Time-Series Prediction and Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Time-Series Prediction and Applications write by Amit Konar. This book was released on 2017-03-25. Time-Series Prediction and Applications available in PDF, EPUB and Kindle. This book presents machine learning and type-2 fuzzy sets for the prediction of time-series with a particular focus on business forecasting applications. It also proposes new uncertainty management techniques in an economic time-series using type-2 fuzzy sets for prediction of the time-series at a given time point from its preceding value in fluctuating business environments. It employs machine learning to determine repetitively occurring similar structural patterns in the time-series and uses stochastic automaton to predict the most probabilistic structure at a given partition of the time-series. Such predictions help in determining probabilistic moves in a stock index time-series Primarily written for graduate students and researchers in computer science, the book is equally useful for researchers/professionals in business intelligence and stock index prediction. A background of undergraduate level mathematics is presumed, although not mandatory, for most of the sections. Exercises with tips are provided at the end of each chapter to the readers’ ability and understanding of the topics covered.
Time Series
Time Series - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Time Series write by G. J. Janacek. This book was released on 1993. Time Series available in PDF, EPUB and Kindle. This introduction to time series analysis has been written for undergraduates and postgraduates, and assumes some basic statistical knowledge. Using a general state space model, the authors draw together methodologies to enable the development of methods for estimation and forecasting.
Time Series Prediction
Time Series Prediction - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Time Series Prediction write by Andreas S. Weigend. This book was released on 2018-05-04. Time Series Prediction available in PDF, EPUB and Kindle. The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.
Time Series Analysis, Modeling and Applications
Time Series Analysis, Modeling and Applications - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Time Series Analysis, Modeling and Applications write by Witold Pedrycz. This book was released on 2012-11-29. Time Series Analysis, Modeling and Applications available in PDF, EPUB and Kindle. 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.
Computational Intelligence in Time Series Forecasting
Computational Intelligence in Time Series Forecasting - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Computational Intelligence in Time Series Forecasting write by Ajoy K. Palit. This book was released on 2006-01-04. Computational Intelligence in Time Series Forecasting available in PDF, EPUB and Kindle. Foresight in an engineering business can make the difference between success and failure, and can be vital to the effective control of industrial systems. The authors of this book harness the power of intelligent technologies individually and in combination.
