Haroon A. Babri

22 papers Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2021 J jnl
A new feature selection metric for text classification: eliminating the need for a separate pruning stage.
Int. J. Mach. Learn. Cybern.
Muhammad Nabeel Asim, Kashif Javed, Abdur Rehman, Haroon A. Babri
2019 J jnl
Classification of Degraded Traffic Signs Using Flexible Mixture Model and Transfer Learning.
IEEE Access
Abdul Mannan, Kashif Javed, Ata ur-Rehman, Haroon A. Babri, Serosh Karim Noon
2018 J jnl
Selection of the most relevant terms based on a max-min ratio metric for text classification.
Expert Syst. Appl.
Abdur Rehman, Kashif Javed, Haroon A. Babri, Muhammad Nabeel Asim
2017 J jnl
Feature selection based on a normalized difference measure for text classification.
Inf. Process. Manag.
Abdur Rehman, Kashif Javed, Haroon A. Babri
2015 J jnl
A two-stage Markov blanket based feature selection algorithm for text classification.
Neurocomputing
Kashif Javed, Sameen Maruf, Haroon A. Babri
2015 J jnl
Relative discrimination criterion - A novel feature ranking method for text data.
Expert Syst. Appl.
Abdur Rehman, Kashif Javed, Haroon A. Babri, Mehreen Saeed
2014 J jnl
Impact of a metric of association between two variables on performance of filters for binary data.
Neurocomputing
Kashif Javed, Haroon A. Babri, Mehreen Saeed
2012 J jnl
Offline shape recognition using flexible DCT grid.
Sci. Iran.
Abdul Mannan, Haroon A. Babri, Mehreen Saeed
2005 J jnl
Metarule-guided association rule mining for program understanding.
IEE Proc. Softw.
Onaiza Maqbool, Haroon A. Babri, Asim Karim, S. Mansoor Sarwar
2003 J jnl
Augmented TDNN for frequency and scale invariant sequence classification.
Neurocomputing
Xi Min Zhang, Yan Qiu Chen, Haroon A. Babri
2003 — conf
Back Propagation with Randomized Cost Function for Training Neural Networks.
RSFDGrC
Haroon A. Babri, Yan Qiu Chen, Kamran Ahsan
2000 J jnl
Classification ability of single hidden layer feedforward neural networks.
IEEE Trans. Neural Networks Learn. Syst.
Guang-Bin Huang, Yan Qiu Chen, Haroon A. Babri
1998 J jnl
A cost function constraint to reduce the convergence time in BP networks.
Neural Parallel Sci. Comput.
Haroon A. Babri, A. C. Kot, T. Yin, H. S. Lim, H. Lim
1998 J jnl
Comments on "Approximation capability in C(R
IEEE Trans. Neural Networks
Guang-Bin Huang, Haroon A. Babri
1998 J jnl
Improving backpropagation learning under limited precision.
Pattern Recognit. Lett.
Haroon A. Babri, Yan Qiu Chen, T. Yin
1998 J jnl
Ordering of Self-Organizing Maps in Multi-Dimensional Cases.
Neural Comput.
Guang-Bin Huang, Haroon A. Babri, Hua-Tian Li
1998 J jnl
Sensitivity and attenuation compensated training of multilayered networks.
Neural Parallel Sci. Comput.
T. Yin, Haroon A. Babri, Dinesh P. Mital
1998 J jnl
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions.
IEEE Trans. Neural Networks
Guang-Bin Huang, Haroon A. Babri
1997 — conf
An artificial neural network approach to handwriting recognition.
KES (1)
Wee Leng Goh, Dinesh P. Mital, Haroon A. Babri
1996 — conf
Decision making using neural networks: an application to cross-cultural management.
ICNN
Haroon A. Babri, A. Ahad Osman Gani
1996 J jnl
Error-based constraints for efficient learning of pattern recognition problem.
Pattern Recognit. Lett.
Haroon A. Babri, A. C. Kot, S. L. Tay, S. P. Ngian
1995 J jnl
Causes and remedy of stability and convergence problems in back-propagation learning.
Neural Parallel Sci. Comput.
Haroon A. Babri, Alex C. Kot, Hong Sair Lim, Hong Swee Lim