Haroon A. Babri

Publication Activity (10 Years)

Years Active: 1995-2021
Publications (10 Years): 6

Top Topics

Text Classification

Top Venues

Expert Syst. Appl.

Inf. Process. Manag.

Int. J. Mach. Learn. Cybern.

Publications

Muhammad Asim, Kashif Javed, Abdur Rehman, Haroon A. Babri
A new feature selection metric for text classification: eliminating the need for a separate pruning stage. Int. J. Mach. Learn. Cybern. 12 (9) (2021)
Abdul Mannan, Kashif Javed, Atta-ur-Rehman, Haroon A. Babri, Serosh Karim Noon
Classification of Degraded Traffic Signs Using Flexible Mixture Model and Transfer Learning. IEEE Access 7 (2019)
Abdur Rehman, Kashif Javed, Haroon A. Babri, Nabeel Asim
Selection of the most relevant terms based on a max-min ratio metric for text classification. Expert Syst. Appl. 114 (2018)
Abdur Rehman, Kashif Javed, Haroon A. Babri
Feature selection based on a normalized difference measure for text classification. Inf. Process. Manag. 53 (2) (2017)
Abdur Rehman, Kashif Javed, Haroon A. Babri, Mehreen Saeed
Relative discrimination criterion - A novel feature ranking method for text data. Expert Syst. Appl. 42 (7) (2015)
Kashif Javed, Sameen Maruf, Haroon A. Babri
A two-stage Markov blanket based feature selection algorithm for text classification. Neurocomputing 157 (2015)
Kashif Javed, Haroon A. Babri, Mehreen Saeed
Impact of a metric of association between two variables on performance of filters for binary data. Neurocomputing 143 (2014)
Abdul Mannan, Haroon A. Babri, Mehreen Saeed
Offline shape recognition using flexible DCT grid. Sci. Iran. 19 (6) (2012)
Onaiza Maqbool, Haroon A. Babri, Asim Karim, S. Mansoor Sarwar
Metarule-guided association rule mining for program understanding. IEE Proc. Softw. 152 (6) (2005)
Haroon A. Babri, Yan Qiu Chen, Kamran Ahsan
Back Propagation with Randomized Cost Function for Training Neural Networks. RSFDGrC (2003)
Xi Min Zhang, Yan Qiu Chen, Haroon A. Babri
Augmented TDNN for frequency and scale invariant sequence classification. Neurocomputing 50 (2003)
Guang-Bin Huang, Yan Qiu Chen, Haroon A. Babri
Classification ability of single hidden layer feedforward neural networks. IEEE Trans. Neural Networks Learn. Syst. 11 (3) (2000)
Guang-Bin Huang, Haroon A. Babri
) by multilayer feedforward networks and related problems". IEEE Trans. Neural Networks 9 (4) (1998)
T. Yin, Haroon A. Babri, Dinesh P. Mital
Sensitivity and attenuation compensated training of multilayered networks. Neural Parallel Sci. Comput. 6 (2) (1998)
Haroon A. Babri, Yan Qiu Chen, T. Yin
Improving backpropagation learning under limited precision. Pattern Recognit. Lett. 19 (11) (1998)
Guang-Bin Huang, Haroon A. Babri
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions. IEEE Trans. Neural Networks 9 (1) (1998)
Haroon A. Babri, A. C. Kot, T. Yin, H. S. Lim, H. Lim
A cost function constraint to reduce the convergence time in BP networks. Neural Parallel Sci. Comput. 6 (1) (1998)
Guang-Bin Huang, Haroon A. Babri, Hua-Tian Li
Ordering of Self-Organizing Maps in Multi-Dimensional Cases. Neural Comput. 10 (1) (1998)
Wee Leng Goh, Dinesh P. Mital, Haroon A. Babri
An artificial neural network approach to handwriting recognition. KES (1) (1997)
Haroon A. Babri, A. C. Kot, S. L. Tay, S. P. Ngian
Error-based constraints for efficient learning of pattern recognition problem. Pattern Recognit. Lett. 17 (12) (1996)
Haroon A. Babri, A. Ahad Osman Gani
Decision making using neural networks: an application to cross-cultural management. ICNN (1996)
Haroon A. Babri, Alex C. Kot, Hong Sair Lim, Hong Swee Lim
Causes and remedy of stability and convergence problems in back-propagation learning. Neural Parallel Sci. Comput. 3 (3) (1995)