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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 knowledge! an excessive amount of info! Decision-making calls for that facts be filtered and sophisticated to supply details. including context to the content material produces actionable wisdom. regrettably, present recommendations strip away the uncertainty linked to the uncooked information. This e-book presents a decision-centered method for dealing with uncertainty that mixes what humans do most sensible 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 trap uncertainty, an executable wisdom base presents content material in context, info fusion propagates uncertainty, info analytics detect styles, and plan optimization instruments circulate the decision-maker from “what's occurring” 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 e-book to supply the practitioner with compelling principles for orchestrating synthetic intelligence, statistical, and mathematical algorithms to provide totally built-in selection help platforms. Novel strategies of specific curiosity are: an information illustration that offers a unifying framework for multi-strategy reasoning and simulation, a strong remedy of uncertainty, monitor-assess-plan-execute determination loops for regimen and quick-reaction judgements, 8 options for computerized discovery of unknown unknowns, point four (process refinement) info 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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