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Author

Shima Rashidi

Observed name: Rashidi, Shima
Observed institutions: Islamic Azad University, Tehran, Islamic Azad University, Science and Research Branch, Amirkabir University of Technology, The University of Melbourne, University of Human Development, RMIT University
ORCID: 0000-0002-6862-750X
Observed ORCIDs: 0000-0002-6862-750X, 0000-0001-5154-2385
OpenAlex ID: A5022342785
Deep Learning-Based Intrusion Detection Systems: A Systematic Review
2021 · Jan Lansky, Saqib Ali, et al. · IEEE Access · 387
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Towards secure intrusion detection systems using deep learning techniques: Comprehensive analysis and review
2021 · Sang-Woong Lee, Haval Mohammed sidqi, et al. · Journal of Network and Computer Applications · 150
Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images
2022 · Chengfeng Cai, Bingchen Gou, et al. · Expert Systems with Applications · 147
Forecasting tunnel boring machine penetration rate using LSTM deep neural network optimized by grey wolf optimization algorithm
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Expert Systems with Applications · 128
Machine Learning Techniques to Predict Rock Strength Parameters
2022 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Rock Mechanics and Rock Engineering · 118
Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art
2025 · Aref Miri Rekavandi, Shima Rashidi, et al. · ACM Computing Surveys · 112
Multimodal brain tumor detection using multimodal deep transfer learning
2022 · Parvin Razzaghi, Karim Abbasi, et al. · Applied Soft Computing · 79
Prediction of Mode-I rock fracture toughness using support vector regression with metaheuristic optimization algorithms
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Engineering Fracture Mechanics · 77
Developing an automated monitoring system for fast and accurate prediction of soil texture using an image-based deep learning network and machine vision system
2022 · Rahim Azadnia, Ahmad Jahanbakhshi, et al. · Measurement · 72
Predicting tunnel water inflow using a machine learning-based solution to improve tunnel construction safety
2023 · Arsalan Mahmoodzadeh, Hossein Ghafourian, et al. · Transportation Geotechnics · 59
A hybrid heuristic queue based algorithm for task assignment in mobile cloud
2016 · Shima Rashidi, Saeed Sharifian · Future Generation Computer Systems · 59
Multi-objective optimization of IoT-based green building energy system using binary metaheuristic algorithms
2023 · Qiong Wang, Gang Chen, et al. · Journal of Building Engineering · 52
Design, modeling and multi-objective techno-economic optimization of an integrated supercritical Brayton cycle with solar power tower for efficient hydrogen production
2022 · Tao Hai, Hayder A. Dhahad, et al. · Sustainable Energy Technologies and Assessments · 47
Developing six hybrid machine learning models based on gaussian process regression and meta-heuristic optimization algorithms for prediction of duration and cost of road tunnels construction
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Tunnelling and Underground Space Technology · 46
Numerical and Machine learning modeling of hard rock failure induced by structural planes around deep tunnels
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Engineering Fracture Mechanics · 44
Deep cepstrum-wavelet autoencoder: A novel intelligent sonar classifier
2022 · Hailong Jia, Mohammad Khishe, et al. · Expert Systems with Applications · 43
Estimating the effective fracture toughness of a variety of materials using several machine learning models
2023 · Arsalan Mahmoodzadeh, Danial Fakhri, et al. · Engineering Fracture Mechanics · 35
Adaptive Rat Swarm Optimization for Optimum Tuning of SVC and PSS in a Power System
2022 · Ali Toolabi Moghadam, Morteza Aghahadi, et al. · International Transactions on Electrical Energy Systems · 35
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Evolving Deep Convolutional Neural Networks by Extreme Learning Machine and Fuzzy Slime Mould Optimizer for Real-Time Sonar Image Recognition
2021 · Guo Yutong, Mohammad Khishe, et al. · International Journal of Fuzzy Systems · 35
Medical image denoising based on 2D discrete cosine transform via ant colony optimization
2017 · Aref Miri, Saeed Sharifian, et al. · Optik · 33
Predication of the sensitivity of a novel daily triple-periodic solar-based electricity/hydrogen cogeneration system with storage units: Dual parametric analysis and NSGA-II optimization
2022 · Yan Cao, Hayder A. Dhahad, et al. · Renewable Energy · 31
Forecasting Face Support Pressure During EPB Shield Tunneling in Soft Ground Formations Using Support Vector Regression and Meta-heuristic Optimization Algorithms
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Rock Mechanics and Rock Engineering · 30
Boron-carbide nanosheets: Promising anodes for Ca-ion batteries
2021 · Yan Cao, Kamal Sharma, et al. · Journal of Electroanalytical Chemistry · 30
DCNN-FuzzyWOA: Artificial Intelligence Solution for Automatic Detection of COVID-19 Using X-Ray Images
2022 · Abbas Saffari, Mohammad Khishe, et al. · Computational Intelligence and Neuroscience · 29
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Several machine learning models to estimate the effect of an acid environment on the effective fracture toughness of normal and reinforced concrete
2023 · Ibrahim Albaijan, Danial Fakhri, et al. · Theoretical and Applied Fracture Mechanics · 28
Works count: 50
Citation count: 2,089
H-index: 26
I10-index: 34
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