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Semi-Supervised Learning (Adaptive Computation and Machine Learning)
Semi-Supervised Learning (Adaptive Computation and Machine Learning)
In the field of machine learning, semi-supervised learning (SSL) occupies the middle ground, between supervised learning (in which all training examples are labeled) and unsupervised learning (in which no label data are given). Interest in SSL has increased in recent years, particularly because of application domains in which unlabeled data are...
Analyzing Receiver Operating Characteristic Curves With SAS (Sas Press Series)
Analyzing Receiver Operating Characteristic Curves With SAS (Sas Press Series)
As a diagnostic decision-making tool, receiver operating characteristic (ROC) curves provide a comprehensive and visually attractive way to summarize the accuracy of predictions. They are extensively used in medical diagnosis and increasingly in fields such as data mining, credit scoring, weather forecasting, and psychometry. In this example-driven...
Creating Motion Graphics with After Effects, Fourth Edition: Essential and Advanced Techniques
Creating Motion Graphics with After Effects, Fourth Edition: Essential and Advanced Techniques
Trish and Chris Meyer share fifteen years of real-world film and video production experience inside the critically acclaimed Creating Motion Graphics with After Effects. More than a step-by-step review of the features in After Effects, you will learn how the program thinks so that you can realize your own visions more quickly and efficiently. This...
Dissemination of Information in Optical Networks:: From Technology to Algorithms (Texts in Theoretical Computer Science. An EATCS Series)
Dissemination of Information in Optical Networks:: From Technology to Algorithms (Texts in Theoretical Computer Science. An EATCS Series)
Optical networks and the related technologies, network management software and services have undergone remarkable developments, and such networks are now the ultra-high-speed backbone networks for communication. Wavelength-Division Multiplexing (WDM), the ability to support multiple communication pathways over the same fiber, enables efficient use...
Embedded Multiprocessors: Scheduling and Synchronization (Signal Processing)
Embedded Multiprocessors: Scheduling and Synchronization (Signal Processing)
From the Foreword. . . . . .The intellectual content in this book is high. While some of the methods it describes are relatively simple, most are quite sophisticated. Yet examples are given that concretely demonstrate how these concepts can be applied in practical hardware architectures. Moreover, there is very little overlap with other books on...
Carpenter's Complete Guide to the SAS REPORT Procedure
Carpenter's Complete Guide to the SAS REPORT Procedure
Art Carpenter demystifies the powerful REPORT procedure and shows you how to incorporate this highly flexible and customizable procedure into your SAS reporting programs. Combining his years of SAS experience with a talent for instruction, Art offers clear and comprehensive coverage that demonstrates how valuable this procedure is for both...
Inductive Logic Programming: 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007
Inductive Logic Programming: 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007
This book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the International Conference on Machine Learning.

The 15 revised full papers and 11 revised short papers presented...

Topological Algorithms for Digital Image Processing (Machine Intelligence and Pattern Recognition)
Topological Algorithms for Digital Image Processing (Machine Intelligence and Pattern Recognition)
Objects in three dimensions, and their two-dimensional images, are approximated digitally by sets of voxels ("volume elements") or pixels ("picture elements"), respectively. Digital geometry is the study of geometric properties of digitized objects (or digitized images of objects); it deals both with the definitions of such...
Decision Procedures: An Algorithmic Point of View (Texts in Theoretical Computer Science. An EATCS Series)
Decision Procedures: An Algorithmic Point of View (Texts in Theoretical Computer Science. An EATCS Series)
A decision procedure is an algorithm that, given a decision problem, terminates with a correct yes/no answer. Here, the authors focus on theories that are expressive enough to model real problems, but are still decidable. Specifically, the book concentrates on decision procedures for first-order theories that are commonly used in automated...
Discrete Mathematics for Computing (Grassroots)
Discrete Mathematics for Computing (Grassroots)
This book is an introductory text on a number of topics in discrete mathematics, intended primarily for students undertaking a first degree in computing. The first edition of the book grew out of a set of lecture notes of mine which were used in a first-year subject in discrete mathematics at Monash University. The subject was taken by students...
Concurrency, Graphs and Models: Essays Dedicated to Ugo Montanari on the Occasion of His 65th Birthday
Concurrency, Graphs and Models: Essays Dedicated to Ugo Montanari on the Occasion of His 65th Birthday
This Festschrift volume, pubished in honor of Ugo Montanari on the occasion of his 65th birthday, contains 43 papers, written by friends and colleagues, all leading scientists in their own right, who congregated at a celebratory symposium held on June 12, 2008, in Pisa.

 

The volume consists of seven sections, six of...

Basic Statistics Using SAS Enterprise Guide: A Primer
Basic Statistics Using SAS Enterprise Guide: A Primer

Now it's easy to perform many of the most common statistical techniques when you use the SAS Enterprise Guide point-and-click interface to access the power of SAS. Emphasizing the practical aspects of the analysis, this example-rich guide shows you how to conduct a wide range of statistical analyses without any SAS programming required. One or...

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