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 IThe 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
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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 |
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Advances in Artificial Intelligence and Soft Computing: 14th Mexican ... Grigori Sidorov,Sofía N. Galicia-Haro No preview available - 2015 |
Common terms and phrases
agent annotated applied approach bat algorithm behavior binary binomial coefficients calculated classes classifiers clustering Comput corpus covering arrays crowdsourced database dataset defined dependency description logic dynamic EFIM ensemble evaluation evolutionary algorithm formula function fuzzy logic genetic algorithm graph Heidelberg heuristic hyper-heuristic IEEE images input instances Instituto Instituto Politécnico Nacional International Publishing Switzerland itemset iterations label language linguistic LNAI matrix metaheuristic method metric Mexico MICAI MOEA/D n-grams nanotube neural network neuron node obtained ontologies ontology matching output parameters part-of-speech tags particle swarm Particle Swarm Optimization performance PID controller population proposed protocol Publishing Switzerland 2015 RCVNN S.N. Galicia-Haro Eds samples scheduling segmentation selected semantic Sidorov and S.N. Simulated Annealing simulation solution Springer International Publishing structure subset SynFinder synonyms syntactic Table tree Treebank Universidad variables vector verb WordNet words workers
Bibliographic information
| Title | 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 Volume 9413 of Lecture Notes in Computer Science Lecture Notes in Artificial Intelligence |
| Editors | Grigori Sidorov, Sofía N. Galicia-Haro |
| Edition | illustrated |
| Publisher | Springer, 2015 |
| ISBN | 3319270605, 9783319270609 |
| Length | 575 pages |
| Subjects | › › Computers / Artificial Intelligence / Computer Vision & Pattern Recognition Computers / Artificial Intelligence / General Computers / Information Technology Computers / Programming / Algorithms Computers / Social Aspects Computers / System Administration / Storage & Retrieval Medical / General |
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