Score-Based Explanations in Data Management and Machine Learning (Englisch)
- Neue Suche nach: Bertossi, Leopoldo
- Neue Suche nach: Davis, Jesse
- Weitere Informationen zu Davis, Jesse:
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https://orcid.org/https://orcid.org/0000-0002-3748-9263
- Neue Suche nach: Tabia, Karim
- Weitere Informationen zu Tabia, Karim:
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https://orcid.org/https://orcid.org/0000-0002-8632-3980
- Neue Suche nach: Bertossi, Leopoldo
In:
Scalable Uncertainty Management
: 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23–25, 2020, Proceedings
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Kapitel: 2
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17-31
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2020
- Aufsatz/Kapitel (Buch) / Elektronische Ressource
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Titel:Score-Based Explanations in Data Management and Machine Learning
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Weitere Titelangaben:Lect.Notes Computer
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Beteiligte:
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Kongress:International Conference on Scalable Uncertainty Management ; 2020 ; Bozen-Bolzano, Italy
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Erschienen in:Scalable Uncertainty Management : 14th International Conference, SUM 2020, Bozen-Bolzano, Italy, September 23–25, 2020, Proceedings ; Kapitel: 2 ; 17-31Lecture Notes in Computer Science ; 12322 ; 17-31
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Verlag:
- Neue Suche nach: Springer International Publishing
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Erscheinungsort:Cham
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Erscheinungsdatum:16.09.2020
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Format / Umfang:15 pages
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz/Kapitel (Buch)
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Format:Elektronische Ressource
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Sprache:Englisch
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Schlagwörter:
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Datenquelle:
Inhaltsverzeichnis E-Book
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
- 1
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Symbolic Logic Meets Machine Learning: A Brief Survey in Infinite DomainsBelle, Vaishak et al. | 2020
- 2
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Score-Based Explanations in Data Management and Machine LearningBertossi, Leopoldo et al. | 2020
- 3
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From Possibilistic Rule-Based Systems to Machine Learning - A Discussion PaperDubois, Didier / Prade, Henri et al. | 2020
- 4
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Logic, Probability and Action: A Situation Calculus PerspectiveBelle, Vaishak et al. | 2020
- 5
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When Nominal Analogical Proportions Do Not FailCouceiro, Miguel / Lehtonen, Erkko / Miclet, Laurent / Prade, Henri / Richard, Gilles et al. | 2020
- 6
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Measuring Disagreement with InterpolantsRibeiro, Jandson S. / Sofronie-Stokkermans, Viorica / Thimm, Matthias et al. | 2020
- 7
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Inferring from an Imprecise Plackett–Luce Model: Application to Label RankingAdam, Loïc / Van Camp, Arthur / Destercke, Sébastien / Quost, Benjamin et al. | 2020
- 8
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Inference with Choice Functions Made PracticalDecadt, Arne / De Bock, Jasper / de Cooman, Gert et al. | 2020
- 9
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A Formal Learning Theory for Three-Way ClusteringCampagner, Andrea / Ciucci, Davide et al. | 2020
- 10
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Belief Functions for Safety Arguments Confidence Estimation: A Comparative StudyIdmessaoud, Yassir / Dubois, Didier / Guiochet, Jérémie et al. | 2020
- 11
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Incremental Elicitation of Capacities for the Sugeno Integral with a Maximin ApproachRico, Agnès / Viappiani, Paolo et al. | 2020
- 12
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Computable Randomness Is About More Than ProbabilitiesPersiau, Floris / De Bock, Jasper / de Cooman, Gert et al. | 2020
- 13
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Equity in Learning Problems: An OWA ApproachOrtholand, Juliette / Destercke, Sébastien / Belahcene, Khaled et al. | 2020
- 14
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Conversational Recommender System by Bayesian MethodsMangili, Francesca / Broggini, Denis / Antonucci, Alessandro et al. | 2020
- 15
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Dealing with Atypical Instances in Evidential Decision-MakingQuost, Benjamin / Masson, Marie-Hélène / Destercke, Sébastien et al. | 2020
- 16
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Evidence Theory Based Combination of Frequent Chronicles for Failure PredictionBen Chrayet, Achraf / Samet, Ahmed / Bach Tobji, Mohamed Anis et al. | 2020
- 17
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Rule-Based Classification for Evidential DataBahri, Nassim / Bach Tobji, Mohamed Anis / Ben Yaghlane, Boutheina et al. | 2020
- 18
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Undecided Voters as Set-Valued Information – Towards Forecasts Under Epistemic ImprecisionKreiss, Dominik / Augustin, Thomas et al. | 2020
- 19
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Multi-dimensional Stable Matching Problems in Abstract ArgumentationSantini, Francesco et al. | 2020
- 20
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Modal Interpretation of Formal Concept Analysis for Incomplete RepresentationsSadou, Mohammed / Djouadi, Yassine / Hadj-Ali, Allel et al. | 2020
- 21
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A Symbolic Approach for Counterfactual ExplanationsBoumazouza, Ryma / Cheikh-Alili, Fahima / Mazure, Bertrand / Tabia, Karim et al. | 2020
- 22
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Modelling Multivariate Ranking Functions with Min-Sum NetworksShao, Xiaoting / Yu, Zhongjie / Skryagin, Arseny / Rienstra, Tjitze / Thimm, Matthias / Kersting, Kristian et al. | 2020
- 23
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An Algorithm for the Contension Inconsistency Measure Using Reductions to Answer Set ProgrammingKuhlmann, Isabelle / Thimm, Matthias et al. | 2020