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The Predictive Power of Social Media Sentiment: Evidence from Cryptocurrencies and Stock Markets Using NLP and Stochastic ANNs.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). 8/15/2023, Vol. 11 Issue 16, p3441. 18p.
Abstract: Cryptocurrencies are nowadays seen as an investment opportunity, since they show some peculiar features, such as high volatility and diversification properties, that are triggering research interest into investigating their differences with traditional...
Financial Time Series Models—Comprehensive Review of Deep Learning Approaches and Practical Recommendations †.
Publication Type: Academic Journal
Source(s): Engineering Proceedings. 2023, Vol. 39, p79. 13p.
Abstract: There have been numerous advances in financial time series forecasting in recent years. Most of them use deep learning techniques. We identified 15 outstanding papers that have been published in the last seven years and have tried to prove the superior...
The Application of Graph-Structured Cox Model in Financial Risk Early Warning of Companies.
Publication Type: Academic Journal
Source(s): Sustainability (2071-1050). Jul2023, Vol. 15 Issue 14, p10802. 16p.
Abstract: An effective financial risk forecast depends on the selection of important indicators from a broad set of financial indicators that are often correlated with one another. In this paper, we address this challenge by proposing a Cox model with a graph st...
FINANCIAL FORECASTS FOR WORKS CONTRACTS. A CONTENT ANALYSIS OF ROMANIAN RULES ON VALUE ADJUSTMENTS.
Publication Type: Academic Journal
Source(s): Annals of the University of Oradea, Economic Science Series. Jul2023, Vol. 32 Issue 1, p338-350. 13p.
Abstract: Unpredictable events, such as: international market prices evolution of construction materials, fuel and energy, changing rules regarding labour, wages and mobility of goods may lead to cost escalation during works contracts implementation. A proper va...
An Improved Deep-Learning-Based Financial Market Forecasting Model in the Digital Economy.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). Mar2023, Vol. 11 Issue 6, p1466. 18p.
Abstract: The high-complexity, high-reward, and high-risk characteristics of financial markets make them an important and interesting study area. Elliott's wave theory describes the changing models of financial markets categorically in terms of wave models and i...
Exploring the Relationship between R&D Investment and Business Performance—An Empirical Analysis of Chinese ICT SMEs.
Publication Type: Academic Journal
Source(s): Sustainability (2071-1050). Mar2023, Vol. 15 Issue 6, p5142. 17p.
Abstract: Service and product innovation have been emphasized as being essential to the success of ICT firms in numerous studies. Being ongoing processes, R&D activities make it challenging to forecast the benefits to a business. Does the company obtain immediat...
A State-of-the-Art Review of Sharing Economy Business Models and a Forecast of Future Research Directions for Sustainable Development: A Bibliometric Analysis Approach.
Publication Type: Academic Journal
Source(s): Sustainability (2071-1050). Mar2023, Vol. 15 Issue 5, p4568. 37p.
Abstract: The area of sharing economy business models (SEBMs) is expanding worldwide. To date, a few qualitative literature reviews concentrating on specific business models have been undertaken, while several have focused on the general concept of the sharing e...
On the Origins of Forecast Walk-Downs: A Macro-to-Micro Perspective.
Publication Type: Academic Journal
Source(s): Journal of Accounting, Auditing & Finance; Jul2023, Vol. 38 Issue 3, p676-705, 30p, 9 Charts, 3 Graphs
Abstract: Copyright of Journal of Accounting, Auditing & Finance is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, ...
Analysis and Forecasting of Sales Funnels.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). Jan2023, Vol. 11 Issue 1, p105. 22p.
Abstract: This article discusses the use of analysis and forecasting methods for sales funnels to help further decision-making. A number of objective and subjective factors preventing the wide use of various sales funnel forecasting methods are described. It has...
A Dendritic Neuron Model Optimized by Meta-Heuristics with a Power-Law-Distributed Population Interaction Network for Financial Time-Series Forecasting.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). Mar2023, Vol. 11 Issue 5, p1251. 20p.
Abstract: The famous McCulloch–Pitts neuron model has been criticized for being overly simplistic in the long term. At the same time, the dendritic neuron model (DNM) has been shown to be effective in prediction problems, and it accounts for the nonlinear inform...