What financial application areas are of interest to DL community? Response: Financial text mining, Algo-trading, risk assessments, sentiment analysis, portfolio management and fraud detection are among the most studied areas of finance research. (Please check Figure 8) How mature is the existing res...
0/0 收藏人数: 0 评论次数: 0 文档热度: 文档分类: 论文--法律论文 DeepLearningforFinancialApplications:ASurveyAhmetMuratOzbayoglua,MehmetUgurGudeleka,OmerBeratSezeraaDepartmentofComputerEngineering,TOBBUniversityofEconomicsandTechnology,Ankara,TurkeyAbstractComputationalintelligenceinfinancehasbeenaverypopulartopic...
Deep learningFinanceComputational intelligenceMachine learningFinancial applicationsAlgorithmic tradingPortfolio managementRisk assessmentFraud detectionComputational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been ...
Deep learning for financial applications : A survey Applied Soft Computing(IF7.2)Pub Date : 2020-05-11, DOI:10.1016/j.asoc.2020.106384 Ahmet Murat Ozbayoglu , Mehmet Ugur Gudelek , Omer Berat Sezer Computational intelligence in finance has been a very popular topic for both academia and financi...
Financial Security The surge of online transactions has increased the rate of fraudulent activities too. With Deep Learning algorithms being excellent at detecting frauds, financial security is being achieved simultaneously. Robo Advisory Robo-advisory is nothing but the algorithms at play for advising th...
Computational Finance, Machine Learning, and Deep Learning have been essential components of the finance sector for many years. The development of these techniques, technologies, and skills have enabled the financial industry to achieve explosive growth over the decades and become more efficient, sharp...
Deep learning for financial applications: A survey 2020, Applied Soft Computing Journal Show abstract An Experimental Review on Deep Learning Architectures for Time Series Forecasting 2021, International Journal of Neural Systems Deep Learning for Time Series Forecasting: A Survey ...
Here’s a List of top 26 deep learning applications across industries that will rule the world in 2024 and beyond. And how it’s improving the way we live and work.
Financial time series forecasting with deep learning : A systematic literature review: 2005–2019 Financial time series forecasting is undoubtedly the top choice of computational intelligence for finance researchers in both academia and the finance indu... OB Sezer,U Gudelek,M Ozbayoglu - 《Applied ...
Related paths/tracks:Deep Learning Fundamentals with Keras,Deep Learning with Python and PyTorch,Deep Learning with Tensorflow,Using GPUs to Scale and Speed-up Deep Learning,Deep Learning and Neural Networks for Financial Engineering,Machine Learning with Python: from Linear Models to Deep Learning ...