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Cody's Data Cleaning Techniques Using SAS, Second Edition
Cody's Data Cleaning Techniques Using SAS, Second Edition
Although this book is titled Cody’s Data Cleaning Techniques Using SAS, I hope that it is more than that. It is my hope that not only will you discover ways to detect data errors, but you will also be exposed to some DATA step programming techniques and SAS procedures that might be new to you.

I have been teaching a two-day data
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Fuzzy Sets and Fuzzy Logic: Theory and Applications
Fuzzy Sets and Fuzzy Logic: Theory and Applications
Reflecting the tremendous advances that have taken place in the study of fuzzy set theory and fuzzy logic from 1988 to the present, this book not only details the theoretical advances in these areas, but considers a broad variety of applications of fuzzy sets and fuzzy logic as well. Theoretical aspects of fuzzy set theory and fuzzy...
Biomedical Applications of Control Engineering (Lecture Notes in Control and Information Sciences)
Biomedical Applications of Control Engineering (Lecture Notes in Control and Information Sciences)

Biomedical Applications of Control Engineering is a lucidly written textbook for graduate control engin­eering and biomedical engineering students as well as for medical prac­ti­tioners who want to get acquainted with quantitative methods. It is based on decades of experience both in control engineering and clinical practice.

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Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
Examine the problem of maintaining the quality of big data and discover novel solutions. You will learn the four V’s of big data, including veracity, and study the problem from various angles. The solutions discussed are drawn from diverse areas of engineering and math, including machine learning, statistics, formal methods, and...
Soft Computing for Image and Multimedia Data Processing
Soft Computing for Image and Multimedia Data Processing

Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book is dedicated to object extraction, image...

Intuitionistic Fuzzy Aggregation and Clustering (Studies in Fuzziness and Soft Computing)
Intuitionistic Fuzzy Aggregation and Clustering (Studies in Fuzziness and Soft Computing)

The concept of intuitionistic fuzzy set (IFS) was originally introduced by Atanassov (1983) to extend the concept of the traditional fuzzy set. Each element in an IFS is expressed by an ordered pair which is called an intuitionistic fuzzy value (IFV) (or intuitionistic fuzzy number (IFN)), and each IFV is characterized by a membership degree,...

Handbook of Geometric Computing: Applications in Pattern Recognition, Computer Vision, Neuralcomputing, and Robotics
Handbook of Geometric Computing: Applications in Pattern Recognition, Computer Vision, Neuralcomputing, and Robotics
Many computer scientists, engineers, applied mathematicians, and physicists use geometry theory and geometric computing methods in the design of perception-action systems, intelligent autonomous systems, and man-machine interfaces. This handbook brings together the most recent advances in the application of geometric computing for building such...
Computational Intelligence in Economics and Finance: Volume II
Computational Intelligence in Economics and Finance: Volume II
Computational intelligence (CI), as an alternative to statistical and econometric approaches, has been applied to a wide range of economics and finance problems in recent years, for example to price forecasting and market efficiency.

This book contains research ranging from applications in financial markets and business administration to...

Network Simulation Experiments Manual (The Morgan Kaufmann Series in Networking)
Network Simulation Experiments Manual (The Morgan Kaufmann Series in Networking)
Networking technologies and concepts are often difficult to explain, even through careful description and well thought out examples. One method for making this information "stick" is done by creating an environment where networking professionals and students can visualize how networks work, utilizing a software tool that simulates the...
Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011, Warsaw, Poland
Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011, Warsaw, Poland
This volume contains the papers selected for presentation at the 19th International Symposium on Methodologies for Intelligent Systems—ISMIS 2011, held in Warsaw, Poland, June 28-30, 2011. The symposium was organized by the Institute of Computer Science at Warsaw University of Technology. ISMIS is a conference series that...
Bayesian Networks: A Practical Guide to Applications (Statistics in Practice)
Bayesian Networks: A Practical Guide to Applications (Statistics in Practice)

Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis.

This book provides a general introduction to Bayesian networks,...

Neural Networks in a Softcomputing Framework
Neural Networks in a Softcomputing Framework
Conventional model-based data processing methods are computationally expensive and require experts’ knowledge for the modelling of a system; neural networks provide a model-free, adaptive, parallel-processing solution. Neural Networks in a Softcomputing Framework presents a thorough review of the most popular neural-network methods and their...
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