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1

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

Saeed, Mehreen, Javed, Kashif, Atique Babri, Haroon

Journal:

Year:

2013

Language:

english

File:

PDF, 699 KB

english, 2013

2

Relative discrimination criterion – A novel feature ranking method for text data

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

Journal:

Expert Systems with Applications

Year:

2015

Language:

english

File:

PDF, 1.76 MB

english, 2015

3

Feature selection based on a normalized difference measure for text classification

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

Journal:

Information Processing & Management

Year:

2017

Language:

english

File:

PDF, 2.82 MB

english, 2017

4

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

Mannan, Abdul, Javed, Kashif, Ur Rehman, Atta, Babri, Haroon A., Noon, Serosh K.

Journal:

Year:

2019

Language:

english

File:

PDF, 1.47 MB

english, 2019

5

Augmented TDNN for frequency and scale invariant sequence classification

Xi Min Zhang, Yan Qiu Chen, Haroon A Babri

Journal:

Year:

2003

Language:

english

File:

PDF, 396 KB

english, 2003

6

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

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

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2012

Language:

english

File:

PDF, 2.02 MB

english, 2012

7

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

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

Journal:

Knowledge and Information Systems

Year:

2014

Language:

english

File:

PDF, 755 KB

english, 2014

8

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

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

Journal:

Year:

2014

Language:

english

File:

PDF, 743 KB

english, 2014

9

[IEEE 2009 Third International Conference on Electrical Engineering (ICEE) - Lahore, Pakistan (2009.04.9-2009.04.11)] 2009 Third International Conference on Electrical Engineering - Categorizing WSN's sensory data using Self Organizing Maps

Mannan, Abdul, Babri, Haroon A.

Year:

2009

Language:

english

File:

PDF, 4.39 MB

english, 2009

10

[IEEE 2009 Third International Conference on Electrical Engineering (ICEE) - Lahore, Pakistan (2009.04.9-2009.04.11)] 2009 Third International Conference on Electrical Engineering - Genetic code based fractals generation

Sheikh, Hafiz Fahad, Babri, Haroon Atique, Ahmad, Masood

Year:

2009

Language:

english

File:

PDF, 11.49 MB

english, 2009

11

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks

Saeed, Mehreen, Babri, Haroon

Year:

2008

Language:

english

File:

PDF, 258 KB

english, 2008

12

[IEEE 2008 Second International Conference on Electrical Engineering (ICEE) - Lahore, Pakistan (2008.03.25-2008.03.26)] 2008 Second International Conference on Electrical Engineering - The behavior of k-Means: An empirical study

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

Year:

2008

Language:

english

File:

PDF, 954 KB

english, 2008

13

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

Javed, Kashif, Maruf, Sameen, Babri, Haroon A.

Journal:

Year:

2015

Language:

english

File:

PDF, 677 KB

english, 2015

14

Ordering of Self-Organizing Maps in Multidimensional Cases

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

Journal:

Neural Computation

Year:

1998

Language:

english

File:

PDF, 154 KB

english, 1998

15

Improving Text Classification Performance with Random Forests-Based Feature Selection

Maruf, Sameen, Javed, Kashif, Babri, Haroon A.

Journal:

Arabian Journal for Science and Engineering

Year:

2016

File:

PDF, 17 KB

2016

16

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

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

Journal:

Expert Systems with Applications

Year:

2018

Language:

english

File:

PDF, 7.45 MB

english, 2018

17

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

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

Journal:

Journal of Intelligent & Fuzzy Systems

Year:

2018

Language:

english

File:

PDF, 807 KB

english, 2018