Rana Aamir Raza Ashfaq

19 papers Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
IDS-FRNN: an intrusion detection system with optimized fuzziness-based sample selection technique.
Neural Comput. Appl.
Saadia Ajmal, Rana Aamir Raza Ashfaq, Asad Raza, Abdul Rauf
2023 J jnl
Uncertainty Based Optimal Sample Selection for Big Data.
IEEE Access
Saadia Ajmal, Rana Aamir Raza Ashfaq, Kashif Saleem
2018 J jnl
An initial study on the rank of input matrix for extreme learning machine.
Int. J. Mach. Learn. Cybern.
Xingmin Zhao, Weipeng Cao, Hongyu Zhu, Zhong Ming, Rana Aamir Raza Ashfaq
2018 J jnl
Further improvements on extreme learning machine for interval neural network.
Neural Comput. Appl.
Li-fen Yang, Chong Liu, Hao Long, Rana Aamir Raza Ashfaq, Yu-Lin He
2018 J jnl
Impact of Different Random Initializations on Generalization Performance of Extreme Learning Machine.
J. Comput.
Xiaofang Zhang, Xiaoli Lin, Rana Aamir Raza Ashfaq
2018 J jnl
Random weight network-based fuzzy nonlinear regression for trapezoidal fuzzy number data.
Appl. Soft Comput.
Yu-Lin He, Chenghao Wei, Hao Long, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang
2017 J jnl
A Novel Weighted Variational Model for Image Denoising.
Int. J. Pattern Recognit. Artif. Intell.
Md. Robiul Islam, Chen Xu, Yu Han, Rana Aamir Raza Ashfaq
2017 J jnl
Comments on "Local coupled extreme learning machine".
Neural Comput. Appl.
Wan-Guo Yu, Xu Zhou, Yu-Lin He, Rana Aamir Raza Ashfaq
2017 J jnl
Comparative Analysis of Gaussian Process Regression Based Extreme Learning Machine.
J. Softw.
Jing Zhou, Rui Ying Liu, Xu Zhou, Rana Aamir Raza Ashfaq
2017 J jnl
Extreme learning machine with fuzzy input and fuzzy output for fuzzy regression.
Neural Comput. Appl.
Hai-Tao Liu, Jing Wang, Yu-Lin He, Rana Aamir Raza Ashfaq
2017 J jnl
Fuzziness based semi-supervised learning approach for intrusion detection system.
Inf. Sci.
Rana Aamir Raza Ashfaq, Xi-Zhao Wang, Joshua Zhexue Huang, Haider Abbas, Yu-Lin He
2017 J jnl
Impact of fuzziness categorization on divide and conquer strategy for instance selection.
J. Intell. Fuzzy Syst.
Rana Aamir Raza Ashfaq, Xi-Zhao Wang
2017 J jnl
Monotonic classification extreme learning machine.
Neurocomputing
Hong Zhu, Eric C. C. Tsang, Xi-Zhao Wang, Rana Aamir Raza Ashfaq
2017 J jnl
Toward an efficient fuzziness based instance selection methodology for intrusion detection system.
Int. J. Mach. Learn. Cybern.
Rana Aamir Raza Ashfaq, Yu-Lin He, De-gang Chen
2016 J jnl
An Improved Local Coupled Extreme Learning Machine.
J. Softw.
Chong Liu, Bing-Qiang Wang, Xiao-Lan Wang, Yu-Lin He, Rana Aamir Raza Ashfaq
2016 J jnl
Forensic artifacts modeling for social media client applications to enhance investigatory learning mechanisms.
J. Intell. Fuzzy Syst.
Haider Abbas, Muhammad Yasin, Fahad Ahmed, Anam Sajid, Farrukh Aslam Khan, Rana Aamir Raza Ashfaq, Nur Al Hasan Haldar
2016 — conf
Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification.
PAKDD Workshops
Yu-Lin He, Rana Aamir Raza Ashfaq, Joshua Zhexue Huang, Xizhao Wang
2016 J jnl
Impact of Variances of Random Weights and Biases on Extreme Learning Machine.
J. Softw.
Xiao Tao, Xu Zhou, Yu-Lin He, Rana Aamir Raza Ashfaq
2015 J jnl
Fuzziness based sample categorization for classifier performance improvement.
J. Intell. Fuzzy Syst.
Xi-Zhao Wang, Rana Aamir Raza Ashfaq, Ai-Min Fu