Dr. Rana Aamir Raza
https://profiles.bzu.edu.pk/ranaaamirraza
Research Papers
| 2025 |
Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification (Journal) Muhammad Ahmad, Francesco Mauro, Rana Aamir Raza, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan, Silvia Liberata Ullo |
Journal: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Publisher: Institute of Electrical and Electronics Engineers (IEEE), |
| 2024 |
IDS-FRNN: an intrusion detection system with optimized fuzziness-based sample selection technique (Journal) Saadia Ajmal, Rana Aamir Raza Ashfaq, Asad Raza, Abdul Rauf |
Journal: Neural Computing and Applications, Publisher: Springer Science and Business Media LLC, |
| 2023 |
Uncertainty Based Optimal Sample Selection for Big Data (Journal) Saadia Ajmal, Rana Aamir Raza Ashfaq, Kashif Saleem |
Journal: IEEE Access, Publisher: Institute of Electrical and Electronics Engineers (IEEE), |
| 2022 |
An Efficient Swarm based Feature Selection Technique using Random Weight Neural Network (Journal) Muhammad Manshah, Rana Aamir Raza, Saadia Ajmal, Urooj Pasha, Asghar Ali |
Journal: JOURNAL OF NANOSCOPE (JN), Publisher: The Women University Multan, Pakistan, |
| 2021 |
Multi Sensor-Based Implicit User Identification (Journal) Muhammad Ahmad, Rana Aamir Raza, Manuel Mazzara, Salvatore Distefano, Ali Kashif Bashir, Adil Khan, Muhammad Shahzad Sarfraz, Muhammad Umar Aftab |
Journal: Computers, Materials & Continua, Publisher: Tech Science Press, |
| 2021 |
Generalization ability of Extreme Learning Machine using different Sample Selection Methods (Journal) Saher Fatima, Rana Aamir Raza, Maruf Pasha, Asghar Ali, Saba Kanwal |
Journal: STATISTICS, COMPUTING AND INTERDISCIPLINARY RESEARCH, Publisher: The Women University Multan, Pakistan, |
| 2021 |
An Efficient Classification Model using Fuzzy Rough Set Theory and Random Weight Neural Network (Journal) Rana Aamir Raza Ashfaq |
Journal: Journal of Computer Science and Information Technology, Publisher: LGUR, Vol.: 5, Issue: 3, Pages: 92-108 |
| 2021 |
Hyperspectral imaging-based unsupervised adulterated red chili content transformation for classification: Identification of red chili adulterants (Journal) Muhammad Hussain Khan, Zainab Saleem, Muhammad Ahmad, Ahmed Sohaib, Hamail Ayaz, Manuel Mazzara, Rana Aamir Raza |
Journal: Neural Computing and Applications, Publisher: Springer Science and Business Media LLC, |
| 2021 |
Artifacts of different dimension reduction methods on hybrid CNN feature hierarchy for Hyperspectral Image Classification (Journal) Muhammad Ahmad, Sidrah Shabbir, Rana Aamir Raza, Manuel Mazzara, Salvatore Distefano, Adil Mehmood Khan |
Journal: Optik, Publisher: Elsevier BV, |
| 2021 |
Performance analysis of Humaira Afzal, Muhammad Rafiq Mufti, Aamir Raza, Abbas Hassan |
Journal: Concurrency and Computation: Practice and Experience, Publisher: Wiley, |
| 2020 |
Supervised Machine Learning Algorithms Classification and Comparison Based on Experimental Analysis (Journal) Asghar Ali, Rana Aamir Raza |
Journal: PJS, Publisher: PJSS, Vol.: 40, Issue: 1, Pages: 479-492 |
| 2020 |
Multiclass Non-Randomized Spectral–Spatial Active Learning for Hyperspectral Image Classification (Journal) Muhammad Ahmad, Manuel Mazzara, Rana Aamir Raza, Salvatore Distefano, Muhammad Asif, Muhammad Shahzad Sarfraz, Adil Mehmood Khan, Ahmed Sohaib |
Journal: Applied Sciences, Publisher: MDPI AG, |
| 2020 |
Kleptographic Attack on Elliptic Curve Based Cryptographic Protocols (Journal) Anum Sajjad, Mehreen Afzal, Mian Muhammad Waseem Iqbal, Haider Abbas, Rabia Latif, Rana Aamir Raza |
Journal: IEEE Access, Publisher: Institute of Electrical and Electronics Engineers (IEEE), |
| 2019 |
A Robust Functional Minimization Technique to Protect Image Details from Disturbances (Journal) Robiul Islam, Chen Xu, Yu Han, Sanjida Sultana Putul, Rana Aamir Raza |
Journal: International Journal of Information Technology and Computer Science, Publisher: MECS Publisher, |
| 2019 |
An Effective Weighted Hybrid Regularizing Approach for Image Noise Reduction (Journal) Md. Robiul Islam, Chen Xu, Rana Aamir Raza, Yu Han |
Journal: Circuits, Systems, and Signal Processing, Publisher: Springer Science and Business Media LLC, |
| 2018 |
Further improvements on extreme learning machine for interval neural network (Journal) Li-fen Yang, Chong Liu, Hao Long, Rana Aamir Raza Ashfaq, Yu-lin He |
