Applications of Artificial Intelligence for Decision-Making by Patrick Talbot,Dennis Ellis PDF

By Patrick Talbot,Dennis Ellis

ISBN-10: 1502907593

ISBN-13: 9781502907592

publication Description: now we have the information! an excessive amount of facts! Decision-making calls for that information be filtered and subtle to supply details. including context to the content material produces actionable wisdom. regrettably, present recommendations strip away the uncertainty linked to the uncooked info. This publication offers a decision-centered strategy for dealing with uncertainty that mixes what humans do top with what desktops do top. Algorithms “plug into”the wisdom base from a unmarried import/export interface, facilitating multi-strategy reasoning. Triage filters the information, extraction of hedge phrases seize uncertainty, an executable wisdom base offers content material in context, facts fusion propagates uncertainty, information analytics become aware of styles, and plan optimization instruments movement the decision-maker from “what's happening” to “what to do”. screens current actionable wisdom with linked uncertainties explicitly proven. Fifteen purposes are proven starting from sturdiness prediction, to a retail challenge solver, to intelligence neighborhood functions, to starship cybernetics.

We wrote the ebook to supply the practitioner with compelling principles for orchestrating man made intelligence, statistical, and mathematical algorithms to provide absolutely built-in selection aid platforms. Novel concepts of specific curiosity are: a data illustration that gives a unifying framework for multi-strategy reasoning and simulation, a strong remedy of uncertainty, monitor-assess-plan-execute selection loops for regimen and quick-reaction judgements, 8 recommendations for automatic discovery of unknown unknowns, point four (process refinement) facts fusion, and a self-aware wisdom base that “knows what it knows".

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Applications of Artificial Intelligence for Decision-Making by Patrick Talbot,Dennis Ellis

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