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Data mining

Featured — award winners and classics first, when available. Use “Show different books” for a new selection.

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Solving data mining problems through pattern recognition

Richard P. Lippmann

1997

Natural language processing and text mining

Anne Kao

2006

e-Data

Jill Dyche

2000

Algorithms and Models for the Web Graph

Anthony Bonato

2012

Data mining

Pieter Adriaans

1996

Modeling Decisions

Vicenç Torra

2007

Decision Support Systems in the 21st Century

George M. Marakas

2003

Introduction to Data Mining

Michael Steinbach, Vipin Kumar, Pang-Ning Tan

2005

UNCHARTED

Erez Aiden

2013

Fundamentals of Machine Learning for Predictive Data Analytics

Brian MacNamee, John D. Kelleher, Aoife D'Arcy

2015

Data mining using grammar based genetic programming and applications

Man Leung Wong, Kwong Sak Leung

2000

Optimization and Data Analysis in Biomedical Informatics

Panos M. Pardalos

2012

Advances in Social Media Analysis

Nirmalie Wiratunga, Ayse Goker, Mohamed Medhat Gaber et al.

2015

R for Data Science

Garrett Grolemund, Hadley Wickham

2017

Data mining and data warehousing (SPEC kit)

Barbara Mento

2003

Statistical modeling and analysis for database marketing

[name missing]

2003

Data mining your website

Jesus Meña

1999

Intelligent techniques for warehousing and mining sensor network data

Alfredo Cuzzocrea

2010

Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions

National Academies of Sciences, Engineering, and Medicine Staff, Committee on Applied and Theoretical Statistics, Committee on Strengthening Data Science Methods for Department of Defense Personnel and Readiness Missions et al.

2017

Building data mining applications for CRM

Kurt Thearling, Stephen Smith, Alex Berson

2000

Software Design X-Rays

Adam Tornhill

2018

If Then

Jill Lepore

2020

Competing on Analytics

Jeanne Harris, Thomas H. Davenport

2017

Pattern recognition

Konstantinos Koutroumbas, Sergios Theodoridis

2006

Python machine learning

Sebastian Raschka

2015

Advanced methods for knowledge discovery from complex data

Sanghamitra Bandyopadhyay

2005

Soft computing for knowledge discovery and data mining

Oded Z. Maimon

2007

Data Mining with SQL Server 2005

Jamie MacLennan

2005

Data mining

Gorunescu Florin

2011

Data mining and statistical analysis using SQL

John N. Lovett Jr., Robert P. Trueblood, Jr., John N. Lovett

2001