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Muhammad Iqbal
Muhammad Iqbal
Higher Colleges of Technology, United Arab Emirates
Verified email at hct.ac.ae - Homepage
Title
Cited by
Cited by
Year
Reusing building blocks of extracted knowledge to solve complex, large-scale boolean problems
M Iqbal, WN Browne, M Zhang
IEEE Transactions on Evolutionary Computation 18 (4), 465-480, 2013
1542013
Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification
M Iqbal, B Xue, H Al-Sahaf, M Zhang
IEEE Transactions on Evolutionary Computation, 1-19, 2017
1152017
DeepShip: An underwater acoustic benchmark dataset and a separable convolution based autoencoder for classification
M Irfan, Z Jiangbin, S Ali, M Iqbal, Z Masood, U Hamid
Expert Systems with Applications 183, 115270, 2021
1042021
Sentiment analysis and spam detection in short informal text using learning classifier systems
MH Arif, J  Li, M  Iqbal, K  Liu
Soft Computing, 1-11, 2017
872017
XCSR with Computed Continuous Action
M Iqbal, WN Browne, M Zhang
AI 2012: Advances in Artificial Intelligence, 350-361, 2012
392012
Evolving Optimum Populations with XCS Classifier Systems
M Iqbal, WN Browne, M Zhang
Soft Computing 17 (3), 503-518, 2013
382013
Extracting and using building blocks of knowledge in learning classifier systems
M Iqbal, WN Browne, M Zhang
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
372012
Extending learning classifier system with cyclic graphs for scalability on complex, large-scale boolean problems
M Iqbal, WN Browne, M Zhang
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
342013
A Novel Lifelong Learning Model Based on Cross Domain Knowledge Extraction and Transfer to Classify Underwater Images
M Irfan, J Zheng, M Iqbal, M Hassan Arif
Information Sciences 552 (2021), 80-101, 2020
292020
Learning Feature Fusion Strategies for Various Image Types to Detect Salient Objects
M Iqbal, SS Naqvi, WN Browne, C Hollitt, M Zhang
Pattern Recognition 60 (2016), 106-120, 2016
262016
Knowledge Extraction and Retention Based Continual Learning by Using Convolutional Autoencoder-based Learning Classifier System
M Irfan, Z Jiangbin, M Iqbal, Z Masood, M Hassan Arif
Information Sciences 591 (April 2022), 287-305, 2022
242022
Brain inspired lifelong learning model based on neural based learning classifier system for underwater data classification
M Irfan, Z Jiangbin, M Iqbal, Z Masood, MH Arif, SR ul Hassan
Expert Systems with Applications 186, 115798, 2021
202021
Evolutionary algorithms for classification of mammographie densities using local binary patterns and statistical features
F Burling-Claridge, M Iqbal, M Zhang
CEC, 3847-3854, 2016
192016
Reusing Extracted Knowledge in Genetic Programming to Solve Complex Texture Image Classification Problems
M Iqbal, B Xue, M Zhang
PAKDD 2, 117-129, 2016
192016
Salient Object Detection using Learning Classifier Systems that Compute Action Mappings
M Iqbal, SS Naqvi, WN Browne, C Hollitt, M Zhang
GECCO, 525-532, 2014
182014
Enhancing Learning Classifier Systems Through a Convolutional Autoencoder to Classify Underwater Images
M Irfan, Z Jiangbin, M Iqbal, M Hassan Arif
Soft Computing, https://doi.org/10.1007/s00500-021-05738, 2021
172021
Extending XCS with cyclic graphs for scalability on complex Boolean problems
M Iqbal, WN Browne, M Zhang
Evolutionary computation 25 (2), 173-204, 2017
162017
Improving classification on images by extracting and transferring knowledge in genetic programming
M Iqbal, M Zhang, B Xue
CEC, 3582-3589, 2016
162016
Genetic programming with transfer learning for texture image classification
M Iqbal, AS Harith, X Bing, Z Mengie
Soft Computing, 2019
152019
Learning complex, overlapping and niche imbalance Boolean problems using XCS-based classifier systems
M Iqbal, WN Browne, M Zhang
evolutionary Intelligence 6, 73-91, 2013
152013
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