An intelligent prediction system for educational data mining based on ensemble and filtering approaches M Ashraf, M Zaman, M Ahmed Procedia Computer Science 167, 1471-1483, 2020 | 125 | 2020 |
Effective prediction of type ii diabetes mellitus using data mining classifiers and SMOTE M Shuja, S Mittal, M Zaman Advances in Computing and Intelligent Systems: Proceedings of ICACM 2019 …, 2020 | 72 | 2020 |
Heart disease prediction using machine learning techniques: a quantitative review L Riyaz, MA Butt, M Zaman, O Ayob International Conference on Innovative Computing and Communications …, 2022 | 71 | 2022 |
Decision support predictive model for prognosis of diabetes using SMOTE and decision tree S Mirza, S Mittal, M Zaman Int J Appl Eng Res 13 (11), 9277-9282, 2018 | 57 | 2018 |
Is deep learning on tabular data enough? An assessment SA Fayaz, M Zaman, S Kaul, MA Butt International Journal of Advanced Computer Science and Applications 13 (4 …, 2022 | 53 | 2022 |
Prediction of cardiovascular disease through cutting-edge deep learning technologies: an empirical study based on TENSORFLOW, PYTORCH and KERAS M Ashraf, SM Ahmad, NA Ganai, RA Shah, M Zaman, SA Khan, AA Shah International Conference on Innovative Computing and Communications …, 2021 | 53 | 2021 |
A survey of medical image analysis using deep learning approaches A Rehman, MA Butt, M Zaman 2021 5th International Conference on Computing Methodologies and …, 2021 | 41 | 2021 |
Using ensemble StackingC method and base classifiers to ameliorate prediction accuracy of pedagogical data M Ashraf, M Zaman, M Ahmed Procedia computer science 132, 1021-1040, 2018 | 37 | 2018 |
Numerical and experimental investigation of meteorological data using adaptive linear M5 model tree for the prediction of rainfall S Amir, M Zaman, M Ahmed | 32 | 2022 |
GWLM–NARX: Grey Wolf Levenberg–Marquardt-based neural network for rainfall prediction R Mohd, MA Butt, MZ Baba Data technologies and applications 54 (1), 85-102, 2020 | 31 | 2020 |
To ameliorate classification accuracy using ensemble vote approach and base classifiers M Ashraf, M Zaman, M Ahmed Emerging Technologies in Data Mining and Information Security: Proceedings …, 2019 | 31 | 2019 |
Analytical Comparison between the Information Gain and Gini Index using Historical Geographical Data Z Dr., Majid, K Sameer, A Dr., Muheet International Journal of Advanced Computer Science and Applications 11 (5 …, 2020 | 30 | 2020 |
A review of data mining literature S Mirza, S Mittal, M Zaman International Journal of Computer Science and Information Security (IJCSIS …, 2016 | 30 | 2016 |
To ameliorate classification accuracy using ensemble distributed decision tree (DDT) vote approach: An empirical discourse of geographical data mining SA Fayaz, M Zaman, MA Butt Procedia Computer Science 184, 935-940, 2021 | 29 | 2021 |
Performance analysis and different subject combinations: An empirical and analytical discourse of educational data mining M Ashraf, M Zaman, M Ahmed 2018 8th International Conference on Cloud Computing, Data Science …, 2018 | 29 | 2018 |
Information translation: a practitioners approach M Zaman, MA Butt World congress on engineering and computer science (WCECS) 1, 2012 | 27 | 2012 |
Advances in Computer Vision and Information Technology KV Kale IK International Pvt Ltd, 2008 | 27 | 2008 |
Disease detection and prediction using the liver function test data: A review of machine learning algorithms I Altaf, MA Butt, M Zaman International Conference on Innovative Computing and Communications …, 2022 | 26 | 2022 |
A pragmatic comparison of supervised machine learning classifiers for disease diagnosis I Altaf, MA Butt, M Zaman 2021 Third International Conference on Inventive Research in Computing …, 2021 | 26 | 2021 |
SALM-NARX: Self Adaptive LM-based NARX model for the prediction of rainfall R Mohd, MA Butt, MZ Baba 2018 2nd international conference on I-SMAC (IoT in social, mobile …, 2018 | 24 | 2018 |