Dr.Adnan Idris
Personal Information
Research Area
Dr.Adnan Idris
Assistant Professor
Data Mining
+92 5824-960001
Degree From To Major Institute/University
Ph.D. 2010 2014 Computer Science Pakistan Institute of Engineering & Applied Sciences (PIEAS), Islamabad
MS 2004 2006 Computer System Engineering Ghulam Ishaq Khan Institute, Topi, Khyber Pakhtunkhwa, Pakistan
M.S.E 1999 2002 Software Engineering COMSATS Institute of IT, Islamabad, Pakistan
Designation Orgnization From To
Assistant Professor University of Azad Jammu & Kashmir, Muzaffarabad/The University of Poonch Raealakot April,2008 Till Date
Lecturer University of Azad Jammu & Kashmir, Muzaffarabad October,2002 May,2007
Research Projects
Title Description Sponsoring agency Amount
Development of an efficient Churn Prediction System for Telecom Industry The Research Project will result customer churn prediction system for the local industry National Research Program for Universities(NRPU) - HEC Rs.1,841,934/-
Upgradation of project lab: Enhancing the Computational Facilities at Department of Computer Science The Project strengthened the Lab facility in DSCIT, with improved number of PCs and Multimedia projectors HEC- Academics Division Rs.922,974/-
Capacity Institute/University
Assistant Professor The University of Poonch, Rawalakot
KM Asim, A Idris, F Martínez­Álvarez, T Iqbal, "Short Term Earthquake Prediction in Hindukush Region Using Tree Based Ensemble Learning", 14th International Conference on Frontiers of  Information Technology(FIT),2016
A ul ­Haq, A Idris, A M Mirza, S Qamar, "A Structural Similarity based Image Fusion  Algorithm for Night Vision Applications", 12th International Workshop on Systems, Signals  and Image Processing (IWSSIP)
R Chamlawi, A Khan, A Idris, Z Munir, "A secure semi fragile watermarking scheme for authentication and recovery of images based on wavelet transform",World  Academy of Science, Engineering and Technology 23, 49­53
A Idris, A Khan, "Ensemble based efficient churn prediction model  for telecom",12th International Confrence on  Frontiers of Information Technology (FIT), 2014 
A Idris, A Khan "Churn prediction system for telecom using filter–wrapper and ensemble classification", The Computer Journal, bxv123
MA Iftikhar, A Idris, "An ensemble classification approach for automated diagnosis of Alzheimer's disease and mild cognitive impairment", 2016 International Conference on Open Source Systems & Technologies (ICOSST), 
A Idris, A Khan,"Customer churn prediction for telecommunication: Employing various features selection techniques and tree based ensemble classifiers",15th International Multitopic Conference (INMIC) 2012, 23-27
A Idris, A Khan, YS Lee, "Genetic programming and adaboosting based churn prediction for telecom", IEEE International Conference on Systems, Man, and Cybernetics (SMC)2012, Seoml South Korea
A Idris, A Khan, YS Lee, "Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification",Applied intelligence, 2013 - Springer
A Idris, M Rizwan, A Khan,"Churn prediction in telecom using Random Forest and PSO based data balancing in combination with various feature selection strategies", Computers & Electrical Engineering, 38(6), 1808-1819
R Chamlawi, A Khan, A Idris,"Wavelet based image authentication and recovery", Journal of Computer Science and Technology 22(6), 795-804