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020 _a9783540697800
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024 7 _a10.1007/3-540-64413-X
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
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082 0 4 _a006.3
_223
245 1 0 _aLearning and Reasoning with Complex Representations
_h[electronic resource] :
_bPRICAI'96 Workshops on Reasoning with Incomplete and Changing Information and on Inducing Complex Representations Cairns, Australia, August 26-30, 1996, Selected Papers /
_cedited by Grigoris Antoniou, Aditya K. Ghose, Miroslaw Truszczynski.
250 _a1st ed. 1998.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c1998.
300 _aXII, 288 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v1359
505 0 _aInductive constraint logic programming: An overview -- Some approaches to reasoning with incomplete and changing information -- Curried least general generalization: A framework for higher order concept learning -- Approximate validity -- Inductive theories from equational systems -- The role of default representations in incremental learning -- Learning stable concepts in a changing world -- Inducing complex spatial descriptions in two dimensional scenes -- A framework for learning constraints: Preliminary report -- Induction of constraint logic programs -- Belief network algorithms: A study of performance based on domain characterisation -- A Group Decision and Negotiation Support System for argumentation based reasoning -- From belief revision to design revision: Applying theory change to changing requirements -- Using histories to model observations in theories of action -- Modelling inertia in action languages -- Combinatorial interpretation of uncertainty and conditioning -- Probabilistic diagnosis as an update problem -- Cooperative combination of default logic and autoepistemic logic.
520 _aThis book constitutes the thoroughly revised and refereed post-workshop documentation of two international workshops held in conjunction with the Pacific Rim International Conference on Artificial Intelligence, PRICAI'96, in Cairns, Australia, in August 1996. The volume presents 14 revised full papers togehter with two invited contributions and two introductory surveys particularly commissioned for this book. Among the topics addressed are computational learning, commonsense reasoning, constraint logic programming, fuzzy reasoning, vague data, inductive inference, belief revision, action theory, uncertainty, and probabilistic diagnosis.
650 0 _aArtificial intelligence.
650 1 4 _aArtificial Intelligence.
700 1 _aAntoniou, Grigoris.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGhose, Aditya K.
_eeditor.
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700 1 _aTruszczynski, Miroslaw.
_eeditor.
_4edt
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540644132
776 0 8 _iPrinted edition:
_z9783662162880
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v1359
856 4 0 _uhttps://doi.org/10.1007/3-540-64413-X
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