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Author SUM (Conference) (6th : 2012 : Marburg, Germany)

Title Scalable uncertainty management : 6th International Conference, SUM 2012, Marburg, Germany, September 17-19, 2012. Proceedings / Eyke Hüllermeier [and others] (eds.)
Published Berlin ; New York : Springer, [2012]
©2012
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Description 1 online resource
Series Lecture notes in artificial intelligence ; 7520
Lecture notes in computer science, 0302-9743
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence ; 7520
Lecture notes in computer science.
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Xtream: A System for Continuous Querying over Uncertain Data Streams / Mohammad G. Dezfuli and Mostafa S. Haghjoo -- Applications of Ordinal Ranks to Flexible Query Answering / Lucie Urbanova, Vilem Vychodil and Lena Wiese -- Managing Uncertainty in Databases and Scaling It Up to Concurrent Transactions / Alfredo Cuzzocrea, Rubén de Juan Marín, Hendrik Decker and Francesc D. Muñoz-Escoí -- Generalizing Naive and Stable Semantics in Argumentation Frameworks with Necessities and Preferences / Farid Nouioua -- Stable Semantics in Logic-Based Argumentation / Leila Amgoud -- The Outcomes of Logic-Based Argumentation Systems under Preferred Semantics / Leila Amgoud -- Abstract Argumentation via Monadic Second Order Logic / Wolfgang Dvořák, Stefan Szeider and Stefan Woltran -- An Approach to Argumentation Considering Attacks through Time / Maximiliano C.D. Budán, Mauro Gómez Lucero, Carlos I. Chesñevar and Guillermo R. Simari -- Drift Detection and Characterization for Fault Diagnosis and Prognosis of Dynamical Systems / Antoine Chammas, Moamar Sayed-Mouchaweh, Eric Duviella and Stéphane Lecoeuche
An Attempt to Employ Genetic Fuzzy Systems to Predict from a Data Stream of Premises Transactions / Bogdan Trawiński, Tadeusz Lasota, Magdalena Smętek and Grzegorz Trawiński -- Navigating Interpretability Issues in Evolving Fuzzy Systems / Edwin Lughofer -- Certain Conjunctive Query Answering in SQL / Alexandre Decan, Fabian Pijcke and Jef Wijsen -- Restoring Consistency in P2P Deductive Databases / Luciano Caroprese and Ester Zumpano -- Tractable Cases of Clean Query Answering under Entity Resolution via Matching Dependencies / Jaffer Gardezi and Leopoldo Bertossi -- A Distance between Continuous Belief Functions / Dorra Attiaoui, Pierre-Emmanuel Doré, Arnaud Martin and Boutheina Ben Yaghlane -- On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions / Wafa Laâmari, Boutheina Ben Yaghlane and Christophe Simon -- Revision over Partial Pre-orders: A Postulational Study / Jianbing Ma, Salem Benferhat and Weiru Liu
Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals / Mohammad Ghasemi Hamed, Mathieu Serrurier and Nicolas Durand -- Harmonic Wavelets Based Identification of Nonlinear and Time-Variant Systems / Ioannis A. Kougioumtzoglou and Pol D. Spanos -- An Upscaling Approach for Uncertainty Quantification of Stochastic Contaminant Transport through Fractured Media / Edoardo Patelli -- Development of a Reliability-Based Design Optimization Toolbox for the FERUM Software / Luis Celorrio Barragué -- Approximating Complex Sensor Quality Using Failure Probability Intervals / Christian Kuka and Daniela Nicklas -- Correcting Binary Imprecise Classifiers: Local vs Global Approach / Sébastien Destercke and Benjamin Quost -- Density-Based Projected Clustering of Data Streams / Marwan Hassani, Pascal Spaus, Mohamed Medhat Gaber and Thomas Seidl -- Credit-Card Fraud Profiling Using a Hybrid Incremental Clustering Methodology / Marie-Jeanne Lesot and Adrien Revault d'Allonnes
