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Advances in Machine Learning II (Record no. 11128)

000 -LEADER
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003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140310143342.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100301s2010 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642051791
978-3-642-05179-1
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 23
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg,
-- 2010.
912 ## -
-- ZDB-2-ENG
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Koronacki, Jacek.
Relator term editor.
245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE
Title Advances in Machine Learning II
Medium [electronic resource] :
Remainder of title Dedicated to the Memory of Professor Ryszard S.Michalski /
Statement of responsibility, etc edited by Jacek Koronacki, Zbigniew W. Raś, Sławomir T. Wierzchoń, Janusz Kacprzyk.
300 ## - PHYSICAL DESCRIPTION
Other physical details online resource.
440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Studies in Computational Intelligence,
International Standard Serial Number 1860-949X ;
Volume number/sequential designation 263
505 0# - FORMATTED CONTENTS NOTE
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 ## - SUMMARY, 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering.
Topical term or geographic name as entry element Artificial intelligence.
Topical term or geographic name as entry element Engineering.
Topical term or geographic name as entry element Computational Intelligence.
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Raś, Zbigniew W.
Relator term editor.
Personal name Wierzchoń, Sławomir T.
Relator term editor.
Personal name Kacprzyk, Janusz.
Relator term editor.
710 2# - ADDED ENTRY--CORPORATE NAME
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
Display text Printed edition:
International Standard Book Number 9783642051784
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-05179-1
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type E-Book
Copies
Price effective from Permanent location Date last seen Not for loan Date acquired Source of classification or shelving scheme Koha item type Damaged status Lost status Withdrawn status Current location Full call number
2014-03-31AUM Main Library2014-03-31 2014-03-31 E-Book   AUM Main Library006.3