| Description |
1 online resource (xxxii, 708 pages) |
| Series |
Lecture notes in artificial intelligence ; 7208 |
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Lecture notes in computer science, 0302-9743 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7208.
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Lecture notes in computer science.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan and Ching-Chin Chern -- Case-Based Argumentation Infrastructure for Agent Societies / Jaume Jordán, Stella Heras and Vicente Julián -- The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses / Piotr Skupin and Mieczyslaw Metzger -- Agent Capability Taxonomy for Dynamic Environments / Jorge Agüero, Miguel Rebollo, Carlos Carrascosa and Vicente Julián -- Modeling Internet as a User-Adapted Speech Service / David Griol, Javier Carbó and José Manuel Molina -- Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling / Ricardo Cruz, Andrés Ortiz, Ana M. Barbancho and Isabel Barbancho -- Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis / IL-Ho Yang, Min-Seok Kim, Byung-Min So, Myung-Jae Kim and Ha-Jin Yu -- Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting / Andrés Sanz-García, Julio Fernández-Ceniceros, Fernando Antoñanzas-Torres and F. Javier Martínez-de-Pisón-Ascacibar -- A Social Network-Based Approach to Expert Recommendation System / Elnaz Davoodi, Mohsen Afsharchi and Keivan Kianmehr -- Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata / Javier de Lope, Darío Maravall and Yadira Quiñonez -- Lipreading Procedure for Liveness Verification in Video Authentication Systems / Agnieszka Owczarek and Krzysztof Ślot |
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Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight / S. Zeghlache, D. Saigaa, K. Kara, Abdelghani Harrag and A. Bouguerra -- Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option / Giuliano Armano, Camelia Chira and Nima Hatami -- Spontaneous Facial Expression Recognition: Automatic Aggression Detection / Ewa Piątkowska and Jerzy Martyna -- A Memetic Approach to Project Scheduling that Maximizes the Effectiveness of the Human Resources Assigned to Project Activities / Virginia Yannibelli and Analía Amandi -- Hunting for Fraudsters in Random Forests / R.M. Konijn and W. Kowalczyk -- Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process / Vladimir Bukhtoyarov, Eugene Semenkin and Andrey Shabalov -- Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks / Rattan Priya, Bruno Feres de Souza, André L.D. Rossi and André C.P.L.F. de Carvalho -- Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution / Dragan Simić and Svetlana Simić -- Fuzzy C-means Clustering with Bilateral Filtering for Medical Image Segmentation / Yuchen Liu, Kai Xiao, Alei Liang and Haibing Guan -- A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm / Liang Pang, Kai Xiao, Alei Liang and Haibing Guan -- k-Means Clustering of Asymmetric Data / Dominik Olszewski -- A Max Metric to Evaluate a Cluster / Hosein Alizadeh, Hamid Parvin, Sajad Parvin, Zahra Rezaei and Moslem Mohamadi |
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Nearest Cluster Classifier / Hamid Parvin, Moslem Mohamadi, Sajad Parvin, Zahra Rezaei and Behrouz Minaei Diffusion Maps for the Description of Meteorological Data / Ángela Fernández, Ana M. González, Julia Díaz and José R. Dorronsoro -- Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees / Marcin Blachnik and Mirosław Kordos -- Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm / Jungan Chen, Feng Liang and Zhaoxi Fang -- White Box Classification of Dissimilarity Data / Barbara Hammer, Bassam Mokbel, Frank-Michael Schleif and Xibin Zhu -- On Ensemble Classifiers for Nonintrusive Appliance Load Monitoring / Oliver Kramer, O. Wilken, P. Beenken, A. Hein and A. Hüwel, et al. -- Lee Path Replanner for Partially-Known Environments / Maciej Polańczyk, Przemysław Barański, Michał Strzelecki and Krzysztof Ślot -- Stroke Based Handwritten Character Recognition / D. Álvarez, R. Fernández and L. Sánchez -- KETO: A Knowledge Editing Tool for Encoding Condition -- Action Guidelines into Clinical DSSs / Aniello Minutolo, Massimo Esposito and Giuseppe De Pietro -- Integration of Intelligent Information Technologies Ensembles for Modeling and Classification / Andrey Shabalov, Eugene Semenkin and Pavel Galushin -- Fusion of Modular Bayesian Networks for Context-Aware Decision Making / Seung-Hyun Lee and Sung-Bae Cho |
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Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator / Miguel Cárdenas-Montes, Miguel A. Vega-Rodríguez and Antonio Gómez-Iglesias -- Hybrid Multi-objective Machine Learning Classification in Liver Transplantation / M. Pérez-Ortiz, M. Cruz-Ramírez, J.C. Fernández-Caballero and C. Hervás-Martínez -- Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy / Mirosław Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik and Slawomir Golak, et al. -- Evolutionary Neural Networks for Product Design Tasks / Angela Bernardini, Javier Asensio, José Luis Olazagoitia and Jorge Biera -- An Incremental Hypersphere Learning Framework for Protein Membership Prediction / Noel Lopes, Daniel Correia, Carlos Pereira, Bernardete Ribeiro and António Dourado -- An Evolutionary Approach to Generate Solutions for Conflict Scenarios / Davide Carneiro, Cesar Analide, Paulo Novais and José Neves -- Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue / José L. Guerrero, Antonio Berlanga and José Manuel Molina -- Optimization of Neuro-Coefficient Smooth Transition Autoregressive Models Using Differential Evolution / Christoph Bergmeir, Isaac Triguero, Francisco Velasco and José Manuel Benítez |
