دانلود کتاب Nature-Inspired Computation and Machine Learning: 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part II

فهرست مطالب :

Front Matter....Pages -
Performance Classification of Genetic Algorithms on Continuous Optimization Problems....Pages 1-12
A Multi-objective Genetic Algorithm for the Software Project Scheduling Problem....Pages 13-24
An Effective Method for MOGAs Initialization to Solve the Multi-Objective Next Release Problem....Pages 25-37
Extension of the Method of Musical Composition for the Treatment of Multi-objective Optimization Problems....Pages 38-49
k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting....Pages 50-60
A Binary Differential Evolution with Adaptive Parameters Applied to the Multiple Knapsack Problem....Pages 61-71
The Best Neural Network Architecture....Pages 72-84
On the Connection Weight Space Structure of a Two-Neuron Discrete Neural Network: Bifurcations of the Fixed Point at the Origin....Pages 85-94
Stability of Modular Recurrent Trainable Neural Networks....Pages 95-104
Intelligent Control of Induction Motor Based Comparative Study: Analysis of Two Topologies....Pages 105-115
Auto-Adaptive Neuro-Fuzzy Parameter Regulator for Motor Drive....Pages 116-127
Voting Algorithms Model with a Support Sets System by Class....Pages 128-139
A Meta Classifier by Clustering of Classifiers....Pages 140-151
Multiple Kernel Support Vector Machine Problem Is NP-Complete....Pages 152-159
Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines....Pages 160-171
A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games....Pages 172-183
Wind Power Forecasting Using Dynamic Bayesian Models....Pages 184-197
Predictive Models Applied to Heavy Duty Equipment Management....Pages 198-205
Customer Churn Prediction in Telecommunication Industry: With and without Counter-Example....Pages 206-218
Audio-to-Audio Alignment for Performances Tracking....Pages 219-230
Statistical Features Based Noise Type Identification....Pages 231-241
Using Values of the Human Cochlea in the Macro and Micro Mechanical Model for Automatic Speech Recognition....Pages 242-251
Identification of Vowel Sounds of the Choapan Variant of Zapotec Language....Pages 252-262
An Open-Domain Cause-Effect Relation Detection from Paired Nominals....Pages 263-271
An Alignment Comparator for Entity Resolution with Multi-valued Attributes....Pages 272-284
Data Mining for Discovering Patterns in Migration....Pages 285-295
Horizontal Partitioning of Multimedia Databases Using Hierarchical Agglomerative Clustering....Pages 296-309
Classification with Graph-Based Markov Chain....Pages 310-318
Solving Binary Cutting Stock with Matheuristics....Pages 319-330
Nature-Inspired Optimization of Type-2 Fuzzy Systems....Pages 331-344
Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition....Pages 345-356
Low-Cost Fuzzy-Based Obstacle Avoidance Method for Autonomous Agents....Pages 357-369
Fuzzy Controller for a Pneumatic Positioning Nonlinear System....Pages 370-381
Yager–Rybalov Triple Π Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition....Pages 382-391
AI-Based Design of a Parallel Robot Used as a Laser Tracker System: Intelligent vs. Nonlinear Classical Controllers....Pages 392-409
Simple Direct Propositional Encoding of Cooperative Path Finding Simplified Yet More....Pages 410-425
Pendulum Position Based Fuzzy Regulator of the Furuta Pendulum – A Stable Closed-Loop System Design Approach....Pages 426-435
A Fast Scheduling Algorithm for Detection and Localization of Hidden Objects Based on Data Gathering in Wireless Sensor Networks....Pages 436-450
A Constraint-Based Planner for Mars Express Orbiter....Pages 451-463
Glucose Oxidase Biosensor Modeling by Machine Learning Methods....Pages 464-473
On the Breast Mass Diagnosis Using Bayesian Networks....Pages 474-485
Predicting the Occurrence of Sepsis by In Silico Simulation....Pages 486-498
Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson’s Patients....Pages 499-509
Agents That Help to Avoid Hyperthermia in Young Children Left in a Baby Seat Inside an Enclosed Car....Pages 510-517
Back Matter....Pages -