Publications



Journals

  1. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid and Aun Irtaza. Stochastic Optimized Relevance Feedback Particle Swarm Optimization for Content Based Image Retrieval, The Scientific World Journal, Volume 2014, 2014. (ISI IF 1.219).
  2. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, Laplace Mutated Particle Swarm Optimization (LMPSO), Life Science Journal, Vol 11, No. 10, 292-299, 2014 (ISI IF .165)
  3. Muhammad Imran, Rathiah Hashim , Aun Irtaz , Azhar Mahmood, Umair Abdullah" Class wise image retrieval through scalable color descriptor and edge histogram descriptor, " International Journal of Advanced and Applied Sciences, 3(12) 2016, Pages: 32-36. (ISI Indexed)
  4. Raazia Anum, Muhammad Imran, Rathiah Hahsim , Azhar Mahmood, Saqib majeed," A Hybrid Particle Swarm Optimization(PSO) with Chi-Square and Stable Mutation Jump Strategy," International Journal of Advanced and Applied Sciences, 3(12) 2016, Pages: 49-54. (ISI Indexed)
  5. Noor Elaiza Abd Khalid, Muhammad Imran, Rathiah Hashim, Aun Irtaza, “Content Based Image Retrieval Through Particle Swarm Optimization And Support Vector Machine,” International Journal Of Academic Research, vol.6, No.6, 2014. (ISI Indexed)
  6. Qamar Abbas, Qamar Abbas, Farooq Ahmad, Muhammad Imran, "Variable Learning Rate Based Modification in Backpropagation Algorithm (Mbpa) of Artificial Neural Network For Data Classification," Science International 28(3),2369-2380 ,2016. (ISI Indexed)
  7. Farhan Sabir ujager, Azhar Mahmood, Shaheen Khatoon, Muhammad Imran, Umair Abdullah, "Evaluation of Wellness Detection Techniques Using Complex Activities Association for Smart Home Ambient" International Journal of Advanced Computer Science and Applications (IJACSA), Vol.7, No.8, Aug-2016 (accepted). (ISI Indexed)
  8. Baber Jahangir, Muhammad Imran, Shahina Rabeel1, Qamar abbas Ayyaz Hussain,"An Improved Pulmonary Nodule Detection Scheme Based On Multi-Layered Filtering And3D Distance metrics," International Journal of Advanced Computer Science and Applications (IJACSA), Vol.7, No.8, Aug-2016 (accepted). (ISI Indexed)
  9. Muhammad Imran, Rathiah Hashim, Aun Irtaza, Noor Elaiza Abd Khalid, CBIR Using Colour Layout Descriptor and Coiflets Wavelets, Journal of Basic and Applied Scientific Research. Vol.4, No. 5. 2014. (ISI Indexed).
  10. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, Novel Approach to Content Based Image Retrieval Using Evolutionary Computing, Research Journal of Applied Sciences, Engineering and Technology. (ISI Indexed).
  11. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, An Overview of Particle Swarm Optimization Variants, Procedia Engineering, Volume 53, 2013, Pages 491-496. (Scopus Indexed)
  12. Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid, “New Approach to Image Retrieval Based on Color Histogram,” Lecture Notes in Computer Science, Volume 7929, 2013, pp 453-462.( Scopus indexed)
  13. Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid, “Particle Swarm Optimization (PSO) Variants with Triangular Mutation,” Journal of Engineering and Technology, UTEM Malaysia 2013.
  14. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, “Content Based Image Retrieval Using Color Layout Descriptor and Generic Fourier Descriptor,” Lecture Notes in Electrical Engineering, Vol. 315. 2014. (Scopus Indexed).
  15. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, Color Histogram and First Order Statistics for Content Based Image Retrieval, Recent Advances on Soft Computing and Data Mining, volume 287, 153-162, Springer, 2014. (Scopus Indexed)
  16. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, Content Based Image Retrieval Using MPEG-7 and Histogram, Recent Advances on Soft Computing and Data Mining, volume 287, 453-465, Springer, 2014. (Scopus Indexed)

Conference Proceedings

  1. Raazia Anum, Muhammad Imran and Umair Abdullah " Enhancement of Particle Swarm Optimization using Stable Distribution," 2ND INTERNATIONAL CONGRESS ON TECHNOLOGY - ENGINEERING & SCIENCE, Malaysia, 2016.
  2. Zain Abbas Tahir, Muhammad Rizwan Rashid Rana, Madiha Hussian, Muhammad Imran, " An Automated Degree Recommender System for Students in PMAS-ARID University, Pakistan," 2ND INTERNATIONAL CONGRESS ON TECHNOLOGY - ENGINEERING & SCIENCE, Malaysia, 2016.
  3. Muhammad Imran, Hajira Jabeen, Mubashir Ahmad, Qamar Abbas,Waqas Bangyal, Qamar Abbas,” Opposition based PSO and mutation operators (OPSO with Power Mutation)”, 2nd International Conference on Education Technology and Computer (ICETC), 2010 China.
  4. Mubashir Ahmad, Muhammad Imran, Abdul Wahab “Management Issues in Software Development”, Proceedings of the 9th WSEAS international conference on Software engineering, parallel and distributed systems., 2010 United Kingdom.
  5. Muhammad Imran, Zahid Manzoor, Sajid Ali Qamar Abbas, “Modified Particle Swarm Optimization with Student T Mutation (STPSO),” International Conference on Computer Networks and Information Technology, 2011, Pakistan.
  6. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, “Opposition Based Particle Swarm Optimization with Student T Mutation (OSTPSO),” 4th conference on Data Mining and Optimization 2012.
  7. Muhammad Imran, Rathiah Hashim, Noor Elaiza Abd Khalid, “Segmentation-based Fractal Texture Analysis and Color Layout Descriptor for Content Based Image Retrieval,” 14th International Conference on Intelligent Systems Design and Applications, December 2014, Japan.