Comparing Partitions by Means of Fuzzy Data Mining Tools / Carlos Molina, Belén Prados, María-Dolores Ruiz, Daniel Sánchez and José-María Serrano -- An Iterative Scaling Algorithm for Maximum Entropy Reasoning in Relational Probabilistic Conditional Logic / Marc Finthammer -- Probabilistic Conditional Independence under Schema Certainty and Uncertainty / Joachim Biskup, Sven Hartmann and Sebastian Link -- On Dependence in Second-Order Probability / David Sundgren and Alexander Karlsson -- Uncertain Observation Times / Shaunak Chatterjee and Stuart Russell -- Center-Wise Intra-Inter Silhouettes / Mohammad Rawashdeh and Anca Ralescu -- Clustering Sets of Objects Using Concepts-Objects Bipartite Graphs / Emmanuel Navarro, Henri Prade and Bruno Gaume -- Evaluating Indeterministic Duplicate Detection Results / Fabian Panse and Norbert Ritter -- Merging Interval-Based Possibilistic Belief Bases / Salem Benferhat, Julien Hué, Sylvain Lagrue and Julien Rossit -- Comparing and Fusing Terrain Network Information / Emmanuel Navarro, Bruno Gaume and Henri Prade
A Characteristic Function Approach to Inconsistency Measures for Knowledge Bases / Jianbing Ma, Weiru Liu and Paul Miller -- Comfort as a Multidimensional Preference Model for Energy Efficiency Control Issues / Afef Denguir, François Trousset and Jacky Montmain -- A Probabilistic Hybrid Logic for Sanitized Information Systems / Tsan-sheng Hsu, Churn-Jung Liau and Da-Wei Wang -- Evidential Fusion for Gender Profiling / Jianbing Ma, Weiru Liu and Paul Miller -- From Imprecise Probability Laws to Fault Tree Analysis / Christelle Jacob, Didier Dubois and Janette Cardoso -- CUDA Accelerated Fault Tree Analysis with C-XSC / Gabor Rebner and Michael Beer -- Deterministic Seismic Hazard Analysis Considering Non-controlling Seismic Sources and Time Factors / Duruo Huang, Jui-Pin Wang, Logan Brant and Su-Chin Chang -- Towards a Logic of Argumentation / Leila Amgoud and Henri Prade -- A Structured View on Sources of Uncertainty in Supervised Learning / Andreas Buschermöhle, Jens Hülsmann and Werner Brockmann -- On Development of a New Seismic Base Isolation System / Sanjukta Chakraborty, Koushik Roy, Chetan Chinta Arun and Samit Ray Chaudhuri
Trying to Understand How Analogical Classifiers Work / William Fernando Correa, Henri Prade and Gilles Richard -- An Adaptive Algorithm for Finding Frequent Sets in Landmark Windows / Xuan Hong Dang, Kok-Leong Ong and Vincent Lee -- Instantiation Restrictions for Relational Probabilistic Conditionals / Marc Finthammer and Christoph Beierle -- Artificial Intelligence for Identification of Material Behaviour Using Uncertain Load and Displacement Data / Steffen Freitag -- On Cluster Validity for Fuzzy Clustering of Incomplete Data / Ludmila Himmelspach, João Paulo Carvalho and Stefan Conrad -- Evaluation of the Naive Evidential Classifier (NEC): A Comparison between Its Two Variants Based on a Real Agronomic Application / Yosra Mazigh, Boutheina Ben Yaghlane and Sébastien Destercke -- An Approach to Learning Relational Probabilistic FO-PCL Knowledge Bases / Nico Potyka and Christoph Beierle -- An SMT-Based Solver for Continuous t-norm Based Logics / Amanda Vidal, Félix Bou and Lluís Godo -- Seismic Hazard Assessment on NPP Sites in Taiwan through an Observation-Oriented Monte Carlo Simulation / Jui-Pin Wang and Duruo Huang
Summary This book constitutes the refereed proceedings of the 6th International Conference on Scalable Uncertainty Management, SUM 2012, held in Marburg, Germany, in September 2012. The 41 revised full papers and 13 revised short papers were carefully reviewed and selected from 75 submissions. The papers cover topics in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information including applications in decision support systems, machine learning, negotiation technologies, semantic web applications, search engines, ontology systems, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge
Analysis Computer science
Computer Communication Networks
Data mining
Information storage and retrieval systems
Artificial intelligence
Information Systems Applications (incl. Internet)
Information Storage and Retrieval
Bibliography Includes bibliographical references
Subject Uncertainty (Information theory) -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Hüllermeier, Eyke.
LC no. 2012946351
ISBN 9783642333620 (electronic bk.)
3642333621 (electronic bk.)
3642333613
9783642333613
Other Titles SUM 2012