| Description |
1 online resource (xx, 691 pages) : illustrations |
| Series |
Lecture notes in computer science, Lecture notes in artificial intelligence, 0302-9743 ; 8073 |
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Lecture notes in computer science ; 8073.
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Lecture notes in computer science. Lecture notes in artificial intelligence
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| Contents |
Agents and Multi Agents Systems. An Agent Based Implementation of Proactive S-Metaheuristics / Mailyn Moreno, Alejandro Rosete, Juán Pavón -- An Ontological and Agent-Oriented Modeling Approach for the Specification of Intelligent Ambient Assisted Living Systems for Parkinson Patients / Iván García-Magariño, Jorge J. Gómez-Sanz -- Integration of Self-organization and Cooperation Mechanisms to Enhance Service Discovery / Elena del Val, Miguel Rebollo, Vicente Botti -- Agent Participation in Context-Aware Workflows / José M. Fernández-de-Alba, Rubén Fuentes-Fernández, Juán Pavón -- PHAT: Physical Human Activity Tester / Pablo Campillo-Sanchez, Jorge J. Gómez-Sanz, Juan A. Botía |
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HAIS Applications. Support Vector Forecasting of Solar Radiation Values / Yvonne Gala [and others] -- A Hybrid Fuzzy Approach to Facility Location Decision-Making / Dragan Simić, Vasa Svirčević, Svetlana Simić -- Clinical Careflows Aided by Uncertainty Representation Models / Tiago Oliveira [and others] -- A Hybrid Approach for the Verification of Integrity Constraints in Clinical Practice Guidelines / Marco Iannaccone, Massimo Esposito, Giuseppe De Pietro -- Hippocampus Localization Guided by Coherent Point Drift Registration Using Assembled Point Set / Anusha Achuthan [and others] |
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Classification and Cluster Analysis. Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques / Eduardo de la Hoz [and others] -- Classification Method for Differential Diagnosis Based on the Course of Episode of Care / Adrian Popiel [and others] -- Movie Recommendation Framework Using Associative Classification and a Domain Ontology / María N. Moreno [and others] -- Construction of Sequential Classifier Based on Broken Stick Model / Robert Burduk, Pawel Trajdos -- Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization / Rodrigo Cilla [and others] |
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Data Mining and Knowledge Discovery. A First Approach to Deal with Imbalance in Multi-label Datasets / Francisco Charte [and others] -- Simulating a Collective Intelligence Approach to Student Team Formation / Juan M. Alberola [and others] -- A Counting-Based Heuristic for ILP-Based Concept Discovery Systems / Alev Mutlu, Pınar Karagoz, Yusuf Kavurucu -- Extracting Sequential Patterns Based on User Defined Criteria / Oznur Kirmemis Alkan, Pınar Karagoz -- Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis / Eren Esgin, Pınar Karagoz -- Qualitative Reasoning on Complex Systems from Observations / Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán-Páez -- Reference Data Sets for Spam Detection: Creation, Analysis, Propagation / Marcin Luckner, Robert Filasiak -- Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns / André Pimenta [and others] |
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On Mining Sensitive Rules to Identify Privacy Threats / Irene Díaz, Luis J. Rodríguez-Mũniz, Luigi Troiano -- An Evidential and Context-Aware Recommendation Strategy to Enhance Interactions with Smart Spaces / Josué Iglesias, Ana M. Bernardos, José R. Casar -- Information Fusion for Context Awareness in Intelligent Environments / Fábio Silva, Cesar Analide, Paulo Novais -- Simply-Integrated Method of Judgments of Expert Knowledge Collected in Databases for Objective Computer-Aided Engineering Systems / Piotr Michalski, Mariusz Piotr Hetmańczyk, Jerzy Świder -- A Hybrid Inference Approach for Building Fuzzy DSSs Based on Clinical Guidelines / Aniello Minutolo, Massimo Esposito, Giuseppe De Pietro -- Hybrid Visualization for Deep Insight into Knowledge Retention in Firms / Lourdes Sáiz [and others] |
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Video and Image Analysis. Fall Detection Using Kinect Sensor and Fall Energy Image / Bogdan Kwolek, Michal Kepski -- Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data / Humberto Sossa, Elizabeth Guevara -- Diversity Measures for Majority Voting in the Spatial Domain / Andras Hajdu [and others] -- How Do You Help a Robot to Find a Place? A Supervised Learning Paradigm to Semantically Infer about Places / Ioannis Kostavelis, Angelos Amanatiadis, Antonios Gasteratos -- Study of the Pre-processing Impact in a Facial Recognition System / Guillermo Calvo, Bruno Baruque, Emilio Corchado |
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Bio-inspired Models and Evolutionary Computation. Using ABC Algorithm with Shrinkage Estimator to Identify Biomarkers of Ovarian Cancer from Mass Spectrometry Analysis / Syarifah Adilah Mohamed Yusoff, Rosni Abdullah, Ibrahim Venkat -- Metaoptimization of Differential Evolution by Using Productions of Low-Number of Cycles: The Fitting of Rotation Curves of Spiral Galaxies as Case Study / Miguel Cárdenas-Montes, Miguel Á. Vega-Rodríguez, Mercedes Mollá -- The Artificial Bee Colony Algorithm Applied to a Self-adaptive Grid Resources Selection Model / María Botón-Fernández, Miguel Á. Vega-Rodríguez, Francisco Prieto Castrillo -- A Hybrid Algorithm Combining an Evolutionary Algorithm and a Simulated Annealing Algorithm to Solve a Collaborative Learning Team Building Problem / Virginia Yannibelli, Analía Amandi -- Addressing Constrained Sampling Optimization Problems Using Evolutionary Algorithms / Pilar Caamaño, Gervasio Varela, Richard J. Duro |
