| 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 | 349 | 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 | 47 | 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 | 34 | 2022 |
| 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 | 29 | 2021 |
| 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 | 24 | 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 | 19 | 2022 |
| 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 | 18 | 2022 |
| 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 | 13 | 2020 |
| 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 | 12 | 2023 |
| 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 | 12 | 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 | 12 | 2023 |
| 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 | 8 | 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, 1-13, 2021 | 8 | 2021 |
| 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 | 6 | 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 | 5 | 2023 |
| Chi-square and PCA based feature selection for diabetes detection with ensemble classifier V Rupapara, F Rustam, A Ishaq, E Lee, I Ashraf Intell. Autom. Soft Comput 36 (2), 1931-1949, 2023 | 4 | 2023 |
| Contradiction in text review and apps rating: prediction using textual features and transfer learning T Aljrees, M Umer, O Saidani, L Almuqren, A Ishaq, S Alsubai, I Ashraf PeerJ Computer Science 10, e1722, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
| Breast cancer detection employing stacked ensemble model with convolutional features H Karamti, R Alharthi, M Umer, H Shaiba, A Ishaq, N Abuzinadah, ... Cancer Biomarkers, 1-16, 2023 | 1 | 2023 |
Muhammad UmerLecturer of Computer Science, Islamia University of Bahawalpur, PakistanVerified email at iub.edu.pk
