Hybrid Artificial Intelligence Systems 2013 (original) (raw)

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8. HAIS 2013: Salamanca, Spain

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  • 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

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    Jeng-Shyang Pan, Marios M. Polycarpou, Michal Wozniak, André C. P. L. F. de Carvalho, Héctor Quintián-Pardo, Emilio Corchado:
    Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings. Lecture Notes in Computer Science 8073, Springer 2013, ISBN 978-3-642-40845-8

Agents and Multi Agents Systems

HAIS Applications

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    Yvonne Gala, Ángela Fernández, Julia Díaz García, José R. Dorronsoro:
    Support Vector Forecasting of Solar Radiation Values. 51-60
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    Dragan Simic, Vasa Svircevic, Svetlana Simic:
    A Hybrid Fuzzy Approach to Facility Location Decision-Making. 61-70
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    Tiago Oliveira, João Neves, Ernesto Barbosa, Paulo Novais:
    Clinical Careflows Aided by Uncertainty Representation Models. 71-80
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    Marco Iannaccone, Massimo Esposito, Giuseppe De Pietro:
    A Hybrid Approach for the Verification of Integrity Constraints in Clinical Practice Guidelines. 81-91
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    Anusha Achuthan, Mandava Rajeswari, Win Mar @ Salmah Jalaluddin:
    Hippocampus Localization Guided by Coherent Point Drift Registration Using Assembled Point Set. 92-102

Classification and Cluster Analysis

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    Eduardo de la Hoz Correa, Andrés Ortiz, Julio Ortega Lopera, Emiro de la Hoz Franco:
    Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques. 103-111
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    Adrian Popiel, Tomasz Kajdanowicz, Przemyslaw Kazienko, Jean Karl Soler, Derek Corrigan, Vasa Curcin, Roxana Dánger Mercaderes, Brendan Delaney:
    Classification Method for Differential Diagnosis Based on the Course of Episode of Care. 112-121
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    María N. Moreno García, Saddys Segrera, Vivian F. López Batista, María Dolores Muñoz Vicente, Ángel Luis Sánchez:
    Movie Recommendation Framework Using Associative Classification and a Domain Ontology. 122-131
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    Robert Burduk, Pawel Trajdos:
    Construction of Sequential Classifier Based on Broken Stick Model. 132-139
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    Rodrigo Cilla, Miguel A. Patricio, Antonio Berlanga, José M. Molina:
    Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization. 140-149

Data Mining and Knowledge Discovery

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    Francisco Charte, Antonio Jesús Rivera Rivas, María José del Jesus, Francisco Herrera:
    A First Approach to Deal with Imbalance in Multi-label Datasets. 150-160
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    Juan M. Alberola, Elena del Val Noguera, Víctor Sánchez-Anguix, Vicente Julián:
    Simulating a Collective Intelligence Approach to Student Team Formation. 161-170
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    Alev Mutlu, Pinar Karagoz, Yusuf Kavurucu:
    A Counting-Based Heuristic for ILP-Based Concept Discovery Systems. 171-180
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    Oznur Kirmemis Alkan, Pinar Karagoz:
    Extracting Sequential Patterns Based on User Defined Criteria. 181-190
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    Eren Esgin, Pinar Karagoz:
    Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis. 191-201
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    Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Juan Galán-Páez:
    Qualitative Reasoning on Complex Systems from Observations. 202-211
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    Marcin Luckner, Robert Filasiak:
    Reference Data Sets for Spam Detection: Creation, Analysis, Propagation. 212-221
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    André Pimenta, Davide Carneiro, Paulo Novais, José Neves:
    Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns. 222-231
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    Irene Díaz, Luis J. Rodríguez-Muñiz, Luigi Troiano:
    On Mining Sensitive Rules to Identify Privacy Threats. 232-241
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    Josué Iglesias, Ana M. Bernardos, José R. Casar:
    An Evidential and Context-Aware Recommendation Strategy to Enhance Interactions with Smart Spaces. 242-251
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    Fábio Silva, Cesar Analide, Paulo Novais:
    Information Fusion for Context Awareness in Intelligent Environments. 252-261
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    Piotr Michalski, Mariusz Piotr Hetmanczyk, Jerzy Swider:
    Simply-Integrated Method of Judgments of Expert Knowledge Collected in Databases for Objective Computer-Aided Engineering Systems. 262-268
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    Aniello Minutolo, Massimo Esposito, Giuseppe De Pietro:
    A Hybrid Inference Approach for Building Fuzzy DSSs Based on Clinical Guidelines. 269-279
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    Lourdes Cecilia Sáiz Bárcena, Miguel Ángel Manzanedo, Arturo Pérez, Álvaro Herrero, Emilio Corchado:
    Hybrid Visualization for Deep Insight into Knowledge Retention in Firms. 280-293

