Publications

Publications

Google scholar Selected Publications

Peer-Reviwed Journals:

  • Golilarz, N.A., Gao, H., Pirasteh, S., Yazdi, M., Zhou, J., Fu, Y. "Satellite multispectral and hyperspectral image de-noising with enhanced adaptive generalized Gaussian distribution threshold in the wavelet domain." Remote Sensing, vol. 13, no. 1, pp. 1-16, 2021. 

  • Khan, J., Li, J.P., Haq, A.U., Khan, G.A., Ahmad, S., Alghamdi, A.A., Golilarz, N.A. "Efficient secure surveillance on smart healthcare IoT system through cosine-transform encryption." Journal of Intelligent & Fuzzy Systems, vol. 40, no. 1, pp. 1417-1442, 2021. 

  • Golilarz, N.A., Mirmozaffari, M., Gashteroodkhani, T.A., Ali, L., Dolatsara, H.A., Boskabadi, A., Yazdi, M. "Optimized wavelet-based satellite image de-noising with multi-population differential evolution-assisted harris hawks optimization algorithm." IEEE Access, vol. 8, pp. 133076-133085, 2020. 

  • Golilarz, N.A., Gao, H., Kuma, R., Ali, L., Fu, Y., Li, C. "Adaptive Wavelet Based MRI Brain Image De-noising." Frontiers in Neuroscience, 2020, 14:728.Impact factor: 5.152.

  • Ali, L., Wajahat, I., Golilarz, N.A., Keshtkar, F., Bukhari, S.A.C. "LDA-GA-SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine." Neural Computing and Applications, 2020. 

  • Golilarz, N.A., Addeh, A., Gao, H., Ali, L., Roshandeh, A.M., Munir, H.M., Khan, R.U. "A New Automatic Method for Control Chart Patterns Recognition Based on ConvNet and Harris Hawks Meta Heuristic Optimization Algorithm." IEEE Access, vol. 7, pp. 149398-149405, Nov. 2019.

  • Golilarz, N.A., Demirel, H., Gao, H. "Adaptive Generalized Gaussian Distribution Oriented Thresholding Function for Image De-noising." International Journal of Advanced Computer Science and Applications (IJACSA), vol. 10, no. 2, pp. 10-15, March 2019.

  • Ali, L., Khan, S., Golilarz, N.A., Imrana, Y., Qasim, I., Noor, A., Nour, R. "A Feature-Driven Decision Support System for Heart Failure Prediction Based on χ2 Statistical Model and Gaussian Naive Bayes." Computational and Mathematical Methods in Medicine, Nov. 2019. 

  • Ali, L., Zhu, C., Golilarz, N.A., Javeed, A., Zhou, M., Liu, Y. "Reliable Parkinson's Disease Detection by Analyzing Handwritten Drawings: Construction of an Unbiased Cascaded Learning System based on Feature Selection and Adaptive Boosting Model." IEEE Access, vol. 7, pp. 116480-116489, Jul. 2019. 

  • Golilarz, N.A., Gao, H., Demirel, H. "Satellite Image De-Noising with Harris Hawks Meta Heuristic Optimization Algorithm and Improved Adaptive Generalized Gaussian Distribution Threshold Function." IEEE Access, vol. 7, pp. 57459-57468, 2019. 

  • Khan, R., Zhang, X., Kumar, R., Sharif, A., Golilarz, N.A., Alazab, M. "An Adaptive Multi-Layer Botnet Detection Technique Using Machine Learning Classifiers." Applied Sciences, vol. 9, 2019. 

  • Ali, L., Niamat, A., Khan, J.A., Golilarz, N.A., Xingzhong, X., Noor, A., Nour, R., Bukhari, S.A.C. "An Expert System Based on Optimized Stacked Support Vector Machine for Effective Diagnosis of Heart Disease." IEEE Access, vol. 7, pp. 54007-54014, 2019. 

  • Addeh, A., Khormali, A., Golilarz, N.A. "Control Chart Pattern Recognition using RBF Neural Network with New Training Algorithm and Practical Features." ISA Transactions, Elsevier, vol. 79, pp. 202-216, 2018. 

Peer-Reviwed Conferences:

  • Pazouki, S., Golilarz, N.A., Kazemi-Razi, S.M., Aydeger, A. "A self-healing cybersecurity mechanism for cyberattacks targeting artificial neural network-based human brain implants controlling smart homes." 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET), 2022, pp. 1-6, doi: 10.1109/ICECET55527.2022.9872885.
  • Golilarz, N.A., Gao, H., Addeh, A., Pirasteh, S. "Orca optimization algorithm: A new meta-heuristic tool for complex optimization problems." Proc. IEEE 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, 978-0-7381-4259-3/20, 2020. 
  • Golilarz, N. A., Gao, H., Ali, W., Shahid, M., “Hyper-spectral Remote Sensing Image De-noising with Three Dimensional Wavelet Transform utilizing Smooth Nonlinear Soft Thresholding Function,” Proc. IEEE 15th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), Chengdu, China, pp. 142-146, 2018.
  • Golilarz, N. A., Demirel, H., “Thresholding Neural Network (TNN) with Smooth Sigmoid Based Shrinkage (SSBS) Function for Image De-noising,” Proc. IEEE 9th International Conference on CICN, Girne, Cyprus, pp. 67-71, 2017.