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  Data Mining, Warehousing, ...
  Databases, SQL, ...
  Modeling: ORM2, UML, ...
  Ruby, Rails, ...
  XML: Cocoon, DocBook, ...


Rich Morin, rdm@cfcl.com

Printable Version

Because MBD spans a number of disciplines, this book list is quite eclectic. In addition, some books will have to be approached with a firm MBD bias, lest the reader get drawn off into interesting, but distracting, topics. Finally, the absence of a book does not indicate that it isn't worthwhile or appropriate to MBD. Feel free to contact me with suggestions...

Data Mining, Warehousing, ...

Data Mining: Concepts and Techniques
Jiawei Han, Micheline Kamber
Morgan Kaufman, ISBN 1-55860-489-8

Data Mining: Concepts, Models, Methods, and Algorithms
Mehmed Kantardzic
IEEE Press, ISBN 0-471-22852-4

Data Mining: Practical Machine Learning Tools and Techniques (2e)
Ian H. Witten, Eibe Frank
Morgan Kaufman, ISBN 0-12-088407-0

Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration
Earl Cox
Morgan Kaufman, ISBN 0-12-194275-9

Managing Gigabytes: Compressing and Indexing Documents and Images (2e)
Ian H. Witten, Alistair Moffatt, Timothy C. Bell
Morgan Kaufman, ISBN 1-55860-570-3

Databases, SQL, ...

Joe Celko's SQL for Smarties: Advanced SQL Programming (3e)
Joe Celko
Morgan Kaufman, ISBN 0-12-369379-9

Joe Celko's Trees and Hierarchies in SQL for Smarties
Joe Celko
Morgan Kaufman, ISBN 1-55860-920-2

Learning SQL
Alan Beaulieu
O'Reilly, ISBN 0-596-00727-2

SQL for Dummies
Allen G. Taylor
For Dummies, ISBN 0-7645-4075-0

SQL in a Nutshell
Kevin Kline, Daniel Kline
O'Reilly, ISBN 1-56592-744-3

PostgreSQL: A comprehensive guide to building, programming, and administering PostgreSQL databases
Korry Douglas, Susan Douglas
Developer's Library, ISBN 0-7357-1257-3

Practical PostgreSQL
John C. Worsley, Joshua D. Drake
O'Reilly, ISBN 1-56592-846-6

The Art of SQL
Stéphane Faroult, Peter Robson
O'Reilly, ISBN 0-596-00894-5

Modeling: ORM2, UML, ...

An Introduction to General Systems Thinking
Gerald M. Weinberg
Wiley, ISBN 0-471-92563-2

Conceptual Structures: Information Processing in Mind and Machine
John F. Sowa
Addison-Wesley, ISBN 0-201-14472-7

Data and Reality
William Kent
AuthorHouse, ISBN 1-58500-970-9

Data Modeling Essentials (3e)
Graeme C. Simsion, Graham C. Witt
Morgan Kaufmann, ISBN 0-12-644551-6

Essential Business Process Modeling
Michael Havey
O'Reilly, ISBN 0-596-00843-0

Information Modeling and Relational Databases: From Conceptual Analysis to Logical Design
Terry Halpin
Morgan Kaufman, ISBN 1-55860-672-6

Knowledge Representation: Logical, Philosophical, and Computational Foundations
John F. Sowa
Brooks Cole, ISBN 0-534-94965-7

Learning How to Learn
Joseph D. Novak, D. Bob Gowin
Cambridge University Press, ISBN 0-521-31926-9

UML Distilled: A Brief Guide to the Standard Object Modeling Language (3e)
Martin Fowler
Addison-Wesley, ISBN 0-321-19368-7

Women, Fire, and Dangerous Things: What Categories Reveal about the Mind
George Lakoff
Univ. of Chicago Press, ISBN 0-226-46804-6

XML Topic Maps: Creating and Using Topic Maps for the Web
Jack Park, ed.
Addison-Wesley, ISBN 0-201-74960-2

Ruby, Rails, ...

Agile Web Development with Rails
Dave Thomas, David Heinemeier Hansson, et al
Pragmatic Bookshelf, ISBN 0-9766940-0-X

Best of Ruby Quiz
James Edward Gray II
Pragmatic Bookshelf, ISBN 0-9766940-7-7

Programming Ruby: The Pragmatic Programmer's Guide (2e)
Dave Thomas, et al
Pragmatic Bookshelf, ISBN 0-9745140-5-5

Ruby in a Nutshell
Yukihiro Matsumoto
O'Reilly, ISBN 0-596-00214-9

The Ruby Way
Hal Fulton
Sams, ISBN 0-672-32083-5

XML: Cocoon, DocBook, ...

Cocoon 2 Programming: Web Publishing with XML and Java
Bill Brogden, Conrad D'Cruz, Mark Gaither
Sybex, ISBN 0-7821-4131-5

Cocoon: Building XML Applications
Matthew Longham, Carsten Zigeler
New Riders, ISBN 0-7357-1235-2

Cocoon Developer's Handbook
Lajos Moczar, Jeremy Aston
Developer's Library, ISBN 0-672-32257-9

Designing Data-Intensive Web Applications
Stefano Ceri, et al
Morgan Kaufmann, ISBN 1-55860-843-5

DocBook: The Definitive Guide
Norman Walsh, Leonard Muellner
O'Reilly, ISBN 1-56592-580-7

DocBook XSL: The Complete Guide
Bob Stayton
Sagehill Enterprises, ISBN 0-9741521-1-0

Professional XML Development with Apache Tools: Xerces, Xalan, FOP, Cocoon, Axis, Xindice
Theodore W. Leung
Wrox, ISBN 0-7645-4355-5

Relax NG
Eric van der Vlist
O'Reilly, ISBN 0-596-00421-4

XSL-FO: Making XML Look Good in Print
Dave Pawson
O'Reilly, ISBN 0-596-00355-2

XSLT
Doug Tidwell
O'Reilly, ISBN 0-596-00053-7