Advances In Mining Graphs Trees And Sequences
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Advances In Mining Graphs Trees And Sequences
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Author : Takashi Washio
language : en
Publisher: IOS Press
Release Date : 2005
Advances In Mining Graphs Trees And Sequences written by Takashi Washio and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.
Ever since the early days of machine learning and data mining, it has been realized that the traditional attribute-value and item-set representations are too limited for many practical applications in domains such as chemistry, biology, network analysis and text mining. This has triggered a lot of research on mining and learning within alternative and more expressive representation formalisms such as computational logic, relational algebra, graphs, trees and sequences. The motivation for using graphs, trees and sequences. Is that they are 1) more expressive than flat representations, and 2) potentially more efficient than multi-relational learning and mining techniques. At the same time, the data structures of graphs, trees and sequences are among the best understood and most widely applied representations within computer science. Thus these representations offer ideal opportunities for developing interesting contributions in data mining and machine learning that are both theoretically well-founded and widely applicable. The goal of this book is to collect recent outstanding studies on mining and learning within graphs, trees and sequences in studies worldwide.
Special Issue On Advances In Mining Graphs Trees And Sequences
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Author :
language : en
Publisher:
Release Date : 2005
Special Issue On Advances In Mining Graphs Trees And Sequences written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Special Issue On Advances In Mining Graphs Trees And Sequences
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Author : Takashi Washio
language : en
Publisher:
Release Date : 2005
Special Issue On Advances In Mining Graphs Trees And Sequences written by Takashi Washio and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Data structures (Computer science) categories.
Mining Graph Data
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Author : Diane J. Cook
language : en
Publisher: John Wiley & Sons
Release Date : 2006-12-18
Mining Graph Data written by Diane J. Cook and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-18 with Technology & Engineering categories.
This text takes a focused and comprehensive look at mining data represented as a graph, with the latest findings and applications in both theory and practice provided. Even if you have minimal background in analyzing graph data, with this book you’ll be able to represent data as graphs, extract patterns and concepts from the data, and apply the methodologies presented in the text to real datasets. There is a misprint with the link to the accompanying Web page for this book. For those readers who would like to experiment with the techniques found in this book or test their own ideas on graph data, the Web page for the book should be http://www.eecs.wsu.edu/MGD.
Ecai 2006
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Author : G. Brewka
language : en
Publisher: IOS Press
Release Date : 2006-08-10
Ecai 2006 written by G. Brewka and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-08-10 with Computers categories.
In the summer of 1956, John McCarthy organized the famous Dartmouth Conference which is now commonly viewed as the founding event for the field of Artificial Intelligence. During the last 50 years, AI has seen a tremendous development and is now a well-established scientific discipline all over the world. Also in Europe AI is in excellent shape, as witnessed by the large number of high quality papers in this publication. In comparison with ECAI 2004, there’s a strong increase in the relative number of submissions from Distributed AI / Agents and Cognitive Modelling. Knowledge Representation & Reasoning is traditionally strong in Europe and remains the biggest area of ECAI-06. One reason the figures for Case-Based Reasoning are rather low is that much of the high quality work in this area has found its way into prestigious applications and is thus represented under the heading of PAIS.
Ecai 2006
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Author : Gerhard Brewka
language : en
Publisher: IOS Press
Release Date : 2006
Ecai 2006 written by Gerhard Brewka and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.
In the summer of 1956, John McCarthy organized the famous Dartmouth Conference which is now commonly viewed as the founding event for the field of Artificial Intelligence. During the last 50 years, AI has seen a tremendous development and is now a well-established scientific discipline all over the world. Also in Europe AI is in excellent shape, as witnessed by the large number of high quality papers in this publication. In comparison with ECAI 2004, there's a strong increase in the relative number of submissions from Distributed AI/Agents and Cognitive Modelling. Knowledge Representation & Reasoning is traditionally strong in Europe and remains the biggest area of ECAI 2006. One reason the figures for Case-Based Reasoning are rather low is that much of the high quality work in this area has found its way into prestigious applications and is thus represented under the heading of PAIS.
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Author :
language : en
Publisher: IOS Press
Release Date :
written by and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
New Trends In Applied Artificial Intelligence
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Author : Hiroshi G. Okuno
language : en
Publisher: Springer
Release Date : 2007-07-18
New Trends In Applied Artificial Intelligence written by Hiroshi G. Okuno and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-18 with Computers categories.
This book constitutes the refereed proceedings of the 20th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2007, held in Kyoto, Japan. Coverage includes text processing, fuzzy system applications, real-world interaction, data mining, machine learning chance discovery and social networks, e-commerce, heuristic search application systems, and other applications.
Advances In Knowledge Discovery And Data Mining
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Author : Joshua Zhexue Huang
language : en
Publisher: Springer
Release Date : 2011-05-27
Advances In Knowledge Discovery And Data Mining written by Joshua Zhexue Huang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-05-27 with Computers categories.
The two-volume set LNAI 6634 and 6635 constitutes the refereed proceedings of the 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2011, held in Shenzhen, China in May 2011. The total of 32 revised full papers and 58 revised short papers were carefully reviewed and selected from 331 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, machine learning, artificial intelligence and pattern recognition, data warehousing and databases, statistics, knowledge engineering, behavior sciences, visualization, and emerging areas such as social network analysis.
Information Modelling And Knowledge Bases Xvii
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Author : J. Henno
language : en
Publisher: IOS Press
Release Date : 2006-02-06
Information Modelling And Knowledge Bases Xvii written by J. Henno and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-02-06 with Computers categories.
The number of abstraction levels of information, the size of databases and knowledge bases and the amount and complexity of information stored in WWW are continuously growing. The aim of this series of Information Modelling and Knowledge Bases is to bring together experts from different areas who have a common interest in understanding and solving problems of information modelling and knowledge bases, as well as applying the results of research into practice. We aim at recognizing and pursuing research on new topics in the area of information modelling and knowledge bases, but also in connected areas in philosophy and logic, cognitive science, knowledge management, linguistics, multimedia, theory and practice of semantic web, software engineering and business management. The papers in this book present a valuable advancement in the area of information modelling and knowledge bases research and practice.