001454119 000__ 03397cam\a2200529\i\4500
001454119 001__ 1454119
001454119 003__ OCoLC
001454119 005__ 20230314003502.0
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001454119 007__ cr\un\nnnunnun
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001454119 019__ $$a1356794070$$a1356798152$$a1357019157
001454119 020__ $$a9783031208515$$q(electronic bk.)
001454119 020__ $$a303120851X$$q(electronic bk.)
001454119 020__ $$z9783031208508$$q(print)
001454119 020__ $$z3031208501
001454119 0247_ $$a10.1007/978-3-031-20851-5$$2doi
001454119 035__ $$aSP(OCoLC)1363819079
001454119 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dEBLCP$$dOCLCQ$$dUKAHL
001454119 049__ $$aISEA
001454119 050_4 $$aQ342
001454119 08204 $$a006.3$$223/eng/20230123
001454119 1001_ $$aLoia, Vincenzo,$$d1961-$$eauthor.
001454119 24510 $$aComputational techniques for intelligence analysis :$$ba cognitive approach /$$cVincenzo Loia, Francesco Orciuoli, Angelo Gaeta.
001454119 264_1 $$aCham :$$bSpringer,$$c2023.
001454119 300__ $$a1 online resource (xii, 181 pages) :$$billustrations (some color)
001454119 336__ $$atext$$btxt$$2rdacontent
001454119 337__ $$acomputer$$bc$$2rdamedia
001454119 338__ $$aonline resource$$bcr$$2rdacarrier
001454119 504__ $$aIncludes bibliographical references.
001454119 5050_ $$aIntroduction -- Intelligence Analysis -- Foundations of the computational techniques -- Applying Situation Awareness to Intelligence Analysis -- Decision making through what-if analysis -- System modelling with graphs -- Behaviour modelling with fuzzy signatures -- Concept drift analysis with structures of opposition -- Comparing different approaches for implementing probability based rough set operators -- Data streaming scenarios -- Dealing with continuous variables: neighborhood and dominance based rough sets.
001454119 506__ $$aAccess limited to authorized users.
001454119 520__ $$aThis book focuses on the definition and implementation of data-driven computational tools supporting decision-making along heterogeneous intelligence scenarios. Intelligence analysis includes methodologies, activities, and tools aimed at obtaining complex information from a set of isolated data gathered from different sensors. The tools aim at increasing the level of situation awareness of decision-makers through the construction of abstract structures supporting human operators in reasoning and making decisions. This book appeals to students, professionals, and academic researchers in computational intelligence and approximate reasoning applications. It is a comprehensive textbook on the subject, supported with case studies and practical examples in Python. The readers will learn how to define decision support systems for the intelligence analysis through the application of situation awareness and granular computing for information processing.
001454119 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed January 23, 2023).
001454119 650_0 $$aComputational intelligence.
001454119 650_0 $$aArtificial intelligence.
001454119 650_0 $$aRisk management$$xData processing.
001454119 655_0 $$aElectronic books.
001454119 7001_ $$aOrciuoli, Francesco,$$eauthor.
001454119 7001_ $$aGaeta, Angelo,$$eauthor.
001454119 77608 $$iPrint version: $$z3031208501$$z9783031208508$$w(OCoLC)1346618236
001454119 852__ $$bebk
001454119 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-20851-5$$zOnline Access$$91397441.1
001454119 909CO $$ooai:library.usi.edu:1454119$$pGLOBAL_SET
001454119 980__ $$aBIB
001454119 980__ $$aEBOOK
001454119 982__ $$aEbook
001454119 983__ $$aOnline
001454119 994__ $$a92$$bISE