Churn prediction in telecom using Random Forest and PSO based data balancing in combination with various feature selection strategies A Idris, M Rizwan, A Khan Computers & Electrical Engineering 38 (6), 1808-1819, 2012 | 160 | 2012 |
Earthquake prediction model using support vector regressor and hybrid neural networks KM Asim, A Idris, T Iqbal, F Martínez-Álvarez PloS one 13 (7), e0199004, 2018 | 148 | 2018 |
Prostate cancer detection using machine learning techniques by employing combination of features extracting strategies L Hussain, A Ahmed, S Saeed, S Rathore, IA Awan, SA Shah, A Majid, ... Cancer Biomarkers 21 (2), 393-413, 2018 | 99 | 2018 |
Intelligent churn prediction in telecom: employing mRMR feature selection and RotBoost based ensemble classification A Idris, A Khan, YS Lee Applied intelligence 39, 659-672, 2013 | 94 | 2013 |
Seismic indicators based earthquake predictor system using Genetic Programming and AdaBoost classification KM Asim, A Idris, T Iqbal, F Martínez-Álvarez Soil Dynamics and Earthquake Engineering 111, 1-7, 2018 | 85 | 2018 |
Genetic programming and adaboosting based churn prediction for telecom A Idris, A Khan, YS Lee 2012 IEEE international conference on Systems, Man, and Cybernetics (SMC …, 2012 | 84 | 2012 |
Intelligent churn prediction for telecom using GP-AdaBoost learning and PSO undersampling A Idris, A Iftikhar, ZU Rehman Cluster Computing 22 (Suppl 3), 7241-7255, 2019 | 66 | 2019 |
Detecting brain tumor using machines learning techniques based on different features extracting strategies L Hussain, S Saeed, IA Awan, A Idris, MSA Nadeem, QA Chaudhry Current Medical Imaging 15 (6), 595-606, 2019 | 51 | 2019 |
Wavelet based image authentication and recovery R Chamlawi, A Khan, A Idris Journal of Computer Science and Technology 22 (6), 795-804, 2007 | 49 | 2007 |
Customer churn prediction for telecommunication: Employing various various features selection techniques and tree based ensemble classifiers A Idris, A Khan Multitopic Conference (INMIC), 2012 15th International, 23-27, 2012 | 46 | 2012 |
Churn prediction system for telecom using filter–wrapper and ensemble classification A Idris, A Khan The Computer Journal 60 (3), 410-430, 2017 | 41 | 2017 |
Ensemble based efficient churn prediction model for telecom A Idris, A Khan 2014 12th International Conference on Frontiers of Information Technology …, 2014 | 32 | 2014 |
MD-LBP: an efficient computational model for protein subcellular localization from HeLa cell lines using SVM M Tahir, A Idris Current Bioinformatics 15 (3), 204-211, 2020 | 25 | 2020 |
Multiscaled Complexity Analysis of EEG Epileptic Seizure Using Entropy-Based Techniques L Hussain, S Saeed, I Ahmed Awan, A Idris Archives of Neuroscience, 2018 | 25 | 2018 |
Optimum profit-driven churn decision making: innovative artificial neural networks in telecom industry R Jafari-Marandi, J Denton, A Idris, BK Smith, A Keramati Neural Computing and Applications 32, 14929-14962, 2020 | 24 | 2020 |
Short Term Earthquake Prediction in Hindukush Region Using Tree Based Ensemble Learning KM Asim, A Idris, F Martínez-Álvarez, T Iqbal 14th International Conference on Frontiers of Information Technology(FIT) ,2016, 2016 | 21 | 2016 |
Applying Bayesian Network Approach to Determine the Association Between Morphological Features Extracted from Prostate Cancer Images L Hussain, A Ali, S Rathore, S Saeed, A Idris, MU Usman IEEE Access 7, 1586 - 1601, 2018 | 20 | 2018 |
Regression analysis for detecting epileptic seizure with different feature extracting strategies L Hussain, S Saeed, A Idris, IA Awan, SA Shah, A Majid, B Ahmed, ... Biomedical Engineering/Biomedizinische Technik 64 (6), 619-642, 2019 | 19 | 2019 |
Comparative analysis of different statistical methods for prediction of PM2. 5 and PM10 concentrations in advance for several hours S Saeed, L Hussain, IA Awan, A Idris IJCSNS International Journal of Computer Science and Network Security 17 (11 …, 2017 | 17 | 2017 |
Spatial wavelet-based coherence and coupling in EEG signals with eye open and closed during resting state L Hussain, W Aziz, S Saeed, A Idris, IA Awan, SA Shah, MSA Nadeem, ... IEEE Access 6, 37003-37022, 2018 | 16 | 2018 |