000 07718nam a22006615i 4500
001 978-3-319-13650-9
003 DE-He213
005 20240730172615.0
007 cr nn 008mamaa
008 141105s2014 sz | s |||| 0|eng d
020 _a9783319136509
_9978-3-319-13650-9
024 7 _a10.1007/978-3-319-13650-9
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aNature-Inspired Computation and Machine Learning
_h[electronic resource] :
_b13th Mexican International Conference on Artificial Intelligence, MICAI2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part II /
_cedited by Alexander Gelbukh, Félix Castro Espinoza, Sofía N. Galicia-Haro.
250 _a1st ed. 2014.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXXX, 522 p. 195 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8857
505 0 _aGenetic and Evolutionary Algorithms Performance Classification of Genetic Algorithms on Continuous Optimization Problems -- A Multi-objective Genetic Algorithm for the Software Project Scheduling Problem -- An Effective Method for MOGAs Initialization to Solve the Multi-Objective Next Release Problem -- Extension of the Method of Musical Composition for the Treatment of Multi-objective Optimization Problems -- k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting -- A Binary Differential Evolution with Adaptive Parameters Applied to the Multiple Knapsack Problem -- Neural Networks -- The Best Neural Network Architecture -- On the Connection Weight Space Structure of a Two-Neuron Discrete Neural Network: Bifurcations of the Fixed Point at the Origin -- Stability of Modular Recurrent Trainable Neural Networks -- Intelligent Control of Induction Motor Based Comparative Study: Analysis of Two Topologies -- Auto-Adaptive Neuro-Fuzzy Parameter Regulator for Motor Drive -- Machine Learning -- Voting Algorithms Model with a Support Sets System by Class -- A Meta Classifier by Clustering of Classifiers -- Multiple Kernel Support Vector Machine Problem Is NP-Complete -- Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines -- A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games -- Wind Power Forecasting Using Dynamic Bayesian Models -- Predictive Models Applied to Heavy Duty Equipment Management -- Customer Churn Prediction in Telecommunication Industry: With and without Counter-Example -- Machine Learning Applications to Audio and Text Audio-to-Audio Alignment for Performances Tracking -- Statistical Features Based Noise Type Identification -- Using Values of the Human Cochlea in the Macro and Micro Mechanical Model for Automatic Speech Recognition -- Identification of Vowel Sounds of the Choapan Variant of Zapotec Language -- An Open-Domain Cause-Effect Relation Detection from Paired Nominals -- An Alignment Comparator for Entity Resolution with Multi-valued Attributes -- Data Mining -- Data Mining for Discovering Patterns in Migration -- Horizontal Partititoning of Multimedia Databases Using Hierarchical Agglomerative Clustering -- Classification with Graph-Based Markov Chain -- Solving Binary Cutting Stock with Matheuristics -- Fuzzy Logic -- Nature-Inspired Optimization of Type-2 Fuzzy Systems -- Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition -- Low-Cost Fuzzy-Based Obstacle Avoidance Method for Autonomous Agents -- Fuzzy Controller for a Pneumatic Positioning Nonlinear System -- Yager-Rybalov Triple Π Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition -- Robotics, Planning, and Scheduling -- AI-Based Design of a Parallel Robot Used as a Laser Tracker System: Intelligent vs. Nonlinear Classical Controllers -- Simple Direct Propositional Encoding of Cooperative Path Finding Simplified Yet More -- Pendulum Position Based Fuzzy Regulator of the Furuta Pendulum - A Stable Closed-Loop System Design Approach -- A Fast Scheduling Algorithm for Detection and Localization of Hidden Objects Based on Data Gathering in Wireless Sensor Networks -- A Constraint-Based Planner for Mars Express Orbiter -- Biomedical Applications -- Glucose Oxidase Biosensor Modeling by Machine Learning Methods -- On the Breast Mass Diagnosis Using Bayesian Networks -- Predicting the Occurrence of Sepsis by In Silico Simulation -- Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson's Patients -- Agents That Help to Avoid Hyperthermia in Young Children Left in a Baby Seat Inside an Enclosed Car.
520 _aThe two-volume set LNAI 8856 and LNAI 8857 constitutes the proceedings of the 13th Mexican International Conference on Artificial Intelligence, MICAI 2014, held in Tuxtla, Mexico, in November 2014. The total of 87 papers plus 1 invited talk presented in these proceedings were carefully reviewed and selected from 348 submissions. The first volume deals with advances in human-inspired computing and its applications. It contains 44 papers structured into seven sections: natural language processing, natural language processing applications, opinion mining, sentiment analysis, and social network applications, computer vision, image processing, logic, reasoning, and multi-agent systems, and intelligent tutoring systems. The second volume deals with advances in nature-inspired computation and machine learning and contains also 44 papers structured into eight sections: genetic and evolutionary algorithms, neural networks, machine learning, machine learning applications to audio and text, data mining, fuzzy logic, robotics, planning, and scheduling, and biomedical applications.
650 0 _aArtificial intelligence.
_93407
650 0 _aImage processing
_xDigital techniques.
_94145
650 0 _aComputer vision.
_9104599
650 0 _aMedical informatics.
_94729
650 0 _aApplication software.
_9104602
650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aAlgorithms.
_93390
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aHealth Informatics.
_931799
650 2 4 _aComputer and Information Systems Applications.
_9104604
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aAlgorithms.
_93390
700 1 _aGelbukh, Alexander.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9104605
700 1 _aEspinoza, Félix Castro.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9104607
700 1 _aGalicia-Haro, Sofía N.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9104608
710 2 _aSpringerLink (Online service)
_9104612
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319136493
776 0 8 _iPrinted edition:
_z9783319136516
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8857
_9104613
856 4 0 _uhttps://doi.org/10.1007/978-3-319-13650-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c88425
_d88425