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Akademický článek

Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions

Autor: Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni

Publikováno v: Journal of Big Data, Vol 11, Iss 1, Pp 1-34 (2024)

Abstract Predicting stock market behavior using sentiment analysis has become increasingly popular, as customer responses on platforms like Twitter can influence market trends. However, most existing sentiment-based models struggle with two major iss

Externí odkaz: https://doaj.org/article/a539dbbbb4014f479a44f9438944d1bb

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Akademický článek

Federated Learning Enhanced MLP–LSTM Modeling in an Integrated Deep Learning Pipeline for Stock Market Prediction

Autor: Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni

Publikováno v: International Journal of Computational Intelligence Systems, Vol 17, Iss 1, Pp 1-15 (2024)

Abstract In this study, the research presents the Federated Learning Enhanced Multi-Layer Perceptron (Fed-MLP) Long Short-Term Memory that is suggested by the research. The research intends to use the LSTM networks extensively that are proficient in

Externí odkaz: https://doaj.org/article/9c1680bb54ad402da5862fcffe83add4

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Akademický článek

Data-driven approach for identifying the factors related to debt collector performance

Autor: Keerthana Sivamayilvelan, Elakkiya Rajasekar, Santhi Balachandran, Ketan Kotecha, Subramaniyaswamy Vairavasundaram

Publikováno v: Journal of Open Innovation: Technology, Market and Complexity, Vol 10, Iss 4, Pp 100385- (2024)

The company's success and growth heavily rely on its workforce's performance, yet the evaluation of employees has been only partially and inconclusively executed so far. The primary goal of this research is to build an open innovation framework for a

Externí odkaz: https://doaj.org/article/de157c1c4c234d71ab79880d468426df

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Akademický článek

Respectful maternity care during childbirth: Experiences and observation among mothers in a tertiary-care institute in Manipur

Autor: Samurailatpam P. Devi, Sinam T. Meetei, Phanjoubam Suriya, Bishwalata Rajkumari, Regina Wahengbam, Elakkiya Selvaraju, Avinash Keisam

Publikováno v: Journal of Family Medicine and Primary Care, Vol 13, Iss 5, Pp 1766-1771 (2024)

Background: Respectful maternity care (RMC) refers to the humane and dignified treatment of a childbearing woman throughout her pregnancy, childbirth and immediate postpartum period. Disrespect and abuse of women during labour, childbirth and immedia

Externí odkaz: https://doaj.org/article/90322b7942d14aeba301429ca0b677e4

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