Exploratory Data Mining and Data Cleaning

3,8 valoración promedio
( 5 valoraciones por Goodreads )
 
9780471268512: Exploratory Data Mining and Data Cleaning

  • Written for practitioners of data mining, data cleaning and database management.
  • Presents a technical treatment of data quality including process, metrics, tools and algorithms.
  • Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge.
  • Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches.
  • Uses case studies to illustrate applications in real life scenarios.
  • Highlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques.

Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining.

"Sinopsis" puede pertenecer a otra edición de este libro.

From the Back Cover:

A unique, integrated approach to exploratory data mining and data quality

Data analysts at information-intensive businesses are frequently asked to analyze new data sets that are often dirty–composed of numerous tables possessing unknown properties. Prior to analysis, this data must be cleaned and explored–often a long and arduous task. Ensuring data quality is a notoriously messy problem that can only be addressed by drawing on methods from many disciplines, including statistics, exploratory data mining, database management, and metadata coding.

Where other books on data mining and analysis focus primarily on the last stage of the analysis procedure, Exploratory Data Mining and Data Cleaning uses a uniquely integrated approach to data exploration and data cleaning to develop a suitable modeling strategy that will help analysts to more effectively determine and implement the final technique.

The authors, both seasoned data analysts at a major corporation, draw on their own professional experience to:

  • Present a brief overview of the main analytical techniques used in data mining practices, such as univariate and multivariate summaries of attributes and their interactions including Q -Q plots, fractal dimension and histograms, nonparametric approaches incorporating data depth, and more
  • Provide numerous references to the related literature on clustering, classification, regression, and more
  • Focus on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge
  • Address methods of detecting, quantifying (metrics), and correcting data quality issues that significantly impact findings and decisions, using commercially available tools as well as new algorithmic approaches
  • Use case studies to illustrate applications in real-life scenarios
  • Highlight new approaches and methodologies, such as the DataSphere space partitioning and summary-based analysis techniques

A groundbreaking addition to the existing literature, Exploratory Data Mining and Data Cleaning serves as an important reference for data analysts who need to analyze large amounts of unfamiliar data, operations managers, and students in undergraduate or graduate-level courses dealing with data analysis and data mining.

About the Author:

TAMRAPARNI DASU, PhD, and THEODORE JOHNSON, PhD, are both members of the technical staff at AT&T Labs-Research in Florham Park, New Jersey.

"Sobre este título" puede pertenecer a otra edición de este libro.

Los mejores resultados en AbeBooks

1.

Dasu, Tamraparni;Johnson, Theodore
Editorial: Hoboken, New Jersey, U.S.A.: Wiley-Interscience (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Tapa dura Cantidad: 5
Librería
LINDABOOK
(Taipei, TP, Taiwan)
Valoración
[?]

Descripción Hoboken, New Jersey, U.S.A.: Wiley-Interscience, 2003. Hardcover. Estado de conservación: New. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia,ht. Nº de ref. de la librería ABE-7513299331

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 65,61
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 8,51
De Taiwan a Estados Unidos de America
Destinos, gastos y plazos de envío

2.

Dasu, Tamraparni; Johnson, Theodore
Editorial: Wiley-Interscience
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Tapa dura Cantidad: 1
Librería
BestPrice4YouAlways
(Los Angeles, CA, Estados Unidos de America)
Valoración
[?]

Descripción Wiley-Interscience. Hardcover. Estado de conservación: New. 0471268518 RECEIVE IN 2-5 DAYS!!! NEW BOOK!!! US Edition, BUT MAY BE PUBLISHER OVERSTOCKED AND HAS SLIGHT SHELF WEAR. SAME DAY SHIPPING!!! SATISFACTION GUARANTEED!!! @ *. Nº de ref. de la librería SKU1022834

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 86,80
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,29
A Estados Unidos de America
Destinos, gastos y plazos de envío

3.

Dasu, Tamraparni, Johnson, Theodore
Editorial: Wiley-Interscience (2017)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Tapa dura Cantidad: 2
Impresión bajo demanda
Librería
Murray Media
(North Miami Beach, FL, Estados Unidos de America)
Valoración
[?]

Descripción Wiley-Interscience, 2017. Hardcover. Estado de conservación: New. This item is printed on demand. Nº de ref. de la librería P110471268518

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 98,32
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 2,57
A Estados Unidos de America
Destinos, gastos y plazos de envío

4.

