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9. HAIS 2014: Salamanca, Spain
- Marios M. Polycarpou, André Carlos Ponce de Leon Ferreira de Carvalho
, Jeng-Shyang Pan, Michal Wozniak, Héctor Quintián, Emilio Corchado:
Hybrid Artificial Intelligence Systems - 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014. Proceedings. Lecture Notes in Computer Science 8480, Springer 2014, ISBN 978-3-319-07616-4
HAIS Applications
- Alexandre Savio, Darya Chyzhyk, Manuel Graña:
Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI. 1-12 - Petrica C. Pop
A Variable Neighborhood Search Approach for Solving the Generalized Vehicle Routing Problem. 13-24 - David Griol, José Manuel Molina:
A Framework to Develop Adaptive Multimodal Dialog Systems for Android-Based Mobile Devices. 25-36 - Oliver Kramer, Nils André Treiber, Michael Sonnenschein:
Wind Power Ramp Event Prediction with Support Vector Machines. 37-48 - Nuno Luz
An Ontology for Human-Machine Computation Workflow Specification. 49-60 - Jerzy Martyna:
A Fuzzy Reinforcement Learning Approach to QoS Provisioning Transmission in Cognitive Radio Networks. 61-73 - Manuel Cruz-Ramírez
Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index. 74-85 - Dragan Simic
An Approach of Steel Plates Fault Diagnosis in Multiple Classes Decision Making. 86-97 - Jaime Andres Rincon, Emilia Garcia
Developing Adaptive Agents Situated in Intelligent Virtual Environments. 98-109
Data Mining and Knowledge Discovery
- Francisco Charte, Antonio Jesús Rivera Rivas
Concurrence among Imbalanced Labels and Its Influence on Multilabel Resampling Algorithms. 110-121 - Miguel Cárdenas-Montes
Depth-Based Outlier Detection Algorithm. 122-132 - Andreas Meier, Mark Gonter, Rudolf Kruse:
Symbolic Regression for Precrash Accident Severity Prediction. 133-144 - Jan Caha
Constraint and Preference Modelling for Spatial Decision Making with Use of Possibility Theory. 145-155 - Patrick G. Clark, Jerzy W. Grzymala-Busse:
Mining Incomplete Data with Attribute-Concept Values and "Do Not Care" Conditions. 156-167 - Lukasz Augustyniak
An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification. 168-178 - Alfredo Cuzzocrea
Scalable Uncertainty-Tolerant Business Rules. 179-190 - Rimah Amami, Dorra Ben Ayed Mezghanni, Noureddine Ellouze:
Incorporating Belief Function in SVM for Phoneme Recognition. 191-199
Video and Image Analysis
- Rafael Martín, José M. Martínez:
Evaluation of Bounding Box Level Fusion of Single Target Video Object Trackers. 200-210 - Rafal Doroz
A Hybrid System of Signature Recognition Using Video and Similarity Measures. 211-220 - M. Angélica Pinninghoff, Macarena Valenzuela, Ricardo Contreras Arriagada, Marco Mora:
Automatic Lane Correction in DGGE Images by Using Hybrid Genetic Algorithms. 221-232 - Jonathan Cadeñanes, María Angélica González Arrieta
Augmented Reality: An Observational Study Considering the MuCy Model to Develop Communication Skills on Deaf Children. 233-240 - Miguel A. Vázquez, Francisco J. Cuevas:
A 3D Facial Recognition System Using Structured Light Projection. 241-253 - Pedro Luis Galdámez, María Angélica González Arrieta
Ear Recognition with Neural Networks Based on Fisher and Surf Algorithms. 254-265 - Ion Marqués, Manuel Graña:
Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing. 266-273 - Bartosz Krawczyk, Pawel Ksieniewicz
Hyperspectral Image Analysis Based on Color Channels and Ensemble Classifier. 274-284
Bio-inspired Models and Evolutionary Computation
- Víctor Berrocal-Plaza, Miguel A. Vega-Rodríguez
Non-dominated Sorting and a Novel Formulation in the Reporting Cells Planning. 285-295 - Jorge García-Gutiérrez
Improving the k-Nearest Neighbour Rule by an Evolutionary Voting Approach. 296-305 - Roman Senkerik
Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions. 306-317 - M. Pérez-Ortiz
Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm. 318-329 - José Otero, M. Rosario Suárez, Luciano Sánchez
