Nature-Inspired Computation and Machine Learning (Record no. 88425)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 07718nam 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 | 20240730172615.0 |
| 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 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Cham : |
| Name of producer, publisher, distributor, manufacturer | Springer International Publishing : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XXX, 522 p. 195 illus. |
| Other physical details | online resource. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number | 2945-9141 ; |
| Volume/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 entry element | Artificial intelligence. |
| 9 (RLIN) | 3407 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Image processing |
| General subdivision | Digital techniques. |
| 9 (RLIN) | 4145 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer vision. |
| 9 (RLIN) | 104599 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Medical informatics. |
| 9 (RLIN) | 4729 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Application software. |
| 9 (RLIN) | 104602 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Information storage and retrieval systems. |
| 9 (RLIN) | 22213 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms. |
| 9 (RLIN) | 3390 |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence. |
| 9 (RLIN) | 3407 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 9 (RLIN) | 31569 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Health Informatics. |
| 9 (RLIN) | 31799 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer and Information Systems Applications. |
| 9 (RLIN) | 104604 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Information Storage and Retrieval. |
| 9 (RLIN) | 23927 |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms. |
| 9 (RLIN) | 3390 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gelbukh, Alexander. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 104605 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Espinoza, Félix Castro. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 104607 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Galicia-Haro, Sofía N. |
| Relator term | editor. |
| Relationship | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 9 (RLIN) | 104608 |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 9 (RLIN) | 104612 |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783319136493 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Printed edition: |
| International Standard Book Number | 9783319136516 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number | 2945-9141 ; |
| Volume/sequential designation | 8857 |
| 9 (RLIN) | 104613 |
| 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> |
| 912 ## - | |
| -- | ZDB-2-SCS |
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| -- | ZDB-2-SXCS |
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| -- | ZDB-2-LNC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-Lecture Notes in CS |
No items available.