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Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for successful functioning...
Editeur :
Springer
Parution :
2012-08-14
ePub
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Data matching (also known as record or data linkage, entity resolution, object identification, or field matching) is the task of identifying, matching and merging records that correspond to the same entities from several databases or even within one database. Based on...
Editeur :
Springer
Parution :
2012-07-04
ePub
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'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and...
Editeur :
Springer
Parution :
2012-04-10
ePub
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The Web has become a rich source of personal information in the last few years. People twitter, blog, and chat online. Current feelings, experiences or latest news are posted. For instance, first hints to disease outbreaks, customer preferences, or political changes...
Editeur :
Springer
Parution :
2012-02-21
ePub
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An easy-to-follow introduction to support vector machines This book provides an in-depth, easy-to-follow introduction to support vector machines drawing only from minimal, carefully motivated technical and mathematical background material. It begins with a cohesive...
Editeur :
Wiley-Interscience
Parution :
2011-09-20
Collection :
Wiley Series on Methods and Applications in Data Mining
PDF, ePub
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This volume maps the watershed areas between two 'holy grails' of computer science: the identification and interpretation of affect – including sentiment and mood. The expression of sentiment and mood involves the use of metaphors, especially in emotive situations....
Editeur :
Springer
Parution :
2011-08-24
Collection :
Text, Speech and Language Technology
ePub
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The availability of geographic and geospatial information and services, especially on the open Web has become abundant in the last several years with the proliferation of online maps, geo-coding services, geospatial Web services and geospatially enabled applications....
Editeur :
Springer
Parution :
2011-06-11
ePub
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Data Mining for Genomics and Proteomics uses pragmatic examples and a complete case study to demonstrate step-by-step how biomedical studies can be used to maximize the chance of extracting new and useful biomedical knowledge from data. It is an excellent resource for...
Editeur :
Wiley-Interscience
Parution :
2010-07-16
Collection :
Wiley Series on Methods and Applications in Data Mining
PDF
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Multi-database mining has been recognized recently as an important and strategically essential area of research in data mining. In this book, we discuss various issues regarding the systematic and efficient development of multi-database mining applications. It explains...
Editeur :
Springer
Parution :
2010-06-14
ePub
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Web-based Support Systems (WSS) are an emerging multidisciplinary research area in which one studies the support of human activities with the Web as the common platform,mediumandinterface.TheInternetaffectseveryaspectofourmodernlife. Moving support systems to online is...
Editeur :
Springer
Parution :
2010-03-02
Collection :
Advanced Information and Knowledge Processing
ePub
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Provides readers with the methods, algorithms, and means to perform text mining tasks This book is devoted to the fundamentals of text mining using Perl, an open-source programming tool that is freely available via the Internet (www.perl.org). It covers mining ideas...
Editeur :
Wiley
Parution :
2008-08-28
Collection :
Wiley Series on Methods and Applications in Data Mining
PDF, ePub
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Information fusion techniques and aggregation operators produce the most comprehensive, specific datum about an entity using data supplied from different sources, thus enabling us to reduce noise, increase accuracy, summarize and extract information, and make decisions....
Editeur :
Springer
Parution :
2007-05-11
PDF
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This book introduces the reader to methods of data mining on the web, including uncovering patterns in web content (classification, clustering, language processing), structure (graphs, hubs, metrics), and usage (modeling, sequence analysis, performance).
Editeur :
Wiley-Interscience
Parution :
2007-05-04
PDF
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Data Streams: Models and Algorithms primarily discusses issues related to the mining aspects of data streams. Recent progress in hardware technology makes it possible for organizations to store and record large streams of transactional data. For example, even...
Editeur :
Springer
Parution :
2007-04-03
PDF
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Data mining has emerged as a significant technology for gaining knowledge from vast quantities of data. However, concerns are growing that use of this technology can violate individual privacy. These concerns have led to a backlash against the technology, for example, a...
Editeur :
Springer
Parution :
2006-09-28
PDF
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Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository.
This book first surveys, then...
Editeur :
Springer
Parution :
2006-05-28
PDF
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In many applications, e.g., bioinformatics, web access traces, system u- lization logs, etc., the data is naturally in the form of sequences. It has been of great interests to analyze the sequential data to find their inherent char- teristics. The sequential pattern is...
Editeur :
Springer
Parution :
2005-07-26
PDF
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With the advent of the Web along with the unprecedented amount of information available in electronic format, conceptual data analysis is more useful and practical than ever, because this technology addresses important limitations of the systems that currently support...
Editeur :
Wiley
Parution :
2004-10-22
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