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The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern recognition application, including risk-sensitive applications such as medical diagnosis, face recognition, and financial risk prediction. Conformal Predictions for Reliable Machine Learning: Theory, Adaptations and Applications captures the basic theory of the framework, demonstrates how to apply it to real-world problems, and presents several adaptations, including active learning, change detection, and anomaly detection. As practitioners and researchers around the world apply and adapt the framework, this edited volume brings together these bodies of work, providing a springboard for further research as well as a handbook for application in real-world problems.
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Understand the theoretical foundations of this important framework that can provide a reliable measure of confidence with predictions in machine learning
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Be able to apply this framework to real-world problems in different machine learning settings, including classification, regression, and clustering
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Learn effective ways of adapting the framework to newer problem settings, such as active learning, model selection, or change detection
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Modelling Complex Projects (Basic Topics in Psychology)In recent years, the need for help in understanding project behaviour has been exacerbated, as projects have become more complex while time-scales have tightened, adding to project complexity. Project teams however, rarely pay sufficient attention to modelling the behaviour of projects and this can lead to inadequate risk analysis, ineffective... | | | | The Mobile MBA: 112 Skills to Take You Further, Faster
An MBA is a curious beast: it can accelerate your career, even if it has limited
practical value in day-to-day management.
Top employers hire top MBAs, but not because MBAs have mastered the
mysteries of management. An MBA is a hallmark of personal commitment,
effort, and ambition which ... |
| | SSL VPN : Understanding, evaluating and planning secure, web-based remote accessVirtual Private Networks (VPNs) provide remote workers with secure access to their company network via the internet by encrypting all data sent between the company network and the user?s machine (the client). Before SSL VPN this typically required the client machine to have special software installed, or at least be specially configured for the... | | Taking Your iPhone to the Max (Technology in Action)Taking Your iPhone to the Max introduces you to the iPhone, Apple’s handheld marvel of a device. Starting with a guide to setting up your iPhone and activating service, Taking Your iPhone to the Max documents each of the iPhone’s built-in applications. You’ll discover how to connect to the Internet, send and receive e-mail, listen... |
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