LEADER 06272nam 22008295 450 001 9910483832603321 005 20200705102836.0 010 $a3-319-24465-5 024 7 $a10.1007/978-3-319-24465-5 035 $a(CKB)4340000000001127 035 $a(SSID)ssj0001584808 035 $a(PQKBManifestationID)16265134 035 $a(PQKBTitleCode)TC0001584808 035 $a(PQKBWorkID)14864223 035 $a(PQKB)10798459 035 $a(DE-He213)978-3-319-24465-5 035 $a(MiAaPQ)EBC5587753 035 $a(Au-PeEL)EBL5587753 035 $a(OCoLC)932169341 035 $a(PPN)190528605 035 $a(EXLCZ)994340000000001127 100 $a20151012d2015 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aAdvances in Intelligent Data Analysis XIV $e14th International Symposium, IDA 2015, Saint Etienne. France, October 22 -24, 2015. Proceedings /$fedited by Elisa Fromont, Tijl De Bie, Matthijs van Leeuwen 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (XXIX, 346 p. 95 illus. in color.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v9385 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-319-24464-7 327 $aData analytics and optimization for assessing a ride sharing system -- Constraint-Based Querying for Bayesian Network Exploration -- Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data -- Segregation Discovery in a Social Network of Companies -- A first+-order-logic based model for grounded language learning -- A parallel distributed processing algorithm for image feature extraction -- Modeling concept drift: A probabilistic graphical model based approach -- Diversity-driven Widening of Hierarchical Agglomerative Clustering -- Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering -- Time Series Classification with Representation Ensembles -- Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study -- On Binary Reduction of Large-scale Multiclass Classification Problems -- Probabilistic Active Learning in Data Streams -- Implicitly Constrained Semi-Supervised Least Squares Classification -- Diagonal Co-clustering Algorithm for Document-Word Partitioning -- I-Louvain: an attributed graph clustering method -- Class-based outlier detection: staying zombies or awaiting for resurrection? -- Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels -- Using entropy as a measure of acceptance for multi-label classification -- Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps -- Exploratory topic modeling with distributional semantics -- Assigning Geo-Relevance of Sentiments Mined from Location-Based Social Media Posts -- Continuous and Discrete Deep Classifiers for Data Integration -- A Bayesian Approach for Identifying Multivariate Differences Between Groups -- Automatically Discovering Offensive Patterns in Soccer Match Data -- Fast Algorithm Selection using Learning Curves -- Optimally Weighted Cluster Kriging for Big Data Regression -- Slower can be faster: The iRetis incremental model tree learner -- VoQs: A Web Application for Visualization of Questionnaire Surveys. 330 $aThis book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 in Saint Étienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The symposium aims to provide a forum for inspiring research contributions that might be considered preliminary in other leading conferences and journals, but that have a potentially dramatic impact. To facilitate this, IDA 2015 will feature two tracks: a regular "Proceedings" track, as well as a "Horizon" track for early-stage research of potentially ground-breaking nature. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v9385 606 $aPattern recognition 606 $aOptical data processing 606 $aArtificial intelligence 606 $aDatabase management 606 $aAlgorithms 606 $aApplication software 606 $aPattern Recognition$3https://scigraph.springernature.com/ontologies/product-market-codes/I2203X 606 $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 615 0$aPattern recognition. 615 0$aOptical data processing. 615 0$aArtificial intelligence. 615 0$aDatabase management. 615 0$aAlgorithms. 615 0$aApplication software. 615 14$aPattern Recognition. 615 24$aImage Processing and Computer Vision. 615 24$aArtificial Intelligence. 615 24$aDatabase Management. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aInformation Systems Applications (incl. Internet). 676 $a006.4 702 $aFromont$b Elisa$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDe Bie$b Tijl$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $avan Leeuwen$b Matthijs$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483832603321 996 $aAdvances in Intelligent Data Analysis XIV$92831172 997 $aUNINA