Advances in Intelligent Data Analysis. Reasoning about Data (Record no. 188470)
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control field | 978-3-540-69520-2 |
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control field | DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20240423132513.0 |
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 | COM021000 |
Source | bisacsh |
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Subject category code | UN |
Source | thema |
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 R. Berthold. |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. 1997. |
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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-- | 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 | 1611-3349 ; |
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 | Database management. |
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 | Information storage and retrieval systems. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Pattern recognition systems. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Dynamics. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Nonlinear theories. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Business information services. |
650 14 - 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. |
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 | Automated Pattern Recognition. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Applied Dynamical Systems. |
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. |
Relator code | edt |
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700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Cohen, Paul. |
Relator term | editor. |
Relator code | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Berthold, Michael R. |
Relator term | editor. |
Relator code | edt |
-- | http://id.loc.gov/vocabulary/relators/edt |
710 2# - ADDED ENTRY--CORPORATE NAME | |
Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
773 0# - HOST ITEM ENTRY | |
Title | Springer Nature eBook |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Display text | Printed edition: |
International Standard Book Number | 9783540633464 |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
Display text | Printed edition: |
International Standard Book Number | 9783662198070 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
Uniform title | Lecture Notes in Computer Science, |
-- | 1611-3349 ; |
Volume number/sequential designation | 1280 |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | <a href="https://doi.org/10.1007/BFb0052824">https://doi.org/10.1007/BFb0052824</a> |
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Koha item type | eBooks-CSE-Springer |
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