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001 978-3-540-78297-1
003 DE-He213
005 20161121230547.0
007 cr nn 008mamaa
008 100301s2008 gw | s |||| 0|eng d
020 _a9783540782971
_9978-3-540-78297-1
024 7 _a10.1007/978-3-540-78297-1
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aAdvances of Computational Intelligence in Industrial Systems
_h[electronic resource] /
_cedited by Ying Liu, Aixin Sun, Han Tong Loh, Wen Feng Lu, Ee-Peng Lim.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2008.
300 _aXVIII, 376 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v116
505 0 _aParticle Swarm Optimization and Differential Evolution Algorithms: Technical Analysis, Applications and Hybridization Perspectives -- Web Services, Policies, and Context: Concepts and Solutions -- Data Mining with Privacy Preserving in Industrial Systems -- Kernels for Text Analysis -- Discovering Time-Constrained Patterns from Long Sequences -- Gauging Image and Video Quality in Industrial Applications -- Model Construction for Knowledge-Intensive Engineering Tasks -- Artificial Intelligence Applied to the Modeling and Implementation of a Virtual Medical Office -- DICOM-Based Multidisciplinary Platform for Clinical Decision Support: Needs and Direction -- Improving Neural Network Promoter Prediction by Exploiting the Lengths of Coding and Non-Coding Sequences -- Artificial Immune Systems for Self-Nonself Discrimination: Application to Anomaly Detection -- Computational Intelligence Applied to the Automatic Monitoring of Dressing Operations in an Industrial CNC Machine -- Automated Novelty Detection in Industrial Systems -- Multiway Principal Component Analysis (MPCA) for Upstream/Downstream Classification of Voltage Sags Gathered in Distribution Substations -- Applications of Neural Networks to Dynamical System Identification and Adaptive Control -- A Multi-Objective Multi-Colony Ant Algorithm for Solving the Berth Allocation Problem -- Query Rewriting for Semantic Multimedia Data Retrieval.
520 _aComputational Intelligence (CI) has emerged as a rapid growing field over the past decade. Its various techniques have been recognized as powerful tools for intelligent information processing, decision making and knowledge management. Advances of Computational Intelligence in Industrial Systems reports the exploration of CI frontiers with an emphasis on a broad spectrum of real-world applications. Section I – Theory and Foundation presents some of the latest developments in CI, e.g. particle swarm optimization, Web services, data mining with privacy protection, kernel methods for text analysis, etc. Section II – Industrial Application covers the CI applications in a wide variety of domains, e.g. clinical decision support, process monitoring for industrial CNC machine, novelty detection for jet engines, ant algorithm for berth allocation, etc. Such a collection of chapters has presented the state-of-the-art of CI applications in industry and will be an essential resource for professionals and researchers who wish to learn and spot the opportunities in applying CI techniques to their particular problems.
650 0 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aApplied mathematics.
650 0 _aEngineering mathematics.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
700 1 _aLiu, Ying.
_eeditor.
700 1 _aSun, Aixin.
_eeditor.
700 1 _aLoh, Han Tong.
_eeditor.
700 1 _aLu, Wen Feng.
_eeditor.
700 1 _aLim, Ee-Peng.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540782964
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v116
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-540-78297-1
912 _aZDB-2-ENG
950 _aEngineering (Springer-11647)
999 _c500584
_d500584