Video and Image Analysis

Bio-inspired Models and Evolutionary Computation

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    Syarifah Adilah Mohamed Yusoff, Rosni Abdullah, Ibrahim Venkat:
    Using ABC Algorithm with Shrinkage Estimator to Identify Biomarkers of Ovarian Cancer from Mass Spectrometry Analysis. 345-355
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    Miguel Cárdenas-Montes, Miguel Ángel Vega Rodríguez, Mercedes Mollá:
    Metaoptimization of Differential Evolution by Using Productions of Low-Number of Cycles: The Fitting of Rotation Curves of Spiral Galaxies as Case Study. 356-365
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    María Botón-Fernández, Miguel Ángel Vega Rodríguez, Francisco Prieto Castrillo:
    The Artificial Bee Colony Algorithm Applied to a Self-adaptive Grid Resources Selection Model. 366-375
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    Virginia Yannibelli, Analía Amandi:
    A Hybrid Algorithm Combining an Evolutionary Algorithm and a Simulated Annealing Algorithm to Solve a Collaborative Learning Team Building Problem. 376-389
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    Pilar Caamaño, Gervasio Varela, Richard J. Duro:
    Addressing Constrained Sampling Optimization Problems Using Evolutionary Algorithms. 390-400
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    Zorana Bankovic, Pedro López-García:
    Genetic Algorithm-Based Allocation and Scheduling for Voltage and Frequency Scalable XMOS Chips. 401-410
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    Vitorino Ramos, David M. S. Rodrigues, Jorge Louçã:
    Second Order Swarm Intelligence. 411-420

Learning Algorithms

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    Andrzej Zolnierek, Marcin Majak:
    Hybrid Approach Using Rough Sets and Fuzzy Logic to Pattern Recognition Task. 421-430
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    Piotr Szymanski, Tomasz Kajdanowicz:
    MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping. 431-440
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    Jerzy Martyna:
    Intelligent System for Channel Prediction in the MIMO-OFDM Wireless Communications Using a Multidimensional Recurrent LS-SVM. 441-450
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    Thomas Reinbacher, César Guzmán-Alvarez:
    Template-Based Synthesis of Plan Execution Monitors. 451-461
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    Bartosz Krawczyk, Michal Wozniak:
    Distributed Privacy-Preserving Minimal Distance Classification. 462-471

Systems, MAN, and CYBERNETICS

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    María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez:
    Borderline Kernel Based Over-Sampling. 472-481
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    Darya Chyzhyk, Manuel Graña:
    Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features. 482-490
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    Borja Ayerdi, Josu Maiora, Manuel Graña:
    Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge. 491-499
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    Javier Sánchez-Monedero, Pedro Antonio Gutiérrez, César Hervás-Martínez:
    Evolutionary Ordinal Extreme Learning Machine. 500-509
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    Aaron Suberbiola, Ekaitz Zulueta, José Manuel López-Guede, Ismael Etxeberria Agiriano, Bren Van Caesbroeck:
    Arm Orthosis/Prosthesis Control Based on Surface EMG Signal Extraction. 510-519
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    Stefan Oniga, Petrica Pop Sitar:
    Application Possibilities of Hardware Implemented Hybrid Neural Networks to Support Independent Life of Elderly People. 520-529
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    César Guzmán-Alvarez, Pablo Castejón, Eva Onaindia, Jeremy Frank:
    Multi-agent Reactive Planning for Solving Plan Failures. 530-539
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    Manuel Graña, J. David Nuñez-Gonzalez, Bruno Apolloni:
    A Discussion on Trust Requirements for a Social Network of Eahoukers. 540-547

Hybrid Intelligent Systems for Data Mining and Applications

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    Jan Caha, Jiri Dvorský:
    Querying on Fuzzy Surfaces with Vague Queries. 548-557
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    Marco Pota, Massimo Esposito, Giuseppe De Pietro:
    Best Fuzzy Partitions to Build Interpretable DSSs for Classification in Medicine. 558-567
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    José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera:
    An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets. 568-577
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    María Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme:
    ra A Sensitivity Analysis for Quality Measures of Quantitative Association Rules. 578-587
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    Ana Luiza Bessa de Paula Barros, Guilherme A. Barreto:
    Building a Robust Extreme Learning Machine for Classification in the Presence of Outliers. 588-597
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    Fabian Schmidt, Jan Wendler, Jörg Gebhardt, Rudolf Kruse:
    Handling Inconsistencies in the Revision of Probability Distributions. 598-607
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    Beata Nachyla:
    Creating Knowledge Base from Automatically Extracted Information. 608-617
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    Yong-Joong Kim, Sung-Bae Cho:
    A HMM-Based Location Prediction Framework with Location Recognizer Combining k-Nearest Neighbor and Multiple Decision Trees. 618-628
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    Luís Paulo F. Garcia, André C. P. L. F. de Carvalho, Ana Carolina Lorena:
    Noisy Data Set Identification. 629-638
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    Jelena Fiosina, Maksims Fiosins:
    Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems. 639-648

Metaheuristics for Combinatorial Optimization and Modelling Complex Systems

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