LEADER 05347nam 22007815 450 001 996465567003316 005 20200630121251.0 010 $a3-319-67274-6 024 7 $a10.1007/978-3-319-67274-8 035 $a(CKB)4100000000881929 035 $a(DE-He213)978-3-319-67274-8 035 $a(MiAaPQ)EBC6299206 035 $a(MiAaPQ)EBC5579609 035 $a(Au-PeEL)EBL5579609 035 $a(OCoLC)1005921017 035 $a(PPN)220121052 035 $a(EXLCZ)994100000000881929 100 $a20171006d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTrends and Applications in Knowledge Discovery and Data Mining$b[electronic resource] $ePAKDD 2017 Workshops, MLSDA, BDM, DM-BPM Jeju, South Korea, May 23, 2017, Revised Selected Papers /$fedited by U Kang, Ee-Peng Lim, Jeffrey Xu Yu, Yang-Sae Moon 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XIV, 203 p. 80 illus.) 225 1 $aLecture Notes in Artificial Intelligence ;$v10526 311 $a3-319-67273-8 327 $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. 330 $aThis book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2017, held in conjunction with PAKDD, the 21st Pacific-Asia Conference on Knowledge Discovery and Data Mining in May 2017 in Jeju, South Korea. The 17 revised papers presented were carefully reviewed and selected from 38 submissions. The workshops affiliated with PAKDD 2017 include: Workshop on Machine Learning for Sensory Data Analysis (MLSDA), Workshop on Biologically Inspired Data Mining Techniques (BDM), Pacific Asia Workshop on Intelligence and Security Informatics (PAISI), and Workshop on Data Mining in Business Process Management (DM-BPM). 410 0$aLecture Notes in Artificial Intelligence ;$v10526 606 $aArtificial intelligence 606 $aData mining 606 $aHealth informatics 606 $aInformation storage and retrieval 606 $aApplication software 606 $aComputers 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aComputation by Abstract Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/I16013 615 0$aArtificial intelligence. 615 0$aData mining. 615 0$aHealth informatics. 615 0$aInformation storage and retrieval. 615 0$aApplication software. 615 0$aComputers. 615 14$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aHealth Informatics. 615 24$aInformation Storage and Retrieval. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aComputation by Abstract Devices. 676 $a004 702 $aKang$b U$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLim$b Ee-Peng$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYu$b Jeffrey Xu$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMoon$b Yang-Sae$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465567003316 996 $aTrends and Applications in Knowledge Discovery and Data Mining$91905063 997 $aUNISA