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Data mining : know it all

Author: Soumen Chakrabarti
Publisher: Burlington, Mass. : Morgan Kaufmann Pub., ©2009.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
The need for a laboratory and field manual to assist with the evaluation of juvenile skeletal material is long overdue. This resource is essential for the practising osteoarchaeologist and forensic anthropologist who requires a quick, reliable and easy-to-use reference to aid in the identification, siding and aging of juvenile osseous material. While excellent reference books on juvenile osteology are currently  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Data mining.
Burlington, Mass. : Morgan Kaufmann Pub., ©2009
(DLC) 2008040367
(OCoLC)252921923
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Soumen Chakrabarti
ISBN: 9780080877884 0080877885 0123746299 9780123746290 1282711121 9781282711129
OCLC Number: 317399588
Description: 1 online resource (xiii, 460 pages) : illustrations
Contents: What's it all about? --
Data acquisition and integration --
Data preprocessing --
Physical design for decision support, warehousing, and OLAP --
Algorithms, the basic methods --
Further techniques in decision analysis --
Fundamental concepts of genetic algorithms --
Data structures and algorithms for moving objects types --
Improving the model --
Social network analysis.
Responsibility: Soumen Chakrabarti [and others].

Abstract:

Brings various elements of data mining together. This book consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics from data  Read more...

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    schema:description "The need for a laboratory and field manual to assist with the evaluation of juvenile skeletal material is long overdue. This resource is essential for the practising osteoarchaeologist and forensic anthropologist who requires a quick, reliable and easy-to-use reference to aid in the identification, siding and aging of juvenile osseous material. While excellent reference books on juvenile osteology are currently available, no pre-existing source adequately fills this particular niche in the market.

This field manual is designed with practicality as its primary directive. Descriptions of each bone contain 1) morphological characteristics useful for identification, 2) other elements with which the bone may be confused, 2) tips for siding, 3) illustrations of varying developmental phases, 4) data useful for ageing, and 5) a summary of developmental timings. Concise, bullet-style descriptions assist with quick retrieval of information.

Unique to this manual is the presentation of data collected from a variety of populations, utilizing a range of observational methods, as an alternative to providing one overall aging summary that is derived from a compilation of many individual sources. This manual provides a host of data on a variety of populations to enable the user to select the reference most applicable to their needs.

The final chapter combines information from each bone to provide a summary of developmental changes occurring at different life stages to act as an immediate 'ready reckoner' for the knowledgeable practitioner. It also provides forms useful for documenting juvenile material and diagrams to help with the recognition of commingled juvenile remains.

The manual is a must for anyone responsible for the evaluation of juvenile osseous material through dry bone assessment, radiographs, sonograms, and or CT scans.
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