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

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Grigori Sidorov, Sofía N. Galicia-Haro
Springer, Nov 19, 2015 - Computers - 575 pages

The two volume set LNAI 9413 + LNAI 9414 constitutes the proceedings of the 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, held in Cuernavaca, Morelos, Mexico, in October 2015.

The total of 98 papers presented in these proceedings was carefully reviewed and selected from 297 submissions. They were organized in topical sections named: natural language processing; logic and multi-agent systems; bioinspired algorithms; neural networks; evolutionary algorithms; fuzzy logic; machine learning and data mining; natural language processing applications; educational applications; biomedical applications; image processing and computer vision; search and optimization; forecasting; and intelligent applications.

 

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Contents

SignsBased vs Symbolic Models
3
Natural Language Processing
12
A System for DomainBased Detection of Synonyms Using WordNet and the Web of Data
13
RoPAAS A Resource Linked to the UAICRoDepTreebank
29
WordOrder Analysis Based Upon Treebank Data
47
LowLevel Features for Paraphrase Identification
59
Multilingual Unsupervised Dependency Parsing with Unsupervised POS Tags
72
Term Dependence Statistical Measures for Information Retrieval Tasks
83
Control by Imitation Using a Maximum Sensibility Neural Network
306
Chaotic Cases in a TwoNeuron Discrete Neural Network
316
Dynamic Systems Identification and Control by Means of ComplexValued Recurrent Neural Networks
327
Segmentation of Carbon Nanotube Images Through an Artificial Neural Network
338
Evolutionary Algorithms
351
Finding the Optimal Sample Based on Shannons Entropy and Genetic Algorithms
353
A Preliminary Study
364
Energy Efficient Routing Based on NSGAII for Context Parameters Aware Sensor Networks
377

The Role of ngrams in Firstborns Identification
95
Recognition of Paralinguistic Information in Spoken Dialogue Systems for Elderly People
107
Practical Measurements for Quality of Ontology Matching Applying to the OAEI Dataset
118
Automatic Phoneme Border Detection to Improve Speech Recognition
127
Logic and Multiagent Systems
136
A Paraconsistent Relational Model Approach
137
A Branch Bound Algorithm to Derive a Direct Construction for Binary Covering Arrays
158
On the Model Checking of the Graded calculus on Trees
178
Lifelong Learning Selection Hyperheuristics for Constraint Satisfaction Problems
190
A Parametric Polynomial Deterministic Algorithm for 2SAT
202
A PerformativeBased Information Capacity Calculation Metric for MultiAgent Interaction Protocols
214
Bioinspired Algorithms
225
BioInspired Optimization Algorithm Based on the Selfdefense Mechanism in Plants
227
On the Use of Ant Colony Optimization for Video Games
238
A System for Political Districting in the State of Mexico
248
Particle Swarm Optimization Algorithm for Dynamic Environments
260
A Migrating Birds Optimization Algorithm for MachinePart Cell Formation Problems
270
Solving Manufacturing Cell Design Problems Using an Artificial Fish Swarm Algorithm
282
Neural Networks
291
A Simple BioInspired Model for Synaptogenesis in Artificial Neural Networks
292
On Analysis and Performance Improvement of Evolutionary Algorithms Based on its Complex Network Structure
389
Scheduling Projects by a Hybrid Evolutionary Algorithm with SelfAdaptive Processes
401
An Extention of the Framework HIPS for Stagger of Distributed Process in Production Systems Based on Multiagent Systems and Memetic Algorithms
413
Fuzzy Logic
431
A New Bat Algorithm Augmentation Using Fuzzy Logic for Dynamical Parameter Adaptation
432
An Embedded Fuzzy Selftuning PID Controller for a Temperature Control System of Peltier Cells
443
Fuzzy Chemical Reaction Algorithm
452
A Fuzzy Bee Colony Optimization Algorithm Using an Interval Type2 Fuzzy Logic System for Trajectory Control of a Mobile Robot
460
Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators
472
Machine Learning and Data Mining
484
Primary Clusters Selection Using Adaptive Algorithms
485
A Multiagent Ensemble of Classifiers
499
A Classifier Ensemble Enriched with Unsupervised Learning
509
Mining Unstructured Data via Computational Intelligence
518
A Highly Efficient Algorithm for HighUtility Itemset Mining
530
Improving Label Accuracy by Filtering LowQuality Workers in Crowdsourcing
547
An Embedded Application System for Data Collection of Atmospheric Pollutants with a Classification Approach
560
Author Index
572
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