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Genetic Algorithm-Based Allocation and Scheduling for Voltage and Frequency Scalable XMOS Chips / Zorana Banković, Pedro López-García -- Second Order Swarm Intelligence / Vitorino Ramos, David M.S. Rodrigues, Jorge Louçã -- Learning Algorithms. Hybrid Approach Using Rough Sets and Fuzzy Logic to Pattern Recognition Task / Andrzej Zolnierek, Marcin Majak -- MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping / Piotr Szymański, Tomasz Kajdanowicz -- Intelligent System for Channel Prediction in the MIMO-OFDM Wireless Communications Using a Multidimensional Recurrent LS-SVM / Jerzy Martyna -- Template-Based Synthesis of Plan Execution Monitors / Thomas Reinbacher, César Guzmán-Alvarez -- Distributed Privacy-Preserving Minimal Distance Classification / Bartosz Krawczyk, Michał Woźniak |
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Systems, MAN, and CYBERNETICS. Borderline Kernel Based Over-Sampling / María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez -- Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features / Darya Chyzhyk, Manuel Graña -- Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge / Borja Ayerdi, Josu Maiora, Manuel Graña -- Evolutionary Ordinal Extreme Learning Machine / Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, Cesar Hervás-Martínez -- Arm Orthosis/Prosthesis Control Based on Surface EMG Signal Extraction / Aaron Suberbiola [and others] -- Application Possibilities of Hardware Implemented Hybrid Neural Networks to Support Independent Life of Elderly People / Stefan Oniga, Petrica Pop-Sitar -- Multi-agent Reactive Planning for Solving Plan Failures / César Guzmán-Alvarez [and others] -- A Discussion on Trust Requirements for a Social Network of Eahoukers / Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni |
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Hybrid Intelligent Systems for Data Mining and Applications. Querying on Fuzzy Surfaces with Vague Queries / Jan Caha, Jiří Dvorský -- Best Fuzzy Partitions to Build Interpretable DSSs for Classification in Medicine / Marco Pota, Massimo Esposito, Giuseppe De Pietro -- An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets / José A. Sáez [and others] -- A Sensitivity Analysis for Quality Measures of Quantitative Association Rules / María Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso -- Building a Robust Extreme Learning Machine for Classification in the Presence of Outliers / Ana Luiza B.P. Barros, Guilherme A. Barreto |
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Handling Inconsistencies in the Revision of Probability Distributions / Fabian Schmidt [and others] -- Creating Knowledge Base from Automatically Extracted Information / Beata Nachyła -- A HMM-Based Location Prediction Framework with Location Recognizer Combining k-Nearest Neighbor and Multiple Decision Trees / Yong-Joong Kim, Sung-Bae Cho -- Noisy Data Set Identification / Luís Paulo F. Garćia, André C.P.L.F. de Carvalho, Ana C. Lorena -- Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems / Jelena Fiosina, Maksims Fiosins |
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Metaheuristics for Combinatorial Optimization and Modelling Complex Systems. A Hybrid Genetic Algorithm with Variable Neighborhood Search Approach to the Number Partitioning Problem / Levente Fuksz, Petrica C. Pop -- Human Activity Recognition and Feature Selection for Stroke Early Diagnosis / José Ramón Villar [and others] -- Using a Hybrid Cellular Automata Topology and Neighborhood in Rule Discovery / Anca Andreica, Camelia Chira -- An Extension of the FURIA Classification Algorithm to Low Quality Data / Ana Maria Palacios, Luciano Sanchez, Ines Couso |
| Summary |
This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topical sessions on Agents and Multi Agents Systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning Algorithms; Systems, MAN, and CYBERNETICS; Hybrid Intelligent Systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex Systems |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed September 30, 2013) |
| 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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Industries.
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Industry
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Software
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Artificial Intellegence
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software.
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Industries
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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 |
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 |
Pan, Jeng-Shyang, editor
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Polycarpou, Marios, editor
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Woźniak, Michał (Computer scientist), editor.
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Carvalho, André Carlos Ponce de Leon Ferreira, editor
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Quintián, Héctor, editor
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Corchado, Emilio, editor
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| ISBN |
9783642408465 |
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364240846X |
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3642408451 |
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9783642408458 |
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