Data Mining With Ontologies Implementations Findings And Frameworks
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Author | : Nigro, Hector Oscar |
Publisher | : IGI Global |
Total Pages | : 312 |
Release | : 2007-07-31 |
Genre | : Computers |
ISBN | : 1599046202 |
Download Data Mining with Ontologies: Implementations, Findings, and Frameworks Book in PDF, Epub and Kindle
"Prior knowledge in data mining is helpful for selecting suitable data and mining techniques, pruning the space of hypothesis, representing the output in a comprehensible way, and improving the overall method. This book examines methodologies and research for the development of ontological foundations for data mining to enhance the ability of ontology utilization and design"--Provided by publisher.
Author | : Berka, Petr |
Publisher | : IGI Global |
Total Pages | : 464 |
Release | : 2009-02-28 |
Genre | : Computers |
ISBN | : 1605662194 |
Download Data Mining and Medical Knowledge Management: Cases and Applications Book in PDF, Epub and Kindle
The healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment. Data Mining and Medical Knowledge Management: Cases and Applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. A premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.
Author | : Rodrigues, Joel J.P.C. |
Publisher | : IGI Global |
Total Pages | : 2311 |
Release | : 2009-12-31 |
Genre | : Computers |
ISBN | : 160566989X |
Download Health Information Systems: Concepts, Methodologies, Tools, and Applications Book in PDF, Epub and Kindle
"This reference set provides a complete understanding of the development of applications and concepts in clinical, patient, and hospital information systems"--Provided by publisher.
Author | : Ladjel Bellatreche |
Publisher | : Springer |
Total Pages | : 298 |
Release | : 2011-10-07 |
Genre | : Computers |
ISBN | : 3642244432 |
Download Model and Data Engineering Book in PDF, Epub and Kindle
This book constitutes the refereed proceedings of the First International Conference on Model and Data Engineering, MEDI 2011, held in Óbidos, Portugal, in September 2011. The 18 revised full papers presented together with 8 short papers and three keynotes were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on ontology engineering; Web services and security; advanced systems; knowledge management; model specification and verification; and models engineering.
Author | : Kimito Funatsu |
Publisher | : BoD – Books on Demand |
Total Pages | : 600 |
Release | : 2011-01-21 |
Genre | : Computers |
ISBN | : 9533075473 |
Download New Fundamental Technologies in Data Mining Book in PDF, Epub and Kindle
The progress of data mining technology and large public popularity establish a need for a comprehensive text on the subject. The series of books entitled by "Data Mining" address the need by presenting in-depth description of novel mining algorithms and many useful applications. In addition to understanding each section deeply, the two books present useful hints and strategies to solving problems in the following chapters. The contributing authors have highlighted many future research directions that will foster multi-disciplinary collaborations and hence will lead to significant development in the field of data mining.
Author | : Sašo Džeroski |
Publisher | : Springer Science & Business Media |
Total Pages | : 458 |
Release | : 2010-11-18 |
Genre | : Computers |
ISBN | : 1441977384 |
Download Inductive Databases and Constraint-Based Data Mining Book in PDF, Epub and Kindle
This book is about inductive databases and constraint-based data mining, emerging research topics lying at the intersection of data mining and database research. The aim of the book as to provide an overview of the state-of- the art in this novel and - citing research area. Of special interest are the recent methods for constraint-based mining of global models for prediction and clustering, the uni?cation of pattern mining approaches through constraint programming, the clari?cation of the re- tionship between mining local patterns and global models, and the proposed in- grative frameworks and approaches for inducive databases. On the application side, applications to practically relevant problems from bioinformatics are presented. Inductive databases (IDBs) represent a database view on data mining and kno- edge discovery. IDBs contain not only data, but also generalizations (patterns and models) valid in the data. In an IDB, ordinary queries can be used to access and - nipulate data, while inductive queries can be used to generate (mine), manipulate, and apply patterns and models. In the IDB framework, patterns and models become ”?rst-class citizens” and KDD becomes an extended querying process in which both the data and the patterns/models that hold in the data are queried.
Author | : Fosca Giannotti |
Publisher | : Springer Science & Business Media |
Total Pages | : 415 |
Release | : 2008-01-12 |
Genre | : Computers |
ISBN | : 3540751777 |
Download Mobility, Data Mining and Privacy Book in PDF, Epub and Kindle
Mobile communications and ubiquitous computing generate large volumes of data. Mining this data can produce useful knowledge, yet individual privacy is at risk. This book investigates the various scientific and technological issues of mobility data, open problems, and roadmap. The editors manage a research project called GeoPKDD, Geographic Privacy-Aware Knowledge Discovery and Delivery, and this book relates their findings in 13 chapters covering all related subjects.
Author | : Johannes Fürnkranz |
Publisher | : Springer |
Total Pages | : 371 |
Release | : 2013-09-30 |
Genre | : Computers |
ISBN | : 3642408974 |
Download Discovery Science Book in PDF, Epub and Kindle
This book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and selected from 52 submissions. They cover recent advances in the development and analysis of methods of automatic scientific knowledge discovery, machine learning, intelligent data analysis, and their application to knowledge discovery.
Author | : Ordóñez de Pablos, Patricia |
Publisher | : IGI Global |
Total Pages | : 434 |
Release | : 2012-11-30 |
Genre | : Computers |
ISBN | : 1466624957 |
Download Advancing Information Management through Semantic Web Concepts and Ontologies Book in PDF, Epub and Kindle
"This book provides an analysis and introduction on the concept of combining the areas of semantic web and web mining, emphasizing semantics in technologies, reasoning, content searching and social media"--Provided by publisher.
Author | : A. Ławrynowicz |
Publisher | : IOS Press |
Total Pages | : 210 |
Release | : 2017-04-18 |
Genre | : Computers |
ISBN | : 1614997462 |
Download Semantic Data Mining Book in PDF, Epub and Kindle
Ontologies are now increasingly used to integrate, and organize data and knowledge, particularly in data and knowledge-intensive applications in both research and industry. The book is devoted to semantic data mining – a data mining approach where domain ontologies are used as background knowledge, and where the new challenge is to mine knowledge encoded in domain ontologies and knowledge graphs, rather than only purely empirical data. The introductory chapters of the book provide theoretical foundations of both data mining and ontology representation. Taking a unified perspective, the book then covers several methods for semantic data mining, addressing tasks such as pattern mining, classification and similarity-based approaches. It attempts to provide state-of-the-art answers to specific challenges and peculiarities of data mining with use of ontologies, in particular: How to deal with incompleteness of knowledge and the so-called Open World Assumption? What is a truly “semantic” similarity measure? The book contains several chapters with examples of applications of semantic data mining. The examples start from a scenario with moderate use of lightweight ontologies for knowledge graph enrichment and end with a full-fledged scenario of an intelligent knowledge discovery assistant using complex domain ontologies for meta-mining, i.e., an ontology-based meta-learning approach to full data mining processes. The book is intended for researchers in the fields of semantic technologies, knowledge engineering, data science, and data mining, and developers of knowledge-based systems and applications.