| Improving the prediction of heart failure patients’ survival using SMOTE and effective data mining techniques A Ishaq, S Sadiq, M Umer, S Ullah, S Mirjalili, V Rupapara, M Nappi IEEE access 9, 39707-39716, 2021 | 432 | 2021 |
| RFCNN: Traffic accident severity prediction based on decision level fusion of machine and deep learning model M Manzoor, M Umer, S Sadiq, A Ishaq, S Ullah, HA Madni, C Bisogni IEEE Access 9, 128359-128371, 2021 | 80 | 2021 |
| Incorporating CNN features for optimizing performance of ensemble classifier for cardiovascular disease prediction F Rustam, A Ishaq, K Munir, M Almutairi, N Aslam, I Ashraf Diagnostics 12 (6), 1474, 2022 | 49 | 2022 |
| Vector mosquito image classification using novel RIFS feature selection and machine learning models for disease epidemiology F Rustam, AA Reshi, W Aljedaani, A Alhossan, A Ishaq, S Shafi, E Lee, ... Saudi Journal of Biological Sciences 29 (1), 583-594, 2022 | 38 | 2022 |
| Heart failure patients monitoring using IoT-based remote monitoring system M Umer, T Aljrees, H Karamti, A Ishaq, S Alsubai, M Omar, AK Bashir, ... Scientific Reports 13 (1), 19213, 2023 | 36 | 2023 |
| Extensive hotel reviews classification using long short term memory A Ishaq, M Umer, MF Mushtaq, C Medaglia, HUR Siddiqui, A Mehmood, ... Journal of Ambient Intelligence and Humanized Computing 12, 9375-9385, 2021 | 34 | 2021 |
| An artificial neural network model for water quality and water consumption prediction F Rustam, A Ishaq, ST Kokab, I de la Torre Diez, JLV Mazón, ... Water 14 (21), 3359, 2022 | 33 | 2022 |
| Breast cancer detection using convoluted features and ensemble machine learning algorithm M Umer, M Naveed, F Alrowais, A Ishaq, AA Hejaili, S Alsubai, ... Cancers 14 (23), 6015, 2022 | 30 | 2022 |
| Image watermarking using least significant bit and canny edge detection ZB Faheem, A Ishaq, F Rustam, I de la Torre Díez, D Gavilanes, ... Sensors 23 (3), 1210, 2023 | 26 | 2023 |
| Combining CNN features with voting classifiers for optimizing performance of brain tumor classification N Alturki, M Umer, A Ishaq, N Abuzinadah, K Alnowaiser, A Mohamed, ... Cancers 15 (6), 1767, 2023 | 25 | 2023 |
| Water-quality prediction based on H2O AutoML and explainable AI techniques HA Madni, M Umer, A Ishaq, N Abuzinadah, O Saidani, S Alsubai, ... Water 15 (3), 475, 2023 | 23 | 2023 |
| Comparison analysis of tree based and ensembled regression algorithms for traffic accident severity prediction M Umer, S Sadiq, A Ishaq, S Ullah, N Saher, HA Madni arXiv preprint arXiv:2010.14921, 2020 | 20 | 2020 |
| Brain tumor detection using 3D-UNet segmentation features and hybrid machine learning model B Mallampati, A Ishaq, F Rustam, V Kuthala, S Alfarhood, I Ashraf IEEE Access 11, 135020-135034, 2023 | 19 | 2023 |
| An intelligent framework for cyber–physical satellite system and iot-aided aerial vehicle security threat detection N Alturki, T Aljrees, M Umer, A Ishaq, S Alsubai, O Saidani, S Djuraev, ... Sensors 23 (16), 7154, 2023 | 17 | 2023 |
| Chi-Square and PCA Based Feature Selection for Diabetes Detection with Ensemble Classifier. V Rupapara, F Rustam, A Ishaq, E Lee, I Ashraf Intelligent Automation & Soft Computing 36 (2), 2023 | 17 | 2023 |
| Role of convolutional features and machine learning for predicting student academic performance from MOODLE data N Abuzinadah, M Umer, A Ishaq, A Al Hejaili, S Alsubai, AA Eshmawi, ... Plos one 18 (11), e0293061, 2023 | 12 | 2023 |
| Railway track fault detection using selective MFCC features from acoustic data F Rustam, A Ishaq, MSA Hashmi, HUR Siddiqui, LAD López, JC Galán, ... Sensors 23 (16), 7018, 2023 | 11 | 2023 |
| Predicting pulsars from imbalanced dataset with hybrid resampling approach E Lee, F Rustam, W Aljedaani, A Ishaq, V Rupapara, I Ashraf Advances in Astronomy 2021 (1), 4916494, 2021 | 11 | 2021 |
| Cervical cancer detection using K nearest neighbor imputer and stacked ensemble learningmodel X Chen, T Aljrees, M Umer, O Saidani, L Almuqren, O Mzoughi, A Ishaq, ... Digital Health 9, 20552076231203802, 2023 | 6 | 2023 |
| Drug Usage Safety from Drug Reviews with Hybrid Machine Learning Approach E Lee, F Rustam, HF Shahzad, PB Washington, A Ishaq, I Ashraf Computer Systems Science & Engineering 45 (3), 2023 | 4 | 2023 |
Muhammad UmerLecturer of Computer Science, Islamia University of Bahawalpur, PakistanE-mailová adresa ověřena na: iub.edu.pk