Journal: Neural Computing and Applications, Publisher: Springer Science and Business Media LLC, |
| 2018 |
An initial study on the rank of input matrix for extreme learning machine (Journal) Xingmin Zhao, Weipeng Cao, Hongyu Zhu, Zhong Ming, Rana Aamir Raza Ashfaq |
Journal: International Journal of Machine Learning and Cybernetics, Publisher: Springer Science and Business Media LLC, |
| 2018 |
Impact of Different Random Initializations on Generalization Performance of Extreme Learning Machine (Journal) Xiaofang Zhang |
Journal: Journal of Computers, Publisher: International Academy Publishing (IAP), |
| 2018 |
Random weight network-based fuzzy nonlinear regression for trapezoidal fuzzy number data (Journal) Yu-Lin He, Cheng-Hao Wei, Hao Long, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang |
Journal: Applied Soft Computing, Publisher: Elsevier BV, |
| 2017 |
Comparative Analysis of Gaussian Process Regression Based Extreme Learning Machine (Journal) Jing Zhou, Rui Ying Liu, Xu Zhou, Rana Aamir Raza Ashfaq |
Journal: Journal of Software, Publisher: International Academy Publishing (IAP), |
| 2017 |
Fuzziness based semi-supervised learning approach for intrusion detection system (Journal) Rana Aamir Raza Ashfaq, Xi-Zhao Wang, Joshua Zhexue Huang, Haider Abbas, Yu-Lin He |
Journal: Information Sciences, Publisher: Elsevier BV, |
| 2017 |
Monotonic classification extreme learning machine (Journal) Hong Zhu, Eric C.C. Tsang, Xi-Zhao Wang, Rana Aamir Raza Ashfaq |
Journal: Neurocomputing, Publisher: Elsevier BV, |
| 2017 |
Comments on “Local coupled extreme learning machine” (Journal) Wan-guo Yu, Xu Zhou, Yu-lin He, Rana Aamir Raza Ashfaq |
Journal: Neural Computing and Applications, Publisher: Springer Science and Business Media LLC, |
| 2017 |
Impact of fuzziness categorization on divide and conquer strategy for instance selection (Journal) Rana Aamir Raza Ashfaq, Xi-Zhao Wang |
Journal: Journal of Intelligent & Fuzzy Systems, Publisher: SAGE Publications, |
| 2017 |
Extreme learning machine with fuzzy input and fuzzy output for fuzzy regression (Journal) Hai-tao Liu, Jing Wang, Yu-lin He, Rana Aamir Raza Ashfaq |
Journal: Neural Computing and Applications, Publisher: Springer Science and Business Media LLC, |
| 2017 |
Toward an efficient fuzziness based instance selection methodology for intrusion detection system (Journal) Rana Aamir Raza Ashfaq, Yu-lin He, De-gang Chen |
Journal: International Journal of Machine Learning and Cybernetics, Publisher: Springer Science and Business Media LLC, |
| 2017 |
A Novel Weighted Variational Model for Image Denoising (Journal) Md. Robiul Islam, Chen Xu, Yu Han, Rana Aamir Raza Ashfaq |
Journal: International Journal of Pattern Recognition and Artificial Intelligence, Publisher: World Scientific Pub Co Pte Lt, |
| 2016 |
An Improved Local Coupled Extreme Learning Machine (Journal) Chong Liu, Bing Qiang Wang, Xiao Lan Wang, Yu Lin He, Rana Aamir Raza Ashfaq |
Journal: Journal of Software, Publisher: International Academy Publishing (IAP), |
| 2016 |
Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification (Journal) Yulin He, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang, Xizhao Wang |
Journal: Lecture Notes in Computer Science, Publisher: Springer International Publishing, |
| 2016 |
Impact of Variances of Random Weights and Biases on Extreme Learning Machine (Journal) Xiao Tao, Xu Zhou, Yu Lin He, Rana Aamir Raza Ashfaq |
Journal: Journal of Software, Publisher: International Academy Publishing (IAP), |
| 2016 |
Forensic artifacts modeling for social media client applications to enhance investigatory learning mechanisms (Journal) Haider Abbas, Muhammad Yasin, Fahad Ahmed, Anam Sajid, Farrukh Aslam Khan, Rana Aamir Raza Ashfaq, Nur Al Hasan Haldar |
Journal: Journal of Intelligent & Fuzzy Systems, Publisher: SAGE Publications, |
| 2015 |
Fuzziness based sample categorization for classifier performance improvement (Journal) Xi-Zhao Wang, Rana Aamir Raza Ashfaq, Ai-Min Fu |
Journal: Journal of Intelligent & Fuzzy Systems, Publisher: SAGE Publications, |
| 2015 |
Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models (Journal) Yulin He, Joshua Zhexue Huang, Xizhao Wang, Rana Aamir Raza |
Journal: Lecture Notes in Computer Science, Publisher: Springer International Publishing, |
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