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Learn how to apply the principles of machine learning to time series modeling with this indispensable resource Machine Learning for Time Series Forecasting with Python is an incisive and straightforward examination of one of the most crucial elements of...
Editeur :
Wiley
Parution :
2020-12-03
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Focusing on methodologies, applications and challenges of textual data analysis and related fields, this book gathers selected and peer-reviewed contributions presented at the 14th International Conference on Statistical Analysis of Textual Data (JADT 2018), held in...
Editeur :
Springer
Parution :
2020-11-24
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This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlight the latest developments in k-nearest neighbor-based outlier detection...
Editeur :
Springer
Parution :
2020-11-24
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This book gathers selected high-quality research papers from the International Conference on Computational Methods and Data Engineering (ICMDE 2020), held at SRM University, Sonipat, Delhi-NCR, India. Focusing on cutting-edge technologies and the most dynamic areas of...
Editeur :
Springer
Parution :
2020-11-04
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Provides a foundation in classical parametric methods of regression and classification essential for pursuing advanced topics in predictive analytics and statistical learning This book covers a broad range of topics in parametric regression and classification including...
Editeur :
Wiley
Parution :
2020-09-30
Collection :
Wiley Series in Probability and Statistics
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This book gathers selected high-quality research papers from the International Conference on Computational Methods and Data Engineering (ICMDE 2020), held at SRM University, Sonipat, Delhi-NCR, India. Focusing on cutting-edge technologies and the most dynamic areas of...
Editeur :
Springer
Parution :
2020-08-19
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We intend to edit a Festschrift for Henk Moed combining a “best of” collection of his papers and new contributions (original research papers) by authors having worked and collaborated with him. The outcome of this original combination aims to provide an overview of the...
Editeur :
Springer
Parution :
2020-07-23
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This book gathers the latest advances, innovations, and applications in the field of information technology in civil and building engineering, presented at the 18th International Conference on Computing in Civil and Building Engineering (ICCCBE), São Paulo, Brazil,...
Editeur :
Springer
Parution :
2020-07-14
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This book presents established and state-of-the-art methods in Language Technology (including text mining, corpus linguistics, computational linguistics, and natural language processing), and demonstrates how they can be applied by humanities scholars working with...
Editeur :
Palgrave Macmillan
Parution :
2020-07-13
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With the advancements of semantic web, ontology has become the crucial mechanism for representing concepts in various domains. For research and dispersal of customized healthcare services, a major challenge is to efficiently retrieve and analyze individual patient data...
Editeur :
Wiley-Scrivener
Parution :
2020-07-10
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This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple...
Editeur :
Springer
Parution :
2020-07-03
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Deep reinforcement learning (DRL) is the combination of reinforcement learning (RL) and deep learning. It has been able to solve a wide range of complex decision-making tasks that were previously out of reach for a machine, and famously contributed to the success of...
Editeur :
Springer
Parution :
2020-06-29
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This book includes selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020), hosted by Gandhinagar Institute of Technology (GIT), Gujarat, India, on January 24–25, 2020. The proceedings present original and...
Editeur :
Springer
Parution :
2020-06-17
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The book discusses machine learning-based decision-making models, and presents intelligent, hybrid and adaptive methods and tools for solving complex learning and decision-making problems under conditions of uncertainty. Featuring contributions from data scientists,...
Editeur :
Springer
Parution :
2020-04-02
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This monograph discusses software reuse and how it can be applied at different stages of the software development process, on different types of data and at different levels of granularity. Several challenging hypotheses are analyzed and confronted using novel...
Editeur :
Springer
Parution :
2020-03-30
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The healthcare industry continues to face challenges in reducing costs and improving outcomes. Although healthcare is improving, many problems remain: longer wait times, shorter patient time with doctors, and redundant processes for each point of contact, to name but a...
Editeur :
Wiley
Parution :
2020-03-24
Collection :
Wiley and SAS Business Series
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Dieses Buch untersucht die Entwicklung von Communities mit Hilfe des GABEK®-Verfahrens Was hält Gemeinschaften zusammen? Diese Frage erforscht dieses Buch über die Entwicklung von Communities. Wichtiges Werkzeug ist dabei das Verfahren GABEK®...
Editeur :
Springer Vieweg
Parution :
2020-02-18
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This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and...
Editeur :
Springer
Parution :
2020-02-03
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This book covers deep-learning-based approaches for sentiment analysis, a relatively new, but fast-growing research area, which has significantly changed in the past few years. The book presents a collection of state-of-the-art approaches, focusing on the...
Editeur :
Springer
Parution :
2020-01-24
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This book includes selected papers presented at the International Conference on Marketing and Technologies (ICMarkTech 2019), held at Maieutica Academic Campus (University Institute of Maia & Polytechnic Institute of Maia) in Maia, Portugal, from 27 to 29 November 2019....
Editeur :
Springer
Parution :
2019-11-28
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