Developments in Data Extraction, Management, and Analysis, Nhung Do, J. Wenny Rahayu, Torab Torabi

Автор: Kalita
Название: Recent Developments in Machine Learning and Data Analytics
ISBN: 9811312796 ISBN-13(EAN): 9789811312793
Издательство: Springer
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Описание: This book presents high-quality papers from an international forum for research on computational approaches to learning. Further, it features work that shows how to apply learning methods to solve important application problems as well as how machine learning research is conducted.

Автор: Francesco Mola; Claudio Conversano; Maurizio Vichi
Название: Classification, (Big) Data Analysis and Statistical Learning
ISBN: 3319557076 ISBN-13(EAN): 9783319557076
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social networks. It covers both methodological aspects as well as applications to a wide range of areas such as economics, marketing, education, social sciences, medicine, environmental sciences and the pharmaceutical industry. In addition, it describes the basic features of the software behind the data analysis results, and provides links to the corresponding codes and data sets where necessary. This book is intended for researchers and practitioners who are interested in the latest developments and applications in the field. The peer-reviewed contributions were presented at the 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in Santa Margherita di Pula (Cagliari), Italy, October 8–10, 2015.

Автор: Ahmed
Название: Big and Complex Data Analysis
ISBN: 3319415727 ISBN-13(EAN): 9783319415727
Издательство: Springer
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Цена: 15372.00 р.
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Описание: This volume conveys some of the surprises, puzzles and success stories in high-dimensional and complex data analysis and related fields. Examples include epigenomic data, genomic data, proteomic data, high-resolution image data, high-frequency financial data, functional and longitudinal data, and network data.

Автор: Christian Moewes; Andreas N?rnberger
Название: Computational Intelligence in Intelligent Data Analysis
ISBN: 3642430856 ISBN-13(EAN): 9783642430855
Издательство: Springer
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Цена: 26120.00 р.
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Описание: Complex systems and their phenomena are ubiquitous as they can befound in biology, finance, the humanities, management sciences,medicine, physics and similar fields.For many problems in these fields, there are no conventional ways tomathematically or analytically solve them completely at low cost.

Автор: Basant Agarwal; Namita Mittal
Название: Prominent Feature Extraction for Sentiment Analysis
ISBN: 3319253417 ISBN-13(EAN): 9783319253411
Издательство: Springer
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Цена: 18284.00 р.
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Описание:

1 Introduction

2 Literature Survey

3 Machine Learning Approach for Sentiment Analysis

4 Semantic Parsing using Dependency Rules

5 Sentiment Analysis using ConceptNet Ontology and Context

Information

6 Semantic Orientation based Approach for Sentiment Analysis

7 Conclusions and FutureWork

References

Glossary
Index

Автор: J.-L. Starck; F. Murtagh
Название: Astronomical Image and Data Analysis
ISBN: 3642433537 ISBN-13(EAN): 9783642433535
Издательство: Springer
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Цена: 19564.00 р.
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Описание: to Applications and Methods.- Filtering.- Deconvolution.- Detection.- Image Compression.- Multichannel Data.- An Entropic Tour of Astronomical Data Analysis.- Astronomical Catalog Analysis.- Multiple Resolution in Data Storage and Retrieval.- Towards the Virtual Observatory.

Автор: Bostr?m
Название: Advances in Intelligent Data Analysis XV
ISBN: 3319463489 ISBN-13(EAN): 9783319463483
Издательство: Springer
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Цена: 9224.00 р.
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Описание: This book constitutes the refereed conference proceedings of the 15th International Conference on Intelligent Data Analysis, which was held in October 2016 in Stockholm, Sweden. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis.

Автор: Paolo Ceravolo; Rafael Accorsi; Philippe Cudre-Mau
Название: Data-Driven Process Discovery and Analysis
ISBN: 3662464357 ISBN-13(EAN): 9783662464359
Издательство: Springer
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Цена: 7267.00 р.
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Описание: This book constitutes the thoroughly refereed proceedings of the Third International Symposium on Data-Driven Process Discovery and Analysis held in Riva del Garda, Italy, in August 2013.The six revised full papers were carefully selected from 18 submissions.

Автор: Shalin Hai-Jew
Название: Social Media Data Extraction and Content Analysis
ISBN: 1522506489 ISBN-13(EAN): 9781522506485
Издательство: Mare Nostrum (Eurospan)
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Цена: 33403.00 р.
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Описание: Explores various social networking platforms and the technologies being utilized to gather and analyse information being posted to these venues. Highlighting emergent research, analytical techniques, and best practices in data extraction in global electronic culture, this publication is an essential reference source for researchers, academics, and professionals.

Автор: Christian Borgelt; Mar?a ?ngeles Gil; Jo?o M.C. So
Название: Towards Advanced Data Analysis by Combining Soft Computing and Statistics
ISBN: 3642443745 ISBN-13(EAN): 9783642443749
Издательство: Springer
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Цена: 20896.00 р.
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Описание: This book blends the adaptability and speed of soft computing with the rigor and precision of statistics to enhance the robustness and generalizability of data analysis, while preserving the flexibility to solve real-world problems intuitively and efficiently.

Автор: Zhang Rong Et Al
Название: Review Comment Analysis For E-Commerce
ISBN: 9813100044 ISBN-13(EAN): 9789813100046
Издательство: World Scientific Publishing
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Цена: 11880.00 р.
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Описание: This book presents the recent achievements on the processing of representative user generated content (UGC) on E-commerce websites. This large size of UGC is valuable information for data mining to help customer/object profiling. It provides a comprehensive overview on the concept of customer credibility, object-oriented review summarization technology and content-based collaborative filtering algorithm. It covers a feedback mechanism which is designed to discover customer credibility, which is used to define the professional degree of review content; product-oriented review summarization for restaurants or trip arrangements, and introduced content-based collaborative filtering for product recommendation.

Автор: Dariusz Kr?l; Lech Madeyski; Ngoc Thanh Nguyen
Название: Recent Developments in Intelligent Information and Database Systems
ISBN: 3319312766 ISBN-13(EAN): 9783319312767
Издательство: Springer
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Цена: 20896.00 р.
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Описание: Part I: Computational Intelligence in Data Mining and Machine Learning.- Part II: Ontologies, Social Networks and Recommendation Systems.- Part III: Web Services, Cloud Computing, Security and IntelligentInternet Systems.- Part IV: Knowledge Management and Language Processing.- Part V: Image, Video, Motion Analysis and Recognition.- Part VI: Advanced Computing Applications and Technologies.