Advances in Artificial Intelligence and Soft Computing: 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings, Part I

Front Matter....Pages I-XXIX
Front Matter....Pages 1-1
Signs-Based vs. Symbolic Models....Pages 3-11
Front Matter....Pages 13-13
SynFinder: A System for Domain-Based Detection of Synonyms Using WordNet and the Web of Data....Pages 15-28
Ro-PAAS – A Resource Linked to the UAIC-Ro-Dep-Treebank....Pages 29-46
Word-Order Analysis Based Upon Treebank Data....Pages 47-58
Low-Level Features for Paraphrase Identification....Pages 59-71
Multilingual Unsupervised Dependency Parsing with Unsupervised POS Tags....Pages 72-82
Term Dependence Statistical Measures for Information Retrieval Tasks....Pages 83-94
The Role of n-grams in Firstborns Identification....Pages 95-106
Recognition of Paralinguistic Information in Spoken Dialogue Systems for Elderly People....Pages 107-117
Practical Measurements for Quality of Ontology Matching Applying to the OAEI Dataset....Pages 118-126
Automatic Phoneme Border Detection to Improve Speech Recognition....Pages 127-135
Front Matter....Pages 137-137
Description Logic Programs: A Paraconsistent Relational Model Approach....Pages 139-157
A Branch & Bound Algorithm to Derive a Direct Construction for Binary Covering Arrays....Pages 158-177
Lifelong Learning Selection Hyper-heuristics for Constraint Satisfaction Problems....Pages 178-189
A Parametric Polynomial Deterministic Algorithm for #2SAT....Pages 190-201
A Performative-Based Information Capacity Calculation Metric for MultiAgent Interaction Protocols....Pages 202-213
Front Matter....Pages 214-224
Bio-Inspired Optimization Algorithm Based on the Self-defense Mechanism in Plants....Pages 225-225
On the Use of Ant Colony Optimization for Video Games....Pages 227-237
A System for Political Districting in the State of Mexico....Pages 238-247
Front Matter....Pages 248-259
Particle Swarm Optimization Algorithm for Dynamic Environments....Pages 225-225
A Migrating Birds Optimization Algorithm for Machine-Part Cell Formation Problems....Pages 260-269
Solving Manufacturing Cell Design Problems Using an Artificial Fish Swarm Algorithm....Pages 270-281
Front Matter....Pages 282-290
A Simple Bio-Inspired Model for Synaptogenesis in Artificial Neural Networks....Pages 291-291
Control by Imitation Using a Maximum Sensibility Neural Network....Pages 293-305
Chaotic Cases in a Two-Neuron Discrete Neural Network....Pages 306-315
Dynamic Systems Identification and Control by Means of Complex-Valued Recurrent Neural Networks....Pages 316-326
Segmentation of Carbon Nanotube Images Through an Artificial Neural Network....Pages 327-337
Front Matter....Pages 338-350
Finding the Optimal Sample Based on Shannon’s Entropy and Genetic Algorithms....Pages 351-351
Geometric Differential Evolution in MOEA/D: A Preliminary Study....Pages 353-363
Energy Efficient Routing Based on NSGA-II for Context Parameters Aware Sensor Networks....Pages 364-376
On Analysis and Performance Improvement of Evolutionary Algorithms Based on its Complex Network Structure....Pages 377-388
Scheduling Projects by a Hybrid Evolutionary Algorithm with Self-Adaptive Processes....Pages 389-400
E-HIPS: An Extention of the Framework HIPS for Stagger of Distributed Process in Production Systems Based on Multiagent Systems and Memetic Algorithms....Pages 401-412
Front Matter....Pages 413-430
A New Bat Algorithm Augmentation Using Fuzzy Logic for Dynamical Parameter Adaptation....Pages 431-431
An Embedded Fuzzy Self-tuning PID Controller for a Temperature Control System of Peltier Cells....Pages 433-442
Fuzzy Chemical Reaction Algorithm....Pages 443-451
A Fuzzy Bee Colony Optimization Algorithm Using an Interval Type-2 Fuzzy Logic System for Trajectory Control of a Mobile Robot....Pages 452-459
Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators....Pages 460-471
Front Matter....Pages 472-483
Primary Clusters Selection Using Adaptive Algorithms....Pages 485-485
Front Matter....Pages 487-498
A Multi-agent Ensemble of Classifiers....Pages 485-485
A Classifier Ensemble Enriched with Unsupervised Learning....Pages 499-508
Mining Unstructured Data via Computational Intelligence....Pages 509-517
EFIM: A Highly Efficient Algorithm for High-Utility Itemset Mining....Pages 518-529
Improving Label Accuracy by Filtering Low-Quality Workers in Crowdsourcing....Pages 530-546
An Embedded Application System for Data Collection of Atmospheric Pollutants with a Classification Approach....Pages 547-559
Back Matter....Pages 560-571
....Pages 573-575