Machine learning applications based on SVM classification a review

DM Abdullah, AM Abdulazeez - Qubahan Academic Journal, 2021 - journal.qubahan.com
Extending technologies and data development culminated in the need for quicker and more
reliable processing of massive data sets. Machine Learning techniques are used …

Visualization in virtual reality: a systematic review

EH Korkut, E Surer - Virtual Reality, 2023 - Springer
Rapidly growing virtual reality (VR) technologies and techniques have gained importance
over the past few years, and academics and practitioners have been searching for efficient …

A hybrid artificial immune optimization for high-dimensional feature selection

Y Zhu, W Li, T Li - Knowledge-Based Systems, 2023 - Elsevier
For high-dimensional data, the traditional feature selection method is slightly inadequate. At
present, most of the existing hybrid search methods have problems of high computational …

Deep learning-based fault diagnosis of photovoltaic systems: A comprehensive review and enhancement prospects

M Mansouri, M Trabelsi, H Nounou, M Nounou - IEEE Access, 2021 - ieeexplore.ieee.org
Photovoltaic (PV) systems are subject to failures during their operation due to the aging
effects and external/environmental conditions. These faults may affect the different system …

Evaluation of classification algorithms for intrusion detection system: A review

AA Salih, AM Abdulazeez - Journal of Soft Computing and …, 2021 - publisher.uthm.edu.my
Intrusion detection is one of the most critical network security problems in the technology
world. Machine learning techniques are being implemented to improve the Intrusion …

[HTML][HTML] Harnessing eXplainable artificial intelligence for feature selection in time series energy forecasting: A comparative analysis of Grad-CAM and SHAP

C Van Zyl, X Ye, R Naidoo - Applied Energy, 2024 - Elsevier
This study investigates the efficacy of Explainable Artificial Intelligence (XAI) methods,
specifically Gradient-weighted Class Activation Mapping (Grad-CAM) and Shapley Additive …

Skin lesion classification based on deep convolutional neural networks architectures

J Saeed, S Zeebaree - Journal of Applied Science and Technology Trends, 2021 - jastt.org
Skin cancer is among the primary cancer types that manifest due to various dermatological
disorders, which may be further classified into several types based on morphological …

Wearable technology for early detection of COVID-19: A systematic scoping review

SHR Cheong, YJX Ng, Y Lau, ST Lau - Preventive Medicine, 2022 - Elsevier
Wearable technology is an emerging method for the early detection of coronavirus disease
2019 (COVID-19) infection. This scoping review explored the types, mechanisms, and …

A State of Art: Survey for Concurrent Computation and Clustering of Parallel Computing for Distributed Systems

H Shukur, SRM Zeebaree, AJ Ahmed, RR Zebari… - Journal of Applied …, 2020 - jastt.org
In this paper, several works have been presented related to clustering parallel computing for
distributed systems. The trend of the paper is to focus on the strengths of previous works in …

Review of automated time series forecasting pipelines

S Meisenbacher, M Turowski, K Phipps… - … : Data Mining and …, 2022 - Wiley Online Library
Time series forecasting is fundamental for various use cases in different domains such as
energy systems and economics. Creating a forecasting model for a specific use case …