Adventures in data analysis: A systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems

Z Amiri, A Heidari, NJ Navimipour, M Unal… - Multimedia Tools and …, 2024 - Springer
study, this paper contributes by conducting a comprehensive Systematic Literature Review
(… data and a DL method big data comprises video and voice, in which a speech signal is …

Machine learning approaches to IoT security: A systematic literature review

R Ahmad, I Alsmadi - Internet of Things, 2021 - Elsevier
research questions presented in Section 3.1. The extensive but systematic literature review
… specific criteria used to filter research papers that did not meet this research goal. It helped …

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

OB Sezer, MU Gudelek, AM Ozbayoglu - Applied soft computing, 2020 - Elsevier
… Lately, Deep Learning (DL) models have appeared … review papers that solely focus on DL
for finance. Hence, the motivation of this paper is to provide a comprehensive literature review

A systematic literature review on the use of machine learning in precision livestock farming

R García, J Aguilar, M Toro, A Pinto… - Computers and …, 2020 - Elsevier
… This article presents a systematic literature review of recent works on the use of machine
learning (… They introduced a video processing pipeline composed of standard components, to …

A systematic literature review of student'performance prediction using machine learning techniques

B Albreiki, N Zaki, H Alashwal - Education Sciences, 2021 - mdpi.com
… to questions, and the number of hours spent reading texts and watching video tutorials [2]. …
learning. Moreover, we aimed to provide a systematic literature review, as the transparency …

Machine learning techniques for code smell detection: A systematic literature review and meta-analysis

MI Azeem, F Palomba, L Shi, Q Wang - … and Software Technology, 2019 - Elsevier
machine learning techniques in the context of code smell detection. The open issues emerged
in this study … the input for researchers interested in developing more powerful techniques. …

Low-light image and video enhancement using deep learning: A survey

C Li, C Guo, L Han, J Jiang, MM Cheng… - … and machine …, 2021 - ieeexplore.ieee.org
… detector, our survey reviews the low-light image and video … advances of deep learningbased
low-light image and video … various aspects, covering learning strategies, network structures, …

A comprehensive and systematic look up into deep learning based object detection techniques: A review

VK Sharma, RN Mir - Computer Science Review, 2020 - Elsevier
survey of latest advances in deep learning based visual object detection. Firstly we have
reviewed a large body of recent works in literature and using … fields of image processing, video, …

A systematic literature review on hardware implementation of artificial intelligence algorithms

MA Talib, S Majzoub, Q Nasir, D Jamal - The Journal of Supercomputing, 2021 - Springer
… making it more accessible and gained significant attention for deep learning research [23]. …
More applications in image analysis using AI such as corner detection, dynamic texture video

The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review

ZE Abou Elassad, H Mousannif… - … Applications of Artificial …, 2020 - Elsevier
machine learning (ML) models. Still, there has been no attempt to analyze the empirical
evidence on ML models in a systematic … This article presents a systematic literature review (SLR) …