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)

Decision making using neural networks: an application to cross-cultural management. - Haroon A. Babri; A. Ahad Osman Gani (ICNN, 1996)

Deep feedforward networks: application to pattern recognition. - Haroon Atique Babri; Yin Tong (ICNN, 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)

An artificial neural network approach to handwriting recognition. - Wee Leng Goh; Dinesh P. Mital; Haroon A. Babri (KES (1), 1997)

Ordering of Self-Organizing Maps in Multi-Dimensional Cases. - Guang-Bin Huang; Haroon A. Babri; Hua-Tian Li (Neural 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)

Sensitivity and attenuation compensated training of multilayered networks. - T. Yin; Haroon A. Babri; Dinesh P. Mital (Neural Parallel Sci. Comput., 1998)

Improving backpropagation learning under limited precision. - Haroon A. Babri; Yan Qiu Chen; T. Yin (Pattern Recognit. Lett., 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)

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)

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)

Software Clustering Techniques and the Use of Combined Algorithm. - Mehreen Saeed; Onaiza Maqbool; Haroon Atique Babri; Syed Zahoor Hassan; S. Mansoor Sarwar (CSMR, 2003)

Back Propagation with Randomized Cost Function for Training Neural Networks. - Haroon A. Babri; Yan Qiu Chen; Kamran Ahsan (RSFDGrC, 2003)

Augmented TDNN for frequency and scale invariant sequence classification. - Xi Min Zhang; Yan Qiu Chen; Haroon A. Babri (Neurocomputing, 2003)

The Weighted Combined Algorithm: A Linkage Algorithm for Software Clustering. - Onaiza Maqbool; Haroon Atique Babri (CSMR, 2004)

Metarule-guided association rule mining for program understanding. - Onaiza Maqbool; Haroon A. Babri; Asim Karim; S. Mansoor Sarwar (IEE Proc. Softw., 2005)

Automated software clustering: An insight using cluster labels. - Onaiza Maqbool; Haroon Atique Babri (J. Syst. Softw., 2006)

Hierarchical Clustering for Software Architecture Recovery. - Onaiza Maqbool; Haroon Atique Babri (IEEE Trans. Software Eng., 2007)

Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks. - Mehreen Saeed; Haroon Atique Babri (IJCNN, 2008)

Offline shape recognition using flexible DCT grid. - Abdul Mannan; Haroon A. Babri; Mehreen Saeed (Sci. Iran., 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)

Machine learning using Bernoulli mixture models: Clustering, rule extraction and dimensionality reduction. - Mehreen Saeed; Kashif Javed; Haroon Atique Babri (Neurocomputing, 2013)

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)

The correctness problem: evaluating the ordering of binary features in rankings. - Kashif Javed; Mehreen Saeed; Haroon Atique Babri (Knowl. Inf. Syst., 2014)

Relative discrimination criterion - A novel feature ranking method for text data. - Abdur Rehman; Kashif Javed; Haroon A. Babri; Mehreen Saeed (Expert Syst. Appl., 2015)

A two-stage Markov blanket based feature selection algorithm for text classification. - Kashif Javed; Sameen Maruf; Haroon A. Babri (Neurocomputing, 2015)

Feature selection based on a normalized difference measure for text classification. - Abdur Rehman; Kashif Javed; Haroon A. Babri (Inf. Process. Manag., 2017)

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)

Classification of Degraded Traffic Signs Using Flexible Mixture Model and Transfer Learning. - Abdul Mannan; Kashif Javed; Ata ur-Rehman; Haroon A. Babri; Serosh Karim Noon (IEEE Access, 2019)

Optimized segmentation and multiscale emphasized feature extraction for traffic sign detection and recognition. - Abdul Mannan; Kashif Javed; Ata ur-Rehman; Serosh Karim Noon; Haroon Atique Babri (J. Intell. Fuzzy Syst., 2019)

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)

A new feature selection metric for text classification: eliminating the need for a separate pruning stage. - Muhammad Nabeel Asim; Kashif Javed; Abdur Rehman; Haroon A. Babri (Int. J. Mach. Learn. Cybern., 2021)