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ORCIDHaroon Atique Babri
2020 – today
- 2021
[j26]Humza Naveed
, Fareed Jafri, Kashif Javed, Haroon Atique Babri:
Driver activity recognition by learning spatiotemporal features of pose and human object interaction. J. Vis. Commun. Image Represent. 77: 103135 (2021)- [j25]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): 2461-2478 (2021)
2010 – 2019
- 2019
- [j24]Abdul Mannan, Kashif Javed, Ata ur-Rehman, Haroon A. Babri, Serosh Karim Noon:
Classification of Degraded Traffic Signs Using Flexible Mixture Model and Transfer Learning. IEEE Access 7: 148800-148813 (2019) - [j23]Abdul Mannan, Kashif Javed, Ata ur-Rehman, Serosh Karim Noon, Haroon Atique Babri:
Optimized segmentation and multiscale emphasized feature extraction for traffic sign detection and recognition. J. Intell. Fuzzy Syst. 36(1): 173-188 (2019) - 2018
- [j22]Abdur Rehman, Kashif Javed, Haroon A. Babri, Muhammad Nabeel Asim:
Selection of the most relevant terms based on a max-min ratio metric for text classification. Expert Syst. Appl. 114: 78-96 (2018) - 2017
- [j21]Abdur Rehman, Kashif Javed, Haroon A. Babri:
Feature selection based on a normalized difference measure for text classification. Inf. Process. Manag. 53(2): 473-489 (2017) - 2015
- [j20]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): 3670-3681 (2015) - [j19]Kashif Javed, Sameen Maruf, Haroon A. Babri:
A two-stage Markov blanket based feature selection algorithm for text classification. Neurocomputing 157: 91-104 (2015) - 2014
- [j18]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: 248-260 (2014) - [j17]Kashif Javed, Mehreen Saeed, Haroon Atique Babri:
The correctness problem: evaluating the ordering of binary features in rankings. Knowl. Inf. Syst. 39(3): 543-563 (2014) - 2013
- [j16]Mehreen Saeed, Kashif Javed, Haroon Atique Babri:
Machine learning using Bernoulli mixture models: Clustering, rule extraction and dimensionality reduction. Neurocomputing 119: 366-374 (2013) - 2012
- [j15]Abdul Mannan, Haroon A. Babri, Mehreen Saeed:
Offline shape recognition using flexible DCT grid. Sci. Iran. 19(6): 1722-1730 (2012) - [j14]Kashif Javed, Haroon Atique Babri, Mehreen Saeed:
Feature Selection Based on Class-Dependent Densities for High-Dimensional Binary Data. IEEE Trans. Knowl. Data Eng. 24(3): 465-477 (2012)
2000 – 2009
- 2008
- [c7]Mehreen Saeed, Haroon Atique Babri:
Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks. IJCNN 2008: 2169-2175 - 2007
- [j13]Onaiza Maqbool, Haroon Atique Babri:
Hierarchical Clustering for Software Architecture Recovery. IEEE Trans. Software Eng. 33(11): 759-780 (2007) - 2006
- [j12]Onaiza Maqbool, Haroon Atique Babri:
Automated software clustering: An insight using cluster labels. J. Syst. Softw. 79(11): 1632-1648 (2006) - 2005
- [j11]Onaiza Maqbool, Haroon A. Babri, Asim Karim, S. Mansoor Sarwar:
Metarule-guided association rule mining for program understanding. IEE Proc. Softw. 152(6): 281-296 (2005) - 2004
- [c6]Onaiza Maqbool, Haroon Atique Babri:
The Weighted Combined Algorithm: A Linkage Algorithm for Software Clustering. CSMR 2004: 15-24 - 2003
- [j10]Xi Min Zhang, Yan Qiu Chen, Haroon A. Babri:
Augmented TDNN for frequency and scale invariant sequence classification. Neurocomputing 50: 1-16 (2003) - [c5]Mehreen Saeed, Onaiza Maqbool, Haroon Atique Babri, Syed Zahoor Hassan, S. Mansoor Sarwar:
Software Clustering Techniques and the Use of Combined Algorithm. CSMR 2003: 301-306 - [c4]Haroon A. Babri, Yan Qiu Chen, Kamran Ahsan:
Back Propagation with Randomized Cost Function for Training Neural Networks. RSFDGrC 2003: 471-475 - 2000
- [j9]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): 799-801 (2000)
1990 – 1999
- 1998
- [j8]Guang-Bin Huang, Haroon A. Babri, Hua-Tian Li:
Ordering of Self-Organizing Maps in Multi-Dimensional Cases. Neural Comput. 10(1): 19-24 (1998) - [j7]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): 109-120 (1998) - [j6]T. Yin, Haroon A. Babri, Dinesh P. Mital:
Sensitivity and attenuation compensated training of multilayered networks. Neural Parallel Sci. Comput. 6(2): 199-216 (1998) - [j5]Haroon A. Babri, Yan Qiu Chen, T. Yin:
Improving backpropagation learning under limited precision. Pattern Recognit. Lett. 19(11): 1007-1016 (1998) - [j4]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): 224-229 (1998) - [j3]Guang-Bin Huang, Haroon A. Babri:
Comments on "Approximation capability in C(Rn) by multilayer feedforward networks and related problems". IEEE Trans. Neural Networks 9(4): 714-715 (1998) - 1997
- [c3]Wee Leng Goh, Dinesh P. Mital, Haroon A. Babri:
An artificial neural network approach to handwriting recognition. KES (1) 1997: 132-136 - 1996
- [j2]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): 1239-1245 (1996) - [c2]Haroon Atique Babri, Yin Tong:
Deep feedforward networks: application to pattern recognition. ICNN 1996: 1422-1426 - [c1]Haroon A. Babri, A. Ahad Osman Gani:
Decision making using neural networks: an application to cross-cultural management. ICNN 1996: 2060-2065 - 1995
- [j1]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): 357-368 (1995)
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