000 04353nam a22006975i 4500
001 978-3-030-66981-2
003 DE-He213
005 20240730175233.0
007 cr nn 008mamaa
008 210114s2021 sz | s |||| 0|eng d
020 _a9783030669812
_9978-3-030-66981-2
024 7 _a10.1007/978-3-030-66981-2
_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 _aMining Data for Financial Applications
_h[electronic resource] :
_b5th ECML PKDD Workshop, MIDAS 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers /
_cedited by Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aX, 151 p. 64 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 ;
_v12591
505 0 _aTrade Selection with Supervised Learning and Optimal Coordinate Ascent (OCA) -- How much does Stock Prediction improve with Sentiment Analysis? -- Applying Machine Learning to Predict Closing Prices in Stock Market: a case study -- Financial Fraud Detection with Improved Neural Arithmetic Logic Units -- Information Extraction from the GDELT Database to Analyse EU Sovereign Bond Markets -- Multi-Objective Particle Swarm Optimization for Feature Selection in Credit Scoring -- A comparative analysis of Temporal Long Text Similarity: Application to Financial Documents -- Ranking Cryptocurrencies by Brand Importance: a Social Media Analysis in ENEAGRID -- Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods -- Neither in the Programs Nor in the Data: Mining the Hidden Financial Knowledge with Knowledge Graphs and Reasoning -- Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting.
520 _a"Information Extraction from the GDELT Database to Analyse EU Sovereign Bond Markets" and "Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting" are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
650 0 _aArtificial intelligence.
_93407
650 0 _aEducation
_xData processing.
_982607
650 0 _aSocial sciences
_xData processing.
_983360
650 0 _aApplication software.
_9115958
650 0 _aData mining.
_93907
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputers and Education.
_941129
650 2 4 _aComputer Application in Social and Behavioral Sciences.
_931815
650 2 4 _aComputer and Information Systems Applications.
_9115959
650 2 4 _aData Mining and Knowledge Discovery.
_9115960
650 2 4 _aComputer Engineering and Networks.
_9115961
700 1 _aBitetta, Valerio.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115962
700 1 _aBordino, Ilaria.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115963
700 1 _aFerretti, Andrea.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115964
700 1 _aGullo, Francesco.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115965
700 1 _aPonti, Giovanni.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115966
700 1 _aSeverini, Lorenzo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9115967
710 2 _aSpringerLink (Online service)
_9115968
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030669805
776 0 8 _iPrinted edition:
_z9783030669829
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v12591
_9115969
856 4 0 _uhttps://doi.org/10.1007/978-3-030-66981-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c89835
_d89835