05236nam 22008055 450 991033758200332120200701122216.03-030-13463-610.1007/978-3-030-13463-1(CKB)4100000007598326(DE-He213)978-3-030-13463-1(MiAaPQ)EBC5924129(PPN)235004081(EXLCZ)99410000000759832620190206d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierECML PKDD 2018 Workshops MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings /edited 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 Squartini1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (X, 173 p. 70 illus., 50 illus. in color.) Lecture Notes in Artificial Intelligence ;110543-030-13462-8 A 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.This 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. .Lecture Notes in Artificial Intelligence ;11054Artificial intelligenceData miningComputer securityComputers and civilizationE-commerceArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Systems and Data Securityhttps://scigraph.springernature.com/ontologies/product-market-codes/I28060Computers and Societyhttps://scigraph.springernature.com/ontologies/product-market-codes/I24040e-Commerce/e-businesshttps://scigraph.springernature.com/ontologies/product-market-codes/I26000Artificial intelligence.Data mining.Computer security.Computers and civilization.E-commerce.Artificial Intelligence.Data Mining and Knowledge Discovery.Systems and Data Security.Computers and Society.e-Commerce/e-business.006.3Alzate Carlosedthttp://id.loc.gov/vocabulary/relators/edtMonreale Annaedthttp://id.loc.gov/vocabulary/relators/edtBioglio Livioedthttp://id.loc.gov/vocabulary/relators/edtBitetta Valerioedthttp://id.loc.gov/vocabulary/relators/edtBordino Ilariaedthttp://id.loc.gov/vocabulary/relators/edtCaldarelli Guidoedthttp://id.loc.gov/vocabulary/relators/edtFerretti Andreaedthttp://id.loc.gov/vocabulary/relators/edtGuidotti Riccardoedthttp://id.loc.gov/vocabulary/relators/edtGullo Francescoedthttp://id.loc.gov/vocabulary/relators/edtPascolutti Stefanoedthttp://id.loc.gov/vocabulary/relators/edtPensa Ruggero Gedthttp://id.loc.gov/vocabulary/relators/edtRobardet Celineedthttp://id.loc.gov/vocabulary/relators/edtSquartini Tizianoedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910337582003321ECML PKDD 2018 Workshops2496350UNINA