Hybrid Artificial Intelligent Systems: 12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings

Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
Word Embedding Based Event Detection on Social Media....Pages 3-14
Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User Reviews?....Pages 15-25
Sentiment Classification from Multi-class Imbalanced Twitter Data Using Binarization....Pages 26-37
An Ontology for Generalized Disease Incidence Detection on Twitter....Pages 38-51
Hybrid Methodology Based on Bayesian Optimization and GA-PARSIMONY for Searching Parsimony Models by Combining Hyperparameter Optimization and Feature Selection....Pages 52-62
Concept Discovery in Graph Databases....Pages 63-74
Leveraging Distributed Representations of Elements in Triples for Predicate Linking....Pages 75-87
A Review of Distributed Data Models for Learning....Pages 88-97
Front Matter....Pages 99-99
Incorporating More Scaled Differences to Differential Evolution....Pages 101-112
Topological Evolution of Financial Network: A Genetic Algorithmic Approach....Pages 113-124
Optimization of Joint Sales Potential Using Genetic Algorithm....Pages 125-136
Evolutionary Multi-objective Scheduling for Anti-Spam Filtering Throughput Optimization....Pages 137-148
A Hybrid Diploid Genetic Based Algorithm for Solving the Generalized Traveling Salesman Problem....Pages 149-160
A Novel Hybrid Nature-Inspired Scheme for Solving a Financial Optimization Problem....Pages 161-172
Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO....Pages 173-182
PSO with Partial Population Restart Based on Complex Network Analysis....Pages 183-192
Front Matter....Pages 193-193
Kernel Density-Based Pattern Classification in Blind Fasteners Installation....Pages 195-206
Training Set Fuzzification Towards Prediction Improvement....Pages 207-219
On the Impact of Imbalanced Data in Convolutional Neural Networks Performance....Pages 220-232
Effectiveness of Basic and Advanced Sampling Strategies on the Classification of Imbalanced Data. A Comparative Study Using Classical and Novel Metrics....Pages 233-245
Front Matter....Pages 193-193
A Perceptron Classifier, Its Correctness Proof and a Probabilistic Interpretation....Pages 246-255
Parallel Implementation of a Simplified Semi-physical Wildland Fire Spread Model Using OpenMP....Pages 256-267
A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost....Pages 268-280
rNPBST: An R Package Covering Non-parametric and Bayesian Statistical Tests....Pages 281-292
Solve Classification Tasks with Probabilities. Statistically-Modeled Outputs....Pages 293-305
Radial-Based Approach to Imbalanced Data Oversampling....Pages 306-317
Simulation of a Directional Process by Means of an Anisotropic Buffer Operator....Pages 318-327
Visual Clustering Approach for Docking Results from Vina and AutoDock....Pages 331-341
Establishing a Cooperation Between RadViz and SOM to Improve the Analyst Visual Experience....Pages 342-353
Quantification and Visualization of a Heritage Conservation in a Quito Neighbourhood (Ecuador)....Pages 354-366
An Enhanced Hierarchical Traitor Tracing Scheme Based on Clustering Algorithms....Pages 367-378
Generation of Reducts Based on Nearest Neighbor Relations and Boolean Reasoning....Pages 379-390
Extraction of Outliers from Imbalanced Sets....Pages 391-401
Front Matter....Pages 402-412
Context-Aware Data Mining: Embedding External Data Sources in a Machine Learning Process....Pages 413-413
Single and Blended Models for Day-Ahead Photovoltaic Power Forecasting....Pages 415-426
Integration of Case Based Reasoning in Multi-agent System for the Real-Time Container Stacking in Seaport Terminals....Pages 427-434
Experimental Evaluation of Straight Line Programs for Hydrological Modelling with Exogenous Variables....Pages 435-446
Integration of Immune Features into a Belief-Desire-Intention Model for Multi-agent Control of Public Transportation Systems....Pages 447-458
A Multi-Agent System to Improve Mobile Robot Localization....Pages 459-470
Front Matter....Pages 471-482
Spanish Road Fork Traffic Analysis and Modelling....Pages 413-413
Application of the Systems Dynamics Approach to Model Inventive Problems....Pages 483-493
A Soft Computing Approach to Optimize the Production of Biodiesel....Pages 494-506
Market Trends and Customer Segmentation for Data of Electronic Retail Store....Pages 507-518
Smart Drivers’ Guidance System Based on IoT Technologies for Smart Cities Application....Pages 519-530
Machine Learning of Optimal Low-Thrust Transfers Between Near-Earth Objects....Pages 531-542
Neuronal Electrical Behavior Modeling of Solar Panels....Pages 543-553
A Proposal to Enhance Human-Machine Interaction by Means of Multi-agent Conversational Interfaces....Pages 554-564
Finding Communities in Recommendation Systems by Multi-agent Spatial Dynamics....Pages 565-576
Ensemble Trend Classification in the Foreign Exchange Market Using Class Variable Fitting....Pages 577-587
A Personality-Based Recommender System for Semantic Searches in Vehicles Sales Portals....Pages 588-599
Front Matter....Pages 600-612
A Hybrid System of Deep Learning and Learning Classifier System for Database Intrusion Detection....Pages 613-613
Evolutionary Computing for the Sustainable Management of Educative Institutions....Pages 615-625
NCRIO: A Normative Holonic Metamodel for Multi-agent Systems....Pages 626-637
Forecasting Satellite Trajectories by Interpolating Hybrid Orbit Propagators....Pages 638-649
Detecting Potential Design Weaknesses in SHADE Through Network Feature Analysis....Pages 650-661
Multiobjective Reliability-Based Design Optimization Formulations Solved Combining NSGA-II and First Order Reliability Method....Pages 662-673
Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction....Pages 674-685
Adjust the Thermo-Mechanical Properties of Finite Element Models Welded Joints Based on Soft Computing Techniques....Pages 686-698
A Hybrid Approach to Detecting the Best Solution in Nurse Scheduling Problem....Pages 699-709
Back Matter....Pages 710-721
....Pages 723-725