| 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 | 351 | 2021 |
| Emotion recognition by textual tweets classification using voting classifier (LR-SGD) A Yousaf, M Umer, S Sadiq, S Ullah, S Mirjalili, V Rupapara, M Nappi IEEE Access 9, 6286-6295, 2020 | 125 | 2020 |
| Aggression detection through deep neural model on twitter S Sadiq, A Mehmood, S Ullah, M Ahmad, GS Choi, BW On Future Generation Computer Systems 114, 120-129, 2021 | 119 | 2021 |
| Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning S Sadiq, M Umer, S Ullah, S Mirjalili, V Rupapara, M Nappi Expert Systems with Applications 181, 115111, 2021 | 117 | 2021 |
| A novel stacked CNN for malarial parasite detection in thin blood smear images M Umer, S Sadiq, M Ahmad, S Ullah, GS Choi, A Mehmood IEEE Access 8, 93782-93792, 2020 | 92 | 2020 |
| COVID-19: automatic detection of the novel coronavirus disease from CT images using an optimized convolutional neural network A Castiglione, P Vijayakumar, M Nappi, S Sadiq, M Umer IEEE Transactions on Industrial Informatics 17 (9), 6480-6488, 2021 | 89 | 2021 |
| Water quality prediction using KNN imputer and multilayer perceptron A Juna, M Umer, S Sadiq, H Karamti, AA Eshmawi, A Mohamed, I Ashraf Water 14 (17), 2592, 2022 | 58 | 2022 |
| The role of internet of things to control the outbreak of COVID-19 pandemic A Castiglione, M Umer, S Sadiq, MS Obaidat, P Vijayakumar IEEE Internet of Things Journal 8 (21), 16072-16082, 2021 | 55 | 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 | 48 | 2021 |
| IoT based smart monitoring of patients’ with acute heart failure M Umer, S Sadiq, H Karamti, W Karamti, R Majeed, M Nappi Sensors 22 (7), 2431, 2022 | 46 | 2022 |
| Scientific papers citation analysis using textual features and SMOTE resampling techniques M Umer, S Sadiq, MMS Missen, Z Hameed, Z Aslam, MA Siddique, ... Pattern Recognition Letters 150, 250-257, 2021 | 43 | 2021 |
| Predicting household electric power consumption using multi-step time series with convolutional LSTM L Cascone, S Sadiq, S Ullah, S Mirjalili, HUR Siddiqui, M Umer Big Data Research 31, 100360, 2023 | 32 | 2023 |
| Industry 4.0 technologies and their applications in fighting COVID-19 pandemic using deep learning techniques M Ahmad, S Sadiq, AS Alluhaidan, M Umer, S Ullah, M Nappi Computers in Biology and Medicine 145, 105418, 2022 | 30 | 2022 |
| A deep learning-based smart framework for cyber-physical and satellite system security threats detection I Ashraf, M Narra, M Umer, R Majeed, S Sadiq, F Javaid, N Rasool Electronics 11 (4), 667, 2022 | 29 | 2022 |
| ETCNN: extra tree and convolutional neural network-based ensemble model for COVID-19 tweets sentiment classification M Umer, S Sadiq, M Nappi, MU Sana, I Ashraf Pattern Recognition Letters 164, 224-231, 2022 | 27 | 2022 |
| Classification of β-Thalassemia Carriers From Red Blood Cell Indices Using Ensemble Classifier S Sadiq, MU Khalid, S Ullah, W Aslam, A Mehmood, GS Choi, BW On IEEE access 9, 45528-45538, 2021 | 25 | 2021 |
| Predicting students’ academic performance with conditional generative adversarial network and deep SVM S Sarwat, N Ullah, S Sadiq, R Saleem, M Umer, AA Eshmawi, ... Sensors 22 (13), 4834, 2022 | 18 | 2022 |
| Face mask detection using deep convolutional neural network and multi-stage image processing M Umer, S Sadiq, RM Alhebshi, S Alsubai, A Al Hejaili, M Nappi, I Ashraf Image and Vision Computing 133, 104657, 2023 | 14 | 2023 |
| Citation context analysis using combined feature embedding and deep convolutional neural network model M Karim, MMS Missen, M Umer, S Sadiq, A Mohamed, I Ashraf Applied Sciences 12 (6), 3203, 2022 | 14 | 2022 |
| Deep learning-based intrusion detection methods in cyber-physical systems: Challenges and future trends M Umer, S Sadiq, H Karamti, RM Alhebshi, K Alnowaiser, AA Eshmawi, ... Electronics 11 (20), 3326, 2022 | 13 | 2022 |
