, held in Lanzhou, China, in August 2018.The 59 full papers presented in this book were carefully reviewed and selected from 121 submissions.They are grouped in topical sections on robots and intelligent systems; statistics and learning; deep learning; objects and language; classification and clustering; imaging; and biomedical signal processing.
