Presents both theory and techniques behind the concepts and practice of pattern recognition. CD-ROM contains a fully functional trial version of Pattern Recognition Workbench -- a powerful, easy-to-use system with the latest machine learning, neural network, and statistical algorithms. It provides a complete working environment to solve your pattern recognition problems.
"synopsis" may belong to another edition of this title.
Apply pattern recognition to find the hidden gems in your data!
Data mining technology is helping businesses everywhere to work smarter by revealing unknown patterns within existing archives. Applying the latest advances in pattern recognition software can give you a key competitive edge across all data mining applications. The tutorials and software package included in Solving Data Mining Problems through Pattern Recognition take advantage of machine learning techniques and neural networks to help you get the most out of your data. Besides explaining the most current theories, Solving Data Mining Problems through Pattern Recognition takes a practical approach to overall project development concerns.
The rigorous, multi-step method includes:
Pattern classification, estimation, and modeling are addressed using the following algorithms:
While some aspects of pattern recognition involve advanced mathematical principles, most successful projects rely on a strong element of human experience and intuition. Solving Data Mining Problems through Pattern Recognition provides a strong theoretical grounding for beginners, yet it also contains detailed models and insights into real-world problem-solving that will inspire more experienced users, be they database designers, modelers, or project leaders.
This book includes a free, 90-day trial copy of Pattern Recognition Workbench, a powerful, easy-to-use system that combines machine learning, neural networks, and statistical algorithms to help you apply pattern recognition to your data right now. The enclosed CD-ROM runs under Windows(r) 95 and Windows NT(tm).
"About this title" may belong to another edition of this title.
Book Description Prentice Hall, 1997. Hardcover. Book Condition: New. New Book. Lightest of shelf/storage wear. Sealed CD Included! SHIPS WITHIN 24 HOURS! Tracking Provided. DHL processing & USPS delivery for an average of 3-5 Day Standard & 2-3 Day Expedited! FREE INSURANCE! Fast & Personal Support! Careful Packaging. No Hassle, Full Refund Return Policy!. Bookseller Inventory # mon0000189109
Book Description Prentice Hall, 1997. Hardcover. Book Condition: New. Bookseller Inventory # DADAX0130950831
Book Description Prentice Hall, 1997. Hardcover. Book Condition: New. book. Bookseller Inventory # 0130950831
Book Description Prentice Hall, 1997. Hardcover. Book Condition: New. New item. Bookseller Inventory # QX-005-13-7317107
Book Description Book Condition: Brand New. Book Condition: Brand New. Bookseller Inventory # 97801309508331.0