A systematic review on deep learning architectures and applications

A Khamparia, KM Singh - Expert Systems, 2019 - Wiley Online Library
… The purpose of this study is to provide a brief review of deep learning architectures and their
… -analysis of deep learning. From this analysis, it is concluded that advanced deep learning

[HTML][HTML] A systematic literature review on state-of-the-art deep learning methods for process prediction

DA Neu, J Lahann, P Fettke - Artificial Intelligence Review, 2022 - Springer
… Furthermore, the methodology used to … literature review on deep learning-based process
prediction. The major objective of this study is to collect and compare existing deep learning

Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review

S Hong, Y Zhou, J Shang, C Xiao, J Sun - Computers in biology and …, 2020 - Elsevier
systematic reviews focusing on deep learning methods, which we consider to be promising
methods … to conduct a systematic review of existing deep learning methods for ECG data from …

Recommendation system based on deep learning methods: a systematic review and new directions

A Da'u, N Salim - Artificial Intelligence Review, 2020 - Springer
deep learning methods for improving the performance of RS. However, despite the several
research works on deep learning … a systematic literature review (SLR) of deep learning based …

[HTML][HTML] Machine learning and deep learning methods for skin lesion classification and diagnosis: a systematic review

MA Kassem, KM Hosny, R Damaševičius, MM Eltoukhy - Diagnostics, 2021 - mdpi.com
machine learning methods and 49 articles using deep … We have looked for systematic
reviews and original research … In this analysis, only papers that were published in journals and …

[HTML][HTML] Deep learning: Systematic review, models, challenges, and research directions

T Talaei Khoei, H Ould Slimane… - Neural Computing and …, 2023 - Springer
… , and online learning. Therefore, motivated by the limitations of the existing studies, this … the
deep learning techniques into supervised, unsupervised, reinforcement, and hybrid learning-…

A review of deep learning methods and applications for unmanned aerial vehicles

A Carrio, C Sampedro, A Rodriguez-Ramos… - Journal of …, 2017 - Wiley Online Library
… In this paper, a thorough review has been performed on … review, deep reinforcement
learning methods are divided into two main categories: value function and policy search methods. …

Video processing using deep learning techniques: A systematic literature review

V Sharma, M Gupta, A Kumar, D Mishra - IEEE Access, 2021 - ieeexplore.ieee.org
… In this paper, we have presented a systematic literature review of the deep learning techniques
for video processing in the context of computer vision. We included 93 research papers …

Deep learning for diabetes: a systematic review

T Zhu, K Li, P Herrero… - IEEE Journal of Biomedical …, 2020 - ieeexplore.ieee.org
… of techniques and approaches in deep learning, we present the overview of several popular
deep learning methods that … Deep learning originated from artificial neural networks (ANNs) …

Machine learning and deep learning: A review of methods and applications

K Sharifani, M Amini - World Information Technology and …, 2023 - papers.ssrn.com
… In conclusion, the literature review highlights the significant advancements in machine learning
and deep learning in recent years and their potential … 3.0 RESEARCH METHODOLOGY