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A comprehensive comparative study of artificial neural network (ANN) and support vector machines (SVM) on stock forecasting
From exchanging budgetary instruments to tracking individual spending plans to detail a
business's profit, money-related organisations utilise computational innovation day by day …
business's profit, money-related organisations utilise computational innovation day by day …
Data-centric artificial intelligence: A survey
Artificial Intelligence (AI) is making a profound impact in almost every domain. A vital enabler
of its great success is the availability of abundant and high-quality data for building machine …
of its great success is the availability of abundant and high-quality data for building machine …
Green edge AI: A contemporary survey
Artificial intelligence (AI) technologies have emerged as pivotal enablers across a multitude
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …
of industries, including consumer electronics, healthcare, and manufacturing, largely due to …
Ai in finance: challenges, techniques, and opportunities
L Cao - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
AI in finance refers to the applications of AI techniques in financial businesses. This area has
attracted attention for decades, with both classic and modern AI techniques applied to …
attracted attention for decades, with both classic and modern AI techniques applied to …
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 industry due to its broad …
for finance researchers in both academia and the finance industry due to its broad …
Financial applications of machine learning: A literature review
N Nazareth, YVR Reddy - Expert Systems with Applications, 2023 - Elsevier
This systematic literature review analyses the recent advances of machine learning and
deep learning in finance. The study considers six financial domains: stock markets, portfolio …
deep learning in finance. The study considers six financial domains: stock markets, portfolio …
[HTML][HTML] How are reinforcement learning and deep learning algorithms used for big data based decision making in financial industries–A review and research agenda
V Singh, SS Chen, M Singhania, B Nanavati… - International Journal of …, 2022 - Elsevier
Data availability and accessibility have brought in unseen changes in the finance systems
and new theoretical and computational challenges. For example, in contrast to classical …
and new theoretical and computational challenges. For example, in contrast to classical …
A novel graph convolutional feature based convolutional neural network for stock trend prediction
W Chen, M Jiang, WG Zhang, Z Chen - Information Sciences, 2021 - Elsevier
Stock trend prediction is one of the most widely investigated and challenging problems for
investors and researchers. Since the convolutional neural network (CNN) was introduced to …
investors and researchers. Since the convolutional neural network (CNN) was introduced to …
Financial cybercrime: A comprehensive survey of deep learning approaches to tackle the evolving financial crime landscape
Machine Learning and Deep Learning methods are widely adopted across financial
domains to support trading activities, mobile banking, payments, and making customer credit …
domains to support trading activities, mobile banking, payments, and making customer credit …
[PDF][PDF] Deep convolution neural network model for credit-card fraud detection and alert
JIZ Chen, KL Lai - Journal of Artificial Intelligence, 2021 - scholar.archive.org
With the exponential increase in the usage of the internet, numerous organisations,
including the financial industry, have operationalized online services. The massive financial …
including the financial industry, have operationalized online services. The massive financial …