Tamraparni Dasu, Theodore Johnson
Editorial: John Wiley Sons Inc, United States (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Tapa dura Primera edición Cantidad: 1
Librería
The Book Depository
(London, Reino Unido)
Valoración
[?]

Descripción John Wiley Sons Inc, United States, 2003. Hardback. Estado de conservación: New. 1. Auflage. Language: English . Brand New Book. * Written for practitioners of data mining, data cleaning and database management. * Presents a technical treatment of data quality including process, metrics, tools and algorithms. * Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge. * Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches. * Uses case studies to illustrate applications in real life scenarios. * Highlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques. Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining. Nº de ref. de la librería AAH9780471268512

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 110,50
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

5.

Tamraparni Dasu, Theodore Johnson
Editorial: John Wiley Sons Inc, United States (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Tapa dura Primera edición Cantidad: 1
Librería
The Book Depository US
(London, Reino Unido)
Valoración
[?]

Descripción John Wiley Sons Inc, United States, 2003. Hardback. Estado de conservación: New. 1. Auflage. Language: English . Brand New Book. * Written for practitioners of data mining, data cleaning and database management. * Presents a technical treatment of data quality including process, metrics, tools and algorithms. * Focuses on developing an evolving modeling strategy through an iterative data exploration loop and incorporation of domain knowledge. * Addresses methods of detecting, quantifying and correcting data quality issues that can have a significant impact on findings and decisions, using commercially available tools as well as new algorithmic approaches. * Uses case studies to illustrate applications in real life scenarios. * Highlights new approaches and methodologies, such as the DataSphere space partitioning and summary based analysis techniques. Exploratory Data Mining and Data Cleaning will serve as an important reference for serious data analysts who need to analyze large amounts of unfamiliar data, managers of operations databases, and students in undergraduate or graduate level courses dealing with large scale data analys is and data mining. Nº de ref. de la librería AAH9780471268512

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 111,41
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

6.

Tamraparni Dasu
Editorial: Wileyand#8211;Blackwell (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Cantidad: 1
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción Wileyand#8211;Blackwell, 2003. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería FW-9780471268512

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 101,82
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,05
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

7.

Dasu
Editorial: John Wiley & Sons (2016)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Paperback Cantidad: 1
Impresión bajo demanda
Librería
Ria Christie Collections
(Uxbridge, Reino Unido)
Valoración
[?]

Descripción John Wiley & Sons, 2016. Paperback. Estado de conservación: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Nº de ref. de la librería ria9780471268512_lsuk

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 113,30
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 4,31
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

8.

Tamraparni Dasu
Editorial: Wileyand#8211;Blackwell (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Pbshop
(Wood Dale, IL, Estados Unidos de America)
Valoración
[?]

Descripción Wileyand#8211;Blackwell, 2003. HRD. Estado de conservación: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. de la librería IP-9780471268512

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 116,61
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 3,43
A Estados Unidos de America
Destinos, gastos y plazos de envío

9.

Tamraparni Dasu
Editorial: Wileyand#8211;Blackwell (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Cantidad: > 20
Impresión bajo demanda
Librería
Books2Anywhere
(Fairford, GLOS, Reino Unido)
Valoración
[?]

Descripción Wileyand#8211;Blackwell, 2003. HRD. Estado de conservación: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Nº de ref. de la librería IP-9780471268512

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 117,72
Convertir moneda

Añadir al carrito

Gastos de envío: EUR 10,03
De Reino Unido a Estados Unidos de America
Destinos, gastos y plazos de envío

10.

Tamraparni Dasu; Theodore Johnson
Editorial: Wiley-Interscience (2003)
ISBN 10: 0471268518 ISBN 13: 9780471268512
Nuevos Tapa dura Cantidad: 1
Librería
Irish Booksellers
(Rumford, ME, Estados Unidos de America)
Valoración
[?]

Descripción Wiley-Interscience, 2003. Hardcover. Estado de conservación: New. book. Nº de ref. de la librería 0471268518

Más información sobre esta librería | Hacer una pregunta a la librería

Comprar nuevo
EUR 130,98
Convertir moneda

Añadir al carrito

Gastos de envío: GRATIS
A Estados Unidos de America
Destinos, gastos y plazos de envío

Existen otras copia(s) de este libro

Ver todos los resultados de su búsqueda