03951nam 2200517 450 99641830720331620210210212740.03-030-58449-610.1007/978-3-030-58449-8(CKB)4100000011457882(DE-He213)978-3-030-58449-8(MiAaPQ)EBC6350757(PPN)256018405(EXLCZ)99410000001145788220210210d2020 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierScalable uncertainty management 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings /Jesse Davis, Karim Tabia (editors)1st ed. 2020.Cham, Switzerland :Springer,[2020]©20201 online resource (XIV, 297 p. 208 illus., 25 illus. in color.) Lecture Notes in Computer Science ;123223-030-58448-8 Symbolic Logic Meets Machine Learning: A Brief Survey in Infinite Domains -- Score-Based Explanations in Data Management and Machine Learning -- From Ppossibilistic Rule-Based Systems to Machine Learning -- Logic, Probability and Action: A Situation Calculus Perspective -- When Nominal Analogical Proportions do not Fail -- Measuring Disagreement with Interpolants -- Inferring from an imprecise Plackett–Luce model: Application to Label Ranking -- Inference with Choice Functions Made Practical -- A Formal Learning Theory for Three-way Clustering -- Belief Functions for Safety Arguments Confidence Estimation -- Incremental Elicitation of Capacities for the Sugeno Integral with a Maximum Approach -- Computable Randomness is About More than Probabilities -- Equity in Learning Problems: an OWA Approach -- Conversational Recommender System by Bayesian Methods -- Dealing with Atypical Instances in Evidential Decision-Making -- Evidence Theory Based Combination of Frequent Chronicles for Failure Prediction -- Rule-Based Classification for Evidential Data -- Undecided Voters as Set-Valued Information -- Towards Forecasts under Epistemic Imprecision -- Multi-Dimensional Stable Matching Problems in Abstract Argumentation -- Modal Interpretation of Formal Concept Analysis for Incomplete Representations -- A Symbolic Approach for Counterfactual Explanations -- Modelling Multivariate Ranking Functions with Min-Sum Networks -- An Algorithm for the Contension Inconsistency Measure using Reductions to Answer Set Programming.This book constitutes the refereed proceedings of the 14th International Conference on Scalable Uncertainty Management, SUM 2020, which was held in Bozen-Bolzano, Italy, in September 2020. The 12 full, 7 short papers presented in this volume were carefully reviewed and selected from 30 submissions. Besides that, the book also contains 2 abstracts of invited talks, 2 tutorial papers, and 2 PhD track papers. The conference aims to gather researchers with a common interest in managing and analyzing imperfect information from a wide range of fields, such as artificial intelligence and machine learning, databases, information retrieval and data mining, the semantic web and risk analysis. Due to the Corona pandemic SUM 2020 was held as an virtual event.Lecture notes in computer science ;12322.Uncertainty (Information theory)CongressesMathematical theory of computationMachine learningUncertainty (Information theory)Mathematical theory of computation.Machine learning.003.54Davis JesseTabia KarimMiAaPQMiAaPQMiAaPQBOOK996418307203316Scalable Uncertainty Management772490UNISA01874nam 2200481 a 450 991069040090332120050729152950.0(CKB)5470000002337279(OCoLC)37525244ocm37525244(OCoLC)995470000002337279(EXLCZ)99547000000233727919970825d1997 ua 0engtxtrdacontentnrdamediancrdacarrierThe Results Act observations on the Forest Service's May 1997 draft plan : statement of Barry T. Hill, Associate Director, Energy, Resources, and Science Issues, Resources, Community, and Economic Development Division, before the Subcommittee on Forests and Forest Health, Committee on Resources, House of Representatives /United States General Accounting OfficeWashington, D.C. :The Office ;Gaithersburg, MD (P.O. Box 6015, Gaithersburg 20884-6015) :The Office, [distributor],[1997]12 leaves ;28 cmTestimony ;GAO/T-RCED-97-223"July 31, 1997."Cover title.Not distributed to depository libraries in a physical form.Includes bibliographical references.Results Act Forest managementUnited StatesPlanningForest policyUnited StatesGovernment productivityUnited StatesForest managementPlanning.Forest policyGovernment productivityHill Barry T(Barry Thomas),1948-1380774United States.General Accounting Office.OVPOVPGAOAGLGPOBOOK9910690400903321The Results Act3429470UNINA