Advances in Machine Learning II (Registro nro. 201623)

MARC details
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001 - NÚMERO DE CONTROL
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003 - IDENTIFICADOR DEL NÚMERO DE CONTROL
control field SIRSI
005 - FECHA Y HORA DE LA ULTIMA TRANSACCIÓN
control field 20160812084201.0
007 - CAMPO FIJO DE DESCRIPCIÓN FIJA--INFORMACIÓN GENERAL
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008 - ELEMENTOS DE LONGITUD FIJA -- INFORMACIÓN GENERAL
fixed length control field 100301s2010 gw | s |||| 0|eng d
020 ## - NÚMERO INTERNACIONAL NORMALIZADO PARA LIBROS
International Standard Book Number 9783642051791
-- 978-3-642-05179-1
040 ## - FUENTE DE CATALOGACIÓN
Transcribing agency MX-MeUAM
050 #4 - SIGNATURA TOPOGRÁFICA DE LA BIBLIOTECA DEL CONGRESO
Classification number Q342
082 04 - NÚMERO DE CLASIFICACIÓN DECIMAL DEWEY
Classification number 006.3
Edition number 23
100 1# - ASIENTO PRINCIPAL--NOMBRE PERSONAL
Personal name Koronacki, Jacek.
Relator term editor.
245 10 - MENCIÓN DE TITULO
Title Advances in Machine Learning II
Medium [recurso electrónico] :
Remainder of title Dedicated to the Memory of Professor Ryszard S.Michalski /
Statement of responsibility, etc. edited by Jacek Koronacki, Zbigniew W. Ras, Slawomir T. Wierzchon, Janusz Kacprzyk.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Berlin, Heidelberg :
Name of producer, publisher, distributor, manufacturer Springer Berlin Heidelberg,
Date of production, publication, distribution, manufacture, or copyright notice 2010.
300 ## - DESCRIPCIÓN FÍSICA
Extent XIX, 531 p.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - MENCIÓN DE SERIE
Series statement Studies in Computational Intelligence,
International Standard Serial Number 1860-949X ;
Volume/sequential designation 263
505 0# - NOTA DE CONTENIDO
Formatted contents note General Issues -- Knowledge-Oriented and Distributed Unsupervised Learning for Concept Elicitation -- Toward Interactive Computations: A Rough-Granular Approach -- Data Privacy: From Technology to Economics -- Adapting to Human Gamers Using Coevolution -- Wisdom of Crowds in the Prisoner’s Dilemma Context -- Logical and Relational Learning, and Beyond -- Towards Multistrategic Statistical Relational Learning -- About Knowledge and Inference in Logical and Relational Learning -- Two Examples of Computational Creativity: ILP Multiple Predicate Synthesis and the ‘Assets’ in Theorem Proving -- Logical Aspects of the Measures of Interestingness of Association Rules -- Text and Web Mining -- Clustering the Web 2.0 -- Induction in Multi-Label Text Classification Domains -- Cluster-Lift Method for Mapping Research Activities over a Concept Tree -- On Concise Representations of Frequent Patterns Admitting Negation -- Classification and Beyond -- A System to Detect Inconsistencies between a Domain Expert’s Different Perspectives on (Classification) Tasks -- The Dynamics of Multiagent Q-Learning in Commodity Market Resource Allocation -- Simple Algorithms for Frequent Item Set Mining -- Monte Carlo Feature Selection and Interdependency Discovery in Supervised Classification -- Machine Learning Methods in Automatic Image Annotation -- Neural Networks and Other Nature Inspired Approaches -- Integrative Probabilistic Evolving Spiking Neural Networks Utilising Quantum Inspired Evolutionary Algorithm: A Computational Framework -- Machine Learning in Vector Models of Neural Networks -- Nature Inspired Multi-Swarm Heuristics for Multi-Knowledge Extraction -- Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks -- Neural Network and Artificial Immune Systems for Malware and Network Intrusion Detection -- Immunocomputing for Speaker Recognition.
520 ## - NOTA DE RESUMEN, ETC.
Summary, etc. This is the second volume of a large two-volume editorial project we wish to dedicate to the memory of the late Professor Ryszard S. Michalski who passed away in 2007. He was one of the fathers of machine learning, an exciting and relevant, both from the practical and theoretical points of view, area in modern computer science and information technology. His research career started in the mid-1960s in Poland, in the Institute of Automation, Polish Academy of Sciences in Warsaw, Poland. He left for the USA in 1970, and since then had worked there at various universities, notably, at the University of Illinois at Urbana – Champaign and finally, until his untimely death, at George Mason University. We, the editors, had been lucky to be able to meet and collaborate with Ryszard for years, indeed some of us knew him when he was still in Poland. After he started working in the USA, he was a frequent visitor to Poland, taking part at many conferences until his death. We had also witnessed with a great personal pleasure honors and awards he had received over the years, notably when some years ago he was elected Foreign Member of the Polish Academy of Sciences among some top scientists and scholars from all over the world, including Nobel prize winners. Professor Michalski’s research results influenced very strongly the development of machine learning, data mining, and related areas. Also, he inspired many established and younger scholars and scientists all over the world. We feel very happy that so many top scientists from all over the world agreed to pay the last tribute to Professor Michalski by writing papers in their areas of research. These papers will constitute the most appropriate tribute to Professor Michalski, a devoted scholar and researcher. Moreover, we believe that they will inspire many newcomers and younger researchers in the area of broadly perceived machine learning, data analysis and data mining. The papers included in the two volumes, Machine Learning I and Machine Learning II, cover diverse topics, and various aspects of the fields involved. For convenience of the potential readers, we will now briefly summarize the contents of the particular chapters.
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650 #0 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMÁTICO
Topical term or geographic name as entry element Engineering.
650 #0 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMÁTICO
Topical term or geographic name as entry element Artificial intelligence.
650 14 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMÁTICO
Topical term or geographic name as entry element Engineering.
650 24 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMÁTICO
Topical term or geographic name as entry element Computational Intelligence.
650 24 - ASIENTO SECUNDARIO DE MATERIA - TERMINO TEMÁTICO
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
700 1# - ASIENTO SECUNDARIO - NOMBRE PERSONAL
Personal name Ras, Zbigniew W.
Relator term editor.
700 1# - ASIENTO SECUNDARIO - NOMBRE PERSONAL
Personal name Wierzchon, Slawomir T.
Relator term editor.
700 1# - ASIENTO SECUNDARIO - NOMBRE PERSONAL
Personal name Kacprzyk, Janusz.
Relator term editor.
710 2# - ASIENTO SECUNDARIO - NOMBRE CORPORATIVO
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783642051784
830 #0 - ASIENTO SECUNDARIO DE SERIE--TITULO UNIFORME
Uniform title Studies in Computational Intelligence,
International Standard Serial Number 1860-949X ;
Volume number/sequential designation 263
856 40 - LOCALIZACIÓN Y ACCESO ELECTRÓNICOS
Public note Libro electrónico
Uniform Resource Identifier <a href="http://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-05179-1">http://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-05179-1</a>
942 ## - TIPO DE MATERIAL (KOHA)
Koha item type Libro Electrónico
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    Colección de Libros Electrónicos Biblioteca Electrónica Biblioteca Electrónica     Q342 373743-2001 12/08/2016 1 Libro Electrónico

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