Mutual Information-Based Feature Selection in Fuzzy Databases Applied to Searching for the Best Code Metrics in Automatic Grading. 330-341 - Piotr Lipinski:
Optimizing Objective Functions with Non-Linearly Correlated Variables Using Evolution Strategies with Kernel-Based Dimensionality Reduction. 342-353 - Bruno Fernandez, Juan Monroy
Visual Behavior Definition for 3D Crowd Animation through Neuro-evolution. 354-364 - William Raveane, María Angélica González Arrieta
Hybrid System for Mobile Image Recognition through Convolutional Neural Networks and Discrete Graphical Models. 365-376
Learning Algorithms
- Piotr Porwik
Self-adaptive Biometric Classifier Working on the Reduced Dataset. 377-388 - André Pimenta, Davide Carneiro
Analysis of Human Performance as a Measure of Mental Fatigue. 389-401 - Enrique García Merino, Enrique García Sánchez, Jose Elias García Sánchez, Ángel Martín del Rey:
CA-Based Model for Hantavirus Disease between Host Rodents. 402-414 - Anang Hudaya Muhamad Amin
DHGN Network with Mode-Based Receptive Fields for 2-Dimensional Binary Pattern Recognition. 415-426 - Gonzalo A. Aranda-Corral
Extending Qualitative Spatial Theories with Emergent Spatial Concepts - An Automated Reasoning Approach. 427-438 - Alfredo Cuzzocrea
Theory-Inspired Optimizations for Privacy Preserving Distributed OLAP Algorithms. 439-453 - M. Pérez-Ortiz
Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered Probability Estimates. 454-465 - Domenico Cantone
A Relational Dual Tableau Decision Procedure for Multimodal and Description Logics. 466-477
Hybrid Intelligent Systems for Data Mining and Applications
- Ladislav Zjavka:
Daily Power Load Forecasting Using the Differential Polynomial Neural Network. 478-489 - Miguel Cárdenas-Montes
Metaheuristics for Modelling Low-Resolution Galaxy Spectral Energy Distribution. 490-501 - Juan J. Ruiz-Aguilar
Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume. 502-514 - Alper Gün, Pinar Karagoz
A Hybrid Approach for Credibility Detection in Twitter. 515-526 - Ji-Chun Quan, Sung-Bae Cho:
A Hybrid Recommender System Based on AHP That Awares Contexts with Bayesian Networks for Smart TV. 527-536 - Fábio A. Procópio de Paiva, José Alfredo F. Costa
An Ontology-Based Recommender System Architecture for Semantic Searches in Vehicles Sales Portals. 537-548 - María Luz Alonso Álvarez, Silvia González
Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode. 549-560 - Luis Alfonso Fernández-Serantes, Raúl Estrada Vázquez, José Luís Casteleiro-Roca
Hybrid Intelligent Model to Predict the SOC of a LFP Power Cell Type. 561-572
Classification and Cluster Analysis
- Piotr Andruszkiewicz
Hierarchical Combining of Classifiers in Privacy Preserving Data Mining. 573-584 - Juan A. Pedraza, Carlos García-Martínez
Classification Rule Mining with Iterated Greedy. 585-596 - José A. Sáez
Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes. 597-606 - Rosa F. Ropero, Pedro Aguilera Aguilera
Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography. 607-617 - Davi Pereira dos Santos, André Carlos Ponce de Leon Ferreira de Carvalho
Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search. 618-629 - M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez
CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners. 630-641 - Kaya Kuru
A Novel Hybrid Clustering Approach for Unsupervised Grouping of Similar Objects. 642-653 - Leandro Antonio Pasa
Fusion of Kohonen Maps Ranked by Cluster Validity Indexes. 654-665 - Abir Smiti, Zied Elouedi:
Maintaining Case Based Reasoning Systems Based on Soft Competence Model. 666-677 - Bartosz Krawczyk, Michal Wozniak
Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation. 678-688 - Carlos Javier Mantas, Joaquín Abellán:
Credal Decision Trees to Classify Noisy Data Sets. 689-696 - Luis Martí
YASA: Yet Another Time Series Segmentation Algorithm for Anomaly Detection in Big Data Problems. 697-708
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