Nature-Inspired Computation and Machine Learning (Record no. 175974)

MARC details
000 -LEADER
fixed length control field 07603nam a22006615i 4500
001 - CONTROL NUMBER
control field 978-3-319-13650-9
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240423125245.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 141105s2014 sz | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319136509
-- 978-3-319-13650-9
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-319-13650-9
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q334-342
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number TA347.A78
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM004000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQ
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 23
245 10 - TITLE STATEMENT
Title Nature-Inspired Computation and Machine Learning
Medium [electronic resource] :
Remainder of title 13th Mexican International Conference on Artificial Intelligence, MICAI2014, Tuxtla Gutiérrez, Mexico, November 16-22, 2014. Proceedings, Part II /
Statement of responsibility, etc edited by Alexander Gelbukh, Félix Castro Espinoza, Sofía N. Galicia-Haro.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2014.
264 #1 -
-- Cham :
-- Springer International Publishing :
-- Imprint: Springer,
-- 2014.
300 ## - PHYSICAL DESCRIPTION
Extent XXX, 522 p. 195 illus.
Other physical details online resource.
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-- computer
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490 1# - SERIES STATEMENT
Series statement Lecture Notes in Artificial Intelligence,
International Standard Serial Number 2945-9141 ;
Volume number/sequential designation 8857
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Genetic 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 ## - SUMMARY, ETC.
Summary, etc The 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 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Image processing
General subdivision Digital techniques.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer vision.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Medical informatics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Application software.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information storage and retrieval systems.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Imaging, Vision, Pattern Recognition and Graphics.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Health Informatics.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer and Information Systems Applications.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Information Storage and Retrieval.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Gelbukh, Alexander.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Espinoza, Félix Castro.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Galicia-Haro, Sofía N.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783319136493
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783319136516
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Artificial Intelligence,
-- 2945-9141 ;
Volume number/sequential designation 8857
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-319-13650-9">https://doi.org/10.1007/978-3-319-13650-9</a>
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Koha item type eBooks-CSE-Springer

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