Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings

Front Matter....Pages -
An Agent Based Implementation of Proactive S-Metaheuristics....Pages 1-10
An Ontological and Agent-Oriented Modeling Approach for the Specification of Intelligent Ambient Assisted Living Systems for Parkinson Patients....Pages 11-20
Integration of Self-organization and Cooperation Mechanisms to Enhance Service Discovery....Pages 21-30
Agent Participation in Context-Aware Workflows....Pages 31-40
PHAT: Physical Human Activity Tester....Pages 41-50
Support Vector Forecasting of Solar Radiation Values....Pages 51-60
A Hybrid Fuzzy Approach to Facility Location Decision-Making....Pages 61-70
Clinical Careflows Aided by Uncertainty Representation Models....Pages 71-80
A Hybrid Approach for the Verification of Integrity Constraints in Clinical Practice Guidelines....Pages 81-91
Hippocampus Localization Guided by Coherent Point Drift Registration Using Assembled Point Set....Pages 92-102
Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques....Pages 103-111
Classification Method for Differential Diagnosis Based on the Course of Episode of Care....Pages 112-121
Movie Recommendation Framework Using Associative Classification and a Domain Ontology....Pages 122-131
Construction of Sequential Classifier Based on Broken Stick Model....Pages 132-139
Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization....Pages 140-149
A First Approach to Deal with Imbalance in Multi-label Datasets....Pages 150-160
Simulating a Collective Intelligence Approach to Student Team Formation....Pages 161-170
A Counting-Based Heuristic for ILP-Based Concept Discovery Systems....Pages 171-180
Extracting Sequential Patterns Based on User Defined Criteria....Pages 181-190
Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis....Pages 191-201
Qualitative Reasoning on Complex Systems from Observations....Pages 202-211
Reference Data Sets for Spam Detection: Creation, Analysis, Propagation....Pages 212-221
Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns....Pages 222-231
On Mining Sensitive Rules to Identify Privacy Threats....Pages 232-241
An Evidential and Context-Aware Recommendation Strategy to Enhance Interactions with Smart Spaces....Pages 242-251
Information Fusion for Context Awareness in Intelligent Environments....Pages 252-261
Simply-Integrated Method of Judgments of Expert Knowledge Collected in Databases for Objective Computer-Aided Engineering Systems....Pages 262-268
A Hybrid Inference Approach for Building Fuzzy DSSs Based on Clinical Guidelines....Pages 269-279
Hybrid Visualization for Deep Insight into Knowledge Retention in Firms....Pages 280-293
Fall Detection Using Kinect Sensor and Fall Energy Image....Pages 294-303
Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data....Pages 304-313
Diversity Measures for Majority Voting in the Spatial Domain....Pages 314-323
How Do You Help a Robot to Find a Place? A Supervised Learning Paradigm to Semantically Infer about Places....Pages 324-333
Study of the Pre-processing Impact in a Facial Recognition System....Pages 334-344
Using ABC Algorithm with Shrinkage Estimator to Identify Biomarkers of Ovarian Cancer from Mass Spectrometry Analysis....Pages 345-355
Metaoptimization of Differential Evolution by Using Productions of Low-Number of Cycles: The Fitting of Rotation Curves of Spiral Galaxies as Case Study....Pages 356-365
The Artificial Bee Colony Algorithm Applied to a Self-adaptive Grid Resources Selection Model....Pages 366-375
A Hybrid Algorithm Combining an Evolutionary Algorithm and a Simulated Annealing Algorithm to Solve a Collaborative Learning Team Building Problem....Pages 376-389
Addressing Constrained Sampling Optimization Problems Using Evolutionary Algorithms....Pages 390-400
Genetic Algorithm-Based Allocation and Scheduling for Voltage and Frequency Scalable XMOS Chips....Pages 401-410
Second Order Swarm Intelligence....Pages 411-420
Hybrid Approach Using Rough Sets and Fuzzy Logic to Pattern Recognition Task....Pages 421-430
MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping....Pages 431-440
Intelligent System for Channel Prediction in the MIMO-OFDM Wireless Communications Using a Multidimensional Recurrent LS-SVM....Pages 441-450
Template-Based Synthesis of Plan Execution Monitors....Pages 451-461
Distributed Privacy-Preserving Minimal Distance Classification....Pages 462-471
Borderline Kernel Based Over-Sampling....Pages 472-481
Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features....Pages 482-490
Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge....Pages 491-499
Evolutionary Ordinal Extreme Learning Machine....Pages 500-509
Arm Orthosis/Prosthesis Control Based on Surface EMG Signal Extraction....Pages 510-519
Application Possibilities of Hardware Implemented Hybrid Neural Networks to Support Independent Life of Elderly People....Pages 520-529
Multi-agent Reactive Planning for Solving Plan Failures....Pages 530-539
A Discussion on Trust Requirements for a Social Network of Eahoukers....Pages 540-547
Querying on Fuzzy Surfaces with Vague Queries....Pages 548-557
Best Fuzzy Partitions to Build Interpretable DSSs for Classification in Medicine....Pages 558-567
An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets....Pages 568-577
A Sensitivity Analysis for Quality Measures of Quantitative Association Rules....Pages 578-587
Building a Robust Extreme Learning Machine for Classification in the Presence of Outliers....Pages 588-597
Handling Inconsistencies in the Revision of Probability Distributions....Pages 598-607
Creating Knowledge Base from Automatically Extracted Information....Pages 608-617
A HMM-Based Location Prediction Framework with Location Recognizer Combining k -Nearest Neighbor and Multiple Decision Trees....Pages 618-628
Noisy Data Set Identification....Pages 629-638
Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems....Pages 639-648
A Hybrid Genetic Algorithm with Variable Neighborhood Search Approach to the Number Partitioning Problem....Pages 649-658
Human Activity Recognition and Feature Selection for Stroke Early Diagnosis....Pages 659-668
Using a Hybrid Cellular Automata Topology and Neighborhood in Rule Discovery....Pages 669-678
An Extension of the FURIA Classification Algorithm to Low Quality Data....Pages 679-688
Back Matter....Pages -