Haroon Atique Babri

According to our database, Haroon Atique Babri authored at least 33 papers between 1995 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A new feature selection metric for text classification: eliminating the need for a separate pruning stage.

Muhammad Asim, Kashif Javed, Abdur Rehman, Haroon A. Babri

Int. J. Mach. Learn. Cybern., 2021

Driver activity recognition by learning spatiotemporal features of pose and human object interaction.

Humza Naveed, Fareed Jafri, Kashif Javed, Haroon Atique Babri

J. Vis. Commun. Image Represent., 2021

2019

Optimized segmentation and multiscale emphasized feature extraction for traffic sign detection and recognition.

Abdul Mannan, Kashif Javed, Atta-ur-Rehman, Serosh Karim Noon, Haroon Atique Babri

J. Intell. Fuzzy Syst., 2019

Classification of Degraded Traffic Signs Using Flexible Mixture Model and Transfer Learning.

Abdul Mannan, Kashif Javed, Atta-ur-Rehman, Haroon A. Babri, Serosh Karim Noon

IEEE Access, 2019

2018

Selection of the most relevant terms based on a max-min ratio metric for text classification.

Abdur Rehman, Kashif Javed, Haroon A. Babri, Muhammad Nabeel Asim

Expert Syst. Appl., 2018

2017

Feature selection based on a normalized difference measure for text classification.

Abdur Rehman, Kashif Javed, Haroon A. Babri

Inf. Process. Manag., 2017

2015

A two-stage Markov blanket based feature selection algorithm for text classification.

Kashif Javed, Sameen Maruf, Haroon A. Babri

Neurocomputing, 2015

Relative discrimination criterion - A novel feature ranking method for text data.

Abdur Rehman, Kashif Javed, Haroon A. Babri, Mehreen Saeed

Expert Syst. Appl., 2015

2014

The correctness problem: evaluating the ordering of binary features in rankings.

Kashif Javed, Mehreen Saeed, Haroon Atique Babri

Knowl. Inf. Syst., 2014

Impact of a metric of association between two variables on performance of filters for binary data.

Kashif Javed, Haroon A. Babri, Mehreen Saeed

Neurocomputing, 2014

2013

Machine learning using Bernoulli mixture models: Clustering, rule extraction and dimensionality reduction.

Mehreen Saeed, Kashif Javed, Haroon Atique Babri

Neurocomputing, 2013

2012

Feature Selection Based on Class-Dependent Densities for High-Dimensional Binary Data.

Kashif Javed, Haroon Atique Babri, Mehreen Saeed

IEEE Trans. Knowl. Data Eng., 2012

Offline shape recognition using flexible DCT grid.

Abdul Mannan, Haroon A. Babri, Mehreen Saeed

Sci. Iran., 2012

2008

Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks.

Mehreen Saeed, Haroon Atique Babri

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Hierarchical Clustering for Software Architecture Recovery.

Onaiza Maqbool, Haroon Atique Babri

IEEE Trans. Software Eng., 2007

2006

Automated software clustering: An insight using cluster labels.

Onaiza Maqbool, Haroon Atique Babri

J. Syst. Softw., 2006

2005

Metarule-guided association rule mining for program understanding.

Onaiza Maqbool, Haroon A. Babri, Asim Karim, S. Mansoor Sarwar

IEE Proc. Softw., 2005

2004

The Weighted Combined Algorithm: A Linkage Algorithm for Software Clustering.

Onaiza Maqbool, Haroon Atique Babri

Proceedings of the 8th European Conference on Software Maintenance and Reengineering (CSMR 2004), 2004

2003

Augmented TDNN for frequency and scale invariant sequence classification.

Xi Min Zhang, Yan Qiu Chen, Haroon A. Babri

Neurocomputing, 2003

Back Propagation with Randomized Cost Function for Training Neural Networks.

Haroon A. Babri, Yan Qiu Chen, Kamran Ahsan

Proceedings of the Rough Sets, 2003

Software Clustering Techniques and the Use of Combined Algorithm.

Mehreen Saeed, Onaiza Maqbool, Haroon Atique Babri, Syed Zahoor Hassan, S. Mansoor Sarwar

Proceedings of the 7th European Conference on Software Maintenance and Reengineering (CSMR 2003), 2003

2000

Classification ability of single hidden layer feedforward neural networks.

Guang-Bin Huang, Yan Qiu Chen, Haroon A. Babri

IEEE Trans. Neural Networks Learn. Syst., 2000

1998

Comments on "Approximation capability in C(Rⁿ) by multilayer feedforward networks and related problems".

Guang-Bin Huang, Haroon A. Babri

IEEE Trans. Neural Networks, 1998

Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions.

Guang-Bin Huang, Haroon A. Babri

IEEE Trans. Neural Networks, 1998

Improving backpropagation learning under limited precision.

Haroon A. Babri, Yan Qiu Chen, T. Yin

Pattern Recognit. Lett., 1998

Sensitivity and attenuation compensated training of multilayered networks.

T. Yin, Haroon A. Babri, Dinesh P. Mital

Neural Parallel Sci. Comput., 1998

A cost function constraint to reduce the convergence time in BP networks.

Haroon A. Babri, A. C. Kot, T. Yin, H. S. Lim, H. Lim

Neural Parallel Sci. Comput., 1998

Ordering of Self-Organizing Maps in Multi-Dimensional Cases.

Guang-Bin Huang, Haroon A. Babri, Hua-Tian Li

Neural Comput., 1998

1997

An artificial neural network approach to handwriting recognition.

Wee Leng Goh, Dinesh P. Mital, Haroon A. Babri

Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1997

1996

Error-based constraints for efficient learning of pattern recognition problem.

Haroon A. Babri, A. C. Kot, S. L. Tay, S. P. Ngian

Pattern Recognit. Lett., 1996

Deep feedforward networks: application to pattern recognition.

Haroon Atique Babri, Yin Tong

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Decision making using neural networks: an application to cross-cultural management.

Haroon A. Babri, A. Ahad Osman Gani

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Causes and remedy of stability and convergence problems in back-propagation learning.

Haroon A. Babri, Alex C. Kot, Hong Sair Lim, Hong Swee Lim

Neural Parallel Sci. Comput., 1995