| Description |
1 online resource (xviii, 404 pages) : illustrations |
| Series |
Lecture notes in artificial intelligence ; 8109 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 8109
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Constraints, Search and Planning. An Evaluation of Best Compromise Search in Graphs / Enrique Machuca, Lawrence Mandow and Lucie Galand -- Intelligent Web and Information Retrieval. Compressing Semantic Metadata for Efficient Multimedia Retrieval / Mario Arias Gallego [and others] -- Time-Aware Evaluation of Methods for Identifying Active Household Members in Recommender Systems / Pedro G. Campos [and others] -- Comments-Oriented Query Expansion for Opinion Retrieval in Blogs / Jose M. Chenlo, Javier Parapar and David E. Losada -- A Contextual Modeling Approach for Model-Based Recommender Systems / Ignacio Fernández-Tobías [and others] -- Identifying Overlapping Communities and Their Leading Members in Social Networks / Camilo Palazuelos and Marta Zorrilla |
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Fuzzy Systems. Permutability of Fuzzy Consequence Operators and Fuzzy Interior Operators / Neus Carmona [and others] -- A Fuzzy Filter for High-Density Salt and Pepper Noise Removal / Manuel González-Hidalgo [and others] -- A New Class of Functions for Integrating Weighting Means and OWA Operators / Bonifacio Llamazares -- Attitude-Driven Web Consensus Support System for Large-Scale GDM Problems Based on Fuzzy Linguistic Approach / Iván Palomares and Luis Martínez -- Knowledge Representation, Reasoning and Logic. Decidability of a Logic for Order of Magnitude Qualitative Reasoning with Comparability and Negligibility Relations / Alfredo Burrieza |
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Machine Learning. Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets / Olatz Arbelaitz [and others] -- Scaling Up Feature Selection: A Distributed Filter Approach / Verónica Bolón-Canedo, Noelia Sánchez-Maroño and Joana Cerviño-Rabuñal -- Experiments on Neuroevolution and Online Weight Adaptation in Complex Environments / Francisco José Gallego-Durán, Rafael Molina-Carmona and Faraón Llorens-Largo -- Learning Conditional Linear Gaussian Classifiers with Probabilistic Class Labels / Pedro L. López-Cruz, Concha Bielza and Pedro Larrañaga -- Exact Incremental Learning for a Single Non-linear Neuron Based on Taylor Expansion and Greville Formula / David Martínez-Rego, Oscar Fontenla-Romero and Amparo Alonso-Betanzos -- Augmented Semi-naive Bayes Classifier / Bojan Mihaljevic, Pedro Larrañaga and Concha Bielza -- Automatic Ontology User Profiling for Social Networks from URLs Shared / Paula Peña [and others] |
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Multiagent Systems. A Common-Recipe and Conflict-Solving MAP Approach for Care Planning in Comorbid Patients / Gonzalo Milla-Millán, Juan Fdez-Olivares and Inmaculada Sánchez-Garzón -- An Argumentation-Based Multi-agent Temporal Planning System Built on t-DeLP / Pere Pardo and Lluís Godó -- Engineering the Decentralized Coordination of UAVs with Limited Communication Range / Marc Pujol-Gonzalez [and others] --Multidisciplinary Topics and Applications. Concurrent CPU-GPU Code Optimization: The Two-Point Angular Correlation Function as Case Study / Miguel Cárdenas-Montes [and others] -- .Cloud: Unified Platform for Compilation and Execution Processes in a Cloud / Fernando De la Prieta [and others] -- A SIR e-Epidemic Model for Computer Worms Based on Cellular Automata / Ángel Martín del Rey -- A Common Framework for Fault Diagnosis of Parametric and Discrete Faults Using Possible Conflicts / Noemi Moya Alonso [and others] |
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Metaheuristics. Impact of the Production Mix Preservation on the ORV Problem / Joaquín Bautista [and others] -- Sustainable Internet Services in Contributory Communities / Guillem Cabrera [and others] -- A Study of the Combination of Variation Operators in the NSGA-II Algorithm / Antonio J. Nebro [and others] -- A New Heuristic for the Capacitated Vertex p-Center Problem / Dagoberto R. Quevedo-Orozco and Roger Z. Ríos-Mercado -- Reducing Gas Emissions in Smart Cities by Using the Red Swarm Architecture / Daniel H. Stolfi and Enrique Alba -- Heuristic Optimization Model for Infrastructure Asset Management / Cristina Torres-Machí [and others] |
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Uncertainty in Artificial Intelligence. Learning more Accurate Bayesian Networks in the CHC Approach by Adjusting the Trade-Off between Efficiency and Accuracy / Jacinto Arias, José A. Gámez and José M. Puerta -- Approximate Lazy Evaluation of Influence Diagrams / Rafael Cabañas [and others] -- Learning Recursive Probability Trees from Data / Andrés Cano [and others] -- On Using the PC Algorithm for Learning Continuous Bayesian Networks: An Experimental Analysis / Antonio Fernández, Inmaculada Pérez-Bernabé and Antonio Salmerón -- Learning from Crowds in Multi-dimensional Classification Domains / Jerónimo Hernández-González, Iñaki Inza and José A. Lozano -- Learning Mixtures of Polynomials of Conditional Densities from Data / Pedro L. López-Cruz [and others] -- A Dynamic Bayesian Network Framework for Learning from Observation / Santiago Ontañón, José Luis Montaña and Avelino J. Gonzalez -- Approximate Counting of Graphical Models via MCMC Revisited / José M. Peña -- Multidimensional k-Interaction Classifier: Taking Advantage of All the Information Contained in Low Order Interactions / Aritz Pérez Martínes, José A. Lozano and Iñaki Inza |
| Summary |
This book constitutes the refereed proceedings of the 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 20013, held in Madrid, Spain, in September 2013. The 27 revised full papers presented were carefully selected from 66 submissions. The papers are organized in topical sections on Constraints, search and planning, intelligent Web and information retrieval, fuzzy systems, knowledge representation, reasoning and logic, machine learning, multiagent systems, multidisciplinary topics and applications, metaheuristics, uncertainty in artificial intelligence |
| Notes |
International conference proceedings |
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Includes author index |
| Bibliography |
Includes author index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed September 24, 2013) |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence.
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Artificial Intelligence
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artificial intelligence.
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Artificial intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Bielza, Concha, editor
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| ISBN |
9783642406430 |
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3642406432 |
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3642406424 |
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9783642406423 |
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