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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence, offering intuitive, efficient, and reliable methods for diagnosis, prediction, decision making, classification, troubleshooting, and data mining under uncertainty.
... | | | | Engineering and Managing Software RequirementsRequirements engineering is the process by which the requirements for software systems are gathered, analyzed, documented, and managed throughout their complete lifecycle. Traditionally it has been concerned with technical goals for, functions of, and constraints on software systems. Aurum and Wohlin, however, argue that it is no longer appropriate... |
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DNA Computing Models (Advances in Information Security)Sir Francis Crick would undoubtedly be at the front of the line ordering this fascinating book. Being one of the discoverers of DNA, he would be amazed at how his work has been applied to mankind's most important invention, the computer. DNA contains the genetic instructions for the biological development of cellular life forms or viruses. DNA... | | | | |
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Data Analysis, Machine Learning and Applications: ProceedingsData analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. This volume... | | | | Technologies for Business Information SystemsThe material collected in Technologies for Business Systems covers a broad range of applications of computer science methods and algorithms in business practice. It presents a research cutting edge in development, implementation, and improvement of computer systems. The computer science and information systems topics covered in the book include... |
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Handbook of BiometricsBiometric recognition, or simply Biometrics, is a rapidly evolving field with applications ranging from accessing one's computer to gaining entry into a country. Biometric systems rely on the use of physical or behavioral traits, such as fingerprints, face, voice and hand geometry, to establish the identity of an individual. The deployment of... | | | | Handbook of Data Visualization (Springer Handbooks of Computational Statistics)Visualizing the data is an essential part of any data analysis. Modern computing developments have led to big improvements in graphic capabilities and there are many new possibilities for data displays. This new volume in the series Springer Handbooks of Computational Statistics gives an overview of modern data visualization methods, both in theory... |
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