Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings

Front Matter....Pages I-XIX
Front Matter....Pages 1-1
Screening a Case Base for Stroke Disease Detection....Pages 3-13
Towards Automatic Composition of Multicomponent Predictive Systems....Pages 14-26
LiCord: Language Independent Content Word Finder....Pages 27-39
Mining Correlated High-Utility Itemsets Using the Bond Measure....Pages 40-52
An HMM-Based Multi-view Co-training Framework for Single-View Text Corpora....Pages 53-65
Does Sentiment Analysis Help in Bayesian Spam Filtering?....Pages 66-78
A Context-Aware Keyboard Generator for Smartphone Using Random Forest and Rule-Based System....Pages 79-90
Privacy Preserving Data Mining for Deliberative Consultations....Pages 91-101
Feature Selection Using Approximate Multivariate Markov Blankets....Pages 102-113
Student Performance Prediction Applying Missing Data Imputation in Electrical Engineering Studies Degree....Pages 114-125
Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset Selection....Pages 126-135
Front Matter....Pages 136-148
Rainfall Prediction: A Deep Learning Approach....Pages 149-149
Time Series Representation by a Novel Hybrid Segmentation Algorithm....Pages 151-162
A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting....Pages 163-173
Active Learning Classifier for Streaming Data....Pages 174-185
Front Matter....Pages 186-197
Application of Genetic Algorithms and Heuristic Techniques for the Identification and Classification of the Information Used by a Recipe Recommender....Pages 199-199
A New Visualization Tool in Many-Objective Optimization Problems....Pages 201-212
A Novel Adaptive Genetic Algorithm for Mobility Management in Cellular Networks....Pages 213-224
Bio-Inspired Algorithms and Preferences for Multi-objective Problems....Pages 225-237
Front Matter....Pages 238-249
Assessment of Multi-Objective Optimization Algorithms for Parametric Identification of a Li-Ion Battery Model....Pages 199-199
Comparing ACO Approaches in Epilepsy Seizures....Pages 250-260
Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach....Pages 261-272
A Hybrid Bio-inspired ELECTRE Approach for Decision Making in Purchasing Agricultural Equipment....Pages 273-282
Front Matter....Pages 283-295
Evaluating the Difficulty of Instances of the Travelling Salesman Problem in the Nearby of the Optimal Solution Based on Random Walk Exploration....Pages 297-297
A Nearest Hyperrectangle Monotonic Learning Method....Pages 299-310
Knowledge Modeling by ELM in RL for SRHT Problem....Pages 311-322
Can Metalearning Be Applied to Transfer on Heterogeneous Datasets?....Pages 323-331
Smart Sketchpad: Using Machine Learning to Provide Contextually Relevant Examples to Artists....Pages 332-343
An Analysis of the Hardness of Novel TSP Iberian Instances....Pages 344-352
A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets....Pages 353-364
A Sensory Control System for Adjusting Group Emotion Using Bayesian Networks and Reinforcement Learning....Pages 365-376
Front Matter....Pages 377-388
Identification of Plant Textures in Agricultural Images by Principal Component Analysis....Pages 389-389
Automatic Image-Based Method for Quantitative Analysis of Photosynthetic Cell Cultures....Pages 391-401
Fall Detection Using Body-Worn Accelerometer and Depth Maps Acquired by Active Camera....Pages 402-413
Classification of Melanoma Presence and Thickness Based on Computational Image Analysis....Pages 414-426
Front Matter....Pages 427-438
Solution to Data Imbalance Problem in Application Layer Anomaly Detection Systems....Pages 439-439
Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced Liver Transplantation Problem....Pages 441-450
A Fuzzy-Based Approach for the Multilevel Component Selection Problem....Pages 451-462
A Clustering-Based Method for Team Formation in Learning Environments....Pages 463-474
Front Matter....Pages 475-486
R Ultimate Multilabel Dataset Repository....Pages 439-439
On the Impact of Dataset Complexity and Sampling Strategy in Multilabel Classifiers Performance....Pages 487-499
Managing Monotonicity in Classification by a Pruned AdaBoost....Pages 500-511
Model Selection for Financial Distress Prediction by Aggregating TOPSIS and PROMETHEE Rankings....Pages 512-523
Combining k-Nearest Neighbor and Centroid Neighbor Classifier for Fast and Robust Classification....Pages 524-535
A First Study on the Use of Boosting for Class Noise Reparation....Pages 536-548
Ensemble of HOSVD Generated Tensor Subspace Classifiers with Optimal Tensor Flattening Directions....Pages 549-559
Front Matter....Pages 560-571
Evaluation of Decision Trees Algorithms for Position Reconstruction in Argon Dark Matter Experiment....Pages 573-573
A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation....Pages 575-587
Fisher Score-Based Feature Selection for Ordinal Classification: A Social Survey on Subjective Well-Being....Pages 588-596
A Soft Computing Approach to Optimize the Clarification Process in Wastewater Treatment....Pages 597-608
A Proposed Methodology for Setting the Finite Element Models Based on Healthy Human Intervertebral Lumbar Discs....Pages 609-620
Passivity Based Control of Cyber Physical Systems Under Zero-Dynamics Attack....Pages 621-633
The Multivariate Entropy Triangle and Applications....Pages 634-646
Motivational Engine with Sub-goal Identification in Neuroevolution Based Cognitive Robotics....Pages 647-658
Front Matter....Pages 659-670
TRIQ: A Comprehensive Evaluation Measure for Triclustering Algorithms....Pages 671-671
Biclustering of Gene Expression Data Based on SimUI Semantic Similarity Measure....Pages 673-684
Discovery of Genes Implied in Cancer by Genetic Algorithms and Association Rules....Pages 685-693
Extending Probabilistic Encoding for Discovering Biclusters in Gene Expression Data....Pages 694-705
Front Matter....Pages 706-717
A Hybrid Approach to Closeness in the Framework of Order of Magnitude Qualitative Reasoning....Pages 719-719
Front Matter....Pages 721-729
Hybrid Algorithm for Floor Detection Using GSM Signals in Indoor Localisation Task....Pages 719-719
Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm....Pages 730-741
Hybrid Intelligent Model for Fault Detection of a Lithium Iron Phosphate Power Cell Used in Electric Vehicles....Pages 742-750
Back Matter....Pages 751-762
....Pages 763-765