Summary
I have been serving in higher education sector since 2002. I earned software engineering degree from COMSATS Institute of Information Technology and MS from GIK Institute of Engineering Sciences & Technology Topi. Later i completed my PhD from Pakistan Institute of Engineering & Applied Science Islamabad. During the service tenure of nineteen years, I have served as Chairman Department, Director QEC and Registrar University. In addition, i have research interests in the field of computational intelligence based applications such as customer churn prediction, bioinformatics, earthquake prediction, medical image classification.
Academic Background
PhD
(Computer Sciences) Pakistan Institute of Engineering and Applied Sciences (PIEAS)
November 23, 2009 - December 15, 2015
Honours and Awards
Publications
Theoretical analysis of Reiner-Philippoff fluid flow in two layers due to metachronal propulsion: Subject to surrounding temperature
January 01, 2024
Muhammad Bilal Arain, Adnan Idris, Sidra Saheen, Taseer Muhammad, Junhui Hu,
Case Studies in Thermal Engineering - Volume 53, Article Number 103789
Optimum profit-driven churn decision making: innovative artificial neural networks in telecom industry
September 01, 2020
Ruholla Jafari-Marandi, Joshua Denton, University of Poonch, Brian K Smith, Abbas Keramati,
Neural Computing and Applications - Volume 32, Issue 18, Pages 14929-14962
Text and phone calls: user behaviour and dual-channel communication prediction
March 30, 2020
Shamaila Hayat , Aimel Rextin, Adnan Idris, Mehwish Naseem,
Human-centric Computing and Information Sciences - Volume 10, Issue 1, Article Number 11
MD-LBP: An efficient computational model for protein subcellular localization from hela cell lines using SVM
March 01, 2020
Muhammad Tahir, Adnan Idris,
Current Bioinformatics - Volume 15, Issue 3, Pages 204-211
Detecting brain tumor using machines learning techniques based on different features extracting strategies
July 01, 2019
Lal Hussain, Sharjil Saeed, Imtiaz Ahmed Awan, Adnan Idris, Malik Sajjad Ahmed Nadeem, Chaudhry Qurat-ul-Ain,
Current Medical Imaging Reviews - Volume 15, Issue 6, Pages 595-606
UHMWPE band-gap properties -II: Effect of post e-beam irradiation real time shelf aging in air
June 01, 2019
Malik Sajjad Mehmood, Ismat Tahira, Adnan Idris, Tariq Yasin, Masroor Ikram,
Radiation Physics and Chemistry - Volume 159, Pages 231-237
Applying Bayesian Network Approach to Determine the Association between Morphological Features Extracted from Prostate Cancer Images
January 07, 2019
Lal Hussain, Amjad Ali, Saima Rathore, Sharjil Saeed, Adnan Idris, Muhammad Usama Usman, Muhammad Aksam Iftikhar, Doug Young Suh,
IEEE Access - Volume 7, Pages 1586-1601
Seismic indicators based earthquake predictor system using Genetic Programming and AdaBoost classification
August 01, 2018
Khawaja M. Asim, Adnan Idris, Talat Iqbal, Francisco Martínez-Álvarez,
Soil Dynamics and Earthquake Engineering - Volume 111, Pages 1-7
Spatial Wavelet-Based coherence and coupling in EEG signals with eye open and closed during resting state
July 25, 2018
Lal Hussain, Wajid Aziz, Sharjil Saeed, Adnan Idris, Imtiaz Ahmed Awan, Saeed Arif Shah, Malik Sajjad Ahmed Nadeem, Saima Rathore,
High-precision Identification of Power Quality Disturbances based on Discrete Orthogonal STransforms and Compressed Neural Network Methods - Volume 6, Pages 37003-37022
Earthquake prediction model using support vector regressor and hybrid neural networks
July 05, 2018
Khawaja M. Asim, Adnan Idris, Talat Iqbal, Francisco Martínez-Álvarez,
