LEADER 05236nam 22008055 450 001 9910337582003321 005 20200701122216.0 010 $a3-030-13463-6 024 7 $a10.1007/978-3-030-13463-1 035 $a(CKB)4100000007598326 035 $a(DE-He213)978-3-030-13463-1 035 $a(MiAaPQ)EBC5924129 035 $a(PPN)235004081 035 $a(EXLCZ)994100000007598326 100 $a20190206d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aECML PKDD 2018 Workshops $eMIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings /$fedited by Carlos Alzate, Anna Monreale, Livio Bioglio, Valerio Bitetta, Ilaria Bordino, Guido Caldarelli, Andrea Ferretti, Riccardo Guidotti, Francesco Gullo, Stefano Pascolutti, Ruggero G. Pensa, Celine Robardet, Tiziano Squartini 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (X, 173 p. 70 illus., 50 illus. in color.) 225 1 $aLecture Notes in Artificial Intelligence ;$v11054 311 $a3-030-13462-8 327 $aA Multivariate and Multi-step ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting -- Calibrating the Mean-reversion Parameter in the Hull-White Model Using NeuralNetworks -- Deep Factor Model?Explaining Deep Learning Decisions for Forecasting Stock Returns with Layer-wise Relevance Propagation -- A Comparison of Neural Network Methods for Accurate Sentiment Analysis of Stock Market Tweets -- A Progressive Resampling Algorithm for Finding Very Sparse Investment Portfolios -- ICIE 1.0: A Novel Tool for Interactive Contextual Interaction Explanations -- Testing for Self-excitation in Financial Events: A Bayesian Approach -- A Web Crawling Environment to Support Financial Strategies and Trend Correlation -- A differential privacy workflow for inference of parameters in the Rasch model -- Privacy Preserving Client/Vertical-Servers Classification -- Privacy Risk for Individual Basket Patterns -- Exploring Students Eating Habits through Individual Profiling and Clustering Analysis. 330 $aThis book constitutes revised selected papers from two workshops held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018, namely: MIDAS 2018 ? Third Workshop on Mining Data for Financial Applications and PAP 2018 ? Second International Workshop on Personal Analytics and Privacy. The 12 papers presented in this volume were carefully reviewed and selected from a total of 17 submissions. . 410 0$aLecture Notes in Artificial Intelligence ;$v11054 606 $aArtificial intelligence 606 $aData mining 606 $aComputer security 606 $aComputers and civilization 606 $aE-commerce 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 $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060 606 $aComputers and Society$3https://scigraph.springernature.com/ontologies/product-market-codes/I24040 606 $ae-Commerce/e-business$3https://scigraph.springernature.com/ontologies/product-market-codes/I26000 615 0$aArtificial intelligence. 615 0$aData mining. 615 0$aComputer security. 615 0$aComputers and civilization. 615 0$aE-commerce. 615 14$aArtificial Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aSystems and Data Security. 615 24$aComputers and Society. 615 24$ae-Commerce/e-business. 676 $a006.3 702 $aAlzate$b Carlos$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMonreale$b Anna$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBioglio$b Livio$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBitetta$b Valerio$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBordino$b Ilaria$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCaldarelli$b Guido$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFerretti$b Andrea$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGuidotti$b Riccardo$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGullo$b Francesco$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPascolutti$b Stefano$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPensa$b Ruggero G$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aRobardet$b Celine$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSquartini$b Tiziano$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910337582003321 996 $aECML PKDD 2018 Workshops$92496350 997 $aUNINA