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 …

Financial time series forecasting with deep learning: A systematic literature review: 2005–2019

OB Sezer, MU Gudelek, AM Ozbayoglu - Applied soft computing, 2020 - Elsevier
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 …

Deep learning for financial applications: A survey

AM Ozbayoglu, MU Gudelek, OB Sezer - Applied soft computing, 2020 - Elsevier
Computational intelligence in finance has been a very popular topic for both academia and
financial industry in the last few decades. Numerous studies have been published resulting …

Data science and AI in FinTech: An overview

L Cao, Q Yang, PS Yu - International Journal of Data Science and …, 2021 - Springer
Financial technology (FinTech) has been playing an increasingly critical role in driving
modern economies, society, technology, and many other areas. Smart FinTech is the new …

Monocular 3d pose estimation and tracking by detection

M Andriluka, S Roth, B Schiele - 2010 IEEE Computer Society …, 2010 - ieeexplore.ieee.org
Automatic recovery of 3D human pose from monocular image sequences is a challenging
and important research topic with numerous applications. Although current methods are …

[图书][B] Clustering for data mining: a data recovery approach

B Mirkin - 2005 - taylorfrancis.com
Often considered more as an art than a science, the field of clustering has been dominated
by learning through examples and by techniques chosen almost through trial-and-error …

AI in finance: A review

L Cao - Available at SSRN 3647625, 2020 - papers.ssrn.com
The recent booming of AI in FinTech evidences the significant developments and potential of
AI for making smart FinTech, economy, finance and society. AI-empowered smart FinTech …

Constructing a personalized e-learning system based on genetic algorithm and case-based reasoning approach

MJ Huang, HS Huang, MY Chen - Expert Systems with applications, 2007 - Elsevier
The Internet and the World Wide Web in particular provide a unique platform to connect
learners with educational resources. Educational material in hypermedia form in a Web …

Rethinking construction cost overruns: cognition, learning and estimation

DD Ahiaga-Dagbui, SD Smith - Journal of financial management of …, 2014 - emerald.com
Purpose–Drawing on mainstream arguments in the literature, the paper presents a coherent
and holistic view on the causes of cost overruns, and the dynamics between cognitive …

Survey of explainable machine learning with visual and granular methods beyond quasi-explanations

B Kovalerchuk, MA Ahmad, A Teredesai - … artificial intelligence: A …, 2021 - Springer
This chapter surveys and analyses visual methods of explainability of Machine Learning
(ML) approaches with focus on moving from quasi-explanations that dominate in ML to …