000 05141nam a22007455i 4500
001 978-3-030-13463-1
003 DE-He213
005 20240730174216.0
007 cr nn 008mamaa
008 190206s2019 sz | s |||| 0|eng d
020 _a9783030134631
_9978-3-030-13463-1
024 7 _a10.1007/978-3-030-13463-1
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aECML PKDD 2018 Workshops
_h[electronic resource] :
_bMIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings /
_cedited 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.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aX, 173 p. 70 illus., 50 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11054
505 0 _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.
520 _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. .
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aData protection.
_97245
650 0 _aComputers and civilization.
_921733
650 0 _aElectronic commerce.
_95589
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_9111533
650 2 4 _aData and Information Security.
_931990
650 2 4 _aComputers and Society.
_931668
650 2 4 _ae-Commerce and e-Business.
_931772
700 1 _aAlzate, Carlos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111534
700 1 _aMonreale, Anna.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111535
700 1 _aBioglio, Livio.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111536
700 1 _aBitetta, Valerio.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111537
700 1 _aBordino, Ilaria.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111538
700 1 _aCaldarelli, Guido.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111539
700 1 _aFerretti, Andrea.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111540
700 1 _aGuidotti, Riccardo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111541
700 1 _aGullo, Francesco.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111542
700 1 _aPascolutti, Stefano.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111543
700 1 _aPensa, Ruggero G.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111544
700 1 _aRobardet, Celine.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111545
700 1 _aSquartini, Tiziano.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9111546
710 2 _aSpringerLink (Online service)
_9111547
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030134624
776 0 8 _iPrinted edition:
_z9783030134648
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v11054
_9111548
856 4 0 _uhttps://doi.org/10.1007/978-3-030-13463-1
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c89315
_d89315