Applications of ML/DL in the management of smart cities and societies based on new trends in information technologies: A systematic literature review

A Heidari, NJ Navimipour, M Unal - Sustainable Cities and Society, 2022 - Elsevier
The goal of managing smart cities and societies is to maximize the efficient use of finite
resources while enhancing the quality of life. To establish a sustainable urban existence …

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
Abstract Machine Learning (ML) and Deep Learning (DL) have achieved high success in
many textual, auditory, medical imaging, and visual recognition patterns. Concerning the …

A secure intrusion detection platform using blockchain and radial basis function neural networks for internet of drones

A Heidari, NJ Navimipour… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The Internet of Drones (IoD) is built on the Internet of Things (IoT) by replacing “Things” with
“Drones” while retaining incomparable features. Because of its vital applications, IoD …

Role of renewable energy investment and geopolitical risk in green finance development: Empirical evidence from BRICS countries

C Dong, H Wu, J Zhou, H Lin, L Chang - Renewable Energy, 2023 - Elsevier
Global efforts are being made to achieve ecological sustainability while reducing the
consequences of environmental degradation. We used panel data from Brazil, Russia, India …

[HTML][HTML] Applications of two novel techniques in finding optical soliton solutions of modified nonlinear Schrödinger equations

B Ghanbari, D Baleanu - Results in Physics, 2023 - Elsevier
Finding optical soliton solutions to nonlinear partial differential equations has become a
popular topic in recent decades. The primary goal of this study is to identify a diverse …

Greedy opposition-based learning for chimp optimization algorithm

M Khishe - Artificial Intelligence Review, 2023 - Springer
The chimp optimization algorithm (ChOA) is a hunting-based model and can be utilized as a
set of optimization rules to tackle optimization problems. Although ChOA has shown …

Sentiment analysis of Twitter data

Y Wang, J Guo, C Yuan, B Li - Applied Sciences, 2022 - mdpi.com
Twitter has become a major social media platform and has attracted considerable interest
among researchers in sentiment analysis. Research into Twitter Sentiment Analysis (TSA) is …

A QoS-aware technique for computation offloading in IoT-edge platforms using a convolutional neural network and Markov decision process

A Heidari, MAJ Jamali, NJ Navimipour… - IT …, 2023 - ieeexplore.ieee.org
Offloading is one of the critical enablers of the Internet of Things (IoT) as it helps overcome
the resource limitations of individual objects. Offering enough computational power for IoT …

Deep-learning-based approaches for semantic segmentation of natural scene images: A review

B Emek Soylu, MS Guzel, GE Bostanci, F Ekinci… - Electronics, 2023 - mdpi.com
The task of semantic segmentation holds a fundamental position in the field of computer
vision. Assigning a semantic label to each pixel in an image is a challenging task. In recent …

Spiral Gaussian mutation sine cosine algorithm: framework and comprehensive performance optimization

W Zhou, P Wang, AA Heidari, X Zhao… - Expert Systems with …, 2022 - Elsevier
Abstract Sine Cosine Algorithm (SCA), as a recently viral population-based meta-heuristic,
which is in the extensive application for a variety of optimization cases. Regardless of the …