LEADER 02958oam 2200505 450 001 9910483198803321 005 20210617203132.0 010 $a3-030-66981-5 024 7 $a10.1007/978-3-030-66981-2 035 $a(CKB)4100000011716954 035 $a(DE-He213)978-3-030-66981-2 035 $a(MiAaPQ)EBC6457886 035 $a(PPN)253253020 035 $a(EXLCZ)994100000011716954 100 $a20210617d2021 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aMining data for financial applications $e5th ECML PKDD workshop, MIDAS 2020 Ghent, Belgium, September 18, 2020 revised selected papers /$fValerio Bitetta [and five others] editors 205 $a1st ed. 2021. 210 1$aCham, Switzerland :$cSpringer,$d[2021] 210 4$d©2021 215 $a1 online resource (X, 151 p. 64 illus., 50 illus. in color.) 225 1 $aLecture Notes in Artificial Intelligence ;$v12591 311 $a3-030-66980-7 327 $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. 330 $a?Information Extraction from the GDELT Database to Analyse EU Sovereign Bond Markets? and ?Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting? are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. 410 0$aLecture notes in computer science.$pLecture notes in artificial intelligence ;$v12591. 606 $aData mining$vCongresses 606 $aFinance$xData processing$vCongresses 606 $aData protection$vCongresses 615 0$aData mining 615 0$aFinance$xData processing 615 0$aData protection 676 $a006.3 702 $aBitetta$b Valerio 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bUtOrBLW 906 $aBOOK 912 $a9910483198803321 996 $aMining Data for Financial Applications$92025643 997 $aUNINA