Text Mining: Predictive Methods for Analyzing Unstructured Information5 reviews
Sholom Weiss, Nitin Indurkhya, ...

Springer, 2004

An excellent introduction

+ Great introduction book of text mining
+ an idiot savant, statistical viewpoint
+ Very Good Intro Book
  
  











  



  
Microsoft Olap Solutions22 reviews
Erik Thomsen, George Spofford, ...

John Wiley & Sons, 1999

Solid Intro and Reference

+ Great book from the gurus
+ Enlightening
+ Great in-depth Text!!
  
  











  



  
Data Mining Methods and Models1 review
Daniel T. Larose

Wiley-IEEE Press, 2006

Strong on Statistics, Weaker on Data Mining

This book is part of a Data Mining three book series. The first book is the strongest of the three, and should be considered first. My advice on this book is that if you 1) have a dozen or more related books, and 2) you have already worked on at least one or two data mining projects, you should ...
  
  











  



  
Data Preparation for Data Mining (The Morgan Kaufmann Series in Data Management Systems)11 reviews
Dorian Pyle

Morgan Kaufmann, 1999

The best book on this subject

+ Still very much worth reading in 2007
+ Excellent book
+ Must read book for data mining
+ Excellent book; a must for those who do data mining.
  
  











  



  
Investigative Data Mining for Security and Criminal Detection, First Edition8 reviews
Jesus Mena

Butterworth-Heinemann, 2003

Alternative Methodologies

+ Data Mining, plain and easy
+ When on-message, an excellent intro to data mining

Are you interested in IDS's? If yes, perhaps you may already know that there are two main kinds of IDS's: based on "known bad behavior or abuse" or based on "behavior deviation". The first kind is very well known after several popular implementations like SNORT.On the plus side they are not ...
  
  











  



  
The Elements of Statistical Learning27 reviews
T. Hastie, R. Tibshirani, ...

Springer, 2003

data mining from the viewpoint of statisticians

+ Good Book!
+ Excellent technical and conceptual overview
+ elements of statistical learning
+ Great statistics book.
  
  











  



  
Building Data Mining Applications for CRM18 reviews
Alex Berson, Stephen Smith, ...

McGraw-Hill Companies, 1999

Very useful and informative.

+ Great for producers
+ Very good bool on the matter
+ Timely book for current marketing concerns
+ REally useful book
  
  











  



  
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data ...26 reviews
Ian H. Witten, Eibe Frank

Morgan Kaufmann, 2005

Thorough, well-written, and crystal-clear explanations.

Highly recommend this book for a practical introduction to the theory and applications of Machine Learning. Great book if you are looking to ACTUALLY implement some machine learning systems, prefer to learn via diagrams, a "how-stuff-works"-style explanation, and skip much of the equations and ...
  
  











  



  
Advances in Knowledge Discovery and Data Mining1 review
Usama M. Fayyad, Gregory Piatetsky-Shapiro, ...

The MIT Press, 1996

An excellent book.

I read a lot of papers from this book. And I read twice and twice a lot of them. This is a book to the professional and to the novice in data mining (d.m.). In it you take a general view from data mining and the particular one you pretend because you can see papers from "what is d.m.", "how to use ...
  
  











  



  
Data Warehousing and Data Mining for Telecommunications (Artech House Computer Science Library)
Rob Mattison

Artech House Publishers, 1997

especially good for telco guys to build their own

telcos have unique features. so this kind of industry specific considerations are very useful and in need!
  
  











  



  
Data Mining With Neural Networks: Solving Business Problems from Application Development to Decision Support4 reviews
Joseph P. Bigus

Mcgraw-Hill (Tx), 1996

look at the cover before you buy it

+ Very explanatory book about neural nets.

The cover of this book clearly states that it is intended for "Solving Business Problems - from Application Development to Decision Support". The back of the book states that it is a "practical, accessible guide for business executives..." This is not a book for developers unless they are just ...
  
  











  



  
Text Mining Application Programming (Programming Series)5 reviews
Manu Konchady

Charles River Media, 2006

How to Find Information

+ Excellent!
+ Good book to bootstrap yourself into Text Mining
+ A Great Subject
+ An excellent guide to mining the Net
  
  











  



  
Data Mining Techniques: For Marketing, Sales, and Customer Relationship Management28 reviews
Michael J. A. Berry, Gordon S. Linoff

*Wiley Computer Publishing, 2004

Excellent introduction

+ Excellent book for Data Mining
+ Very Interesting book
+ A must-have book for your technical library
  
  











  



  
Discovering Knowledge in Data: An Introduction to Data Mining2 reviews
Daniel T. Larose

Wiley-Interscience, 2004

conveys basic ideas

+ One of the best explanations of Decision Trees to be found

The book gives a good introduction to data mining. Larose manages to cover the important techniques used to analyse data and turn it into knowledge. These include neural networks, various types of clustering. Most importantly, perhaps, he discusses how to try various models and how to evaluate the ...
  
  











  



  
Google Analytics18 reviews
Mary E. Tyler, Jerri Ledford

Wiley, 2006

Must have information for web involved people

+ Excellent guide
+ Definitely consider it if you're using Google Analytics...

This book is fairly complex but it fills a need for those trying to understand Google Analytics. Well organized
  
  











  



  
Data Mining and Predictive Analysis: Intelligence Gathering and Crime Analysis1 review
Colleen McCue

Butterworth-Heinemann, 2007

Analytics guided CSI

Dr McCue's book shows how math can be applied in the public sector today to solve problems impacting all of us - namely finding the "bad guy". The author shows how patterns in data hold the key to intelligence - just as Tom Davenport does when he talks about analytics in the business world. ...
  
  











  



  
Data Mining Your Website6 reviews
Jesus Mena

Digital Press, 1999

Data Mining

+ Immediately Useful
+ Urgent contact

Case Study and Methodology for the Data Minin
  
  











  



  
Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations (The Morgan Kaufmann ...17 reviews
Ian H. Witten, Eibe Frank

Morgan Kaufmann, 1999

Stop searching for datamining: You've found it.

+ An Excellent Data Mining Text
+ A good book to practice
+ A nice complement to the other data mining bible
  
  











  



  
Data Mining in Finance: Advances in Relational and Hybrid Methods (The Springer International Series in ...5 reviews
Boris Kovalerchuk, Evgenii Vityaev

Springer, 2000

It is a very informative book

+ Excellent book in terms outlined by its authors
+ Good Book

It is a very informative book with all major data mining methods and their comparisons compressed into 300 pages. Therefore, a significant part of the book is not leisurely reading. This is typical for the books from Kluwer Academic Publishers. One has to be ready to spend enough time to go through ...
  
  











  



  
Building Data Mining Applications for CRM18 reviews
Alex Berson, Stephen Smith, ...

McGraw-Hill Companies, 1999

Very useful and informative.

+ Great for producers
+ Very good bool on the matter
+ Timely book for current marketing concerns
+ REally useful book