Taming energy and electronic waste generation in bitcoin mining: Insights from Facebook prophet and deep neural network
The Bitcoin mining hosted in the blockchain network consumes enormous amounts of
energy and generates electronic waste at an alarming rate. The paper aims to model and …
energy and generates electronic waste at an alarming rate. The paper aims to model and …
An ensemble machine learning framework for Airbnb rental price modeling without using amenity-driven features
Purpose The prediction of Airbnb listing prices predominantly uses a set of amenity-driven
features. Choosing an appropriate set of features from thousands of available amenity …
features. Choosing an appropriate set of features from thousands of available amenity …
[HTML][HTML] A hybrid approach to forecasting futures prices with simultaneous consideration of optimality in ensemble feature selection and advanced artificial intelligence
I Ghosh, TD Chaudhuri, E Alfaro-Cortés… - … Forecasting and Social …, 2022 - Elsevier
The paper presents a framework to forecast futures prices of stocks listed on the National
Stock Exchange (NSE) in India during normal (unaffected by the COVID-19 pandemic) and …
Stock Exchange (NSE) in India during normal (unaffected by the COVID-19 pandemic) and …
[HTML][HTML] Introspecting predictability of market fear in Indian context during COVID-19 pandemic: An integrated approach of applied predictive modelling and …
Financial markets across the globe have seen rapid volatility and uncertainty owing to scary
and disruptive impacts of COVID-19 pandemic. Mayhem wrecked by frequent lockdowns …
and disruptive impacts of COVID-19 pandemic. Mayhem wrecked by frequent lockdowns …
FEB-stacking and FEB-DNN models for stock trend prediction: a performance analysis for pre and post covid-19 periods
I Ghosh, TD Chaudhuri - Decision Making: Applications in …, 2021 - dmame-journal.org
In this paper, stock price prediction is perceived as a binary classification problem where the
goal is to predict whether an increase or decrease in closing prices is going to be observed …
goal is to predict whether an increase or decrease in closing prices is going to be observed …
Integrating Navier-Stokes equation and neoteric iForest-BorutaShap-Facebook's prophet framework for stock market prediction: An application in Indian context
I Ghosh, TD Chaudhuri - Expert systems with applications, 2022 - Elsevier
The paper presents a framework for forecasting stock prices for normal time and pandemic
period and tests its forecasting efficacy. It is based on the specification of dependent and …
period and tests its forecasting efficacy. It is based on the specification of dependent and …
A decomposition-ensemble model with regrouping method and attention-based gated recurrent unit network for energy price prediction
H Niu, K Xu, C Liu - Energy, 2021 - Elsevier
Accurately forecasting the energy price has increasingly attracted attention of researchers. A
novel hybrid forecasting model, termed as ICEEMDAN-R-AttGRU, is for the first time …
novel hybrid forecasting model, termed as ICEEMDAN-R-AttGRU, is for the first time …
Predicting next day direction of stock price movement using machine learning methods with persistent homology: Evidence from Kuala Lumpur Stock Exchange
Predicting direction of stock price movement is notably important to provide a better
guidance to assist market participants in making their investment decisions. This study …
guidance to assist market participants in making their investment decisions. This study …
Co-movement and dynamic correlation of financial and energy markets: An integrated framework of nonlinear dynamics, wavelet analysis and DCC-GARCH
In this paper, we analyze the inherent evolutionary dynamics of financial and energy
markets. We study their inter-relationships and perform predictive analysis using an …
markets. We study their inter-relationships and perform predictive analysis using an …
Clean energy stock price forecasting and response to macroeconomic variables: A novel framework using Facebook's Prophet, NeuralProphet and explainable AI
The clean energy market analysis has seen a strong surge in the post-Paris agreement
owing to its undeniable environmental sustainability. The present work investigates the …
owing to its undeniable environmental sustainability. The present work investigates the …