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03356nam a22005055i 4500 |
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978-1-84996-287-2 |
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DE-He213 |
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20151204153453.0 |
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100805s2010 xxk| s |||| 0|eng d |
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|a 9781849962872
|9 978-1-84996-287-2
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|a 10.1007/978-1-84996-287-2
|2 doi
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|a QA76.9.D3
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|a COM021000
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|a 005.74
|2 23
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| 100 |
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|a Chekanov, Sergei V.
|e author.
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|a Scientific Data Analysis using Jython Scripting and Java
|h [electronic resource] /
|c by Sergei V. Chekanov.
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| 264 |
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|a London :
|b Springer London :
|b Imprint: Springer,
|c 2010.
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| 300 |
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|a XXIV, 440 p.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a text file
|b PDF
|2 rda
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|a Advanced Information and Knowledge Processing,
|x 1610-3947
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|a Jython, Java and jHepWork -- to Jython -- Mathematical Functions -- One-dimensional Data -- Two-dimensional Data -- Multi-dimensional Data -- Arrays, Matrices and Linear Algebra -- Histograms -- Random Numbers and Statistical Samples -- Graphical Canvases -- Input and Output -- Miscellaneous Analysis Issues Using jHepWork -- Data Clustering -- Linear Regression and Curve Fitting -- Neural Networks -- Steps in Data Analysis -- Real-life Examples.
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| 520 |
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|a Scientific Data Analysis using Jython Scripting and Java presents practical approaches for data analysis using Java scripting based on Jython, a Java implementation of the Python language. The chapters essentially cover all aspects of data analysis, from arrays and histograms to clustering analysis, curve fitting, metadata and neural networks. A comprehensive coverage of data visualisation tools implemented in Java is also included. Written by the primary developer of the jHepWork data-analysis framework, the book provides a reliable and complete reference source laying the foundation for data-analysis applications using Java scripting. More than 250 code snippets (of around 10-20 lines each) written in Jython and Java, plus several real-life examples help the reader develop a genuine feeling for data analysis techniques and their programming implementation. This is the first data-analysis and data-mining book which is completely based on the Jython language, and opens doors to scripting using a fully multi-platform and multi-threaded approach. Graduate students and researchers will benefit from the information presented in this book.
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|a Computer science.
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|a Programming languages (Electronic computers).
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|a Database management.
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|a Data mining.
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|a Computer Science.
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|a Database Management.
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|a Data Mining and Knowledge Discovery.
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|a Programming Languages, Compilers, Interpreters.
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|a Computer Science, general.
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|a SpringerLink (Online service)
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|t Springer eBooks
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| 776 |
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|i Printed edition:
|z 9781849962865
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| 830 |
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|a Advanced Information and Knowledge Processing,
|x 1610-3947
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| 856 |
4 |
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|u http://dx.doi.org/10.1007/978-1-84996-287-2
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-SCS
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| 950 |
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|a Computer Science (Springer-11645)
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