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Deep Learning Enabled Financial Crisis Prediction Model for Small-Medium Sized Industries
13 references·2 citing·48 second hopsampled
Deep Learning Enabled Financial Crisis Prediction Model for Small-Medium Sized Industries (2022)Deep Learning Enabled Financial Crisis Pr…An Intelligent Internet-of-Things-Aided Financial Crisis Prediction Model in FinTech (2021)An Intelligent Internet-of-Th…A Machine Learning-based DSS for mid and long-term company crisis prediction (2021)A Machine Learning-based DSS …Machine learning as an early warning system to predict financial crisis (2020)Machine learning as an early …A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM (2020)A novel deep learning framewo…A CNN–LSTM model for gold price time-series forecasting (2020)A CNN–LSTM model for gold pri…RETRACTED ARTICLE: Intelligent hybrid model for financial crisis prediction using machine learning techniques (2018)RETRACTED ARTICLE: Intelligen…Financial crisis prediction model using ant colony optimization (2018)Financial crisis prediction m…Classifiers consensus system approach for credit scoring (2016)Classifiers consensus system …Predicting corporate financial distress based on integration of decision tree classification and logistic regression (2011)Predicting corporate financia…Machine Learning in Financial Crisis Prediction: A Survey (2011)Machine Learning in Financial…Threshold accepting trained principal component neural network and feature subset selection: Application to bankruptcy prediction in banks (2008)Threshold accepting trained p…Predicting the financial crisis by Mahalanobis–Taguchi system – Examples of Taiwan’s electronic sector (2008)Predicting the financial cris…Bankruptcy prediction for credit risk using neural networks: A survey and new results (2001)Bankruptcy prediction for cre…Modeling of extended osprey optimization algorithm with Bayesian neural network: An application on Fintech to predict financial crisis (2024)Modeling of extended osprey o…Hybrid Hunter–Prey Optimization with Deep Learning-Based Fintech for Predicting Financial Crises in the Economy and Society (2023)Hybrid Hunter–Prey Optimizati…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Bankruptcy prediction using neural networks (1994)Bankruptcy prediction in banks and firms via statistical and intelligent techniques – A review (2006)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Using partial least squares and support vector machines for bankruptcy prediction (2011)Financial distress prediction using the hybrid associative memory with translation (2016)ZETATM analysis A new model to identify bankruptcy risk of corporations (1977)Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks (2014)Financial distress prediction: The case of French small and medium-sized firms (2017)Financial Ratios As Predictors of Failure (1966)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)CREDIT SCORING, STATISTICAL TECHNIQUES AND EVALUATION CRITERIA: A REVIEW OF THE LITERATURE (2011)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Forecasting with artificial neural networks: (1998)The effect of feature selection on financial distress prediction (2014)An optimized model using LSTM network for demand forecasting (2020)Deep learning for financial applications : A survey (2020)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Machine Learning in Banking Risk Management: A Literature Review (2019)Artificial intelligence in customer-facing financial services: a systematic literature review and agenda for future research (2021)Utilization of artificial intelligence in the banking sector: a systematic literature review (2022)An application of support vector machines in bankruptcy prediction model (2004)Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Computational Intelligence-Based Financial Crisis Prediction Model Using Feature Subset Selection with Optimal Deep Belief Network (2021)An Efficient Outlier Detection with Deep Learning-Based Financial Crisis Prediction Model in Big Data Environment (2022)Intelligent Feature Selection with Deep Learning Based Financial Risk Assessment Model (2022)An overview of global gold market and gold price forecasting (2010)Is gold a safe haven? International evidence (2010)Relationship between gold and stock markets during the global financial crisis: Evidence from nonlinear causality tests (2015)A CNN-BiLSTM-AM method for stock price prediction (2020)Stock price prediction using deep learning and frequency decomposition (2020)Cryptocurrency trading: a comprehensive survey (2022)Power and Centrality: A Family of Measures (1987)On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks (1993)Dynamic Conditional Correlation (2002)Does Good ESG Lead to Better Financial Performances by Firms? Machine Learning and Logistic Regression Models of Public Enterprises in Europe (2020)Ecological efficiency assessment under the construction of low-carbon city: a perspective of green technology innovation (2021)Financial applications of machine learning: A literature review (2023)A deep learning framework for financial time series using stacked autoencoders and long-short term memory (2017)Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Deep learning with long short-term memory networks for financial market predictions (2017)A seasonal-trend decomposition-based dendritic neuron model for financial time series prediction (2021)Data-driven stock forecasting models based on neural networks: A review (2024)Artificial intelligence and machine learning in finance: Identifying foundations, themes, and research clusters from bibliometric analysis (2021)Deep Learning-Based Model for Financial Distress Prediction (2022)AI integration in financial services: a systematic review of trends and regulatory challenges (2025)
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References

  • 2020A CNN–LSTM model for gold price time-series forecasting900 cited
  • 2001Bankruptcy prediction for credit risk using neural networks: A survey and new results696 cited
  • 2011Machine Learning in Financial Crisis Prediction: A Survey325 cited
  • 2011Predicting corporate financial distress based on integration of decision tree classification and logistic regression248 cited
  • 2020A novel deep learning framework: Prediction and analysis of financial time series using CEEMD and LSTM237 cited
  • 2016Classifiers consensus system approach for credit scoring202 cited
  • 2020Machine learning as an early warning system to predict financial crisis167 cited
  • 2018Financial crisis prediction model using ant colony optimization139 cited
  • 2008Threshold accepting trained principal component neural network and feature subset selection: Application to bankruptcy prediction in banks114 cited
  • 2018RETRACTED ARTICLE: Intelligent hybrid model for financial crisis prediction using machine learning techniques68 cited
  • 2021A Machine Learning-based DSS for mid and long-term company crisis prediction61 cited
  • 2008Predicting the financial crisis by Mahalanobis–Taguchi system – Examples of Taiwan’s electronic sector54 cited
  • 2021An Intelligent Internet-of-Things-Aided Financial Crisis Prediction Model in FinTech25 cited

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2024
Modeling of extended osprey optimization algorithm with Bayesian neural network: An application on Fintech to predict financial crisis
18 cited
  • 2023Hybrid Hunter–Prey Optimization with Deep Learning-Based Fintech for Predicting Financial Crises in the Economy and Society15 cited