PlosOne - Volume 13, Issue 7, Article Number e0199004
Multi-Dimensional Scaling based grouping of known complexes and intelligent protein complex detection
June 01, 2018
Zia ur Rehman, Adnan Idris, Asifullah Khan,
Computational Biology and Chemistry - Volume 74, Pages 149-156
Prostate cancer detection using machine learning techniques by employing combination of features extracting strategies
February 06, 2018
Lal Hussain, Adeel Ahmad, Sharjil Saeed, Saima Rathore, Imtiaz Ahmed Awan, Saeed Arif Shah, Abdul Majid, Adnan Idris, Anees Ahmed Awan ,
Cancer Biomarkers - Volume 21, Issue 2, Pages 393-413
Multiscaled Complexity Analysis of EEG Epileptic Seizure Using Entropy-Based Techniques
January 15, 2018
Lal Hussain, Sharjil Saeed, Imtiaz Ahmed Awan, Adnan Idris,
Archives of Neuroscience - Volume 5(1), Article Number e61161
Churn prediction system for telecom using filter-wrapper and ensemble classification
March 01, 2017
Adnan Idris, Asifullah Khan,
Computer Journal - Volume 60, Issue 3, Pages 410-430
Intelligent churn prediction in telecom: Employing mRMR feature selection and RotBoost based ensemble classification
October 01, 2013
Adnan Idris, Asifullah Khan, Yeon Soo Lee,
Applied Intelligence - Volume:39, Issue:3, Page:659-672
Churn prediction in telecom using Random Forest and PSO based data balancing in combination with various feature selection strategies
November 01, 2012
Adnan Idris, Muhammad Rizwan, Asifullah Khan,
Computers & Electrical Engineering - Volume 38, Issue 6, Pages 1808-1819
Wavelet based image authentication and recovery
November 17, 2007
Rafiullah Chamlawi, Asifullah Khan, Adnan Idris,
Journal of Computer Science and Technology - Volume 22, Issue 6, Pages 795-804
Conferences
Short Term Earthquake Prediction in Hindukush Region Using Tree Based Ensemble Learning
December 19, 2016 - December 21, 2016
Khawaja Muhammad Asim, Adnan Idris, Francisco Martínez-Álvarez, Talat Iqbal,
14th International Conference on Frontiers of Information Technology, FIT 2016
An ensemble classification approach for automated diagnosis of Alzheimer's disease and mild cognitive impairment
December 15, 2016 - December 17, 2016
Muhammad Aksam Iftikhar, Adnan Idris,
ICOSST 2016 - 2016 International Conference on Open Source Systems and Technologies, Proceedings
Customer churn prediction for telecommunication: Employing various various features selection techniques and tree based ensemble classifiers
December 13, 2015 - December 15, 2015
Adnan Idris, Asifullah Khan,
15th International Multitopic Conference (INMIC) 2012
Ensemble Based Efficient Churn Prediction Model for Telecom
December 17, 2014 - December 19, 2014
Adnan Idris, Asifullah Khan,
12th International Conference on Frontiers of Information Technology, FIT 2014
Genetic programming and Adaboosting based churn prediction for telecom
December 14, 2012 - December 17, 2012
Adnan Idris, Asifullah Khan, Yeon Soo Lee,
2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Professor
University of Poonch Rawalakot AJK
February 04, 2021 - June 30, 2022
Registrar University
University of Poonch Rawalakot AJK
April 04, 2020 - June 30, 2022
Associate Professor
University of Poonch Rawalakot AJK
April 02, 2019 - February 03, 2021
Chairman Department
University of Poonch Rawalakot AJK
October 15, 2015 - September 20, 2021
Assistant Professor
University of Azad Jammu & Kashmir Muzaffarabad
April 04, 2008 - November 22, 2009
Lecturer
University of Azad Jammu & Kashmir Muzaffarabad AJK
October 11, 2002 - April 03, 2008