A comprehensive, must-have handbook of matrix methods with a unique emphasis on statistical applications
This timely book, A Matrix Handbook for Statisticians, provides a comprehensive, encyclopedic treatment of matrices as they relate to both statistical concepts and methodologies. Written by an experienced authority on matrices and...
Taking a multidisciplinary approach, this book provides coverage from seismological and engineering, deterministic and stochastic, as well as physical and mathematical points of view. The author describes the estimation of spatial variability from recorded data, its physical interpretation, and the development of spatial variability/coherency...
Since its introduction for market basket analysis in the early 1990s, association rule mining has had a lot of research attention, and it is now widely used in many fields, for example in retail, telecom, insurance, and bioinformatics applications.
One familiar problem encountered in association mining exercises is that they...
"This book performs a valuable service for managers seeking to harness the business potential of Web services technology. Bringing a real practitioner's experience to the task, Anne carefully walks managers through the fundamentals of Web services technology. She does a superb job of helping managers understand this technology so...
We are entering the golden age of GPU computing. Since the introduction of CUDA in 2007, more
than 100 million computers with CUDA-capable GPUs have been shipped to end users. Unlike the
previous GPGPU shader programming models, CUDA supports parallel programming in C. From my
own experience in teaching CUDA programming, C programmers...
was very pleased to be asked to produce the sixth edition of my artificial intelligence
book. It is a compliment to the earlier editions, started over twenty years ago, that our
approach to AI has been so highly valued. It is also exciting that, as new development in
the field emerges, we are able to present much of it in each new...
Spatial dimensions need to be properly captured if modeling and engineering techniques are to be successfully applied in addressing environmental problems. The links between the geographical information systems (GIS) that capture this data, simulation modeling, and engineering offer tremendous possibilities for building versatile support...
In the last few decades, stem cell research has developed groundbreaking technologies
to both study and treat diseases. This research has proven fruitful for
the field of ophthalmology, especially in recent years. With its relative immune
privilege, the eye has proven an ideal testing ground for stem cell therapies.
The first year of developing a new sales territory is a daunting task—especially in dog-eat-dog industries. The traditional advice is to train quickly on product, grab a customer list, start calling for appointments, discover opportunities, and close deals. In fact, almost every sales model out there is based on nothing more than...
The genesis of this book arose from our educational consultations with many physiotherapy
and occupational therapy colleagues around the world. In the course of presenting
workshops that were primarily focused on problem-based learning (PBL), it
became very clear to us that educators in the rehabilitation sciences were very...
This book addresses the needs of system analysts for radar models and analysis tools. It describes the basic principles of radar operation, how radar is configured and used in military and civilian systems, and how to analyze and model radar at the system level. The book presents and explains equations, computational methods,...
