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Advances in Intelligent Data Analysis Reasoning about Data (Record no. 14349)

000 -LEADER
fixed length control field 06100nam a22006375i 4500
001 - CONTROL NUMBER
control field 978-3-540-69520-2
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170515111448.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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fixed length control field 121227s1997 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783540695202
-- 978-3-540-69520-2
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/BFb0052824
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.D3
072 #7 - SUBJECT CATEGORY CODE
Subject category code UN
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMT
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.74
Edition number 23
245 10 - TITLE STATEMENT
Title Advances in Intelligent Data Analysis Reasoning about Data
Medium [electronic resource] :
Remainder of title Second International Symposium, IDA-97 London, UK, August 4–6, 1997 Proceedings /
Statement of responsibility, etc edited by Xiaohui Liu, Paul Cohen, Michael Berthold.
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg :
-- Imprint: Springer,
-- 1997.
300 ## - PHYSICAL DESCRIPTION
Extent XIII, 627 p.
Other physical details online resource.
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-- computer
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-- online resource
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-- text file
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490 1# - SERIES STATEMENT
Series statement Lecture Notes in Computer Science,
International Standard Serial Number 0302-9743 ;
Volume number/sequential designation 1280
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intelligent data analysis: Issues and opportunities -- Decomposition of heterogeneous classification problems -- Managing dialogue in a statistical expert assistant with a cluster-based user model -- How to find big-oh in your data set (and how not to) -- Data classification using a W.I.S.E. toolbox -- Mill's methods for complete Intelligent Data Analysis -- Integrating many techniques for discovering structure in data -- Meta-Reasoning for Data Analysis Tool Allocation -- Navigation for data analysis systems -- An annotated data collection system to support intelligent analysis of Intensive Care Unit data -- A combined approach to uncertain data analysis -- A connectionist approach to the distance-based analysis of relational data -- Efficient GA based techniques for automating the design of classification models -- Data representations and machine learning techniques -- Development of a knowledge-driven constructive induction mechanism -- Oblique linear tree -- Feature selection for neural networks through functional links found by evolutionary computation -- Building simple models: A case study with decision trees -- Exploiting symbolic learning in visual inspection -- Forming categories in exploratory data analysis and data mining -- A systematic description of greedy optimisation algorithms for cost sensitive generalisation -- Dissimilarity measure for collections of objects and values -- ECG segmentation using time-warping -- Interpreting longitudinal data through temporal abstractions: An application to diabetic patients monitoring -- Intelligent support for multidimensional data analysis in environmental epidemiology -- Network performance assessment for Neurofuzzy data modelling -- A genetic approach to fuzzy clustering with a validity measure fitness function -- The analysis of artificial neural network data models -- Simulation data analysis using Fuzzy Graphs -- Mathematical analysis of fuzzy classifiers -- Neuro-fuzzy diagnosis system with a rated diagnosis reliability and visual data analysis -- Genetic Fuzzy Clustering by means of discovering membership functions -- A strategy for increasing the efficiency of rule discovery in data mining -- Intelligent text analysis for dynamically maintaining and updating domain knowledge bases -- Knowledge discovery in endgame databases -- Parallel induction algorithms for data mining -- Data analysis for query processing -- Datum discovery -- A connectionist approach to extracting knowledge from databases -- A modulated Parzen-windows approach for probability density estimation -- Improvement on estimating quantites in finite population using indirect methods of estimation -- Robustness of clustering under outliers -- The BANG-clustering system: Grid-based data analysis -- Techniques for dealing with missing values in classification -- The use of exogenous knowledge to learn Bayesian Networks from incomplete databases -- Reasoning about outliers by modelling noisy data -- Reasoning about sensor data for automated system identification -- Modelling discrete event sequences as state transition diagrams -- Detecting and describing patterns in time-varying data using wavelets -- Diagnosis of tank ballast systems -- Qualitative uncertainty models from random set theory.
520 ## - SUMMARY, ETC.
Summary, etc This book constitutes the refereed proceedings of the Second International Symposium on Intelligent Data Analysis, IDA-97, held in London, UK, in August 1997. The volume presents 50 revised full papers selected from a total of 107 submissions. Also included is a keynote, Intelligent Data Analysis: Issues and Opportunities, by David J. Hand. The papers are organized in sections on exploratory data analysis, preprocessing and tools; classification and feature selection; medical applications; soft computing; knowledge discovery and data mining; estimation and clustering; data quality; qualitative models.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information technology.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Business
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database management.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information storage and retrieval.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern recognition.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Complexity, Computational.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Science.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database Management.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence (incl. Robotics).
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information Storage and Retrieval.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern Recognition.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Complexity.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element IT in Business.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Liu, Xiaohui.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cohen, Paul.
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Berthold, Michael.
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 9783540633464
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Computer Science,
-- 0302-9743 ;
Volume number/sequential designation 1280
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/BFb0052824
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
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Koha item type e-Book

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