05629nam a22007095i 4500 978-3-030-13463-1 DE-He213 20210621103706.0 cr nn 008mamaa 190206s2019 gw | s |||| 0|eng d 9783030134631 978-3-030-13463-1 10.1007/978-3-030-13463-1 doi Q334-342 UYQ bicssc COM004000 bisacsh UYQ thema 006.3 23 ECML PKDD 2018 Workshops [electronic resource] : 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 Squartini. 1st ed. 2019. Cham : Springer International Publishing : Imprint: Springer, 2019. X, 173 p. 70 illus., 50 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Artificial Intelligence ; 11054 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. . Artificial intelligence. Data mining. Computer security. Computers and civilization. E-commerce. Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000 Data Mining and Knowledge Discovery. https://scigraph.springernature.com/ontologies/product-market-codes/I18030 Systems and Data Security. https://scigraph.springernature.com/ontologies/product-market-codes/I28060 Computers and Society. https://scigraph.springernature.com/ontologies/product-market-codes/I24040 e-Commerce/e-business. https://scigraph.springernature.com/ontologies/product-market-codes/I26000 Alzate, Carlos. editor. (orcid)0000-0003-2434-2534 https://orcid.org/0000-0003-2434-2534 edt http://id.loc.gov/vocabulary/relators/edt Monreale, Anna. editor. (orcid)0000-0001-8541-0284 https://orcid.org/0000-0001-8541-0284 edt http://id.loc.gov/vocabulary/relators/edt Bioglio, Livio. editor. (orcid)0000-0002-4112-067X https://orcid.org/0000-0002-4112-067X edt http://id.loc.gov/vocabulary/relators/edt Bitetta, Valerio. editor. edt http://id.loc.gov/vocabulary/relators/edt Bordino, Ilaria. editor. edt http://id.loc.gov/vocabulary/relators/edt Caldarelli, Guido. editor. edt http://id.loc.gov/vocabulary/relators/edt Ferretti, Andrea. editor. edt http://id.loc.gov/vocabulary/relators/edt Guidotti, Riccardo. editor. (orcid)0000-0002-2827-7613 https://orcid.org/0000-0002-2827-7613 edt http://id.loc.gov/vocabulary/relators/edt Gullo, Francesco. editor. edt http://id.loc.gov/vocabulary/relators/edt Pascolutti, Stefano. editor. edt http://id.loc.gov/vocabulary/relators/edt Pensa, Ruggero G. editor. (orcid)0000-0001-5145-3438 https://orcid.org/0000-0001-5145-3438 edt http://id.loc.gov/vocabulary/relators/edt Robardet, Celine. editor. (orcid)0000-0002-8583-9408 https://orcid.org/0000-0002-8583-9408 edt http://id.loc.gov/vocabulary/relators/edt Squartini, Tiziano. editor. edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Printed edition: 9783030134624 Printed edition: 9783030134648 Lecture Notes in Artificial Intelligence ; 11054 https://doi.org/10.1007/978-3-030-13463-1 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC Computer Science (SpringerNature-11645) Computer Science (R0) (SpringerNature-43710)