FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285288998> ?p ?o ?g. }

• W4285288998 endingPage "162" @default.
• W4285288998 startingPage "147" @default.
• W4285288998 abstract "<abstract> <p>The ability to predict stock-market indices is important to investors and financial decision-makers. However, the uncertainty of available information makes accurate prediction extremely challenging. In this work, we propose and validate a multi-level stacking model of long short-term memory (LSTM) units for the short-term prediction of stock-index closing prices. The proposed machine-learning model is trained using historical data to predict next-day closing prices. The first layer of the multi-level stacked structure contains an ensemble of recurrent LSTM models that receives time-series data of historic opening, closing, high and low prices for current and previous days and outputs predictions about the next day's closing prices. The second and third layers consist of stacked multi-layer perceptron meta-models. We validated the new model on two stock indices, demonstrating its advantages over single-LSTM models. We also compared its performance against several extant statistical and machine-learning models on a subset of Standard &amp; Poor's 500 index data between 2000 and 2016 using correlation and statistical metrics.</p> </abstract>" @default.
• W4285288998 created "2022-07-14" @default.
• W4285288998 creator A5010735933 @default.
• W4285288998 creator A5092904756 @default.
• W4285288998 date "2022-01-01" @default.
• W4285288998 modified "2023-09-27" @default.
• W4285288998 title "Multi-level stacking of LSTM recurrent models for predicting stock-market indices" @default.
• W4285288998 cites W1534477342 @default.
• W4285288998 cites W1790870804 @default.
• W4285288998 cites W1978091994 @default.
• W4285288998 cites W2064675550 @default.
• W4285288998 cites W2074250525 @default.
• W4285288998 cites W2089809028 @default.
• W4285288998 cites W2121970262 @default.
• W4285288998 cites W2244486986 @default.
• W4285288998 cites W2498672755 @default.
• W4285288998 cites W2523498403 @default.
• W4285288998 cites W2586702902 @default.
• W4285288998 cites W2593842564 @default.
• W4285288998 cites W2741908740 @default.
• W4285288998 cites W2782828369 @default.
• W4285288998 cites W2789758093 @default.
• W4285288998 cites W2799024472 @default.
• W4285288998 cites W2808626748 @default.
• W4285288998 cites W2904549964 @default.
• W4285288998 cites W3005728217 @default.
• W4285288998 cites W3149859316 @default.
• W4285288998 cites W3185248420 @default.
• W4285288998 cites W3211288085 @default.
• W4285288998 cites W4200010379 @default.
• W4285288998 cites W4206190611 @default.
• W4285288998 doi "https://doi.org/10.3934/dsfe.2022007" @default.
• W4285288998 hasPublicationYear "2022" @default.
• W4285288998 type Work @default.
• W4285288998 citedByCount "1" @default.
• W4285288998 countsByYear W42852889982023 @default.
• W4285288998 crossrefType "journal-article" @default.
• W4285288998 hasAuthorship W4285288998A5010735933 @default.
• W4285288998 hasAuthorship W4285288998A5092904756 @default.
• W4285288998 hasBestOaLocation W42852889981 @default.
• W4285288998 hasConcept C10138342 @default.
• W4285288998 hasConcept C119857082 @default.
• W4285288998 hasConcept C127413603 @default.
• W4285288998 hasConcept C136764020 @default.
• W4285288998 hasConcept C149782125 @default.
• W4285288998 hasConcept C151730666 @default.
• W4285288998 hasConcept C154945302 @default.
• W4285288998 hasConcept C162324750 @default.
• W4285288998 hasConcept C178300618 @default.
• W4285288998 hasConcept C179717631 @default.
• W4285288998 hasConcept C204036174 @default.
• W4285288998 hasConcept C2776256503 @default.
• W4285288998 hasConcept C2777382242 @default.
• W4285288998 hasConcept C2778775528 @default.
• W4285288998 hasConcept C2780299701 @default.
• W4285288998 hasConcept C2780762169 @default.
• W4285288998 hasConcept C41008148 @default.
• W4285288998 hasConcept C50644808 @default.
• W4285288998 hasConcept C78458016 @default.
• W4285288998 hasConcept C78519656 @default.
• W4285288998 hasConcept C86803240 @default.
• W4285288998 hasConcept C88389905 @default.
• W4285288998 hasConceptScore W4285288998C10138342 @default.
• W4285288998 hasConceptScore W4285288998C119857082 @default.
• W4285288998 hasConceptScore W4285288998C127413603 @default.
• W4285288998 hasConceptScore W4285288998C136764020 @default.
• W4285288998 hasConceptScore W4285288998C149782125 @default.
• W4285288998 hasConceptScore W4285288998C151730666 @default.
• W4285288998 hasConceptScore W4285288998C154945302 @default.
• W4285288998 hasConceptScore W4285288998C162324750 @default.
• W4285288998 hasConceptScore W4285288998C178300618 @default.
• W4285288998 hasConceptScore W4285288998C179717631 @default.
• W4285288998 hasConceptScore W4285288998C204036174 @default.
• W4285288998 hasConceptScore W4285288998C2776256503 @default.
• W4285288998 hasConceptScore W4285288998C2777382242 @default.
• W4285288998 hasConceptScore W4285288998C2778775528 @default.
• W4285288998 hasConceptScore W4285288998C2780299701 @default.
• W4285288998 hasConceptScore W4285288998C2780762169 @default.
• W4285288998 hasConceptScore W4285288998C41008148 @default.
• W4285288998 hasConceptScore W4285288998C50644808 @default.
• W4285288998 hasConceptScore W4285288998C78458016 @default.
• W4285288998 hasConceptScore W4285288998C78519656 @default.
• W4285288998 hasConceptScore W4285288998C86803240 @default.
• W4285288998 hasConceptScore W4285288998C88389905 @default.
• W4285288998 hasIssue "2" @default.
• W4285288998 hasLocation W42852889981 @default.
• W4285288998 hasOpenAccess W4285288998 @default.
• W4285288998 hasPrimaryLocation W42852889981 @default.
• W4285288998 hasRelatedWork W1574627286 @default.
• W4285288998 hasRelatedWork W1912507756 @default.
• W4285288998 hasRelatedWork W2289642014 @default.
• W4285288998 hasRelatedWork W2353206845 @default.
• W4285288998 hasRelatedWork W2368668864 @default.
• W4285288998 hasRelatedWork W2597786636 @default.
• W4285288998 hasRelatedWork W2769670653 @default.
• W4285288998 hasRelatedWork W4206983472 @default.
• W4285288998 hasRelatedWork W4380606176 @default.
• W4285288998 hasRelatedWork W43946204 @default.

• next