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ORCID9th SUM 2015: Québec City, QC, Canada
- Christoph Beierle, Alex Dekhtyar:
Scalable Uncertainty Management - 9th International Conference, SUM 2015, Québec City, QC, Canada, September 16-18, 2015. Proceedings. Lecture Notes in Computer Science 9310, Springer 2015, ISBN 978-3-319-23539-4
Invited Talk
- Jean-Marie De Koninck
:
The Mysterious World of Normal Numbers. 3-18
Bayesian Networks
- Ismail Ilkan Ceylan, Rafael Peñaloza:
Probabilistic Query Answering in the Bayesian Description Logic BEL. 21-35 - Fábio Gagliardi Cozman, Denis Deratani Mauá:
The Complexity of Plate Probabilistic Models. 36-49 - Denis Deratani Mauá, Fábio Gagliardi Cozman:
DL-Lite Bayesian Networks: A Tractable Probabilistic Graphical Model. 50-64
Probabilistic Models
- Anisse Ismaili:
State Space Search with Stochastic Costs and Risk Aversion. 67-82 - Batya Kenig, Avigdor Gal:
On the Impact of Junction-Tree Topology on Weighted Model Counting. 83-98 - Matthias Nickles, Alessandra Mileo:
A System for Probabilistic Inductive Answer Set Programming. 99-105 - Joerg Schoenfisch, Heiner Stuckenschmidt:
Towards Large-Scale Probabilistic OBDA. 106-120 - Nico Potyka:
Reasoning over Linear Probabilistic Knowledge Bases with Priorities. 121-136
Intelligent Data Analytics
- Myriam Bounhas, Henri Prade, Gilles Richard:
Evenness-Based Reasoning with Logical Proportions Applied to Classification. 139-154 - Ahmed Mabrouk, Christophe Gonzales, Karine Jabet-Chevalier, Eric Chojnacki:
Multivariate Cluster-Based Discretization for Bayesian Network Structure Learning. 155-169 - Mohamad Mehdi, Elise Epaillard, Nizar Bouguila, Jamal Bentahar:
Modeling and Forecasting Time Series of Compositional Data: A Generalized Dirichlet Power Steady Model. 170-185 - Grégory Smits, Olivier Pivert:
Linguistic and Graphical Explanation of a Cluster-Based Data Structure. 186-200
Possibility Theory, Belief Functions and Transformations
- Salem Benferhat, Amélie Levray, Karim Tabia:
Probability-Possibility Transformations: Application to Credal Networks. 203-219 - Nicolas Drougard, Didier Dubois, Jean-Loup Farges, Florent Teichteil-Königsbuch:
Planning in Partially Observable Domains with Fuzzy Epistemic States and Probabilistic Dynamics. 220-233 - Wafa Laâmari, Boutheina Ben Yaghlane:
Propagation of Belief Functions in Singly-Connected Hybrid Directed Evidential Networks. 234-248 - Didier Dubois, Giovanni Fusco, Henri Prade, Andrea Tettamanzi:
Uncertain Logical Gates in Possibilistic Networks. An Application to Human Geography. 249-263
Argumentation
- Leila Amgoud, Farid Nouioua:
Undercutting in Argumentation Systems. 267-281 - Abdallah Arioua, Madalina Croitoru:
Formalizing Explanatory Dialogues. 282-297 - Pierre Bisquert, Madalina Croitoru, Florence Dupin de Saint-Cyr:
Towards a Dual Process Cognitive Model for Argument Evaluation. 298-313 - Claudette Cayrol, Marie-Christine Lagasquie-Schiex:
Change in Abstract Bipolar Argumentation Systems. 314-329 - Zimi Li, Simon Parsons:
On Argumentation with Purely Defeasible Rules. 330-343
Dealing with Inconsistency
- Didier Dubois, Henri Prade:
A Possibilistic Analysis of Inconsistency. 347-353 - Floris Geerts, Fabian Pijcke, Jef Wijsen:
First-Order Under-Approximations of Consistent Query Answers. 354-367 - Elie Merhej, Steven Schockaert, Martine De Cock:
Using Rules of Thumb for Repairing Inconsistent Answer Set Programs. 368-381
Applications
- Jesús Manuel Almendros-Jiménez, Miquel Bofill, Alejandro Luna Tedesqui, Ginés Moreno, Carlos Vázquez, Mateu Villaret:
Fuzzy XPath for the Automatic Search of Fuzzy Formulae Models. 385-398 - Zeinab Bahmani, Leopoldo E. Bertossi, Nikolaos Vasiloglou:
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution. 399-414 - Steven Horn, Anthony W. Isenor, Moira MacNeil, Adrienne Turnbull:
Matching Uncertain Identities Against Sparse Knowledge. 415-420
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