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001 | 978-3-319-67274-8 | ||
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007 | cr nn 008mamaa | ||
008 | 171006s2017 sz | s |||| 0|eng d | ||
020 |
_a9783319672748 _9978-3-319-67274-8 |
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024 | 7 |
_a10.1007/978-3-319-67274-8 _2doi |
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050 | 4 | _aQ334-342 | |
050 | 4 | _aTA347.A78 | |
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_aTrends and Applications in Knowledge Discovery and Data Mining _h[electronic resource] : _bPAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers / _cedited by U Kang, Ee-Peng Lim, Jeffrey Xu Yu, Yang-Sae Moon. |
250 | _a1st ed. 2017. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2017. |
|
300 |
_aXIV, 203 p. 80 illus. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v10526 |
|
505 | 0 | _aEarly Classification of Multivariate Time Series on Distributed and In-Memory Platforms -- Behavior Classification of Dairy Cows fitted with GPS collars -- Dynamic Real-time Segmentation and Recongnition of Activities using a Multi-feature Windowing Approach -- Feature Extraction from EEG data for a P300 Based Brain-computer Interface -- Thermal Stratification Prediction at Lake Trevallyn -- Development of a Software Vulnerability Prediction Web Service based on Artificial Neural Networks -- Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining -- Improved CFDP Algorithms Based on Shared Nearest Neighbors and Transitive Closure -- CNN-based Sequence Labeling for Fine-grained Opinion Mining of Microblogs -- A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles -- Self-Adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems -- Estimating Word Probabilities with Neural Networks in Latent Dirichlet Allocation -- GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem -- Shelf Time Analysis in CTP Insurance Claims Processing -- Automated Product-Attribute Mapping -- A Novel Extreme Learning Machine-based Classification Algorithm for Uncertain Data -- SPGLAD: A Self-Paced Learning-based Crowdsourcing Classification Model. | |
520 | _aThis book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2017, held in conjunction with PAKDD, the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining in May 2017 in Jeju, South Korea. The 17 revised papers presented were carefully reviewed and selected from 38 submissions. The workshops affiliated with PAKDD 2017 include: Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Workshop on Biologically Inspired Data Mining Techniques (BDM), Pacific Asia Workshop on Intelligence and Security Informatics (PAISI), and Workshop on Data Mining in Business Process Management (DM-BPM). | ||
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aData mining. _93907 |
|
650 | 0 |
_aMedical informatics. _94729 |
|
650 | 0 |
_aInformation storage and retrieval systems. _922213 |
|
650 | 0 |
_aApplication software. _9118196 |
|
650 | 0 |
_aComputer science. _99832 |
|
650 | 1 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aData Mining and Knowledge Discovery. _9118197 |
650 | 2 | 4 |
_aHealth Informatics. _931799 |
650 | 2 | 4 |
_aInformation Storage and Retrieval. _923927 |
650 | 2 | 4 |
_aComputer and Information Systems Applications. _9118198 |
650 | 2 | 4 |
_aTheory of Computation. _9118199 |
700 | 1 |
_aKang, U. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9118200 |
|
700 | 1 |
_aLim, Ee-Peng. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9118201 |
|
700 | 1 |
_aYu, Jeffrey Xu. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9118202 |
|
700 | 1 |
_aMoon, Yang-Sae. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9118203 |
|
710 | 2 |
_aSpringerLink (Online service) _9118204 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319672731 |
776 | 0 | 8 |
_iPrinted edition: _z9783319672755 |
830 | 0 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v10526 _9118205 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-67274-8 |
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