Handling missing data : (Record no. 187)
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000 -LEADER | |
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fixed length control field | 02103cam a22002777a 4500 |
001 - CONTROL NUMBER | |
control field | 13338733 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | OSt |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20230802100606.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 030910s2004 enka 000 0 eng d |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2003112641 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 1853129925 |
035 ## - SYSTEM CONTROL NUMBER | |
System control number | (DLC)13338733 |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | BUL |
Transcribing agency | BUL |
Modifying agency | BUL |
042 ## - AUTHENTICATION CODE | |
Authentication code | lccopycat |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 519.5 |
Edition number | 22 |
Item number | HAN |
245 00 - TITLE STATEMENT | |
Title | Handling missing data : |
Remainder of title | applications to environmental analysis / |
Statement of responsibility, etc. | editors, G. Latini & G. Passerini. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | Southampton, UK ; |
-- | Boston : |
Name of publisher, distributor, etc. | WIT Press, |
Date of publication, distribution, etc. | c2004. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 185 p. : |
Other physical details | ill. ; |
Dimensions | 24 cm. + |
Accompanying material | 1 CD-ROM (4 3/4 in.). |
440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE | |
Title | Advances in management information series, |
International Standard Serial Number | 1742-0172 |
500 ## - GENERAL NOTE | |
General note | <br/><br/><br/>CONTENT<br/><br/><br/>Chapter 1 An introduction to the statistical filling of environmental data times series<br/>1.1 Classification of missing data<br/>1.2 Linear interpolation<br/>1.3 Imputation<br/><br/>Chapter 2 Data validation and data gaps in environmental time series<br/>2.1 Monitoring stations<br/>2.2 Analysis and validation of time series<br/><br/>Chapter 3 Statistical modelling of the remediation of environmental data time series<br/>3.1 Statistical modelling applicable to time series<br/>3.2 Autoregressive models and time series<br/>3.3 Development of models for forecast and remediation<br/><br/>Chapter 4 Imputation techniques for meteorological and air quality data filling<br/>4.1 Imputation techniques and missing data<br/>4.2 Nearest neighbour techniques<br/>4.3 Spatial interpolation<br/>4.4 The voronoi diagram<br/>4.5 Statistic filling of sparse time series<br/><br/>Chapter 5 Neural networks and their applications to meteorological and air quality data filling<br/>5.1 Introduction to Neural networks<br/>5.2 Neural networks in data remediation<br/>5.3 A survey on Neural network applications in meteorological and air quality fields<br/>5.4 Building up networks for remediation of time series<br/>5.5 Are the ANN applicable to the remediation of time series? |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc. note | References : p. 181 - 185 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name entry element | Time-series analysis. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Latini, G. |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Passerini, G. |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | Book Closed Access |
Classification part | 519.5 |
Item part | 1 |
Call number prefix | HAN. |
Call number suffix | 519.5 HAN. |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Source of acquisition | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
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Dewey Decimal Classification | Engineering Library | Engineering Library | 01/25/2021 | Purchased | 0015860 | 519.5 HAN. 1 | BUML23080063 | 01/25/2021 | 1 | 01/25/2021 | Book Closed Access | |||||
Dewey Decimal Classification | Engineering Library | Engineering Library | 01/25/2021 | Purchased | 0015826 | 519.5 HAN. 2 | BUML23080064 | 01/25/2021 | 2 | 01/25/2021 | Book Closed Access |