Scalable uncertainty management : 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings /: 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings. (2020)

• Record Type: Book
• Other Titles: SUM 2020
• Further Information: Note: Jesse Davis, Karim Tabia (eds.).
• Other Names: (Professor of Informatics), Davis, Jesse; Tabia, Karim; SUM (Conference), 14th
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (297 pages)
• Subjects: 003.5/4; Uncertainty (Information theory) -- Congresses; Mathematical theory of computation; Machine learning; Network hardware; Systems analysis & design; Data mining; Artificial intelligence; Computers -- Data Processing; Computers -- Intelligence (AI) & Semantics; Computers -- Hardware -- Network Hardware; Computers -- Information Technology; Computers -- Database Management -- Data Mining; Artificial intelligence; Computer architecture; Computer networks; Computer science -- Mathematics; Data mining; Machine learning; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030584498
• Related ISBNs: 9783030584481
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.