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
- Title:
- 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)
- Main Title:
- Scalable uncertainty management : 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings
- 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 SetSymbolic 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. … (more)
- 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
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- 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).
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- British Library HMNTS - ELD.DS.553044
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