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ReactGA -- The Search Space Transformation for the Local Optimum Escaping / Radosław Ziembiński -- PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data / Xiaohui Wu, Meishuang Tang, Junfeng Yao, Shuiyuan Lin and Zhe Xiang, et al. -- How to Reduce Dimension while Improving Performance / Abdelghani Harrag, D. Saigaa, A. Bouchelaghem, M. Drif and S. Zeghlache, et al. -- On How Percolation Threshold Affects PSO Performance / Blanca Cases, Alicia D'Anjou and Abdelmalik Moujahid -- Pollen Grains Contour Analysis on Verification Approach / Norma Monzón García, Víctor Alfonso Elizondo Chaves, Juan Carlos Briceño and Carlos M. Travieso -- Modelling Stress Recognition in Conflict Resolution Scenarios / Marco Gomes, Davide Carneiro, Paulo Novais and José Neves -- Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint / Julio Fernández-Ceniceros, Andrés Sanz-García, Fernando Antoñanzas-Torres and F. Javier Martínez-de-Pisón-Ascacibar -- A Hybrid Classical Approach to a Fixed-Charged Transportation Problem / Camelia-M. Pintea, Corina Pop Sitar, Mara Hajdu-Macelaru and Pop Petrica -- Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints / Juan Carlos Figueroa-García and Germán Hernandez |
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Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques / Ramón Ferreiro García, José Luis Calvo Rolle and Francisco Javier Pérez Castelo -- Modeling an Operating System Based on Agents / Javier Palanca Cámara, Marti Navarro, Estefania Argente, Ana Garcia-Fornes and Vicente Julián -- An Empirical Comparison of Some Approximate Methods for Graph Coloring / Israel Rebollo-Ruiz and Manuel Graña -- A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems / Patryk Filipiak, Krzysztof Michalak and Piotr Lipinski -- Non-linear Data Stream Compression: Foundations and Theoretical Results / Alfredo Cuzzocrea and Hendrik Decker -- Reasoning with Qualitative Velocity: Towards a Hybrid Approach / J. Golińska-Pilarek and E. Muñoz-Velasco -- Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification / Lei Zhang, Lin Wang, Xujiewen Wang, Keke Liu and Ajith Abraham -- Improving Evolved Alphabet Using Tabu Set / Jan Platos and Pavel Kromer -- Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds / Mostafa A. Salama, Aboul Ella Hassanien, Jan Platos, Aly A. Fahmy and Vaclav Snasel -- A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control / José Luis Calvo-Rolle, Emilio Corchado, Héctor Quintian-Pardo, Ramón Ferreiro García and Jesús Ángel Román, et al. -- SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases / Harleen Kaur, Ritu Chauhan, Mohd. Afshar Alam, Syed Aljunid and Mohd. Salleh |
| Summary |
The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations |
| Analysis |
Computer science |
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Computer software |
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Information storage and retrieval systems |
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Artificial Intelligence (incl. Robotics) |
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Algorithm Analysis and Problem Complexity |
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Information Systems Applications (incl. Internet) |
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Computation by Abstract Devices |
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Information Storage and Retrieval |
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algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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informatiesystemen |
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information systems |
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internet |
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computational science |
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kunstmatige intelligentie |
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artificial intelligence |
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databasebeheer |
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database management |
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computerwetenschappen |
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computer sciences |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence -- Engineering applications -- Congresses
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Artificial intelligence -- Industrial applications -- Congresses
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Informatique.
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Artificial intelligence
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Artificial intelligence -- Engineering applications
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Artificial intelligence -- Industrial applications
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Corchado, Emilio
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| ISBN |
9783642289422 |
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3642289428 |
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364228941X |
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9783642289415 |
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