COVID-19 future forecasting using supervised machine learning models F Rustam, AA Reshi, A Mehmood, S Ullah, BW On, W Aslam, GS Choi IEEE access 8, 101489-101499, 2020 | 595 | 2020 |
A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis F Rustam, M Khalid, W Aslam, V Rupapara, A Mehmood, GS Choi Plos one 16 (2), e0245909, 2021 | 336 | 2021 |
Tweets classification on the base of sentiments for US airline companies F Rustam, I Ashraf, A Mehmood, S Ullah, GS Choi Entropy 21 (11), 1078, 2019 | 178 | 2019 |
Sentiment analysis and topic modeling on tweets about online education during COVID-19 M Mujahid, E Lee, F Rustam, PB Washington, S Ullah, AA Reshi, I Ashraf Applied Sciences 11 (18), 8438, 2021 | 168 | 2021 |
Impact of SMOTE on imbalanced text features for toxic comments classification using RVVC model V Rupapara, F Rustam, HF Shahzad, A Mehmood, I Ashraf, GS Choi IEEE Access 9, 78621-78634, 2021 | 147 | 2021 |
An efficient CNN model for COVID‐19 disease detection based on x‐ray image classification AA Reshi, F Rustam, A Mehmood, A Alhossan, Z Alrabiah, A Ahmad, ... Complexity 2021 (1), 6621607, 2021 | 132 | 2021 |
Wireless capsule endoscopy bleeding images classification using CNN based model F Rustam, MA Siddique, HUR Siddiqui, S Ullah, A Mehmood, I Ashraf, ... IEEE access 9, 33675-33688, 2021 | 76 | 2021 |
Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry W Aljedaani, F Rustam, MW Mkaouer, A Ghallab, V Rupapara, ... Knowledge-Based Systems 255, 109780, 2022 | 74 | 2022 |
Sentiment analysis and emotion detection on cryptocurrency related tweets using ensemble LSTM-GRU model N Aslam, F Rustam, E Lee, PB Washington, I Ashraf Ieee Access 10, 39313-39324, 2022 | 66 | 2022 |
Classification of Shopify App User Reviews Using Novel Multi Text Features F Rustam, A Mehmood, M Ahmad, S Ullah, DM Khan, GS Choi IEEE Access 8, 30234 - 30244, 2020 | 63 | 2020 |
Pneumonia classification from X-ray images with inception-V3 and convolutional neural network M Mujahid, F Rustam, R Álvarez, J Luis Vidal Mazón, IT Díez, I Ashraf Diagnostics 12 (5), 1280, 2022 | 60 | 2022 |
Non-invasive driver drowsiness detection system HUR Siddiqui, AA Saleem, R Brown, B Bademci, E Lee, F Rustam, ... Sensors 21 (14), 4833, 2021 | 59 | 2021 |
Sensor-based human activity recognition using deep stacked multilayered perceptron model F Rustam, AA Reshi, I Ashraf, A Mehmood, S Ullah, DM Khan, GS Choi IEEE Access 8, 218898-218910, 2020 | 58 | 2020 |
Minimizing the overlapping degree to improve class-imbalanced learning under sparse feature selection: application to fraud detection B Omar, F Rustam, A Mehmood, GS Choi IEEE Access 9, 28101-28110, 2021 | 56 | 2021 |
Thyroid disease prediction using selective features and machine learning techniques R Chaganti, F Rustam, I De La Torre Díez, JLV Mazón, CL Rodríguez, ... Cancers 14 (16), 3914, 2022 | 52 | 2022 |
US Based COVID-19 tweets sentiment analysis using textblob and supervised machine learning algorithms R Khan, F Rustam, K Kanwal, A Mehmood, GS Choi 2021 international conference on artificial intelligence (ICAI), 1-8, 2021 | 49 | 2021 |
Blood cancer prediction using leukemia microarray gene data and hybrid logistic vector trees model V Rupapara, F Rustam, W Aljedaani, HF Shahzad, E Lee, I Ashraf Scientific reports 12 (1), 1000, 2022 | 48 | 2022 |
Racism detection by analyzing differential opinions through sentiment analysis of tweets using stacked ensemble gcr-nn model E Lee, F Rustam, PB Washington, F El Barakaz, W Aljedaani, I Ashraf IEEE Access 10, 9717-9728, 2022 | 48 | 2022 |
Detecting sarcasm in multi-domain datasets using convolutional neural networks and long short term memory network model R Jamil, I Ashraf, F Rustam, E Saad, A Mehmood, GS Choi PeerJ Computer Science 7, e645, 2021 | 47 | 2021 |
Ensemble learning-based feature engineering to analyze maternal health during pregnancy and health risk prediction A Raza, HUR Siddiqui, K Munir, M Almutairi, F Rustam, I Ashraf Plos one 17 (11), e0276525, 2022 | 46 | 2022 |