New PDF release: Applications of Artificial Intelligence for Decision-Making

By Patrick Talbot,Dennis Ellis

ebook Description: we've got the information! an excessive amount of info! Decision-making calls for that info be filtered and subtle to supply info. including context to the content material produces actionable wisdom. regrettably, present strategies strip away the uncertainty linked to the uncooked facts. This booklet offers a decision-centered method for dealing with uncertainty that mixes what humans do most sensible with what desktops do most sensible. 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 presents content material in context, information fusion propagates uncertainty, facts analytics detect styles, and plan optimization instruments movement the decision-maker from “what's occurring” to “what to do”. screens current actionable wisdom with linked uncertainties explicitly proven. Fifteen functions are proven starting from durability prediction, to a retail challenge solver, to intelligence group purposes, to starship cybernetics.

We wrote the booklet to supply the practitioner with compelling rules for orchestrating synthetic intelligence, statistical, and mathematical algorithms to supply totally built-in determination aid structures. Novel thoughts of specific curiosity are: a data illustration that offers a unifying framework for multi-strategy reasoning and simulation, a powerful therapy of uncertainty, monitor-assess-plan-execute choice loops for regimen and quick-reaction judgements, 8 strategies for automatic 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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