| 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 | 547 | 2021 |
| Fake news stance detection using deep learning architecture (CNN-LSTM) M Umer, Z Imtiaz, S Ullah, A Mehmood, GS Choi, BW On IEEE Access 8, 156695-156706, 2020 | 388 | 2020 |
| Impact of convolutional neural network and FastText embedding on text classification M Umer, Z Imtiaz, M Ahmad, M Nappi, C Medaglia, GS Choi, A Mehmood Multimedia Tools and Applications 82 (4), 5569-5585, 2023 | 201 | 2023 |
| 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 | 189 | 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 | 187 | 2020 |
| 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 | 156 | 2022 |
| An intelligent, secure, and smart home automation system R Majeed, NA Abdullah, I Ashraf, YB Zikria, MF Mushtaq, M Umer Scientific Programming 2020 (1), 4579291, 2020 | 127 | 2020 |
| 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 | 123 | 2020 |
| COVINet: a convolutional neural network approach for predicting COVID-19 from chest X-ray images M Umer, I Ashraf, S Ullah, A Mehmood, GS Choi Journal of Ambient Intelligence and Humanized Computing 13 (1), 535-547, 2022 | 118 | 2022 |
| 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 | 111 | 2021 |
| Sentiment analysis of tweets using a unified convolutional neural network‐long short‐term memory network model M Umer, I Ashraf, A Mehmood, S Kumari, S Ullah, G Sang Choi Computational Intelligence 37 (1), 409-434, 2021 | 106 | 2021 |
| 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 | 105 | 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 | 102 | 2023 |
| 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 | 95 | 2022 |
| Duplicate questions pair detection using siamese malstm Z Imtiaz, M Umer, M Ahmad, S Ullah, GS Choi, A Mehmood IEEE Access 8, 21932-21942, 2020 | 87 | 2020 |
| 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 | 77 | 2021 |
| 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 | 75 | 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 | 70 | 2022 |
| Predicting numeric ratings for google apps using text features and ensemble learning M Umer, I Ashraf, A Mehmood, S Ullah, GS Choi Etri Journal 43 (1), 95-108, 2021 | 70 | 2021 |
| 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 | 68 | 2022 |
Imran AshrafYeungnam University, Republic of KoreaVerified email at ynu.ac.kr
