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Singular Value Decomposition
This chapter introduces the matrix factorization method—Singular Value Decomposition (SVD), including the definition and fundamental theorem of...
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Value-Awareness Engineering: Towards Learning Context-Based Value Taxonomies
The emerging field of value awareness engineering claims that software agents and systems should be value-aware, i.e. they should be able to...
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Value Investing in Cryptoassets
As introduced at the beginning of this book, value investing, or fundamental analysis, focuses on fundamentals. It identifies and measures the...
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Augmented Data Warehouses for Value Capture
Nobody can deny the monumental impact of Big Data on Data Warehouse (...
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Nonlinear Value Function Approximation
In this chapter, we will explore the use of nonlinear methods to approximate value functions in reinforcement learning. Value functions play a...
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Value
In the fall of 2015, at the urging of a senior medical research scientist and a technology...
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Redis: Key/Value Database
Sometimes, you need to persist complex objects in a database and/or for a long period of time. Under these circumstances, the key/value store acts...
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How Successful Online Platforms Create Value?
Out of several thousands of startups, only a few achieve success. Those who achieve a certain level of success witness stiff competition from...
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Linear Value Function Approximation
Part I of this book focuses on using tabular methods to represent the value functions of Markov decision processes (MDPs). However, this approach is...
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Value Creation Model of Social Organization System
It aims to the value creation model of social organization system from the perspective of AI. The method is: first, make a formal expression of the...
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Ethical Value Exchange in HCI
The aim of this panel is to facilitate a discussion on the ethical implications of our activities as HCI researchers and designers. These...
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Value Object
The decision as to whether to make an object a class or a struct is very important, and not just from the performance perspective. Quite often what...
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Approximating the \(\lambda \) -low-density Value
The use of realistic input models has gained popularity in the theory community. Assuming a realistic input model often precludes complicated...
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Values and Value Conflicts in the Context of OSINT Technologies for Cybersecurity Incident Response: A Value Sensitive Design Perspective
The negotiation of stakeholder values as a collaborative process throughout technology development has been studied extensively within the fields of...
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Shapley Values with Uncertain Value Functions
We propose a novel definition of Shapley values with uncertain value functions based on first principles using probability theory. Such uncertain...
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Enterprise Cyber Risk Management as a Value Creator Leverage Cybersecurity for Competitive Advantage
This book will help you learn the importance of organizations treating enterprise cyber risk management (ECRM) as a value creator, a business...
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The MaxIS-Shapley Value in Perfect Graphs
We investigate the application of the Shapley value to quantifying the contribution of vertices to the maximum independent set (MaxIS) in perfect...
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Encoding Ethics to Compute Value-Aligned Norms
Norms have been widely enacted in human and agent societies to regulate individuals’ actions. However, although legislators may have ethics in mind...
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How to measure value alignment in AI
How can we make sure that AI systems align with human values and norms? An important step towards reaching this goal is to develop a method for...
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New Forms of Value Creation in the Digital Age
Data and information are the oil of the digital age; industrial and service robots and intelligent algorithms are becoming a decisive production...